diff --git a/docs/api-reference/python/_sources/google-adk.rst.txt b/docs/api-reference/python/_sources/google-adk.rst.txt
index 0f3219c88b..bb84b81dc9 100644
--- a/docs/api-reference/python/_sources/google-adk.rst.txt
+++ b/docs/api-reference/python/_sources/google-adk.rst.txt
@@ -97,6 +97,22 @@ google.adk.flows module
     :undoc-members:
     :show-inheritance:
 
+google.adk.integrations module
+------------------------------
+
+.. automodule:: google.adk.integrations
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+google.adk.integrations.agent\_identity module
+---------------------------------------------
+
+.. automodule:: google.adk.integrations.agent_identity
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
 google.adk.integrations.agent\_identity module
 ---------------------------------------------
 
@@ -113,6 +129,22 @@ google.adk.integrations.agent\_registry module
     :undoc-members:
     :show-inheritance:
 
+google.adk.integrations.agent\_registry module
+---------------------------------------------
+
+.. automodule:: google.adk.integrations.agent_registry
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+google.adk.integrations.api\_registry module
+-------------------------------------------
+
+.. automodule:: google.adk.integrations.api_registry
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
 google.adk.integrations.api\_registry module
 -------------------------------------------
 
@@ -124,6 +156,14 @@ google.adk.integrations.api\_registry module
 google.adk.integrations.bigquery module
 ---------------------------------------
 
+.. automodule:: google.adk.integrations.bigquery
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+google.adk.integrations.bigquery module
+---------------------------------------
+
 .. automodule:: google.adk.integrations.bigquery
     :members:
     :undoc-members:
@@ -137,6 +177,38 @@ google.adk.integrations.crewai module
     :undoc-members:
     :show-inheritance:
 
+google.adk.integrations.crewai module
+-------------------------------------
+
+.. automodule:: google.adk.integrations.crewai
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+google.adk.integrations.e2b module
+----------------------------------
+
+.. automodule:: google.adk.integrations.e2b
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+google.adk.integrations.e2b module
+----------------------------------
+
+.. automodule:: google.adk.integrations.e2b
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+google.adk.integrations.firestore module
+----------------------------------------
+
+.. automodule:: google.adk.integrations.firestore
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
 google.adk.integrations.firestore module
 ----------------------------------------
 
@@ -145,6 +217,22 @@ google.adk.integrations.firestore module
     :undoc-members:
     :show-inheritance:
 
+google.adk.integrations.gcs module
+----------------------------------
+
+.. automodule:: google.adk.integrations.gcs
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+google.adk.integrations.gcs module
+----------------------------------
+
+.. automodule:: google.adk.integrations.gcs
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
 google.adk.integrations.langchain module
 ----------------------------------------
 
@@ -153,6 +241,22 @@ google.adk.integrations.langchain module
     :undoc-members:
     :show-inheritance:
 
+google.adk.integrations.langchain module
+----------------------------------------
+
+.. automodule:: google.adk.integrations.langchain
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+google.adk.integrations.parameter\_manager module
+------------------------------------------------
+
+.. automodule:: google.adk.integrations.parameter_manager
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
 google.adk.integrations.parameter\_manager module
 ------------------------------------------------
 
@@ -164,6 +268,14 @@ google.adk.integrations.parameter\_manager module
 google.adk.integrations.secret\_manager module
 ---------------------------------------------
 
+.. automodule:: google.adk.integrations.secret_manager
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+google.adk.integrations.secret\_manager module
+---------------------------------------------
+
 .. automodule:: google.adk.integrations.secret_manager
     :members:
     :undoc-members:
@@ -172,6 +284,14 @@ google.adk.integrations.secret\_manager module
 google.adk.integrations.skill\_registry module
 ---------------------------------------------
 
+.. automodule:: google.adk.integrations.skill_registry
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+google.adk.integrations.skill\_registry module
+---------------------------------------------
+
 .. automodule:: google.adk.integrations.skill_registry
     :members:
     :undoc-members:
@@ -185,6 +305,22 @@ google.adk.integrations.slack module
     :undoc-members:
     :show-inheritance:
 
+google.adk.integrations.slack module
+------------------------------------
+
+.. automodule:: google.adk.integrations.slack
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+google.adk.integrations.vmaas module
+------------------------------------
+
+.. automodule:: google.adk.integrations.vmaas
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
 google.adk.integrations.vmaas module
 ------------------------------------
 
@@ -193,6 +329,14 @@ google.adk.integrations.vmaas module
     :undoc-members:
     :show-inheritance:
 
+google.adk.labs.antigravity module
+----------------------------------
+
+.. automodule:: google.adk.labs.antigravity
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
 google.adk.labs.openai module
 -----------------------------
 
diff --git a/docs/api-reference/python/_static/documentation_options.js b/docs/api-reference/python/_static/documentation_options.js
index 7f51004aab..6bf4a5fc4c 100644
--- a/docs/api-reference/python/_static/documentation_options.js
+++ b/docs/api-reference/python/_static/documentation_options.js
@@ -1,5 +1,5 @@
 const DOCUMENTATION_OPTIONS = {
-    VERSION: '2.0.0',
+    VERSION: '2.3.0',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/docs/api-reference/python/genindex.html b/docs/api-reference/python/genindex.html
index 869ba4cd9d..c6f32903b6 100644
--- a/docs/api-reference/python/genindex.html
+++ b/docs/api-reference/python/genindex.html
@@ -13,7 +13,7 @@
     </script>
     <link rel="index" title="Index" href="#"><link rel="search" title="Search" href="search.html">
 
-    <!-- Generated with Sphinx 8.2.3 and Furo 2025.12.19 --><title>Index - Agent Development Kit 2.0.0 documentation</title>
+    <!-- Generated with Sphinx 8.2.3 and Furo 2025.12.19 --><title>Index - Agent Development Kit (Python) 2.3.0 documentation</title>
 <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=d111a655" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=7bdb33bb" />
     <link rel="stylesheet" type="text/css" href="_static/autodoc_pydantic.css" />
@@ -184,7 +184,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">Agent Development Kit 2.0.0 documentation</div></a>
+      <a href="index.html"><div class="brand">Agent Development Kit (Python) 2.3.0 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -205,7 +205,7 @@
       
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
-  <span class="sidebar-brand-text">Agent Development Kit 2.0.0 documentation</span>
+  <span class="sidebar-brand-text">Agent Development Kit (Python) 2.3.0 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
@@ -227,18 +227,36 @@
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.events">google.adk.events module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.examples">google.adk.examples module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.flows">google.adk.flows module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations">google.adk.integrations module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-agent-identity-module">google.adk.integrations.agent_identity module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id79">google.adk.integrations.agent_identity module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-agent-registry-module">google.adk.integrations.agent_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id92">google.adk.integrations.agent_registry module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-api-registry-module">google.adk.integrations.api_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id103">google.adk.integrations.api_registry module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.bigquery">google.adk.integrations.bigquery module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id106">google.adk.integrations.bigquery module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.crewai">google.adk.integrations.crewai module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id109">google.adk.integrations.crewai module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.e2b">google.adk.integrations.e2b module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id128">google.adk.integrations.e2b module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.firestore">google.adk.integrations.firestore module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id144">google.adk.integrations.firestore module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.gcs">google.adk.integrations.gcs module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id145">google.adk.integrations.gcs module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.langchain">google.adk.integrations.langchain module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id152">google.adk.integrations.langchain module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-parameter-manager-module">google.adk.integrations.parameter_manager module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id159">google.adk.integrations.parameter_manager module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-secret-manager-module">google.adk.integrations.secret_manager module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id166">google.adk.integrations.secret_manager module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-skill-registry-module">google.adk.integrations.skill_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id173">google.adk.integrations.skill_registry module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.slack">google.adk.integrations.slack module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id177">google.adk.integrations.slack module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.vmaas">google.adk.integrations.vmaas module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id196">google.adk.integrations.vmaas module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-labs-antigravity-module">google.adk.labs.antigravity module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.labs.openai">google.adk.labs.openai module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.memory">google.adk.memory module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.models">google.adk.models module</a></li>
@@ -344,18 +362,18 @@ <h1 id="index">Index</h1>
   <h2>_</h2>
   <table style="width: 100%" class="indextable genindextable"><tr>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="google-adk.html#google.adk.integrations.parameter_manager.ParameterManagerClient._client">_client (google.adk.integrations.parameter_manager.ParameterManagerClient attribute)</a>
+        <li><a href="google-adk.html#google.adk.integrations.parameter_manager.ParameterManagerClient._client">_client (google.adk.integrations.parameter_manager.ParameterManagerClient attribute)</a>, <a href="google-adk.html#id162">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.secret_manager.SecretManagerClient._client">(google.adk.integrations.secret_manager.SecretManagerClient attribute)</a>
+          <li><a href="google-adk.html#google.adk.integrations.secret_manager.SecretManagerClient._client">(google.adk.integrations.secret_manager.SecretManagerClient attribute)</a>, <a href="google-adk.html#id169">[1]</a>
 </li>
         </ul></li>
     </ul></td>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="google-adk.html#google.adk.integrations.parameter_manager.ParameterManagerClient._credentials">_credentials (google.adk.integrations.parameter_manager.ParameterManagerClient attribute)</a>
+        <li><a href="google-adk.html#google.adk.integrations.parameter_manager.ParameterManagerClient._credentials">_credentials (google.adk.integrations.parameter_manager.ParameterManagerClient attribute)</a>, <a href="google-adk.html#id161">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.secret_manager.SecretManagerClient._credentials">(google.adk.integrations.secret_manager.SecretManagerClient attribute)</a>
+          <li><a href="google-adk.html#google.adk.integrations.secret_manager.SecretManagerClient._credentials">(google.adk.integrations.secret_manager.SecretManagerClient attribute)</a>, <a href="google-adk.html#id168">[1]</a>
 </li>
         </ul></li>
     </ul></td>
@@ -405,23 +423,29 @@ <h2>A</h2>
         <li><a href="google-adk.html#google.adk.agents.BaseAgent.after_agent_callback">after_agent_callback (google.adk.agents.BaseAgent attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.plugins.BasePlugin.after_agent_callback">after_agent_callback() (google.adk.plugins.BasePlugin method)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.agents.BaseAgentConfig.after_agent_callbacks">after_agent_callbacks (google.adk.agents.BaseAgentConfig attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.after_model_callback">after_model_callback (google.adk.agents.LlmAgent attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.plugins.BasePlugin.after_model_callback">after_model_callback() (google.adk.plugins.BasePlugin method)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.after_model_callbacks">after_model_callbacks (google.adk.agents.LlmAgentConfig attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.plugins.BasePlugin.after_run_callback">after_run_callback() (google.adk.plugins.BasePlugin method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.after_tool_callback">after_tool_callback (google.adk.agents.LlmAgent attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.plugins.BasePlugin.after_tool_callback">after_tool_callback() (google.adk.plugins.BasePlugin method)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.after_tool_callbacks">after_tool_callbacks (google.adk.agents.LlmAgentConfig attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.agent">agent (google.adk.agents.InvocationContext attribute)</a>
 
         <ul>
           <li><a href="google-adk.html#google.adk.runners.InMemoryRunner.agent">(google.adk.runners.InMemoryRunner attribute)</a>
 </li>
-          <li><a href="google-adk.html#google.adk.runners.Runner.agent">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id64">[1]</a>
+          <li><a href="google-adk.html#google.adk.runners.Runner.agent">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id253">[1]</a>
 </li>
           <li><a href="google-adk.html#google.adk.tools.agent_tool.AgentTool.agent">(google.adk.tools.agent_tool.AgentTool attribute)</a>
 </li>
@@ -432,23 +456,35 @@ <h2>A</h2>
         </ul></li>
         <li><a href="google-adk.html#google.adk.agents.Agent">Agent (in module google.adk.agents)</a>
 </li>
+        <li><a href="google-adk.html#google.adk.agents.BaseAgentConfig.agent_class">agent_class (google.adk.agents.BaseAgentConfig attribute)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.agent_class">(google.adk.agents.LlmAgentConfig attribute)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.agents.LoopAgentConfig.agent_class">(google.adk.agents.LoopAgentConfig attribute)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.agents.ParallelAgentConfig.agent_class">(google.adk.agents.ParallelAgentConfig attribute)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.agents.SequentialAgentConfig.agent_class">(google.adk.agents.SequentialAgentConfig attribute)</a>
+</li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.tools.transfer_to_agent_tool.TransferToAgentTool.agent_names">agent_names (google.adk.tools.transfer_to_agent_tool.TransferToAgentTool attribute)</a>
 
         <ul>
           <li><a href="google-adk.html#google.adk.tools.TransferToAgentTool.agent_names">(google.adk.tools.TransferToAgentTool attribute)</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.events.EventActions.agent_state">agent_state (google.adk.events.EventActions attribute)</a>
-</li>
     </ul></td>
     <td style="width: 33%; vertical-align: top;"><ul>
+        <li><a href="google-adk.html#google.adk.events.EventActions.agent_state">agent_state (google.adk.events.EventActions attribute)</a>
+</li>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.agent_states">agent_states (google.adk.agents.InvocationContext attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer">AgentEngineSandboxComputer (class in google.adk.integrations.vmaas)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer">AgentEngineSandboxComputer (class in google.adk.integrations.vmaas)</a>, <a href="google-adk.html#id205">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.evaluation.AgentEvaluator">AgentEvaluator (class in google.adk.evaluation)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry">AgentRegistry (class in google.adk.integrations.agent_registry)</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry">AgentRegistry (class in google.adk.integrations.agent_registry)</a>, <a href="google-adk.html#id93">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.agent_simulator.AgentSimulatorFactory">AgentSimulatorFactory (in module google.adk.tools.agent_simulator)</a>
 </li>
@@ -460,7 +496,7 @@ <h2>A</h2>
         </ul></li>
         <li><a href="google-adk.html#google.adk.tools.bash_tool.BashToolPolicy.allowed_command_prefixes">allowed_command_prefixes (google.adk.tools.bash_tool.BashToolPolicy attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.skills.Frontmatter.allowed_tools">allowed_tools (google.adk.skills.Frontmatter attribute)</a>, <a href="google-adk.html#id73">[1]</a>
+        <li><a href="google-adk.html#google.adk.skills.Frontmatter.allowed_tools">allowed_tools (google.adk.skills.Frontmatter attribute)</a>, <a href="google-adk.html#id262">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.APIHubToolset">APIHubToolset (class in google.adk.tools)</a>
 
@@ -468,7 +504,7 @@ <h2>A</h2>
           <li><a href="google-adk.html#google.adk.tools.apihub_tool.APIHubToolset">(class in google.adk.tools.apihub_tool)</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.api_registry.ApiRegistry">ApiRegistry (class in google.adk.integrations.api_registry)</a>
+        <li><a href="google-adk.html#google.adk.integrations.api_registry.ApiRegistry">ApiRegistry (class in google.adk.integrations.api_registry)</a>, <a href="google-adk.html#id104">[1]</a>
 
         <ul>
           <li><a href="google-adk.html#google.adk.tools.ApiRegistry">(class in google.adk.tools)</a>
@@ -479,7 +515,7 @@ <h2>A</h2>
         <ul>
           <li><a href="google-adk.html#google.adk.runners.InMemoryRunner.app_name">(google.adk.runners.InMemoryRunner attribute)</a>
 </li>
-          <li><a href="google-adk.html#google.adk.runners.Runner.app_name">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id65">[1]</a>
+          <li><a href="google-adk.html#google.adk.runners.Runner.app_name">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id254">[1]</a>
 </li>
           <li><a href="google-adk.html#google.adk.sessions.Session.app_name">(google.adk.sessions.Session attribute)</a>
 </li>
@@ -487,7 +523,15 @@ <h2>A</h2>
         <li><a href="google-adk.html#google.adk.sessions.State.APP_PREFIX">APP_PREFIX (google.adk.sessions.State attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.sessions.BaseSessionService.append_event">append_event() (google.adk.sessions.BaseSessionService method)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.sessions.DatabaseSessionService.append_event">(google.adk.sessions.DatabaseSessionService method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.sessions.InMemorySessionService.append_event">(google.adk.sessions.InMemorySessionService method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.sessions.VertexAiSessionService.append_event">(google.adk.sessions.VertexAiSessionService method)</a>
 </li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.tools.application_integration_tool.ApplicationIntegrationToolset">ApplicationIntegrationToolset (class in google.adk.tools.application_integration_tool)</a>
 </li>
         <li><a href="google-adk.html#google.adk.planners.BuiltInPlanner.apply_thinking_config">apply_thinking_config() (google.adk.planners.BuiltInPlanner method)</a>
@@ -499,10 +543,10 @@ <h2>A</h2>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.artifact_service">artifact_service (google.adk.agents.InvocationContext attribute)</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.runners.Runner.artifact_service">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id66">[1]</a>
+          <li><a href="google-adk.html#google.adk.runners.Runner.artifact_service">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id255">[1]</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.skills.Resources.assets">assets (google.adk.skills.Resources attribute)</a>, <a href="google-adk.html#id79">[1]</a>
+        <li><a href="google-adk.html#google.adk.skills.Resources.assets">assets (google.adk.skills.Resources attribute)</a>, <a href="google-adk.html#id268">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.Context.attempt_count">attempt_count (google.adk.agents.Context property)</a>
 </li>
@@ -558,19 +602,25 @@ <h2>B</h2>
 </li>
         <li><a href="google-adk.html#google.adk.agents.BaseAgent.before_agent_callback">before_agent_callback (google.adk.agents.BaseAgent attribute)</a>
 </li>
-    </ul></td>
-    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="google-adk.html#google.adk.plugins.BasePlugin.before_agent_callback">before_agent_callback() (google.adk.plugins.BasePlugin method)</a>
 </li>
+        <li><a href="google-adk.html#google.adk.agents.BaseAgentConfig.before_agent_callbacks">before_agent_callbacks (google.adk.agents.BaseAgentConfig attribute)</a>
+</li>
+    </ul></td>
+    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.before_model_callback">before_model_callback (google.adk.agents.LlmAgent attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.plugins.BasePlugin.before_model_callback">before_model_callback() (google.adk.plugins.BasePlugin method)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.before_model_callbacks">before_model_callbacks (google.adk.agents.LlmAgentConfig attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.plugins.BasePlugin.before_run_callback">before_run_callback() (google.adk.plugins.BasePlugin method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.before_tool_callback">before_tool_callback (google.adk.agents.LlmAgent attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.plugins.BasePlugin.before_tool_callback">before_tool_callback() (google.adk.plugins.BasePlugin method)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.before_tool_callbacks">before_tool_callbacks (google.adk.agents.LlmAgentConfig attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.google_api_tool.BigQueryToolset">BigQueryToolset (class in google.adk.tools.google_api_tool)</a>
 </li>
@@ -635,6 +685,8 @@ <h2>C</h2>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.canonical_tools">canonical_tools() (google.adk.agents.LlmAgent method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.canonical_tools_cache">canonical_tools_cache (google.adk.agents.InvocationContext attribute)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.telemetry.TelemetryConfig.capture_message_content">capture_message_content (google.adk.telemetry.TelemetryConfig attribute)</a>, <a href="google-adk.html#id274">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.check_for_deprecated_save_live_audio">check_for_deprecated_save_live_audio() (google.adk.agents.RunConfig class method)</a>
 </li>
@@ -646,13 +698,15 @@ <h2>C</h2>
         </ul></li>
         <li><a href="google-adk.html#google.adk.code_executors.CodeExecutorContext.clear_input_files">clear_input_files() (google.adk.code_executors.CodeExecutorContext method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.click_at">click_at() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.click_at">click_at() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id214">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.click_at">(google.adk.integrations.vmaas.SandboxClient method)</a>
+          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.click_at">(google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id234">[1]</a>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.agents.BaseAgent.clone">clone() (google.adk.agents.BaseAgent method)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.tools.skill_toolset.SkillToolset.clone_with_updated_skills">clone_with_updated_skills() (google.adk.tools.skill_toolset.SkillToolset method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LiveRequest.close">close (google.adk.agents.LiveRequest attribute)</a>
 </li>
@@ -663,13 +717,17 @@ <h2>C</h2>
 </li>
           <li><a href="google-adk.html#google.adk.environment.LocalEnvironment.close">(google.adk.environment.LocalEnvironment method)</a>
 </li>
-          <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.close">(google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+          <li><a href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment.close">(google.adk.integrations.e2b.E2BEnvironment method)</a>, <a href="google-adk.html#id138">[1]</a>
+</li>
+          <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.close">(google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id215">[1]</a>
 </li>
           <li><a href="google-adk.html#google.adk.plugins.BasePlugin.close">(google.adk.plugins.BasePlugin method)</a>
 </li>
           <li><a href="google-adk.html#google.adk.plugins.PluginManager.close">(google.adk.plugins.PluginManager method)</a>
 </li>
           <li><a href="google-adk.html#google.adk.runners.Runner.close">(google.adk.runners.Runner method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.sessions.DatabaseSessionService.close">(google.adk.sessions.DatabaseSessionService method)</a>
 </li>
           <li><a href="google-adk.html#google.adk.tools.apihub_tool.APIHubToolset.close">(google.adk.tools.apihub_tool.APIHubToolset method)</a>
 </li>
@@ -704,7 +762,7 @@ <h2>C</h2>
         </ul></li>
     </ul></td>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.code_block_delimiters">code_block_delimiters (google.adk.code_executors.BaseCodeExecutor attribute)</a>, <a href="google-adk.html#id29">[1]</a>
+        <li><a href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.code_block_delimiters">code_block_delimiters (google.adk.code_executors.BaseCodeExecutor attribute)</a>, <a href="google-adk.html#id67">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.code_executor">code_executor (google.adk.agents.LlmAgent attribute)</a>
 </li>
@@ -712,8 +770,20 @@ <h2>C</h2>
 </li>
         <li><a href="google-adk.html#google.adk.events.EventActions.compaction">compaction (google.adk.events.EventActions attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.skills.Frontmatter.compatibility">compatibility (google.adk.skills.Frontmatter attribute)</a>, <a href="google-adk.html#id74">[1]</a>
+        <li><a href="google-adk.html#google.adk.skills.Frontmatter.compatibility">compatibility (google.adk.skills.Frontmatter attribute)</a>, <a href="google-adk.html#id263">[1]</a>
+</li>
+        <li><a href="google-adk.html#google.adk.agents.BaseAgent.config_type">config_type (google.adk.agents.BaseAgent attribute)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.agents.LlmAgent.config_type">(google.adk.agents.LlmAgent attribute)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.agents.LoopAgent.config_type">(google.adk.agents.LoopAgent attribute)</a>
 </li>
+          <li><a href="google-adk.html#google.adk.agents.ParallelAgent.config_type">(google.adk.agents.ParallelAgent attribute)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.agents.SequentialAgent.config_type">(google.adk.agents.SequentialAgent attribute)</a>
+</li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.tools.google_api_tool.GoogleApiTool.configure_auth">configure_auth() (google.adk.tools.google_api_tool.GoogleApiTool method)</a>
 
         <ul>
@@ -741,18 +811,22 @@ <h2>C</h2>
         <li><a href="google-adk.html#google.adk.models.BaseLlm.connect">connect() (google.adk.models.BaseLlm method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LiveRequest.content">content (google.adk.agents.LiveRequest attribute)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.telemetry.TelemetryConfig.content_capturing_mode_value">content_capturing_mode_value (google.adk.telemetry.TelemetryConfig property)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.telemetry.ContentCapturingMode">ContentCapturingMode (class in google.adk.telemetry)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.Context">Context (class in google.adk.agents)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.context_cache_config">context_cache_config (google.adk.agents.InvocationContext attribute)</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.runners.Runner.context_cache_config">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id67">[1]</a>
+          <li><a href="google-adk.html#google.adk.runners.Runner.context_cache_config">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id256">[1]</a>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.context_window_compression">context_window_compression (google.adk.agents.RunConfig attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProviderScheme.continue_uri">continue_uri (google.adk.integrations.agent_identity.GcpAuthProviderScheme attribute)</a>, <a href="google-adk.html#id37">[1]</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProviderScheme.continue_uri">continue_uri (google.adk.integrations.agent_identity.GcpAuthProviderScheme attribute)</a>, <a href="google-adk.html#id75">[1]</a>, <a href="google-adk.html#id86">[2]</a>, <a href="google-adk.html#id88">[3]</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.environment_simulation.EnvironmentSimulationFactory.create_callback">create_callback() (google.adk.tools.environment_simulation.EnvironmentSimulationFactory static method)</a>
 </li>
@@ -761,22 +835,32 @@ <h2>C</h2>
         <li><a href="google-adk.html#google.adk.tools.environment_simulation.EnvironmentSimulationFactory.create_plugin">create_plugin() (google.adk.tools.environment_simulation.EnvironmentSimulationFactory static method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.sessions.BaseSessionService.create_session">create_session() (google.adk.sessions.BaseSessionService method)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.sessions.DatabaseSessionService.create_session">(google.adk.sessions.DatabaseSessionService method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.sessions.InMemorySessionService.create_session">(google.adk.sessions.InMemorySessionService method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.sessions.VertexAiSessionService.create_session">(google.adk.sessions.VertexAiSessionService method)</a>
+</li>
+        </ul></li>
+        <li><a href="google-adk.html#google.adk.sessions.InMemorySessionService.create_session_sync">create_session_sync() (google.adk.sessions.InMemorySessionService method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.credential_by_key">credential_by_key (google.adk.agents.InvocationContext attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.credential_service">credential_service (google.adk.agents.InvocationContext attribute)</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.runners.Runner.credential_service">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id68">[1]</a>
+          <li><a href="google-adk.html#google.adk.runners.Runner.credential_service">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id257">[1]</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiTool">CrewaiTool (class in google.adk.integrations.crewai)</a>
+        <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiTool">CrewaiTool (class in google.adk.integrations.crewai)</a>, <a href="google-adk.html#id110">[1]</a>
 
         <ul>
           <li><a href="google-adk.html#google.adk.tools.crewai_tool.CrewaiTool">(class in google.adk.tools.crewai_tool)</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.current_state">current_state() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.current_state">current_state() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id216">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.custom_metadata">custom_metadata (google.adk.agents.RunConfig attribute)</a>
 
@@ -801,6 +885,8 @@ <h2>D</h2>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.tools.data_agent.DataAgentToolset">DataAgentToolset (class in google.adk.tools.data_agent)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.sessions.DatabaseSessionService">DatabaseSessionService (class in google.adk.sessions)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.DEFAULT_LIVE_MODEL">DEFAULT_LIVE_MODEL (google.adk.agents.LlmAgent attribute)</a>
 </li>
@@ -809,15 +895,29 @@ <h2>D</h2>
         <li><a href="google-adk.html#google.adk.artifacts.BaseArtifactService.delete_artifact">delete_artifact() (google.adk.artifacts.BaseArtifactService method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.sessions.BaseSessionService.delete_session">delete_session() (google.adk.sessions.BaseSessionService method)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.sessions.DatabaseSessionService.delete_session">(google.adk.sessions.DatabaseSessionService method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.sessions.InMemorySessionService.delete_session">(google.adk.sessions.InMemorySessionService method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.sessions.VertexAiSessionService.delete_session">(google.adk.sessions.VertexAiSessionService method)</a>
+</li>
+        </ul></li>
+        <li><a href="google-adk.html#google.adk.sessions.InMemorySessionService.delete_session_sync">delete_session_sync() (google.adk.sessions.InMemorySessionService method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.BaseAgent.description">description (google.adk.agents.BaseAgent attribute)</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiToolConfig.description">(google.adk.integrations.crewai.CrewaiToolConfig attribute)</a>
+          <li><a href="google-adk.html#google.adk.agents.BaseAgentConfig.description">(google.adk.agents.BaseAgentConfig attribute)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiTool.description">(google.adk.integrations.crewai.CrewaiTool attribute)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiToolConfig.description">(google.adk.integrations.crewai.CrewaiToolConfig attribute)</a>, <a href="google-adk.html#id117">[1]</a>
 </li>
-          <li><a href="google-adk.html#google.adk.integrations.langchain.LangchainToolConfig.description">(google.adk.integrations.langchain.LangchainToolConfig attribute)</a>
+          <li><a href="google-adk.html#google.adk.integrations.langchain.LangchainToolConfig.description">(google.adk.integrations.langchain.LangchainToolConfig attribute)</a>, <a href="google-adk.html#id156">[1]</a>
 </li>
-          <li><a href="google-adk.html#google.adk.skills.Frontmatter.description">(google.adk.skills.Frontmatter attribute)</a>, <a href="google-adk.html#id75">[1]</a>
+          <li><a href="google-adk.html#google.adk.skills.Frontmatter.description">(google.adk.skills.Frontmatter attribute)</a>, <a href="google-adk.html#id264">[1]</a>
 </li>
           <li><a href="google-adk.html#google.adk.skills.Skill.description">(google.adk.skills.Skill property)</a>
 </li>
@@ -837,9 +937,17 @@ <h2>D</h2>
     </ul></td>
     <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.disallow_transfer_to_parent">disallow_transfer_to_parent (google.adk.agents.LlmAgent attribute)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.disallow_transfer_to_parent">(google.adk.agents.LlmAgentConfig attribute)</a>
 </li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.disallow_transfer_to_peers">disallow_transfer_to_peers (google.adk.agents.LlmAgent attribute)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.disallow_transfer_to_peers">(google.adk.agents.LlmAgentConfig attribute)</a>
 </li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.tools.discovery_engine_search_tool.DiscoveryEngineSearchTool.discovery_engine_search">discovery_engine_search() (google.adk.tools.discovery_engine_search_tool.DiscoveryEngineSearchTool method)</a>
 
         <ul>
@@ -860,10 +968,10 @@ <h2>D</h2>
           <li><a href="google-adk.html#google.adk.tools.SearchResultMode.DOCUMENTS">(google.adk.tools.SearchResultMode attribute)</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.drag_and_drop">drag_and_drop() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.drag_and_drop">drag_and_drop() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id217">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.drag_and_drop">(google.adk.integrations.vmaas.SandboxClient method)</a>
+          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.drag_and_drop">(google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id235">[1]</a>
 </li>
         </ul></li>
     </ul></td>
@@ -874,6 +982,8 @@ <h2>D</h2>
   <h2>E</h2>
   <table style="width: 100%" class="indextable genindextable"><tr>
     <td style="width: 33%; vertical-align: top;"><ul>
+        <li><a href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment">E2BEnvironment (class in google.adk.integrations.e2b)</a>, <a href="google-adk.html#id137">[1]</a>
+</li>
         <li><a href="google-adk.html#google.adk.workflow.Workflow.edges">edges (google.adk.workflow.Workflow attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.enable_affective_dialog">enable_affective_dialog (google.adk.agents.RunConfig attribute)</a>
@@ -886,7 +996,7 @@ <h2>E</h2>
 </li>
         <li><a href="google-adk.html#google.adk.tools.enterprise_search_tool.EnterpriseWebSearchTool">EnterpriseWebSearchTool (class in google.adk.tools.enterprise_search_tool)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.environment">environment() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.environment">environment() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id218">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.environment_simulation.EnvironmentSimulationFactory">EnvironmentSimulationFactory (class in google.adk.tools.environment_simulation)</a>
 </li>
@@ -896,7 +1006,7 @@ <h2>E</h2>
 </li>
         <li><a href="google-adk.html#google.adk.agents.Context.error_node_path">error_node_path (google.adk.agents.Context property)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.error_retry_attempts">error_retry_attempts (google.adk.code_executors.BaseCodeExecutor attribute)</a>, <a href="google-adk.html#id30">[1]</a>
+        <li><a href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.error_retry_attempts">error_retry_attempts (google.adk.code_executors.BaseCodeExecutor attribute)</a>, <a href="google-adk.html#id68">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.events.EventActions.escalate">escalate (google.adk.events.EventActions attribute)</a>
 </li>
@@ -906,12 +1016,14 @@ <h2>E</h2>
 </li>
         <li><a href="google-adk.html#google.adk.agents.Context.event_author">event_author (google.adk.agents.Context property)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.sessions.Session.events">events (google.adk.sessions.Session attribute)</a>
+        <li><a href="google-adk.html#google.adk.telemetry.ContentCapturingMode.EVENT_ONLY">EVENT_ONLY (google.adk.telemetry.ContentCapturingMode attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.agents.InvocationContext.events_compaction_config">events_compaction_config (google.adk.agents.InvocationContext attribute)</a>
+        <li><a href="google-adk.html#google.adk.sessions.Session.events">events (google.adk.sessions.Session attribute)</a>
 </li>
     </ul></td>
     <td style="width: 33%; vertical-align: top;"><ul>
+        <li><a href="google-adk.html#google.adk.agents.InvocationContext.events_compaction_config">events_compaction_config (google.adk.agents.InvocationContext attribute)</a>
+</li>
         <li><a href="google-adk.html#google.adk.tools.example_tool.ExampleTool.examples">examples (google.adk.tools.example_tool.ExampleTool attribute)</a>
 
         <ul>
@@ -934,6 +1046,8 @@ <h2>E</h2>
 
         <ul>
           <li><a href="google-adk.html#google.adk.environment.LocalEnvironment.execute">(google.adk.environment.LocalEnvironment method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment.execute">(google.adk.integrations.e2b.E2BEnvironment method)</a>, <a href="google-adk.html#id139">[1]</a>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.execute_code">execute_code() (google.adk.code_executors.BaseCodeExecutor method)</a>
@@ -946,7 +1060,7 @@ <h2>E</h2>
         </ul></li>
         <li><a href="google-adk.html#google.adk.tools.bash_tool.ExecuteBashTool">ExecuteBashTool (class in google.adk.tools.bash_tool)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.execution_result_delimiters">execution_result_delimiters (google.adk.code_executors.BaseCodeExecutor attribute)</a>, <a href="google-adk.html#id31">[1]</a>
+        <li><a href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.execution_result_delimiters">execution_result_delimiters (google.adk.code_executors.BaseCodeExecutor attribute)</a>, <a href="google-adk.html#id69">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.environment.ExecutionResult">ExecutionResult (class in google.adk.environment)</a>
 </li>
@@ -966,7 +1080,7 @@ <h2>E</h2>
   <h2>F</h2>
   <table style="width: 100%" class="indextable genindextable"><tr>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="google-adk.html#google.adk.agents.RunConfig.field_name">field_name (google.adk.agents.RunConfig attribute)</a>, <a href="google-adk.html#id28">[1]</a>
+        <li><a href="google-adk.html#google.adk.agents.RunConfig.field_name">field_name (google.adk.agents.RunConfig attribute)</a>, <a href="google-adk.html#id66">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.BaseAgent.find_agent">find_agent() (google.adk.agents.BaseAgent method)</a>
 </li>
@@ -976,10 +1090,12 @@ <h2>F</h2>
 </li>
         <li><a href="google-adk.html#google.adk.sessions.BaseSessionService.flush">flush() (google.adk.sessions.BaseSessionService method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiTool.from_config">from_config() (google.adk.integrations.crewai.CrewaiTool class method)</a>
+        <li><a href="google-adk.html#google.adk.agents.BaseAgent.from_config">from_config() (google.adk.agents.BaseAgent class method)</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.langchain.LangchainTool.from_config">(google.adk.integrations.langchain.LangchainTool class method)</a>
+          <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiTool.from_config">(google.adk.integrations.crewai.CrewaiTool class method)</a>, <a href="google-adk.html#id111">[1]</a>
+</li>
+          <li><a href="google-adk.html#google.adk.integrations.langchain.LangchainTool.from_config">(google.adk.integrations.langchain.LangchainTool class method)</a>, <a href="google-adk.html#id154">[1]</a>
 </li>
           <li><a href="google-adk.html#google.adk.tools.agent_tool.AgentTool.from_config">(google.adk.tools.agent_tool.AgentTool class method)</a>
 </li>
@@ -1012,7 +1128,7 @@ <h2>F</h2>
 </li>
         <li><a href="google-adk.html#google.adk.tools.openapi_tool.RestApiTool.from_parsed_operation_str">from_parsed_operation_str() (google.adk.tools.openapi_tool.RestApiTool class method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.skills.Skill.frontmatter">frontmatter (google.adk.skills.Skill attribute)</a>, <a href="google-adk.html#id82">[1]</a>
+        <li><a href="google-adk.html#google.adk.skills.Skill.frontmatter">frontmatter (google.adk.skills.Skill attribute)</a>, <a href="google-adk.html#id271">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.function_tool.FunctionTool.func">func (google.adk.tools.function_tool.FunctionTool attribute)</a>
 
@@ -1040,11 +1156,17 @@ <h2>F</h2>
   <h2>G</h2>
   <table style="width: 100%" class="indextable genindextable"><tr>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProvider">GcpAuthProvider (class in google.adk.integrations.agent_identity)</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProvider">GcpAuthProvider (class in google.adk.integrations.agent_identity)</a>, <a href="google-adk.html#id80">[1]</a>
+</li>
+        <li><a href="google-adk.html#google.adk.integrations.skill_registry.GCPSkillRegistry">GCPSkillRegistry (class in google.adk.integrations.skill_registry)</a>, <a href="google-adk.html#id174">[1]</a>
+</li>
+        <li><a href="google-adk.html#google.adk.integrations.gcs.GCSAdminToolset">GCSAdminToolset (class in google.adk.integrations.gcs)</a>, <a href="google-adk.html#id146">[1]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.skill_registry.GCPSkillRegistry">GCPSkillRegistry (class in google.adk.integrations.skill_registry)</a>
+        <li><a href="google-adk.html#google.adk.integrations.gcs.GCSToolset">GCSToolset (class in google.adk.integrations.gcs)</a>, <a href="google-adk.html#id150">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.mcp_tool.gemini_to_json_schema">gemini_to_json_schema() (in module google.adk.tools.mcp_tool)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.telemetry.TelemetryConfig.genai_semconv_stability_opt_in">genai_semconv_stability_opt_in (google.adk.telemetry.TelemetryConfig attribute)</a>, <a href="google-adk.html#id275">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.labs.openai.OpenAILlm.generate_content_async">generate_content_async() (google.adk.labs.openai.OpenAILlm method)</a>
 
@@ -1053,14 +1175,18 @@ <h2>G</h2>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.generate_content_config">generate_content_config (google.adk.agents.LlmAgent attribute)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.generate_content_config">(google.adk.agents.LlmAgentConfig attribute)</a>
 </li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.agents.LiveRequestQueue.get">get() (google.adk.agents.LiveRequestQueue method)</a>
 
         <ul>
           <li><a href="google-adk.html#google.adk.sessions.State.get">(google.adk.sessions.State method)</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.get_agent_info">get_agent_info() (google.adk.integrations.agent_registry.AgentRegistry method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.get_agent_info">get_agent_info() (google.adk.integrations.agent_registry.AgentRegistry method)</a>, <a href="google-adk.html#id94">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.Context.get_artifact_version">get_artifact_version() (google.adk.agents.Context method)</a>
 
@@ -1078,13 +1204,13 @@ <h2>G</h2>
           <li><a href="google-adk.html#google.adk.tools.McpToolset.get_auth_config">(google.adk.tools.McpToolset method)</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProvider.get_auth_credential">get_auth_credential() (google.adk.integrations.agent_identity.GcpAuthProvider method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProvider.get_auth_credential">get_auth_credential() (google.adk.integrations.agent_identity.GcpAuthProvider method)</a>, <a href="google-adk.html#id81">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.Context.get_auth_response">get_auth_response() (google.adk.agents.Context method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.get_current_url">get_current_url() (google.adk.integrations.vmaas.SandboxClient method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.get_current_url">get_current_url() (google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id236">[1]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.get_endpoint">get_endpoint() (google.adk.integrations.agent_registry.AgentRegistry method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.get_endpoint">get_endpoint() (google.adk.integrations.agent_registry.AgentRegistry method)</a>, <a href="google-adk.html#id95">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.code_executors.CodeExecutorContext.get_error_count">get_error_count() (google.adk.code_executors.CodeExecutorContext method)</a>
 </li>
@@ -1095,22 +1221,18 @@ <h2>G</h2>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.code_executors.CodeExecutorContext.get_execution_id">get_execution_id() (google.adk.code_executors.CodeExecutorContext method)</a>
-</li>
-        <li><a href="google-adk.html#google.adk.events.Event.get_function_calls">get_function_calls() (google.adk.events.Event method)</a>
-</li>
-        <li><a href="google-adk.html#google.adk.events.Event.get_function_responses">get_function_responses() (google.adk.events.Event method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.code_executors.CodeExecutorContext.get_input_files">get_input_files() (google.adk.code_executors.CodeExecutorContext method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.Context.get_invocation_context">get_invocation_context() (google.adk.agents.Context method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.get_mcp_server">get_mcp_server() (google.adk.integrations.agent_registry.AgentRegistry method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.get_mcp_server">get_mcp_server() (google.adk.integrations.agent_registry.AgentRegistry method)</a>, <a href="google-adk.html#id96">[1]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.get_mcp_toolset">get_mcp_toolset() (google.adk.integrations.agent_registry.AgentRegistry method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.get_mcp_toolset">get_mcp_toolset() (google.adk.integrations.agent_registry.AgentRegistry method)</a>, <a href="google-adk.html#id97">[1]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.get_model_name">get_model_name() (google.adk.integrations.agent_registry.AgentRegistry method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.get_model_name">get_model_name() (google.adk.integrations.agent_registry.AgentRegistry method)</a>, <a href="google-adk.html#id98">[1]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.parameter_manager.ParameterManagerClient.get_parameter">get_parameter() (google.adk.integrations.parameter_manager.ParameterManagerClient method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.parameter_manager.ParameterManagerClient.get_parameter">get_parameter() (google.adk.integrations.parameter_manager.ParameterManagerClient method)</a>, <a href="google-adk.html#id163">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.plugins.PluginManager.get_plugin">get_plugin() (google.adk.plugins.PluginManager method)</a>
 </li>
@@ -1118,7 +1240,7 @@ <h2>G</h2>
 </li>
         <li><a href="google-adk.html#google.adk.skills.Resources.get_reference">get_reference() (google.adk.skills.Resources method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.get_remote_a2a_agent">get_remote_a2a_agent() (google.adk.integrations.agent_registry.AgentRegistry method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.get_remote_a2a_agent">get_remote_a2a_agent() (google.adk.integrations.agent_registry.AgentRegistry method)</a>, <a href="google-adk.html#id99">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.mcp_tool.McpToolset.get_resource_info">get_resource_info() (google.adk.tools.mcp_tool.McpToolset method)</a>
 
@@ -1126,17 +1248,27 @@ <h2>G</h2>
           <li><a href="google-adk.html#google.adk.tools.McpToolset.get_resource_info">(google.adk.tools.McpToolset method)</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.get_screenshot">get_screenshot() (google.adk.integrations.vmaas.SandboxClient method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.get_screenshot">get_screenshot() (google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id237">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.skills.Resources.get_script">get_script() (google.adk.skills.Resources method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.secret_manager.SecretManagerClient.get_secret">get_secret() (google.adk.integrations.secret_manager.SecretManagerClient method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.secret_manager.SecretManagerClient.get_secret">get_secret() (google.adk.integrations.secret_manager.SecretManagerClient method)</a>, <a href="google-adk.html#id170">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.sessions.BaseSessionService.get_session">get_session() (google.adk.sessions.BaseSessionService method)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.sessions.DatabaseSessionService.get_session">(google.adk.sessions.DatabaseSessionService method)</a>
 </li>
+          <li><a href="google-adk.html#google.adk.sessions.InMemorySessionService.get_session">(google.adk.sessions.InMemorySessionService method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.sessions.VertexAiSessionService.get_session">(google.adk.sessions.VertexAiSessionService method)</a>
+</li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.get_session_config">get_session_config (google.adk.agents.RunConfig attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.skill_registry.GCPSkillRegistry.get_skill">get_skill() (google.adk.integrations.skill_registry.GCPSkillRegistry method)</a>
+        <li><a href="google-adk.html#google.adk.sessions.InMemorySessionService.get_session_sync">get_session_sync() (google.adk.sessions.InMemorySessionService method)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.integrations.skill_registry.GCPSkillRegistry.get_skill">get_skill() (google.adk.integrations.skill_registry.GCPSkillRegistry method)</a>, <a href="google-adk.html#id175">[1]</a>
 
         <ul>
           <li><a href="google-adk.html#google.adk.skills.SkillRegistry.get_skill">(google.adk.skills.SkillRegistry method)</a>
@@ -1146,9 +1278,13 @@ <h2>G</h2>
 </li>
         <li><a href="google-adk.html#google.adk.tools.openapi_tool.OpenAPIToolset.get_tool">get_tool() (google.adk.tools.openapi_tool.OpenAPIToolset method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.tools.apihub_tool.APIHubToolset.get_tools">get_tools() (google.adk.tools.apihub_tool.APIHubToolset method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.gcs.GCSAdminToolset.get_tools">get_tools() (google.adk.integrations.gcs.GCSAdminToolset method)</a>, <a href="google-adk.html#id147">[1]</a>
 
         <ul>
+          <li><a href="google-adk.html#google.adk.integrations.gcs.GCSToolset.get_tools">(google.adk.integrations.gcs.GCSToolset method)</a>, <a href="google-adk.html#id151">[1]</a>
+</li>
+          <li><a href="google-adk.html#google.adk.tools.apihub_tool.APIHubToolset.get_tools">(google.adk.tools.apihub_tool.APIHubToolset method)</a>
+</li>
           <li><a href="google-adk.html#google.adk.tools.APIHubToolset.get_tools">(google.adk.tools.APIHubToolset method)</a>
 </li>
           <li><a href="google-adk.html#google.adk.tools.application_integration_tool.ApplicationIntegrationToolset.get_tools">(google.adk.tools.application_integration_tool.ApplicationIntegrationToolset method)</a>
@@ -1182,7 +1318,7 @@ <h2>G</h2>
         </ul></li>
         <li><a href="google-adk.html#google.adk.tools.base_toolset.BaseToolset.get_tools_with_prefix">get_tools_with_prefix() (google.adk.tools.base_toolset.BaseToolset method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.api_registry.ApiRegistry.get_toolset">get_toolset() (google.adk.integrations.api_registry.ApiRegistry method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.api_registry.ApiRegistry.get_toolset">get_toolset() (google.adk.integrations.api_registry.ApiRegistry method)</a>, <a href="google-adk.html#id105">[1]</a>
 
         <ul>
           <li><a href="google-adk.html#google.adk.tools.ApiRegistry.get_toolset">(google.adk.tools.ApiRegistry method)</a>
@@ -1190,20 +1326,30 @@ <h2>G</h2>
         </ul></li>
         <li><a href="google-adk.html#google.adk.tools.get_user_choice_tool.get_user_choice">get_user_choice() (in module google.adk.tools.get_user_choice_tool)</a>
 </li>
+        <li><a href="google-adk.html#google.adk.sessions.BaseSessionService.get_user_state">get_user_state() (google.adk.sessions.BaseSessionService method)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.sessions.DatabaseSessionService.get_user_state">(google.adk.sessions.DatabaseSessionService method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.sessions.InMemorySessionService.get_user_state">(google.adk.sessions.InMemorySessionService method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.sessions.VertexAiSessionService.get_user_state">(google.adk.sessions.VertexAiSessionService method)</a>
+</li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.global_instruction">global_instruction (google.adk.agents.LlmAgent attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.google_api_tool.GmailToolset">GmailToolset (class in google.adk.tools.google_api_tool)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.go_back">go_back() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.go_back">go_back() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id219">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.go_back">(google.adk.integrations.vmaas.SandboxClient method)</a>
+          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.go_back">(google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id238">[1]</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.go_forward">go_forward() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.go_forward">go_forward() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id220">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.go_forward">(google.adk.integrations.vmaas.SandboxClient method)</a>
+          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.go_forward">(google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id239">[1]</a>
 </li>
         </ul></li>
         <li>
@@ -1288,90 +1434,113 @@ <h2>G</h2>
 
         <ul>
           <li><a href="google-adk.html#module-google.adk.flows">module</a>
+</li>
+        </ul></li>
+        <li>
+    google.adk.integrations
+
+        <ul>
+          <li><a href="google-adk.html#module-google.adk.integrations">module</a>
 </li>
         </ul></li>
         <li>
     google.adk.integrations.agent_identity
 
         <ul>
-          <li><a href="google-adk.html#module-google.adk.integrations.agent_identity">module</a>
+          <li><a href="google-adk.html#module-0">module</a>, <a href="google-adk.html#module-google.adk.integrations.agent_identity">[1]</a>
 </li>
         </ul></li>
         <li>
     google.adk.integrations.agent_registry
 
         <ul>
-          <li><a href="google-adk.html#module-google.adk.integrations.agent_registry">module</a>
+          <li><a href="google-adk.html#module-1">module</a>, <a href="google-adk.html#module-google.adk.integrations.agent_registry">[1]</a>
 </li>
         </ul></li>
         <li>
     google.adk.integrations.api_registry
 
         <ul>
-          <li><a href="google-adk.html#module-google.adk.integrations.api_registry">module</a>
+          <li><a href="google-adk.html#module-2">module</a>, <a href="google-adk.html#module-google.adk.integrations.api_registry">[1]</a>
 </li>
         </ul></li>
         <li>
     google.adk.integrations.bigquery
 
         <ul>
-          <li><a href="google-adk.html#module-google.adk.integrations.bigquery">module</a>
+          <li><a href="google-adk.html#module-3">module</a>, <a href="google-adk.html#module-google.adk.integrations.bigquery">[1]</a>
 </li>
         </ul></li>
         <li>
     google.adk.integrations.crewai
 
         <ul>
-          <li><a href="google-adk.html#module-google.adk.integrations.crewai">module</a>
+          <li><a href="google-adk.html#module-4">module</a>, <a href="google-adk.html#module-google.adk.integrations.crewai">[1]</a>
+</li>
+        </ul></li>
+        <li>
+    google.adk.integrations.e2b
+
+        <ul>
+          <li><a href="google-adk.html#module-5">module</a>, <a href="google-adk.html#module-google.adk.integrations.e2b">[1]</a>
 </li>
         </ul></li>
         <li>
     google.adk.integrations.firestore
 
         <ul>
-          <li><a href="google-adk.html#module-google.adk.integrations.firestore">module</a>
+          <li><a href="google-adk.html#module-6">module</a>, <a href="google-adk.html#module-google.adk.integrations.firestore">[1]</a>
+</li>
+        </ul></li>
+        <li>
+    google.adk.integrations.gcs
+
+        <ul>
+          <li><a href="google-adk.html#module-7">module</a>, <a href="google-adk.html#module-google.adk.integrations.gcs">[1]</a>
 </li>
         </ul></li>
         <li>
     google.adk.integrations.langchain
 
         <ul>
-          <li><a href="google-adk.html#module-google.adk.integrations.langchain">module</a>
+          <li><a href="google-adk.html#module-8">module</a>, <a href="google-adk.html#module-google.adk.integrations.langchain">[1]</a>
 </li>
         </ul></li>
         <li>
     google.adk.integrations.parameter_manager
 
         <ul>
-          <li><a href="google-adk.html#module-google.adk.integrations.parameter_manager">module</a>
+          <li><a href="google-adk.html#module-9">module</a>, <a href="google-adk.html#module-google.adk.integrations.parameter_manager">[1]</a>
 </li>
         </ul></li>
         <li>
     google.adk.integrations.secret_manager
 
         <ul>
-          <li><a href="google-adk.html#module-google.adk.integrations.secret_manager">module</a>
+          <li><a href="google-adk.html#module-10">module</a>, <a href="google-adk.html#module-google.adk.integrations.secret_manager">[1]</a>
 </li>
         </ul></li>
         <li>
     google.adk.integrations.skill_registry
 
         <ul>
-          <li><a href="google-adk.html#module-google.adk.integrations.skill_registry">module</a>
+          <li><a href="google-adk.html#module-11">module</a>, <a href="google-adk.html#module-google.adk.integrations.skill_registry">[1]</a>
 </li>
         </ul></li>
         <li>
     google.adk.integrations.slack
 
         <ul>
-          <li><a href="google-adk.html#module-google.adk.integrations.slack">module</a>
+          <li><a href="google-adk.html#module-12">module</a>, <a href="google-adk.html#module-google.adk.integrations.slack">[1]</a>
 </li>
         </ul></li>
+    </ul></td>
+    <td style="width: 33%; vertical-align: top;"><ul>
         <li>
     google.adk.integrations.vmaas
 
         <ul>
-          <li><a href="google-adk.html#module-google.adk.integrations.vmaas">module</a>
+          <li><a href="google-adk.html#module-13">module</a>, <a href="google-adk.html#module-google.adk.integrations.vmaas">[1]</a>
 </li>
         </ul></li>
         <li>
@@ -1402,8 +1571,6 @@ <h2>G</h2>
           <li><a href="google-adk.html#module-google.adk.optimization">module</a>
 </li>
         </ul></li>
-    </ul></td>
-    <td style="width: 33%; vertical-align: top;"><ul>
         <li>
     google.adk.planners
 
@@ -1850,28 +2017,30 @@ <h2>H</h2>
 </li>
         <li><a href="google-adk.html#google.adk.events.Event.has_trailing_code_execution_result">has_trailing_code_execution_result() (google.adk.events.Event method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.tools.mcp_tool.SseConnectionParams.headers">headers (google.adk.tools.mcp_tool.SseConnectionParams attribute)</a>, <a href="google-adk.html#id119">[1]</a>
+        <li><a href="google-adk.html#google.adk.tools.mcp_tool.SseConnectionParams.headers">headers (google.adk.tools.mcp_tool.SseConnectionParams attribute)</a>, <a href="google-adk.html#id310">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.headers">(google.adk.tools.mcp_tool.StreamableHTTPConnectionParams attribute)</a>, <a href="google-adk.html#id126">[1]</a>
+          <li><a href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.headers">(google.adk.tools.mcp_tool.StreamableHTTPConnectionParams attribute)</a>, <a href="google-adk.html#id317">[1]</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.health_check">health_check() (google.adk.integrations.vmaas.SandboxClient method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.health_check">health_check() (google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id240">[1]</a>
 </li>
     </ul></td>
     <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="google-adk.html#google.adk.tools.tool_confirmation.ToolConfirmation.hint">hint (google.adk.tools.tool_confirmation.ToolConfirmation attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.hover_at">hover_at() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.agents.RunConfig.history_config">history_config (google.adk.agents.RunConfig attribute)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.hover_at">hover_at() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id221">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.hover_at">(google.adk.integrations.vmaas.SandboxClient method)</a>
+          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.hover_at">(google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id241">[1]</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.tools.mcp_tool.SseConnectionParams.httpx_client_factory">httpx_client_factory (google.adk.tools.mcp_tool.SseConnectionParams attribute)</a>, <a href="google-adk.html#id120">[1]</a>
+        <li><a href="google-adk.html#google.adk.tools.mcp_tool.SseConnectionParams.httpx_client_factory">httpx_client_factory (google.adk.tools.mcp_tool.SseConnectionParams attribute)</a>, <a href="google-adk.html#id311">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.httpx_client_factory">(google.adk.tools.mcp_tool.StreamableHTTPConnectionParams attribute)</a>, <a href="google-adk.html#id127">[1]</a>
+          <li><a href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.httpx_client_factory">(google.adk.tools.mcp_tool.StreamableHTTPConnectionParams attribute)</a>, <a href="google-adk.html#id318">[1]</a>
 </li>
         </ul></li>
     </ul></td>
@@ -1889,7 +2058,11 @@ <h2>I</h2>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.include_contents">include_contents (google.adk.agents.LlmAgent attribute)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.include_contents">(google.adk.agents.LlmAgentConfig attribute)</a>
 </li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.tools.agent_tool.AgentTool.include_plugins">include_plugins (google.adk.tools.agent_tool.AgentTool attribute)</a>
 
         <ul>
@@ -1909,12 +2082,16 @@ <h2>I</h2>
         <ul>
           <li><a href="google-adk.html#google.adk.environment.LocalEnvironment.initialize">(google.adk.environment.LocalEnvironment method)</a>
 </li>
-          <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.initialize">(google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+          <li><a href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment.initialize">(google.adk.integrations.e2b.E2BEnvironment method)</a>, <a href="google-adk.html#id140">[1]</a>
+</li>
+          <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.initialize">(google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id222">[1]</a>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.runners.InMemoryRunner">InMemoryRunner (class in google.adk.runners)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.examples.Example.input">input (google.adk.examples.Example attribute)</a>, <a href="google-adk.html#id35">[1]</a>
+        <li><a href="google-adk.html#google.adk.sessions.InMemorySessionService">InMemorySessionService (class in google.adk.sessions)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.examples.Example.input">input (google.adk.examples.Example attribute)</a>, <a href="google-adk.html#id73">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.input_audio_transcription">input_audio_transcription (google.adk.agents.RunConfig attribute)</a>
 </li>
@@ -1923,14 +2100,20 @@ <h2>I</h2>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.input_schema">input_schema (google.adk.agents.LlmAgent attribute)</a>
 
         <ul>
+          <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.input_schema">(google.adk.agents.LlmAgentConfig attribute)</a>
+</li>
           <li><a href="google-adk.html#google.adk.workflow.BaseNode.input_schema">(google.adk.workflow.BaseNode attribute)</a>
 </li>
         </ul></li>
     </ul></td>
     <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.instruction">instruction (google.adk.agents.LlmAgent attribute)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.instruction">(google.adk.agents.LlmAgentConfig attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.skills.Skill.instructions">instructions (google.adk.skills.Skill attribute)</a>, <a href="google-adk.html#id83">[1]</a>
+        </ul></li>
+        <li><a href="google-adk.html#google.adk.skills.Skill.instructions">instructions (google.adk.skills.Skill attribute)</a>, <a href="google-adk.html#id272">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.application_integration_tool.IntegrationConnectorTool">IntegrationConnectorTool (class in google.adk.tools.application_integration_tool)</a>
 </li>
@@ -1945,6 +2128,8 @@ <h2>I</h2>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.events.Event.is_final_response">is_final_response() (google.adk.events.Event method)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.environment.BaseEnvironment.is_initialized">is_initialized (google.adk.environment.BaseEnvironment property)</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.base_tool.BaseTool.is_long_running">is_long_running (google.adk.tools.base_tool.BaseTool attribute)</a>
 
@@ -1984,10 +2169,10 @@ <h2>J</h2>
   <h2>K</h2>
   <table style="width: 100%" class="indextable genindextable"><tr>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.key_combination">key_combination() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.key_combination">key_combination() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id223">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.key_combination">(google.adk.integrations.vmaas.SandboxClient method)</a>
+          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.key_combination">(google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id242">[1]</a>
 </li>
         </ul></li>
     </ul></td>
@@ -1998,7 +2183,7 @@ <h2>K</h2>
   <h2>L</h2>
   <table style="width: 100%" class="indextable genindextable"><tr>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="google-adk.html#google.adk.integrations.langchain.LangchainTool">LangchainTool (class in google.adk.integrations.langchain)</a>
+        <li><a href="google-adk.html#google.adk.integrations.langchain.LangchainTool">LangchainTool (class in google.adk.integrations.langchain)</a>, <a href="google-adk.html#id153">[1]</a>
 
         <ul>
           <li><a href="google-adk.html#google.adk.tools.langchain_tool.LangchainTool">(class in google.adk.tools.langchain_tool)</a>
@@ -2006,9 +2191,9 @@ <h2>L</h2>
         </ul></li>
         <li><a href="google-adk.html#google.adk.sessions.Session.last_update_time">last_update_time (google.adk.sessions.Session attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.skills.Frontmatter.license">license (google.adk.skills.Frontmatter attribute)</a>, <a href="google-adk.html#id76">[1]</a>
+        <li><a href="google-adk.html#google.adk.skills.Frontmatter.license">license (google.adk.skills.Frontmatter attribute)</a>, <a href="google-adk.html#id265">[1]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.list_agents">list_agents() (google.adk.integrations.agent_registry.AgentRegistry method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.list_agents">list_agents() (google.adk.integrations.agent_registry.AgentRegistry method)</a>, <a href="google-adk.html#id100">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.artifacts.BaseArtifactService.list_artifact_keys">list_artifact_keys() (google.adk.artifacts.BaseArtifactService method)</a>
 </li>
@@ -2018,9 +2203,9 @@ <h2>L</h2>
 </li>
         <li><a href="google-adk.html#google.adk.skills.Resources.list_assets">list_assets() (google.adk.skills.Resources method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.list_endpoints">list_endpoints() (google.adk.integrations.agent_registry.AgentRegistry method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.list_endpoints">list_endpoints() (google.adk.integrations.agent_registry.AgentRegistry method)</a>, <a href="google-adk.html#id101">[1]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.list_mcp_servers">list_mcp_servers() (google.adk.integrations.agent_registry.AgentRegistry method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_registry.AgentRegistry.list_mcp_servers">list_mcp_servers() (google.adk.integrations.agent_registry.AgentRegistry method)</a>, <a href="google-adk.html#id102">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.skills.Resources.list_references">list_references() (google.adk.skills.Resources method)</a>
 </li>
@@ -2033,17 +2218,27 @@ <h2>L</h2>
         <li><a href="google-adk.html#google.adk.skills.Resources.list_scripts">list_scripts() (google.adk.skills.Resources method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.sessions.BaseSessionService.list_sessions">list_sessions() (google.adk.sessions.BaseSessionService method)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.sessions.DatabaseSessionService.list_sessions">(google.adk.sessions.DatabaseSessionService method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.sessions.InMemorySessionService.list_sessions">(google.adk.sessions.InMemorySessionService method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.sessions.VertexAiSessionService.list_sessions">(google.adk.sessions.VertexAiSessionService method)</a>
+</li>
+        </ul></li>
+        <li><a href="google-adk.html#google.adk.sessions.InMemorySessionService.list_sessions_sync">list_sessions_sync() (google.adk.sessions.InMemorySessionService method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.skills.list_skills_in_dir">list_skills_in_dir() (in module google.adk.skills)</a>
 </li>
         <li><a href="google-adk.html#google.adk.skills.list_skills_in_gcs_dir">list_skills_in_gcs_dir() (in module google.adk.skills)</a>
 </li>
+    </ul></td>
+    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="google-adk.html#google.adk.artifacts.BaseArtifactService.list_versions">list_versions() (google.adk.artifacts.BaseArtifactService method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.skill_toolset.ListSkillsTool">ListSkillsTool (class in google.adk.tools.skill_toolset)</a>
 </li>
-    </ul></td>
-    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.live_request_queue">live_request_queue (google.adk.agents.InvocationContext attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.live_session_resumption_handle">live_session_resumption_handle (google.adk.agents.InvocationContext attribute)</a>
@@ -2096,9 +2291,9 @@ <h2>L</h2>
   <h2>M</h2>
   <table style="width: 100%" class="indextable genindextable"><tr>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.make_cdp_batch_request">make_cdp_batch_request() (google.adk.integrations.vmaas.SandboxClient method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.make_cdp_batch_request">make_cdp_batch_request() (google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id243">[1]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.make_cdp_request">make_cdp_request() (google.adk.integrations.vmaas.SandboxClient method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.make_cdp_request">make_cdp_request() (google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id244">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.workflow.RetryConfig.max_attempts">max_attempts (google.adk.workflow.RetryConfig attribute)</a>
 </li>
@@ -2111,12 +2306,16 @@ <h2>M</h2>
         <li><a href="google-adk.html#google.adk.tools.bash_tool.BashToolPolicy.max_file_size_bytes">max_file_size_bytes (google.adk.tools.bash_tool.BashToolPolicy attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LoopAgent.max_iterations">max_iterations (google.adk.agents.LoopAgent attribute)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.agents.LoopAgentConfig.max_iterations">(google.adk.agents.LoopAgentConfig attribute)</a>
 </li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.max_llm_calls">max_llm_calls (google.adk.agents.RunConfig attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.bash_tool.BashToolPolicy.max_memory_bytes">max_memory_bytes (google.adk.tools.bash_tool.BashToolPolicy attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.labs.openai.OpenAILlm.max_tokens">max_tokens (google.adk.labs.openai.OpenAILlm attribute)</a>, <a href="google-adk.html#id61">[1]</a>
+        <li><a href="google-adk.html#google.adk.labs.openai.OpenAILlm.max_tokens">max_tokens (google.adk.labs.openai.OpenAILlm attribute)</a>, <a href="google-adk.html#id250">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.mcp_tool.McpTool.mcp_app_resource_uri">mcp_app_resource_uri (google.adk.tools.mcp_tool.McpTool property)</a>
 </li>
@@ -2139,7 +2338,7 @@ <h2>M</h2>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.memory_service">memory_service (google.adk.agents.InvocationContext attribute)</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.runners.Runner.memory_service">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id69">[1]</a>
+          <li><a href="google-adk.html#google.adk.runners.Runner.memory_service">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id258">[1]</a>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.events.Event.message">message (google.adk.events.Event property)</a>
@@ -2148,7 +2347,7 @@ <h2>M</h2>
           <li><a href="google-adk.html#google.adk.events.RequestInput.message">(google.adk.events.RequestInput attribute)</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.skills.Frontmatter.metadata">metadata (google.adk.skills.Frontmatter attribute)</a>, <a href="google-adk.html#id77">[1]</a>
+        <li><a href="google-adk.html#google.adk.skills.Frontmatter.metadata">metadata (google.adk.skills.Frontmatter attribute)</a>, <a href="google-adk.html#id266">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.evaluation.AgentEvaluator.migrate_eval_data_to_new_schema">migrate_eval_data_to_new_schema() (google.adk.evaluation.AgentEvaluator static method)</a>
 </li>
@@ -2157,13 +2356,17 @@ <h2>M</h2>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.model">model (google.adk.agents.LlmAgent attribute)</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.labs.openai.OpenAILlm.model">(google.adk.labs.openai.OpenAILlm attribute)</a>, <a href="google-adk.html#id62">[1]</a>
+          <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.model">(google.adk.agents.LlmAgentConfig attribute)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.labs.openai.OpenAILlm.model">(google.adk.labs.openai.OpenAILlm attribute)</a>, <a href="google-adk.html#id251">[1]</a>
 </li>
           <li><a href="google-adk.html#google.adk.models.BaseLlm.model">(google.adk.models.BaseLlm attribute)</a>
 </li>
           <li><a href="google-adk.html#google.adk.tools.google_search_agent_tool.GoogleSearchAgentTool.model">(google.adk.tools.google_search_agent_tool.GoogleSearchAgentTool attribute)</a>
 </li>
         </ul></li>
+        <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.model_code">model_code (google.adk.agents.LlmAgentConfig attribute)</a>
+</li>
         <li><a href="google-adk.html#google.adk.workflow.FunctionNode.model_copy">model_copy() (google.adk.workflow.FunctionNode method)</a>
 
         <ul>
@@ -2178,6 +2381,8 @@ <h2>M</h2>
           <li><a href="google-adk.html#google.adk.agents.LlmAgent.model_post_init">(google.adk.agents.LlmAgent method)</a>
 </li>
           <li><a href="google-adk.html#google.adk.events.Event.model_post_init">(google.adk.events.Event method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.integrations.gcs.GCSCredentialsConfig.model_post_init">(google.adk.integrations.gcs.GCSCredentialsConfig method)</a>, <a href="google-adk.html#id149">[1]</a>
 </li>
           <li><a href="google-adk.html#google.adk.sessions.Session.model_post_init">(google.adk.sessions.Session method)</a>
 </li>
@@ -2224,29 +2429,35 @@ <h2>M</h2>
 </li>
           <li><a href="google-adk.html#module-google.adk.flows">google.adk.flows</a>
 </li>
-          <li><a href="google-adk.html#module-google.adk.integrations.agent_identity">google.adk.integrations.agent_identity</a>
+          <li><a href="google-adk.html#module-google.adk.integrations">google.adk.integrations</a>
+</li>
+          <li><a href="google-adk.html#module-0">google.adk.integrations.agent_identity</a>, <a href="google-adk.html#module-google.adk.integrations.agent_identity">[1]</a>
 </li>
-          <li><a href="google-adk.html#module-google.adk.integrations.agent_registry">google.adk.integrations.agent_registry</a>
+          <li><a href="google-adk.html#module-1">google.adk.integrations.agent_registry</a>, <a href="google-adk.html#module-google.adk.integrations.agent_registry">[1]</a>
 </li>
-          <li><a href="google-adk.html#module-google.adk.integrations.api_registry">google.adk.integrations.api_registry</a>
+          <li><a href="google-adk.html#module-2">google.adk.integrations.api_registry</a>, <a href="google-adk.html#module-google.adk.integrations.api_registry">[1]</a>
 </li>
-          <li><a href="google-adk.html#module-google.adk.integrations.bigquery">google.adk.integrations.bigquery</a>
+          <li><a href="google-adk.html#module-3">google.adk.integrations.bigquery</a>, <a href="google-adk.html#module-google.adk.integrations.bigquery">[1]</a>
 </li>
-          <li><a href="google-adk.html#module-google.adk.integrations.crewai">google.adk.integrations.crewai</a>
+          <li><a href="google-adk.html#module-4">google.adk.integrations.crewai</a>, <a href="google-adk.html#module-google.adk.integrations.crewai">[1]</a>
 </li>
-          <li><a href="google-adk.html#module-google.adk.integrations.firestore">google.adk.integrations.firestore</a>
+          <li><a href="google-adk.html#module-5">google.adk.integrations.e2b</a>, <a href="google-adk.html#module-google.adk.integrations.e2b">[1]</a>
 </li>
-          <li><a href="google-adk.html#module-google.adk.integrations.langchain">google.adk.integrations.langchain</a>
+          <li><a href="google-adk.html#module-6">google.adk.integrations.firestore</a>, <a href="google-adk.html#module-google.adk.integrations.firestore">[1]</a>
 </li>
-          <li><a href="google-adk.html#module-google.adk.integrations.parameter_manager">google.adk.integrations.parameter_manager</a>
+          <li><a href="google-adk.html#module-7">google.adk.integrations.gcs</a>, <a href="google-adk.html#module-google.adk.integrations.gcs">[1]</a>
 </li>
-          <li><a href="google-adk.html#module-google.adk.integrations.secret_manager">google.adk.integrations.secret_manager</a>
+          <li><a href="google-adk.html#module-8">google.adk.integrations.langchain</a>, <a href="google-adk.html#module-google.adk.integrations.langchain">[1]</a>
 </li>
-          <li><a href="google-adk.html#module-google.adk.integrations.skill_registry">google.adk.integrations.skill_registry</a>
+          <li><a href="google-adk.html#module-9">google.adk.integrations.parameter_manager</a>, <a href="google-adk.html#module-google.adk.integrations.parameter_manager">[1]</a>
 </li>
-          <li><a href="google-adk.html#module-google.adk.integrations.slack">google.adk.integrations.slack</a>
+          <li><a href="google-adk.html#module-10">google.adk.integrations.secret_manager</a>, <a href="google-adk.html#module-google.adk.integrations.secret_manager">[1]</a>
 </li>
-          <li><a href="google-adk.html#module-google.adk.integrations.vmaas">google.adk.integrations.vmaas</a>
+          <li><a href="google-adk.html#module-11">google.adk.integrations.skill_registry</a>, <a href="google-adk.html#module-google.adk.integrations.skill_registry">[1]</a>
+</li>
+          <li><a href="google-adk.html#module-12">google.adk.integrations.slack</a>, <a href="google-adk.html#module-google.adk.integrations.slack">[1]</a>
+</li>
+          <li><a href="google-adk.html#module-13">google.adk.integrations.vmaas</a>, <a href="google-adk.html#module-google.adk.integrations.vmaas">[1]</a>
 </li>
           <li><a href="google-adk.html#module-google.adk.labs.openai">google.adk.labs.openai</a>
 </li>
@@ -2392,13 +2603,17 @@ <h2>N</h2>
         <li><a href="google-adk.html#google.adk.agents.BaseAgent.name">name (google.adk.agents.BaseAgent attribute)</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProviderScheme.name">(google.adk.integrations.agent_identity.GcpAuthProviderScheme attribute)</a>, <a href="google-adk.html#id38">[1]</a>
+          <li><a href="google-adk.html#google.adk.agents.BaseAgentConfig.name">(google.adk.agents.BaseAgentConfig attribute)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProviderScheme.name">(google.adk.integrations.agent_identity.GcpAuthProviderScheme attribute)</a>, <a href="google-adk.html#id76">[1]</a>, <a href="google-adk.html#id84">[2]</a>, <a href="google-adk.html#id89">[3]</a>
 </li>
-          <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiToolConfig.name">(google.adk.integrations.crewai.CrewaiToolConfig attribute)</a>
+          <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiTool.name">(google.adk.integrations.crewai.CrewaiTool attribute)</a>
 </li>
-          <li><a href="google-adk.html#google.adk.integrations.langchain.LangchainToolConfig.name">(google.adk.integrations.langchain.LangchainToolConfig attribute)</a>
+          <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiToolConfig.name">(google.adk.integrations.crewai.CrewaiToolConfig attribute)</a>, <a href="google-adk.html#id118">[1]</a>
 </li>
-          <li><a href="google-adk.html#google.adk.skills.Frontmatter.name">(google.adk.skills.Frontmatter attribute)</a>, <a href="google-adk.html#id78">[1]</a>
+          <li><a href="google-adk.html#google.adk.integrations.langchain.LangchainToolConfig.name">(google.adk.integrations.langchain.LangchainToolConfig attribute)</a>, <a href="google-adk.html#id157">[1]</a>
+</li>
+          <li><a href="google-adk.html#google.adk.skills.Frontmatter.name">(google.adk.skills.Frontmatter attribute)</a>, <a href="google-adk.html#id267">[1]</a>
 </li>
           <li><a href="google-adk.html#google.adk.skills.Skill.name">(google.adk.skills.Skill property)</a>
 </li>
@@ -2419,15 +2634,17 @@ <h2>N</h2>
         </ul></li>
     </ul></td>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.navigate">navigate() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.navigate">navigate() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id224">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.navigate">(google.adk.integrations.vmaas.SandboxClient method)</a>
+          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.navigate">(google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id245">[1]</a>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.events.Event.new_id">new_id() (google.adk.events.Event static method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.models.LLMRegistry.new_llm">new_llm() (google.adk.models.LLMRegistry static method)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.telemetry.ContentCapturingMode.NO_CONTENT">NO_CONTENT (google.adk.telemetry.ContentCapturingMode attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.Context.node">node (google.adk.agents.Context property)</a>
 </li>
@@ -2465,11 +2682,11 @@ <h2>O</h2>
 </li>
         <li><a href="google-adk.html#google.adk.plugins.BasePlugin.on_user_message_callback">on_user_message_callback() (google.adk.plugins.BasePlugin method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.open_web_browser">open_web_browser() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.open_web_browser">open_web_browser() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id225">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.openapi_tool.OpenAPIToolset">OpenAPIToolset (class in google.adk.tools.openapi_tool)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.optimize_data_file">optimize_data_file (google.adk.code_executors.BaseCodeExecutor attribute)</a>, <a href="google-adk.html#id32">[1]</a>
+        <li><a href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.optimize_data_file">optimize_data_file (google.adk.code_executors.BaseCodeExecutor attribute)</a>, <a href="google-adk.html#id70">[1]</a>
 
         <ul>
           <li><a href="google-adk.html#google.adk.code_executors.UnsafeLocalCodeExecutor.optimize_data_file">(google.adk.code_executors.UnsafeLocalCodeExecutor attribute)</a>
@@ -2484,18 +2701,24 @@ <h2>O</h2>
         <ul>
           <li><a href="google-adk.html#google.adk.events.Event.output">(google.adk.events.Event attribute)</a>
 </li>
-          <li><a href="google-adk.html#google.adk.examples.Example.output">(google.adk.examples.Example attribute)</a>, <a href="google-adk.html#id36">[1]</a>
+          <li><a href="google-adk.html#google.adk.examples.Example.output">(google.adk.examples.Example attribute)</a>, <a href="google-adk.html#id74">[1]</a>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.output_audio_transcription">output_audio_transcription (google.adk.agents.RunConfig attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.output_key">output_key (google.adk.agents.LlmAgent attribute)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.output_key">(google.adk.agents.LlmAgentConfig attribute)</a>
 </li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.output_realtime_cache">output_realtime_cache (google.adk.agents.InvocationContext attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.output_schema">output_schema (google.adk.agents.LlmAgent attribute)</a>
 
         <ul>
+          <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.output_schema">(google.adk.agents.LlmAgentConfig attribute)</a>
+</li>
           <li><a href="google-adk.html#google.adk.workflow.BaseNode.output_schema">(google.adk.workflow.BaseNode attribute)</a>
 </li>
         </ul></li>
@@ -2515,7 +2738,7 @@ <h2>P</h2>
         </ul></li>
         <li><a href="google-adk.html#google.adk.workflow.FunctionNode.parameter_binding">parameter_binding (google.adk.workflow.FunctionNode attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.parameter_manager.ParameterManagerClient">ParameterManagerClient (class in google.adk.integrations.parameter_manager)</a>
+        <li><a href="google-adk.html#google.adk.integrations.parameter_manager.ParameterManagerClient">ParameterManagerClient (class in google.adk.integrations.parameter_manager)</a>, <a href="google-adk.html#id160">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.BaseAgent.parent_agent">parent_agent (google.adk.agents.BaseAgent attribute)</a>
 </li>
@@ -2534,7 +2757,7 @@ <h2>P</h2>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.plugin_manager">plugin_manager (google.adk.agents.InvocationContext attribute)</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.runners.Runner.plugin_manager">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id70">[1]</a>
+          <li><a href="google-adk.html#google.adk.runners.Runner.plugin_manager">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id259">[1]</a>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.plugins.PluginManager">PluginManager (class in google.adk.plugins)</a>
@@ -2549,7 +2772,7 @@ <h2>P</h2>
         </ul></li>
         <li><a href="google-adk.html#google.adk.tools.preload_memory_tool.PreloadMemoryTool">PreloadMemoryTool (class in google.adk.tools.preload_memory_tool)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.prepare">prepare() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.prepare">prepare() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id226">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.proactivity">proactivity (google.adk.agents.RunConfig attribute)</a>
 </li>
@@ -2621,6 +2844,8 @@ <h2>R</h2>
 
         <ul>
           <li><a href="google-adk.html#google.adk.environment.LocalEnvironment.read_file">(google.adk.environment.LocalEnvironment method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment.read_file">(google.adk.integrations.e2b.E2BEnvironment method)</a>, <a href="google-adk.html#id141">[1]</a>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.tools.mcp_tool.McpToolset.read_resource">read_resource() (google.adk.tools.mcp_tool.McpToolset method)</a>
@@ -2631,7 +2856,7 @@ <h2>R</h2>
         </ul></li>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.realtime_input_config">realtime_input_config (google.adk.agents.RunConfig attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.skills.Resources.references">references (google.adk.skills.Resources attribute)</a>, <a href="google-adk.html#id80">[1]</a>
+        <li><a href="google-adk.html#google.adk.skills.Resources.references">references (google.adk.skills.Resources attribute)</a>, <a href="google-adk.html#id269">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.models.LLMRegistry.register">register() (google.adk.models.LLMRegistry static method)</a>
 </li>
@@ -2661,7 +2886,9 @@ <h2>R</h2>
 </li>
         <li><a href="google-adk.html#google.adk.models.LLMRegistry.resolve">resolve() (google.adk.models.LLMRegistry static method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.skills.Skill.resources">resources (google.adk.skills.Skill attribute)</a>, <a href="google-adk.html#id84">[1]</a>
+        <li><a href="google-adk.html#google.adk.telemetry.TelemetryConfig.resolved_content_capturing_mode">resolved_content_capturing_mode (google.adk.telemetry.TelemetryConfig property)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.skills.Skill.resources">resources (google.adk.skills.Skill attribute)</a>, <a href="google-adk.html#id273">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.response_modalities">response_modalities (google.adk.agents.RunConfig attribute)</a>
 </li>
@@ -2672,7 +2899,7 @@ <h2>R</h2>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.resumability_config">resumability_config (google.adk.agents.InvocationContext attribute)</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.runners.Runner.resumability_config">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id71">[1]</a>
+          <li><a href="google-adk.html#google.adk.runners.Runner.resumability_config">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id260">[1]</a>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.agents.Context.resume_inputs">resume_inputs (google.adk.agents.Context property)</a>
@@ -2707,10 +2934,12 @@ <h2>R</h2>
 </li>
         <li><a href="google-adk.html#google.adk.plugins.PluginManager.run_after_tool_callback">run_after_tool_callback() (google.adk.plugins.PluginManager method)</a>
 </li>
+    </ul></td>
+    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="google-adk.html#google.adk.agents.BaseAgent.run_async">run_async() (google.adk.agents.BaseAgent method)</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiTool.run_async">(google.adk.integrations.crewai.CrewaiTool method)</a>
+          <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiTool.run_async">(google.adk.integrations.crewai.CrewaiTool method)</a>, <a href="google-adk.html#id112">[1]</a>
 </li>
           <li><a href="google-adk.html#google.adk.runners.Runner.run_async">(google.adk.runners.Runner method)</a>
 </li>
@@ -2761,8 +2990,6 @@ <h2>R</h2>
           <li><a href="google-adk.html#google.adk.tools.skill_toolset.SearchSkillsTool.run_async">(google.adk.tools.skill_toolset.SearchSkillsTool method)</a>
 </li>
         </ul></li>
-    </ul></td>
-    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="google-adk.html#google.adk.plugins.PluginManager.run_before_agent_callback">run_before_agent_callback() (google.adk.plugins.PluginManager method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.plugins.PluginManager.run_before_model_callback">run_before_model_callback() (google.adk.plugins.PluginManager method)</a>
@@ -2807,7 +3034,7 @@ <h2>R</h2>
   <h2>S</h2>
   <table style="width: 100%" class="indextable genindextable"><tr>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient">SandboxClient (class in google.adk.integrations.vmaas)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient">SandboxClient (class in google.adk.integrations.vmaas)</a>, <a href="google-adk.html#id233">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.Context.save_artifact">save_artifact() (google.adk.agents.Context method)</a>
 
@@ -2823,21 +3050,21 @@ <h2>S</h2>
 </li>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.save_live_blob">save_live_blob (google.adk.agents.RunConfig attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProviderScheme.scopes">scopes (google.adk.integrations.agent_identity.GcpAuthProviderScheme attribute)</a>, <a href="google-adk.html#id39">[1]</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProviderScheme.scopes">scopes (google.adk.integrations.agent_identity.GcpAuthProviderScheme attribute)</a>, <a href="google-adk.html#id77">[1]</a>, <a href="google-adk.html#id85">[2]</a>, <a href="google-adk.html#id90">[3]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.screen_size">screen_size() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.screen_size">screen_size() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id227">[1]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.skills.Resources.scripts">scripts (google.adk.skills.Resources attribute)</a>, <a href="google-adk.html#id81">[1]</a>
+        <li><a href="google-adk.html#google.adk.skills.Resources.scripts">scripts (google.adk.skills.Resources attribute)</a>, <a href="google-adk.html#id270">[1]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.scroll_at">scroll_at() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.scroll_at">scroll_at() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id228">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.scroll_at">(google.adk.integrations.vmaas.SandboxClient method)</a>
+          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.scroll_at">(google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id246">[1]</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.scroll_document">scroll_document() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.scroll_document">scroll_document() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id229">[1]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.search">search() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.search">search() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id230">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.vertex_ai_search_tool.VertexAiSearchTool.search_engine_id">search_engine_id (google.adk.tools.vertex_ai_search_tool.VertexAiSearchTool attribute)</a>
 
@@ -2851,7 +3078,7 @@ <h2>S</h2>
           <li><a href="google-adk.html#google.adk.memory.BaseMemoryService.search_memory">(google.adk.memory.BaseMemoryService method)</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.skill_registry.GCPSkillRegistry.search_skills">search_skills() (google.adk.integrations.skill_registry.GCPSkillRegistry method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.skill_registry.GCPSkillRegistry.search_skills">search_skills() (google.adk.integrations.skill_registry.GCPSkillRegistry method)</a>, <a href="google-adk.html#id176">[1]</a>
 
         <ul>
           <li><a href="google-adk.html#google.adk.skills.SkillRegistry.search_skills">(google.adk.skills.SkillRegistry method)</a>
@@ -2867,7 +3094,7 @@ <h2>S</h2>
         </ul></li>
         <li><a href="google-adk.html#google.adk.tools.skill_toolset.SearchSkillsTool">SearchSkillsTool (class in google.adk.tools.skill_toolset)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.secret_manager.SecretManagerClient">SecretManagerClient (class in google.adk.integrations.secret_manager)</a>
+        <li><a href="google-adk.html#google.adk.integrations.secret_manager.SecretManagerClient">SecretManagerClient (class in google.adk.integrations.secret_manager)</a>, <a href="google-adk.html#id167">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.runners.Runner.Self">Self (google.adk.runners.Runner attribute)</a>
 </li>
@@ -2881,7 +3108,7 @@ <h2>S</h2>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LiveRequestQueue.send_realtime">send_realtime() (google.adk.agents.LiveRequestQueue method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.tools.mcp_tool.StdioConnectionParams.server_params">server_params (google.adk.tools.mcp_tool.StdioConnectionParams attribute)</a>, <a href="google-adk.html#id124">[1]</a>
+        <li><a href="google-adk.html#google.adk.tools.mcp_tool.StdioConnectionParams.server_params">server_params (google.adk.tools.mcp_tool.StdioConnectionParams attribute)</a>, <a href="google-adk.html#id315">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.Context.session">session (google.adk.agents.Context property)</a>
 
@@ -2894,7 +3121,7 @@ <h2>S</h2>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.session_service">session_service (google.adk.agents.InvocationContext attribute)</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.runners.Runner.session_service">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id72">[1]</a>
+          <li><a href="google-adk.html#google.adk.runners.Runner.session_service">(google.adk.runners.Runner attribute)</a>, <a href="google-adk.html#id261">[1]</a>
 </li>
         </ul></li>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.set_agent_state">set_agent_state() (google.adk.agents.InvocationContext method)</a>
@@ -2903,25 +3130,37 @@ <h2>S</h2>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.set_default_live_model">set_default_live_model() (google.adk.agents.LlmAgent class method)</a>
 </li>
-    </ul></td>
-    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.set_default_model">set_default_model() (google.adk.agents.LlmAgent class method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.code_executors.CodeExecutorContext.set_execution_id">set_execution_id() (google.adk.code_executors.CodeExecutorContext method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.events.EventActions.set_model_response">set_model_response (google.adk.events.EventActions attribute)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.plugins.PluginManager.set_skip_closing_plugins">set_skip_closing_plugins() (google.adk.plugins.PluginManager method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.google_api_tool.GoogleApiToolset.set_tool_filter">set_tool_filter() (google.adk.tools.google_api_tool.GoogleApiToolset method)</a>
 </li>
+    </ul></td>
+    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="google-adk.html#google.adk.sessions.State.setdefault">setdefault() (google.adk.sessions.State method)</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.set_model_response_tool.SetModelResponseTool">SetModelResponseTool (class in google.adk.tools.set_model_response_tool)</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.google_api_tool.SheetsToolset">SheetsToolset (class in google.adk.tools.google_api_tool)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.telemetry.TelemetryConfig.should_add_content_to_experimental_spans">should_add_content_to_experimental_spans (google.adk.telemetry.TelemetryConfig property)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.telemetry.TelemetryConfig.should_add_content_to_legacy_spans">should_add_content_to_legacy_spans (google.adk.telemetry.TelemetryConfig property)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.telemetry.TelemetryConfig.should_add_content_to_logs">should_add_content_to_logs (google.adk.telemetry.TelemetryConfig property)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.should_pause_invocation">should_pause_invocation() (google.adk.agents.InvocationContext method)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.telemetry.TelemetryConfig.should_use_experimental_genai_semconv">should_use_experimental_genai_semconv (google.adk.telemetry.TelemetryConfig property)</a>
 </li>
         <li><a href="google-adk.html#google.adk.skills.SkillRegistry">SkillRegistry (class in google.adk.skills)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.tools.skill_toolset.SkillToolset.skills">skills (google.adk.tools.skill_toolset.SkillToolset property)</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.skill_toolset.SkillToolset">SkillToolset (class in google.adk.tools.skill_toolset)</a>
 </li>
@@ -2935,9 +3174,13 @@ <h2>S</h2>
           <li><a href="google-adk.html#google.adk.tools.AgentTool.skip_summarization">(google.adk.tools.AgentTool attribute)</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.slack.SlackRunner">SlackRunner (class in google.adk.integrations.slack)</a>
+        <li><a href="google-adk.html#google.adk.integrations.slack.SlackRunner">SlackRunner (class in google.adk.integrations.slack)</a>, <a href="google-adk.html#id178">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.google_api_tool.SlidesToolset">SlidesToolset (class in google.adk.tools.google_api_tool)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.telemetry.ContentCapturingMode.SPAN_AND_EVENT">SPAN_AND_EVENT (google.adk.telemetry.ContentCapturingMode attribute)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.telemetry.ContentCapturingMode.SPAN_ONLY">SPAN_ONLY (google.adk.telemetry.ContentCapturingMode attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.tools.spanner.SpannerAdminToolset">SpannerAdminToolset (class in google.adk.tools.spanner)</a>
 </li>
@@ -2947,13 +3190,13 @@ <h2>S</h2>
 </li>
         <li><a href="google-adk.html#google.adk.skills.Script.src">src (google.adk.skills.Script attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.tools.mcp_tool.SseConnectionParams.sse_read_timeout">sse_read_timeout (google.adk.tools.mcp_tool.SseConnectionParams attribute)</a>, <a href="google-adk.html#id121">[1]</a>
+        <li><a href="google-adk.html#google.adk.tools.mcp_tool.SseConnectionParams.sse_read_timeout">sse_read_timeout (google.adk.tools.mcp_tool.SseConnectionParams attribute)</a>, <a href="google-adk.html#id312">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.sse_read_timeout">(google.adk.tools.mcp_tool.StreamableHTTPConnectionParams attribute)</a>, <a href="google-adk.html#id128">[1]</a>
+          <li><a href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.sse_read_timeout">(google.adk.tools.mcp_tool.StreamableHTTPConnectionParams attribute)</a>, <a href="google-adk.html#id319">[1]</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.slack.SlackRunner.start">start() (google.adk.integrations.slack.SlackRunner method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.slack.SlackRunner.start">start() (google.adk.integrations.slack.SlackRunner method)</a>, <a href="google-adk.html#id179">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.sessions.State">State (class in google.adk.sessions)</a>
 </li>
@@ -2967,7 +3210,7 @@ <h2>S</h2>
 </li>
         <li><a href="google-adk.html#google.adk.workflow.BaseNode.state_schema">state_schema (google.adk.workflow.BaseNode attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.stateful">stateful (google.adk.code_executors.BaseCodeExecutor attribute)</a>, <a href="google-adk.html#id33">[1]</a>
+        <li><a href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.stateful">stateful (google.adk.code_executors.BaseCodeExecutor attribute)</a>, <a href="google-adk.html#id71">[1]</a>
 
         <ul>
           <li><a href="google-adk.html#google.adk.code_executors.UnsafeLocalCodeExecutor.stateful">(google.adk.code_executors.UnsafeLocalCodeExecutor attribute)</a>
@@ -2976,7 +3219,11 @@ <h2>S</h2>
         <li><a href="google-adk.html#google.adk.sessions.StateSchemaError">StateSchemaError</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.static_instruction">static_instruction (google.adk.agents.LlmAgent attribute)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.static_instruction">(google.adk.agents.LlmAgentConfig attribute)</a>
 </li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.environment.ExecutionResult.stderr">stderr (google.adk.environment.ExecutionResult attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.environment.ExecutionResult.stdout">stdout (google.adk.environment.ExecutionResult attribute)</a>
@@ -2984,10 +3231,14 @@ <h2>S</h2>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.streaming_mode">streaming_mode (google.adk.agents.RunConfig attribute)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.BaseAgent.sub_agents">sub_agents (google.adk.agents.BaseAgent attribute)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.agents.BaseAgentConfig.sub_agents">(google.adk.agents.BaseAgentConfig attribute)</a>
 </li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.agents.RunConfig.support_cfc">support_cfc (google.adk.agents.RunConfig attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProvider.supported_auth_schemes">supported_auth_schemes (google.adk.integrations.agent_identity.GcpAuthProvider property)</a>
+        <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProvider.supported_auth_schemes">supported_auth_schemes (google.adk.integrations.agent_identity.GcpAuthProvider property)</a>, <a href="google-adk.html#id82">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.labs.openai.OpenAILlm.supported_models">supported_models() (google.adk.labs.openai.OpenAILlm class method)</a>
 
@@ -3003,27 +3254,29 @@ <h2>S</h2>
   <h2>T</h2>
   <table style="width: 100%" class="indextable genindextable"><tr>
     <td style="width: 33%; vertical-align: top;"><ul>
+        <li><a href="google-adk.html#google.adk.agents.RunConfig.telemetry">telemetry (google.adk.agents.RunConfig attribute)</a>
+</li>
         <li><a href="google-adk.html#google.adk.agents.Context.telemetry_context">telemetry_context (google.adk.agents.Context property)</a>
 </li>
         <li><a href="google-adk.html#google.adk.sessions.State.TEMP_PREFIX">TEMP_PREFIX (google.adk.sessions.State attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.terminate_on_close">terminate_on_close (google.adk.tools.mcp_tool.StreamableHTTPConnectionParams attribute)</a>, <a href="google-adk.html#id129">[1]</a>
+        <li><a href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.terminate_on_close">terminate_on_close (google.adk.tools.mcp_tool.StreamableHTTPConnectionParams attribute)</a>, <a href="google-adk.html#id320">[1]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.planners.BuiltInPlanner.thinking_config">thinking_config (google.adk.planners.BuiltInPlanner attribute)</a>, <a href="google-adk.html#id63">[1]</a>
+        <li><a href="google-adk.html#google.adk.planners.BuiltInPlanner.thinking_config">thinking_config (google.adk.planners.BuiltInPlanner attribute)</a>, <a href="google-adk.html#id252">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.environment.ExecutionResult.timed_out">timed_out (google.adk.environment.ExecutionResult attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.tools.mcp_tool.SseConnectionParams.timeout">timeout (google.adk.tools.mcp_tool.SseConnectionParams attribute)</a>, <a href="google-adk.html#id122">[1]</a>
+        <li><a href="google-adk.html#google.adk.tools.mcp_tool.SseConnectionParams.timeout">timeout (google.adk.tools.mcp_tool.SseConnectionParams attribute)</a>, <a href="google-adk.html#id313">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.tools.mcp_tool.StdioConnectionParams.timeout">(google.adk.tools.mcp_tool.StdioConnectionParams attribute)</a>, <a href="google-adk.html#id125">[1]</a>
+          <li><a href="google-adk.html#google.adk.tools.mcp_tool.StdioConnectionParams.timeout">(google.adk.tools.mcp_tool.StdioConnectionParams attribute)</a>, <a href="google-adk.html#id316">[1]</a>
 </li>
-          <li><a href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.timeout">(google.adk.tools.mcp_tool.StreamableHTTPConnectionParams attribute)</a>, <a href="google-adk.html#id130">[1]</a>
+          <li><a href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.timeout">(google.adk.tools.mcp_tool.StreamableHTTPConnectionParams attribute)</a>, <a href="google-adk.html#id321">[1]</a>
 </li>
           <li><a href="google-adk.html#google.adk.workflow.BaseNode.timeout">(google.adk.workflow.BaseNode attribute)</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.timeout_seconds">timeout_seconds (google.adk.code_executors.BaseCodeExecutor attribute)</a>, <a href="google-adk.html#id34">[1]</a>
+        <li><a href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.timeout_seconds">timeout_seconds (google.adk.code_executors.BaseCodeExecutor attribute)</a>, <a href="google-adk.html#id72">[1]</a>
 
         <ul>
           <li><a href="google-adk.html#google.adk.tools.bash_tool.BashToolPolicy.timeout_seconds">(google.adk.tools.bash_tool.BashToolPolicy attribute)</a>
@@ -3037,12 +3290,12 @@ <h2>T</h2>
 </li>
         <li><a href="google-adk.html#google.adk.agents.InvocationContext.token_compaction_checked">token_compaction_checked (google.adk.agents.InvocationContext attribute)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiTool.tool">tool (google.adk.integrations.crewai.CrewaiTool attribute)</a>
+        <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiTool.tool">tool (google.adk.integrations.crewai.CrewaiTool attribute)</a>, <a href="google-adk.html#id115">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiToolConfig.tool">(google.adk.integrations.crewai.CrewaiToolConfig attribute)</a>
+          <li><a href="google-adk.html#google.adk.integrations.crewai.CrewaiToolConfig.tool">(google.adk.integrations.crewai.CrewaiToolConfig attribute)</a>, <a href="google-adk.html#id119">[1]</a>
 </li>
-          <li><a href="google-adk.html#google.adk.integrations.langchain.LangchainToolConfig.tool">(google.adk.integrations.langchain.LangchainToolConfig attribute)</a>
+          <li><a href="google-adk.html#google.adk.integrations.langchain.LangchainToolConfig.tool">(google.adk.integrations.langchain.LangchainToolConfig attribute)</a>, <a href="google-adk.html#id158">[1]</a>
 </li>
           <li><a href="google-adk.html#google.adk.tools.crewai_tool.CrewaiTool.tool">(google.adk.tools.crewai_tool.CrewaiTool attribute)</a>
 </li>
@@ -3064,7 +3317,11 @@ <h2>T</h2>
         <li><a href="google-adk.html#google.adk.tools.base_toolset.ToolPredicate">ToolPredicate (class in google.adk.tools.base_toolset)</a>
 </li>
         <li><a href="google-adk.html#google.adk.agents.LlmAgent.tools">tools (google.adk.agents.LlmAgent attribute)</a>
+
+        <ul>
+          <li><a href="google-adk.html#google.adk.agents.LlmAgentConfig.tools">(google.adk.agents.LlmAgentConfig attribute)</a>
 </li>
+        </ul></li>
         <li><a href="google-adk.html#google.adk.telemetry.trace_call_llm">trace_call_llm() (in module google.adk.telemetry)</a>
 </li>
         <li><a href="google-adk.html#google.adk.telemetry.trace_merged_tool_calls">trace_merged_tool_calls() (in module google.adk.telemetry)</a>
@@ -3089,14 +3346,16 @@ <h2>T</h2>
           <li><a href="google-adk.html#google.adk.tools.transfer_to_agent_tool.TransferToAgentTool">(class in google.adk.tools.transfer_to_agent_tool)</a>
 </li>
         </ul></li>
-        <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProviderScheme.type_">type_ (google.adk.integrations.agent_identity.GcpAuthProviderScheme attribute)</a>, <a href="google-adk.html#id40">[1]</a>
+        <li><a href="google-adk.html#google.adk.agents.RunConfig.translation_config">translation_config (google.adk.agents.RunConfig attribute)</a>
+</li>
+        <li><a href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProviderScheme.type_">type_ (google.adk.integrations.agent_identity.GcpAuthProviderScheme attribute)</a>, <a href="google-adk.html#id78">[1]</a>, <a href="google-adk.html#id87">[2]</a>, <a href="google-adk.html#id91">[3]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.type_text">type_text() (google.adk.integrations.vmaas.SandboxClient method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.type_text">type_text() (google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id247">[1]</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.type_text_at">type_text_at() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.type_text_at">type_text_at() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id231">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.type_text_at">(google.adk.integrations.vmaas.SandboxClient method)</a>
+          <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.type_text_at">(google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id248">[1]</a>
 </li>
         </ul></li>
     </ul></td>
@@ -3109,14 +3368,14 @@ <h2>U</h2>
     <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="google-adk.html#google.adk.sessions.State.update">update() (google.adk.sessions.State method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.update_access_token">update_access_token() (google.adk.integrations.vmaas.SandboxClient method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.SandboxClient.update_access_token">update_access_token() (google.adk.integrations.vmaas.SandboxClient method)</a>, <a href="google-adk.html#id249">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.code_executors.CodeExecutorContext.update_code_execution_result">update_code_execution_result() (google.adk.code_executors.CodeExecutorContext method)</a>
 </li>
-        <li><a href="google-adk.html#google.adk.tools.mcp_tool.SseConnectionParams.url">url (google.adk.tools.mcp_tool.SseConnectionParams attribute)</a>, <a href="google-adk.html#id123">[1]</a>
+        <li><a href="google-adk.html#google.adk.tools.mcp_tool.SseConnectionParams.url">url (google.adk.tools.mcp_tool.SseConnectionParams attribute)</a>, <a href="google-adk.html#id314">[1]</a>
 
         <ul>
-          <li><a href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.url">(google.adk.tools.mcp_tool.StreamableHTTPConnectionParams attribute)</a>, <a href="google-adk.html#id131">[1]</a>
+          <li><a href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.url">(google.adk.tools.mcp_tool.StreamableHTTPConnectionParams attribute)</a>, <a href="google-adk.html#id322">[1]</a>
 </li>
         </ul></li>
     </ul></td>
@@ -3159,6 +3418,8 @@ <h2>V</h2>
           <li><a href="google-adk.html#google.adk.tools.vertex_ai_search_tool.VertexAiSearchTool">(class in google.adk.tools.vertex_ai_search_tool)</a>
 </li>
         </ul></li>
+        <li><a href="google-adk.html#google.adk.sessions.VertexAiSessionService">VertexAiSessionService (class in google.adk.sessions)</a>
+</li>
         <li><a href="google-adk.html#google.adk.tools.mcp_tool.McpTool.visibility">visibility (google.adk.tools.mcp_tool.McpTool property)</a>
 </li>
     </ul></td>
@@ -3169,7 +3430,7 @@ <h2>V</h2>
   <h2>W</h2>
   <table style="width: 100%" class="indextable genindextable"><tr>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.wait">wait() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>
+        <li><a href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.wait">wait() (google.adk.integrations.vmaas.AgentEngineSandboxComputer method)</a>, <a href="google-adk.html#id232">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.workflow.BaseNode.wait_for_output">wait_for_output (google.adk.workflow.BaseNode attribute)</a>
 </li>
@@ -3177,16 +3438,20 @@ <h2>W</h2>
 
         <ul>
           <li><a href="google-adk.html#google.adk.environment.LocalEnvironment.working_dir">(google.adk.environment.LocalEnvironment property)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment.working_dir">(google.adk.integrations.e2b.E2BEnvironment property)</a>, <a href="google-adk.html#id142">[1]</a>
 </li>
         </ul></li>
     </ul></td>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="google-adk.html#google.adk.agents.RunConfig.wrapped_property">wrapped_property (google.adk.agents.RunConfig attribute)</a>, <a href="google-adk.html#id27">[1]</a>
+        <li><a href="google-adk.html#google.adk.agents.RunConfig.wrapped_property">wrapped_property (google.adk.agents.RunConfig attribute)</a>, <a href="google-adk.html#id65">[1]</a>
 </li>
         <li><a href="google-adk.html#google.adk.environment.BaseEnvironment.write_file">write_file() (google.adk.environment.BaseEnvironment method)</a>
 
         <ul>
           <li><a href="google-adk.html#google.adk.environment.LocalEnvironment.write_file">(google.adk.environment.LocalEnvironment method)</a>
+</li>
+          <li><a href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment.write_file">(google.adk.integrations.e2b.E2BEnvironment method)</a>, <a href="google-adk.html#id143">[1]</a>
 </li>
         </ul></li>
     </ul></td>
@@ -3235,7 +3500,7 @@ <h2>Y</h2>
       
     </aside>
   </div>
-</div><script src="_static/documentation_options.js?v=51b770b3"></script>
+</div><script src="_static/documentation_options.js?v=c3c8ae58"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/scripts/furo.js?v=46bd48cc"></script>
diff --git a/docs/api-reference/python/google-adk.html b/docs/api-reference/python/google-adk.html
index 8e24681797..0325230257 100644
--- a/docs/api-reference/python/google-adk.html
+++ b/docs/api-reference/python/google-adk.html
@@ -15,7 +15,7 @@
     <link rel="index" title="Index" href="genindex.html"><link rel="search" title="Search" href="search.html"><link rel="prev" title="google" href="index.html">
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2025.12.19 -->
-        <title>Submodules - Agent Development Kit 2.0.0 documentation</title>
+        <title>Submodules - Agent Development Kit (Python) 2.3.0 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=d111a655" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=7bdb33bb" />
     <link rel="stylesheet" type="text/css" href="_static/autodoc_pydantic.css" />
@@ -186,7 +186,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">Agent Development Kit 2.0.0 documentation</div></a>
+      <a href="index.html"><div class="brand">Agent Development Kit (Python) 2.3.0 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -207,7 +207,7 @@
       
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
-  <span class="sidebar-brand-text">Agent Development Kit 2.0.0 documentation</span>
+  <span class="sidebar-brand-text">Agent Development Kit (Python) 2.3.0 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
@@ -229,18 +229,36 @@
 <li class="toctree-l1"><a class="reference internal" href="#module-google.adk.events">google.adk.events module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#module-google.adk.examples">google.adk.examples module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#module-google.adk.flows">google.adk.flows module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#module-google.adk.integrations">google.adk.integrations module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#google-adk-integrations-agent-identity-module">google.adk.integrations.agent_identity module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id79">google.adk.integrations.agent_identity module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#google-adk-integrations-agent-registry-module">google.adk.integrations.agent_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id92">google.adk.integrations.agent_registry module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#google-adk-integrations-api-registry-module">google.adk.integrations.api_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id103">google.adk.integrations.api_registry module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#module-google.adk.integrations.bigquery">google.adk.integrations.bigquery module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id106">google.adk.integrations.bigquery module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#module-google.adk.integrations.crewai">google.adk.integrations.crewai module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id109">google.adk.integrations.crewai module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#module-google.adk.integrations.e2b">google.adk.integrations.e2b module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id128">google.adk.integrations.e2b module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#module-google.adk.integrations.firestore">google.adk.integrations.firestore module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id144">google.adk.integrations.firestore module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#module-google.adk.integrations.gcs">google.adk.integrations.gcs module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id145">google.adk.integrations.gcs module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#module-google.adk.integrations.langchain">google.adk.integrations.langchain module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id152">google.adk.integrations.langchain module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#google-adk-integrations-parameter-manager-module">google.adk.integrations.parameter_manager module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id159">google.adk.integrations.parameter_manager module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#google-adk-integrations-secret-manager-module">google.adk.integrations.secret_manager module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id166">google.adk.integrations.secret_manager module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#google-adk-integrations-skill-registry-module">google.adk.integrations.skill_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id173">google.adk.integrations.skill_registry module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#module-google.adk.integrations.slack">google.adk.integrations.slack module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id177">google.adk.integrations.slack module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#module-google.adk.integrations.vmaas">google.adk.integrations.vmaas module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#id196">google.adk.integrations.vmaas module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="#google-adk-labs-antigravity-module">google.adk.labs.antigravity module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#module-google.adk.labs.openai">google.adk.labs.openai module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#module-google.adk.memory">google.adk.memory module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="#module-google.adk.models">google.adk.models module</a></li>
@@ -360,7 +378,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <dl class="py class pydantic_model">
 <dt class="sig sig-object py" id="google.adk.agents.BaseAgent">
 <em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">BaseAgent</span></span><a class="headerlink" href="#google.adk.agents.BaseAgent" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#google.adk.workflow.BaseNode" title="google.adk.workflow._base_node.BaseNode"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseNode</span></code></a></p>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.workflow.BaseNode" title="google.adk.workflow._base_node.BaseNode"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseNode</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
 <p>Base class for all agents in Agent Development Kit.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
@@ -1058,6 +1076,35 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </dl>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.agents.BaseAgent.config_type">
+<span class="sig-name descname"><span class="pre">config_type</span></span><a class="headerlink" href="#google.adk.agents.BaseAgent.config_type" title="Link to this definition">¶</a></dt>
+<dd><p>alias of <a class="reference internal" href="#google.adk.agents.BaseAgentConfig" title="google.adk.agents.base_agent_config.BaseAgentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAgentConfig</span></code></a></p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.agents.BaseAgent.from_config">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config_abs_path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.agents.BaseAgent.from_config" title="Link to this definition">¶</a></dt>
+<dd><p>Creates an agent from a config.</p>
+<p>If sub-classes use a custom agent config, override <cite>_parse_config</cite> to
+return updated kwargs for the agent constructor.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">TypeVar</span></code>(<code class="docutils literal notranslate"><span class="pre">SelfAgent</span></code>, bound= BaseAgent)</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>config</strong> – The config to create the agent from.</p></li>
+<li><p><strong>config_abs_path</strong> – The absolute path to the config file that contains the
+agent config.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The created agent.</p>
+</dd>
+</dl>
+</dd></dl>
+
 <dl class="py method pydantic_validator">
 <dt class="sig sig-object py" id="google.adk.agents.BaseAgent.validate_name">
 <em class="property"><span class="pre">validator</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validate_name</span></span><em class="autodoc_pydantic_validator_arrow property">&#160; <span class="pre">»</span>&#160; </em><em class="xref py py-obj"><span class="pre">name</span></em><a class="headerlink" href="#google.adk.agents.BaseAgent.validate_name" title="Link to this definition">¶</a></dt>
@@ -1205,6 +1252,210 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 
 </dd></dl>
 
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.agents.BaseAgentConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">BaseAgentConfig</span></span><a class="headerlink" href="#google.adk.agents.BaseAgentConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The config for the YAML schema of a BaseAgent.</p>
+<p>Do not use this class directly. It’s the base class for all agent configs.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseAgentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The config for the YAML schema of a BaseAgent.\n\nDo not use this class directly. It&#39;s the base class for all agent configs.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;agent_class&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseAgent&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseAgent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The class of the agent. The value is used to differentiate among different agent classes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Agent Class&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The description of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;sub_agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AgentRefConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The sub-agents of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sub Agents&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;before_agent_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The before_agent_callbacks of the agent.\n\nExample:\n\n  ```\n  before_agent_callbacks:\n    - name: my_library.security_callbacks.before_agent_callback\n  ```&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Agent Callbacks&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;after_agent_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The after_agent_callbacks of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Agent Callbacks&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AgentRefConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The config for the reference to another agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;config_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config Path&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AgentRefConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code reference config for a variable, a function, or a class.\n\nOnly references an object by name. YAML cannot pass constructor args; to\nuse a configured object, build it in Python and reference its FQN here.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;name&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;deprecated&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">      </span><span class="s2">&quot;name&quot;</span>
+<span class="w">   </span><span class="p">]</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">after_agent_callbacks</span> <span class="pre">(List[google.adk.agents.common_configs.CodeConfig]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">agent_class</span> <span class="pre">(Literal['BaseAgent']</span> <span class="pre">|</span> <span class="pre">str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">before_agent_callbacks</span> <span class="pre">(List[google.adk.agents.common_configs.CodeConfig]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">description</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">sub_agents</span> <span class="pre">(List[google.adk.agents.common_configs.AgentRefConfig]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.BaseAgentConfig.after_agent_callbacks">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">after_agent_callbacks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[List[CodeConfig]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.BaseAgentConfig.after_agent_callbacks" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The after_agent_callbacks of the agent.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.BaseAgentConfig.agent_class">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">agent_class</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Union[Literal['BaseAgent'],</span> <span class="pre">str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BaseAgent'</span></em><a class="headerlink" href="#google.adk.agents.BaseAgentConfig.agent_class" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The class of the agent. The value is used to differentiate among different agent classes.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.BaseAgentConfig.before_agent_callbacks">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">before_agent_callbacks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[List[CodeConfig]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.BaseAgentConfig.before_agent_callbacks" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The before_agent_callbacks of the agent.</p>
+<p>Example:</p>
+<blockquote>
+<div><p><a href="#id1"><span class="problematic" id="id2">``</span></a>`
+before_agent_callbacks:</p>
+<blockquote>
+<div><ul class="simple">
+<li><p>name: my_library.security_callbacks.before_agent_callback</p></li>
+</ul>
+</div></blockquote>
+<p><a href="#id3"><span class="problematic" id="id4">``</span></a><a href="#id5"><span class="problematic" id="id6">`</span></a></p>
+</div></blockquote>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.BaseAgentConfig.description">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.agents.BaseAgentConfig.description" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The description of the agent.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.BaseAgentConfig.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#google.adk.agents.BaseAgentConfig.name" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The name of the agent.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.BaseAgentConfig.sub_agents">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sub_agents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[List[AgentRefConfig]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.BaseAgentConfig.sub_agents" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The sub-agents of the agent.</p>
+</dd></dl>
+
+</dd></dl>
+
 <dl class="py class">
 <dt class="sig sig-object py" id="google.adk.agents.Context">
 <em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">Context</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_context</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">event_actions</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function_call_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_confirmation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parent_ctx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">node_path</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">run_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">resume_inputs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">attempt_count</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_as_output</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.agents.Context" title="Link to this definition">¶</a></dt>
@@ -1299,13 +1550,13 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </dd>
 </dl>
 <p class="rubric">Example</p>
-<p><a href="#id1"><span class="problematic" id="id2">``</span></a><a href="#id3"><span class="problematic" id="id4">`</span></a>python
+<p><a href="#id7"><span class="problematic" id="id8">``</span></a><a href="#id9"><span class="problematic" id="id10">`</span></a>python
 async def my_after_agent_callback(ctx: Context):</p>
 <blockquote>
 <div><p># Save conversation to memory at the end of each interaction
 await ctx.add_session_to_memory()</p>
 </div></blockquote>
-<p><a href="#id5"><span class="problematic" id="id6">``</span></a><a href="#id7"><span class="problematic" id="id8">`</span></a></p>
+<p><a href="#id11"><span class="problematic" id="id12">``</span></a><a href="#id13"><span class="problematic" id="id14">`</span></a></p>
 </dd></dl>
 
 <dl class="py property">
@@ -1736,13 +1987,13 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 A step ends when it’s done calling llm and tools, or if the end_invocation
 is set to true at any time.</p>
 <dl class="simple">
-<dt><a href="#id9"><span class="problematic" id="id10">``</span></a><a href="#id11"><span class="problematic" id="id12">`</span></a></dt><dd><p>┌─────────────────────── invocation ──────────────────────────┐
+<dt><a href="#id15"><span class="problematic" id="id16">``</span></a><a href="#id17"><span class="problematic" id="id18">`</span></a></dt><dd><p>┌─────────────────────── invocation ──────────────────────────┐
 ┌──────────── llm_agent_call_1 ────────────┐ ┌─ agent_call_2 ─┐
 ┌──── step_1 ────────┐ ┌───── step_2 ──────┐
 [call_llm] [call_tool] [call_llm] [transfer]</p>
 </dd>
 </dl>
-<p><a href="#id13"><span class="problematic" id="id14">``</span></a><a href="#id15"><span class="problematic" id="id16">`</span></a></p>
+<p><a href="#id19"><span class="problematic" id="id20">``</span></a><a href="#id21"><span class="problematic" id="id22">`</span></a></p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
 <span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InvocationContext&quot;</span><span class="p">,</span>
@@ -1765,15 +2016,8 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credential Service&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;context_cache_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContextCacheConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context Cache Config&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;invocation_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Invocation Id&quot;</span><span class="p">,</span>
@@ -2047,8 +2291,48 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The language codes of the audio. BCP-47 language code. If not set, the transcription will be in the language detected by the model. If set, the server will use the language code specified in the model config as a hint for the language of the audio\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: use LanguageAuto or LanguageHints instead.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model will detect the language automatically. Do not use together with LanguageHints.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies one or more languages in the audio. Do not use together with LanguageAuto.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
@@ -2790,7 +3074,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the `ExecutableCode`.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -2827,7 +3111,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -2871,35 +3155,16 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ContextCacheConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for context caching across all agents in an app.\n\nThis configuration enables and controls context caching behavior for\nall LLM agents in an app. When this config is present on an app, context\ncaching is enabled for all agents. When absent (None), context caching\nis disabled.\n\nContext caching can significantly reduce costs and improve response times\nby reusing previously processed context across multiple requests.\n\nAttributes:\n    cache_intervals: Maximum number of invocations to reuse the same cache before refreshing it\n    ttl_seconds: Time-to-live for cache in seconds\n    min_tokens: Minimum tokens required to enable caching&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;cache_intervals&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">10</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of invocations to reuse the same cache before refreshing it&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">100</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">1</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cache Intervals&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ttl_seconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">1800</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Time-to-live for cache in seconds&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;exclusiveMinimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">0</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ttl Seconds&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;min_tokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">0</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum estimated request tokens required to enable caching. This compares against the estimated total tokens of the request (system instruction + tools + contents). Context cache storage may have cost. Set higher to avoid caching small requests where overhead may exceed benefits.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">0</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min Tokens&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContextCacheConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ContentCapturingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mirror of ``opentelemetry.util.genai.types.ContentCapturingMode``.\n\nDefined locally rather than imported because ``opentelemetry-util-genai``\nis an optional, in-development dependency. Values are the canonical states\nfor ``OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT``.\n\nMembers:\n  NO_CONTENT: No content captured (matches env value ``&#39;&#39;``).\n  EVENT_ONLY: Content on the emitted LogRecord only.\n  SPAN_ONLY: Content on the active span only.\n  SPAN_AND_EVENT: Content on both the LogRecord and the active span.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;NO_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EVENT_ONLY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SPAN_ONLY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SPAN_AND_EVENT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentCapturingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
@@ -3055,6 +3320,17 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turncomplete&quot;</span>
 <span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;turnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCompleteReason&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;finishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -3521,7 +3797,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model-generated code executed server-side, results returned to the model.\n\nOnly generated when using the `CodeExecution` tool, in which the code will\nbe automatically executed, and a corresponding `CodeExecutionResult` will\nalso be generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -3558,7 +3834,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -3638,7 +3914,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -3650,7 +3926,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unique id of the function call. If populated, the client to execute the\n   `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -3664,7 +3940,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -3677,7 +3953,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches [FunctionDeclaration.name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -3715,7 +3991,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -3727,7 +4003,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -3740,7 +4016,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -3755,7 +4031,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a function response. Each part may\n      have a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -3781,7 +4057,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -3804,7 +4080,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the FunctionResponse.response\nfield.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -3830,7 +4106,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Inline media bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -3843,7 +4119,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob.\n      Used to provide a label or filename to distinguish blobs.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -3852,7 +4128,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -3890,7 +4166,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file.\n      Used to provide a label or filename to distinguish files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -3899,7 +4175,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`.\n\nA `FunctionResponsePart` must have a fixed IANA MIME type identifying the\ntype and subtype of the media if the `inline_data` field is filled with raw\nbytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -3911,7 +4187,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -3923,14 +4199,14 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. URI based data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
@@ -4791,7 +5067,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -4804,7 +5080,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Media ID. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -5196,6 +5472,27 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTPBearer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HistoryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;HttpAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The credentials and metadata for HTTP authentication.&quot;</span><span class="p">,</span>
@@ -5283,6 +5580,37 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the language of the audio should be automatically detected.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides hints to the model about possible languages present in the audio.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes. At least one must be specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;LiveServerGoAway&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server will not be able to service client soon.&quot;</span><span class="p">,</span>
@@ -5344,7 +5672,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResmumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames arelikely not needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames are likely not needed.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastconsumedclientmessageindex&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -5476,7 +5804,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
@@ -5490,7 +5818,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents token counting info for a single modality.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -5502,7 +5830,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality associated with this token count.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -6552,6 +6880,32 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
@@ -6934,6 +7288,17 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;translation_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;enable_affective_dialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -6968,6 +7333,17 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;history_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HistoryConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;context_window_compression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -7020,6 +7396,17 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom Metadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;telemetry&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TelemetryConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;get_session_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -7623,23 +8010,42 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a series of interactions between a user and agents.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the session.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;examples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="s2">&quot;session-abc123&quot;</span>
+<span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;appName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Application name that owns the session.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;examples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="s2">&quot;hello_world&quot;</span>
+<span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Appname&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;userId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User ID that owns the session.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;examples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="s2">&quot;user-123&quot;</span>
+<span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userid&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Current persisted session state.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;examples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;locale&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;en-US&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;events&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ordered event history for the session, including user, model, and tool events (e.g. user input, model response, function call/response).&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Event&quot;</span>
 <span class="w">               </span><span class="p">},</span>
@@ -7648,6 +8054,10 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;lastUpdateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.0</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unix timestamp in seconds for the most recent session update.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;examples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="mf">1742000000.0</span>
+<span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastupdatetime&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">}</span>
@@ -7812,6 +8222,41 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamingMode&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TelemetryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Per-request OpenTelemetry configuration.\n\nAttached to an invocation via ``RunConfig.telemetry``. Any field left as\n``None`` falls back to its corresponding env var (an ``OTEL_*`` var, plus the\ndefault-on ``ADK_CAPTURE_MESSAGE_CONTENT_IN_SPANS`` for legacy spans).\n``frozen=True`` lets the same config be shared safely across concurrent\ninvocations; the resolution properties read env lazily, so later\n``os.environ`` changes are still picked up.\n\nLimitations:\n  * When ``opentelemetry-instrumentation-google-genai`` is installed and\n    wraps ``google.genai.Models.generate_content``, span creation is\n    delegated to that library, which reads its own OTel env vars; per-request\n    overrides are inoperative for the inference span (but still apply to\n    ADK-owned spans).\n\nAttributes:\n  genai_semconv_stability_opt_in: Override for\n    ``OTEL_SEMCONV_STABILITY_OPT_IN``. ``&#39;experimental&#39;`` opts in to the\n    experimental GenAI semconv attributes; ``&#39;stable&#39;`` keeps the legacy path.\n    ``&#39;stable&#39;`` has no env-var equivalent (the env path infers stable from\n    the absence of ``&#39;gen_ai_latest_experimental&#39;`` in the CSV).\n  capture_message_content: Override for\n    ``OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT``. Pass a\n    :class:`ContentCapturingMode` member; the env-var path accepts the\n    matching uppercase string.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;genai_semconv_stability_opt_in&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;stable&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;experimental&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Genai Semconv Stability Opt In&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;capture_message_content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentCapturingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TelemetryConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
@@ -7976,7 +8421,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Conent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -8003,6 +8448,19 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
@@ -8042,6 +8500,75 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranscriptionEntry&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is\n      spoken, essentially it will parrot the input. If false, we will not produce\n      audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47\n      language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TurnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the turn is complete.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TURN_COMPLETE_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RESPONSE_REJECTED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NEED_MORE_INPUT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_CONTAIN_PROMINENT_PERSON_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_PHOTO_REALISTIC_CHILD_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_NCII_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IP_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNSAFE_PROMPT_FOR_IMAGE_GENERATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_AUDIO_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_VIDEO_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROMINENT_PEOPLE_DETECTED_BY_REWRITER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_IDENTIFIABLE_PEOPLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_MINORS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTPUT_IMAGE_IP_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAX_REGENERATION_REACHED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCompleteReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;TurnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options about which input is included in the user&#39;s turn.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -8678,7 +9205,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the `ExecutableCode`.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -8715,7 +9242,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -8761,7 +9288,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model-generated code executed server-side, results returned to the model.\n\nOnly generated when using the `CodeExecution` tool, in which the code will\nbe automatically executed, and a corresponding `CodeExecutionResult` will\nalso be generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -8798,7 +9325,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -8854,7 +9381,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -8866,7 +9393,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unique id of the function call. If populated, the client to execute the\n   `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -8880,7 +9407,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -8893,7 +9420,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches [FunctionDeclaration.name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -8931,7 +9458,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -8943,7 +9470,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -8956,7 +9483,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -8971,7 +9498,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a function response. Each part may\n      have a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -8997,7 +9524,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -9020,7 +9547,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the FunctionResponse.response\nfield.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -9046,7 +9573,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Inline media bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -9059,7 +9586,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob.\n      Used to provide a label or filename to distinguish blobs.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -9068,7 +9595,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -9106,7 +9633,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file.\n      Used to provide a label or filename to distinguish files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -9115,7 +9642,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`.\n\nA `FunctionResponsePart` must have a fixed IANA MIME type identifying the\ntype and subtype of the media if the `inline_data` field is filled with raw\nbytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -9127,7 +9654,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -9139,14 +9666,14 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. URI based data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
@@ -9751,7 +10278,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <dl class="py class pydantic_model">
 <dt class="sig sig-object py" id="google.adk.agents.LlmAgent">
 <em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">LlmAgent</span></span><a class="headerlink" href="#google.adk.agents.LlmAgent" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#google.adk.agents.BaseAgent" title="google.adk.agents.base_agent.BaseAgent"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAgent</span></code></a></p>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.agents.BaseAgent" title="google.adk.agents.base_agent.BaseAgent"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAgent</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
 <p>LLM-based Agent.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
@@ -10307,7 +10834,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the `ExecutableCode`.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -10344,7 +10871,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -10390,7 +10917,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model-generated code executed server-side, results returned to the model.\n\nOnly generated when using the `CodeExecution` tool, in which the code will\nbe automatically executed, and a corresponding `CodeExecutionResult` will\nalso be generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -10427,7 +10954,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -10747,7 +11274,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -10759,7 +11286,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unique id of the function call. If populated, the client to execute the\n   `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -10773,7 +11300,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -10786,7 +11313,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches [FunctionDeclaration.name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -10824,7 +11351,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -10836,7 +11363,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -10849,7 +11376,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -10864,7 +11391,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a function response. Each part may\n      have a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -10890,7 +11417,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -10913,7 +11440,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the FunctionResponse.response\nfield.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -10939,7 +11466,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Inline media bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -10952,7 +11479,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob.\n      Used to provide a label or filename to distinguish blobs.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -10961,7 +11488,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -10999,7 +11526,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file.\n      Used to provide a label or filename to distinguish files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -11008,7 +11535,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`.\n\nA `FunctionResponsePart` must have a fixed IANA MIME type identifying the\ntype and subtype of the media if the `inline_data` field is filled with raw\nbytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -11020,7 +11547,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -11032,14 +11559,14 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. URI based data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
@@ -12297,7 +12824,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <dd><p>The model to use for the agent.</p>
 <p>When not set, the agent will inherit the model from its ancestor. If no
 ancestor provides a model, the agent uses the default model configured via
-LlmAgent.set_default_model. The built-in default is gemini-2.5-flash.</p>
+LlmAgent.set_default_model. The built-in default is gemini-3.5-flash.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -12465,7 +12992,7 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 - types.File: File reference
 - list[PartUnion]: List of parts</p>
 <p><strong>Examples:</strong>
-<a href="#id17"><span class="problematic" id="id18">``</span></a><a href="#id19"><span class="problematic" id="id20">`</span></a>python
+<a href="#id23"><span class="problematic" id="id24">``</span></a><a href="#id25"><span class="problematic" id="id26">`</span></a>python
 # Simple string instruction
 static_instruction = “You are a helpful assistant.”</p>
 <p># Rich content with files
@@ -12479,8 +13006,8 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </div></blockquote>
 <p>]</p>
 </div></blockquote>
-<section id="id21">
-<h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
+<section id="id27">
+<h2>)<a class="headerlink" href="#id27" title="Link to this heading">¶</a></h2>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -12504,6 +13031,12 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 </dl>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgent.config_type">
+<span class="sig-name descname"><span class="pre">config_type</span></span><a class="headerlink" href="#google.adk.agents.LlmAgent.config_type" title="Link to this definition">¶</a></dt>
+<dd><p>alias of <a class="reference internal" href="#google.adk.agents.LlmAgentConfig" title="google.adk.agents.llm_agent_config.LlmAgentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">LlmAgentConfig</span></code></a></p>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="google.adk.agents.LlmAgent.set_default_live_model">
 <em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">set_default_live_model</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.agents.LlmAgent.set_default_live_model" title="Link to this definition">¶</a></dt>
@@ -12609,7 +13142,7 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="google.adk.agents.LlmAgent.DEFAULT_MODEL">
-<span class="sig-name descname"><span class="pre">DEFAULT_MODEL</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">ClassVar[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'gemini-2.5-flash'</span></em><a class="headerlink" href="#google.adk.agents.LlmAgent.DEFAULT_MODEL" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">DEFAULT_MODEL</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">ClassVar[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'gemini-3.5-flash'</span></em><a class="headerlink" href="#google.adk.agents.LlmAgent.DEFAULT_MODEL" title="Link to this definition">¶</a></dt>
 <dd><p>System default model used when no model is set on an agent.</p>
 </dd></dl>
 
@@ -12672,392 +13205,562 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="google.adk.agents.LoopAgent">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">LoopAgent</span></span><a class="headerlink" href="#google.adk.agents.LoopAgent" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#google.adk.agents.BaseAgent" title="google.adk.agents.base_agent.BaseAgent"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAgent</span></code></a></p>
-<p>A shell agent that run its sub-agents in a loop.</p>
-<p>When sub-agent generates an event with escalate or max_iterations are
-reached, the loop agent will stop.</p>
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">LlmAgentConfig</span></span><a class="headerlink" href="#google.adk.agents.LlmAgentConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.agents.BaseAgentConfig" title="google.adk.agents.base_agent_config.BaseAgentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAgentConfig</span></code></a></p>
+<p>The config for the YAML schema of a LlmAgent.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LoopAgent&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A shell agent that run its sub-agents in a loop.\n\nWhen sub-agent generates an event with escalate or max_iterations are\nreached, the loop agent will stop.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LlmAgentConfig&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;agent_class&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LlmAgent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The value is used to uniquely identify the LlmAgent class. If it is empty, it is by default an LlmAgent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Agent Class&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the agent.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The description of the agent.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;rerun_on_resume&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rerun On Resume&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="nt">&quot;sub_agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AgentRefConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The sub-agents of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sub Agents&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;wait_for_output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wait For Output&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="nt">&quot;before_agent_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The before_agent_callbacks of the agent.\n\nExample:\n\n  ```\n  before_agent_callbacks:\n    - name: my_library.security_callbacks.before_agent_callback\n  ```&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Agent Callbacks&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;retry_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;after_agent_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetryConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The after_agent_callbacks of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Agent Callbacks&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LlmAgent.model. Provide a model name string (e.g. \&quot;gemini-3.5-flash\&quot;). If not set, the model will be inherited from the ancestor or fall back to the system default (gemini-3.5-flash unless overridden via LlmAgent.set_default_model). To construct a model instance from code, use model_code.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;input_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model_code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A CodeConfig that instantiates a BaseLlm implementation such as LiteLlm with custom arguments (API base, fallbacks, etc.). Cannot be set together with `model`.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;instruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. LlmAgent.instruction. Dynamic instructions with placeholder support. Behavior: if static_instruction is None, goes to system_instruction; if static_instruction is set, goes to user content after static content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Instruction&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;static_instruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input Schema&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LlmAgent.static_instruction. Static content sent literally at position 0 without placeholder processing. When set, changes instruction behavior to go to user content instead of system_instruction. Supports context caching. Accepts types.ContentUnion (str, types.Content, types.Part, PIL.Image.Image, types.File, or list[PartUnion]).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Static Instruction&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;output_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;disallow_transfer_to_parent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LlmAgent.disallow_transfer_to_parent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disallow Transfer To Parent&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;disallow_transfer_to_peers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output Schema&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LlmAgent.disallow_transfer_to_peers.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disallow Transfer To Peers&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;state_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;input_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State Schema&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LlmAgent.input_schema.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;parent_agent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;output_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LlmAgent.output_schema.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;sub_agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sub Agents&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="nt">&quot;output_key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LlmAgent.output_key.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output Key&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;before_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;include_contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;default&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LlmAgent.include_contents.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;default&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;none&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Include Contents&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Agent Callback&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LlmAgent.tools.\n\nExamples:\n\n  For ADK built-in tools in `google.adk.tools` package, they can be referenced\n  directly with the name:\n\n    ```\n    tools:\n      - name: google_search\n      - name: load_memory\n    ```\n\n  For user-defined tools, they can be referenced with fully qualified name:\n\n    ```\n    tools:\n      - name: my_library.my_tools.my_tool\n    ```\n\n  For tools that needs to be created via functions:\n\n    ```\n    tools:\n      - name: my_library.my_tools.create_tool\n        args:\n          - name: param1\n            value: value1\n          - name: param2\n            value: value2\n    ```\n\n  For more advanced tools, instead of specifying arguments in config, it&#39;s\n  recommended to define them in Python files and reference them. E.g.,\n\n    ```\n    # tools.py\n    my_mcp_toolset = McpToolset(\n        connection_params=StdioServerParameters(\n            command=\&quot;npx\&quot;,\n            args=[\&quot;-y\&quot;, \&quot;@notionhq/notion-mcp-server\&quot;],\n            env={\&quot;OPENAPI_MCP_HEADERS\&quot;: NOTION_HEADERS},\n        )\n    )\n    ```\n\n  Then, reference the toolset in config:\n\n  ```\n  tools:\n    - name: tools.my_mcp_toolset\n  ```&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;after_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;before_model_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Agent Callback&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LlmAgent.before_model_callbacks.\n\nExample:\n\n  ```\n  before_model_callbacks:\n    - name: my_library.callbacks.before_model_callback\n  ```&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Model Callbacks&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;max_iterations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;after_model_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Iterations&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LlmAgent.after_model_callbacks.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Model Callbacks&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;before_tool_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LlmAgent.before_tool_callbacks.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Tool Callbacks&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;after_tool_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LlmAgent.after_tool_callbacks.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Tool Callbacks&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;generate_content_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generate Content Config&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;BaseAgent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AgentRefConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Base class for all agents in Agent Development Kit.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The config for the reference to another agent.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rerun_on_resume&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rerun On Resume&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wait_for_output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wait For Output&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retry_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;config_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetryConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config Path&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;input_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AgentRefConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output Schema&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parent_agent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sub_agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sub Agents&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;before_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Agent Callback&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;after_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Agent Callback&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code reference config for a variable, a function, or a class.\n\nOnly references an object by name. YAML cannot pass constructor args; to\nuse a configured object, build it in Python and reference its FQN here.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="s2">&quot;name&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseAgent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RetryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for retrying a node.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;max_attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Attempts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;initial_delay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial Delay&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;max_delay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Delay&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;backoff_factor&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Backoff Factor&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0. Otherwise use 0.0 to remove randomness.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exceptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                           </span><span class="p">{</span>
-<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                           </span><span class="p">},</span>
-<span class="w">                           </span><span class="p">{}</span>
-<span class="w">                        </span><span class="p">]</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exceptions to retry on. Accepts exception class names as\n      strings (e.g. ``[&#39;ValueError&#39;]``) or exception classes directly (e.g.\n      ``[ValueError]``). ``None`` means retry on all exceptions.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exceptions&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetryConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -13067,39 +13770,40 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -13107,37 +13811,37 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -13147,139 +13851,201 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -13289,15 +14055,13 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -13305,14 +14069,27 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -13321,14 +14098,60 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -13337,10 +14160,10 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -13350,506 +14173,316 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;deprecated&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">      </span><span class="s2">&quot;name&quot;</span>
-<span class="w">   </span><span class="p">]</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_iterations</span> <span class="pre">(Optional[int])</span></code></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.LoopAgent.max_iterations">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_iterations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[int]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LoopAgent.max_iterations" title="Link to this definition">¶</a></dt>
-<dd><p>The maximum number of iterations to run the loop agent.</p>
-<p>If not set, the loop agent will run indefinitely until a sub-agent
-escalates.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="google.adk.agents.McpInstructionProvider">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">McpInstructionProvider</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">connection_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prompt_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">errlog=&lt;_io.TextIOWrapper</span> <span class="pre">name='&lt;stderr&gt;'</span> <span class="pre">mode='w'</span> <span class="pre">encoding='utf-8'&gt;</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.agents.McpInstructionProvider" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Callable</span></code>[[<code class="xref py py-class docutils literal notranslate"><span class="pre">ReadonlyContext</span></code>], <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Awaitable</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]]</p>
-<p>Fetches agent instructions from an MCP server.</p>
-<p>Initializes the McpInstructionProvider.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>connection_params</strong> – Parameters for connecting to the MCP server.</p></li>
-<li><p><strong>prompt_name</strong> – The name of the MCP Prompt to fetch.</p></li>
-<li><p><strong>errlog</strong> – TextIO stream for error logging.</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="google.adk.agents.ParallelAgent">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">ParallelAgent</span></span><a class="headerlink" href="#google.adk.agents.ParallelAgent" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#google.adk.agents.BaseAgent" title="google.adk.agents.base_agent.BaseAgent"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAgent</span></code></a></p>
-<p>A shell agent that runs its sub-agents in parallel in an isolated manner.</p>
-<p>This approach is beneficial for scenarios requiring multiple perspectives or
-attempts on a single task, such as:</p>
-<ul class="simple">
-<li><p>Running different algorithms simultaneously.</p></li>
-<li><p>Generating multiple responses for review by a subsequent evaluation agent.</p></li>
-</ul>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAgent&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A shell agent that runs its sub-agents in parallel in an isolated manner.\n\nThis approach is beneficial for scenarios requiring multiple perspectives or\nattempts on a single task, such as:\n\n- Running different algorithms simultaneously.\n- Generating multiple responses for review by a subsequent evaluation agent.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;rerun_on_resume&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rerun On Resume&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;wait_for_output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wait For Output&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;retry_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetryConfig&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;input_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input Schema&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;output_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output Schema&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;state_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State Schema&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;parent_agent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;sub_agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sub Agents&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;before_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Agent Callback&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;after_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Agent Callback&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;BaseAgent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Base class for all agents in Agent Development Kit.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rerun_on_resume&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rerun On Resume&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wait_for_output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wait For Output&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retry_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetryConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;input_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output Schema&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parent_agent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sub_agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sub Agents&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;before_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Agent Callback&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;after_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Agent Callback&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;name&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseAgent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RetryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for retrying a node.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;max_attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Attempts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;initial_delay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial Delay&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;max_delay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Delay&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;backoff_factor&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Backoff Factor&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0. Otherwise use 0.0 to remove randomness.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exceptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                           </span><span class="p">{</span>
-<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                           </span><span class="p">},</span>
-<span class="w">                           </span><span class="p">{}</span>
-<span class="w">                        </span><span class="p">]</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exceptions to retry on. Accepts exception class names as\n      strings (e.g. ``[&#39;ValueError&#39;]``) or exception classes directly (e.g.\n      ``[ValueError]``). ``None`` means retry on all exceptions.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exceptions&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetryConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -13857,75 +14490,80 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -13935,119 +14573,152 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolArgsConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config to host free key-value pairs for the args in ToolConfig.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolArgsConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -14055,236 +14726,598 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a tool.\n\nThe config supports these types of tools:\n1. ADK built-in tools\n2. User-defined tool instances\n3. User-defined tool classes\n4. User-defined functions that generate tool instances\n5. User-defined function tools\n\nFor examples:\n\n  1. For ADK built-in tool instances or classes in `google.adk.tools` package,\n  they can be referenced directly with the `name` and optionally with\n  `args`.\n\n  ```\n  tools:\n    - name: google_search\n    - name: AgentTool\n      args:\n        agent: ./another_agent.yaml\n        skip_summarization: true\n  ```\n\n  2. For user-defined tool instances, the `name` is the fully qualified path\n  to the tool instance.\n\n  ```\n  tools:\n    - name: my_package.my_module.my_tool\n  ```\n\n  3. For user-defined tool classes (custom tools), the `name` is the fully\n  qualified path to the tool class and `args` is the arguments for the tool.\n\n  ```\n  tools:\n    - name: my_package.my_module.my_tool_class\n      args:\n        my_tool_arg1: value1\n        my_tool_arg2: value2\n  ```\n\n  4. For user-defined functions that generate tool instances, the `name` is\n  the fully qualified path to the function and `args` is passed to the\n  function as arguments.\n\n  ```\n  tools:\n    - name: my_package.my_module.my_tool_function\n      args:\n        my_function_arg1: value1\n        my_function_arg2: value2\n  ```\n\n  The function must have the following signature:\n  ```\n  def my_function(args: ToolArgsConfig) -&gt; BaseTool:\n    ...\n  ```\n\n  5. For user-defined function tools, the `name` is the fully qualified path\n  to the function.\n\n  ```\n  tools:\n    - name: my_package.my_module.my_function_tool\n  ```\n\n  If the above use cases don&#39;t suffice, users can define a custom tool config\n  by extending BaseToolConfig and override from_config() in the custom tool.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the tool.\n\nFor ADK built-in tools, `name` is the name of the tool, e.g. `google_search`\nor `AgentTool`.\n\nFor user-defined tools, the name is the fully qualified path to the tool, e.g.\n`my_package.my_module.my_tool`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolArgsConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The args for the tool.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;name&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;deprecated&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">      </span><span class="s2">&quot;name&quot;</span>
+<span class="w">      </span><span class="s2">&quot;name&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="s2">&quot;instruction&quot;</span>
 <span class="w">   </span><span class="p">]</span>
 <span class="p">}</span>
 </pre></div>
 </div>
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><p></p></dd>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">after_model_callbacks</span> <span class="pre">(Optional[List[CodeConfig]])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">after_tool_callbacks</span> <span class="pre">(Optional[List[CodeConfig]])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">agent_class</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">before_model_callbacks</span> <span class="pre">(Optional[List[CodeConfig]])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">before_tool_callbacks</span> <span class="pre">(Optional[List[CodeConfig]])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">disallow_transfer_to_parent</span> <span class="pre">(Optional[bool])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">disallow_transfer_to_peers</span> <span class="pre">(Optional[bool])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">generate_content_config</span> <span class="pre">(Optional[types.GenerateContentConfig])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">include_contents</span> <span class="pre">(Literal['default',</span> <span class="pre">'none'])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_schema</span> <span class="pre">(Optional[CodeConfig])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">instruction</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(Optional[str])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_code</span> <span class="pre">(Optional[CodeConfig])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_key</span> <span class="pre">(Optional[str])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_schema</span> <span class="pre">(Optional[CodeConfig])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">static_instruction</span> <span class="pre">(Optional[types.ContentUnion])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">tools</span> <span class="pre">(Optional[list[ToolConfig]])</span></code></p></li>
+</ul>
+</dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
+<dd class="field-even"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.after_model_callbacks">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">after_model_callbacks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[List[CodeConfig]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.after_model_callbacks" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.after_model_callbacks.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.after_tool_callbacks">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">after_tool_callbacks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[List[CodeConfig]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.after_tool_callbacks" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.after_tool_callbacks.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.agent_class">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">agent_class</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'LlmAgent'</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.agent_class" title="Link to this definition">¶</a></dt>
+<dd><p>The value is used to uniquely identify the LlmAgent class. If it is empty, it is by default an LlmAgent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.before_model_callbacks">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">before_model_callbacks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[List[CodeConfig]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.before_model_callbacks" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.before_model_callbacks.</p>
+<p>Example:</p>
+<blockquote>
+<div><p><a href="#id28"><span class="problematic" id="id29">``</span></a>`
+before_model_callbacks:</p>
+<blockquote>
+<div><ul class="simple">
+<li><p>name: my_library.callbacks.before_model_callback</p></li>
+</ul>
+</div></blockquote>
+<p><a href="#id30"><span class="problematic" id="id31">``</span></a><a href="#id32"><span class="problematic" id="id33">`</span></a></p>
+</div></blockquote>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.before_tool_callbacks">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">before_tool_callbacks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[List[CodeConfig]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.before_tool_callbacks" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.before_tool_callbacks.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.disallow_transfer_to_parent">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">disallow_transfer_to_parent</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[bool]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.disallow_transfer_to_parent" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.disallow_transfer_to_parent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.disallow_transfer_to_peers">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">disallow_transfer_to_peers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[bool]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.disallow_transfer_to_peers" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.disallow_transfer_to_peers.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.generate_content_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generate_content_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.GenerateContentConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.generate_content_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.generate_content_config.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.include_contents">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">include_contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Literal['default',</span> <span class="pre">'none']</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'default'</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.include_contents" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.include_contents.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.input_schema">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[CodeConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.input_schema" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.input_schema.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.instruction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Required. LlmAgent.instruction. Dynamic instructions with placeholder support. Behavior: if static_instruction is None, goes to system_instruction; if static_instruction is set, goes to user content after static content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.model" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.model. Provide a model name string (e.g. “gemini-3.5-flash”). If not set, the model will be inherited from the ancestor or fall back to the system default (gemini-3.5-flash unless overridden via LlmAgent.set_default_model). To construct a model instance from code, use model_code.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.model_code">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[CodeConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.model_code" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. A CodeConfig that instantiates a BaseLlm implementation such as LiteLlm with custom arguments (API base, fallbacks, etc.). Cannot be set together with <cite>model</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.output_key">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.output_key" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.output_key.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.output_schema">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[CodeConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.output_schema" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.output_schema.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.static_instruction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">static_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.ContentUnion]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.static_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.static_instruction. Static content sent literally at position 0 without placeholder processing. When set, changes instruction behavior to go to user content instead of system_instruction. Supports context caching. Accepts types.ContentUnion (str, types.Content, types.Part, PIL.Image.Image, types.File, or list[PartUnion]).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LlmAgentConfig.tools">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[list[ToolConfig]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LlmAgentConfig.tools" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LlmAgent.tools.</p>
+<p>Examples:</p>
+<blockquote>
+<div><p>For ADK built-in tools in <cite>google.adk.tools</cite> package, they can be referenced
+directly with the name:</p>
+<blockquote>
+<div><p><a href="#id34"><span class="problematic" id="id35">``</span></a>`
+tools:</p>
+<blockquote>
+<div><ul class="simple">
+<li><p>name: google_search</p></li>
+<li><p>name: load_memory</p></li>
+</ul>
+</div></blockquote>
+<p><a href="#id36"><span class="problematic" id="id37">``</span></a><a href="#id38"><span class="problematic" id="id39">`</span></a></p>
+</div></blockquote>
+<p>For user-defined tools, they can be referenced with fully qualified name:</p>
+<blockquote>
+<div><p><a href="#id40"><span class="problematic" id="id41">``</span></a>`
+tools:</p>
+<blockquote>
+<div><ul class="simple">
+<li><p>name: my_library.my_tools.my_tool</p></li>
+</ul>
+</div></blockquote>
+<p><a href="#id42"><span class="problematic" id="id43">``</span></a><a href="#id44"><span class="problematic" id="id45">`</span></a></p>
+</div></blockquote>
+<p>For tools that needs to be created via functions:</p>
+<blockquote>
+<div><p><a href="#id46"><span class="problematic" id="id47">``</span></a>`
+tools:</p>
+<blockquote>
+<div><ul>
+<li><p>name: my_library.my_tools.create_tool
+args:</p>
+<blockquote>
+<div><ul class="simple">
+<li><p>name: param1
+value: value1</p></li>
+<li><p>name: param2
+value: value2</p></li>
+</ul>
+</div></blockquote>
+</li>
+</ul>
+</div></blockquote>
+<p><a href="#id48"><span class="problematic" id="id49">``</span></a><a href="#id50"><span class="problematic" id="id51">`</span></a></p>
+</div></blockquote>
+<p>For more advanced tools, instead of specifying arguments in config, it’s
+recommended to define them in Python files and reference them. E.g.,</p>
+<blockquote>
+<div><p><a href="#id52"><span class="problematic" id="id53">``</span></a>`
+# tools.py
+my_mcp_toolset = McpToolset(</p>
+<blockquote>
+<div><dl class="simple">
+<dt>connection_params=StdioServerParameters(</dt><dd><p>command=”npx”,
+args=[“-y”, “&#64;notionhq/notion-mcp-server”],
+env={“OPENAPI_MCP_HEADERS”: NOTION_HEADERS},</p>
+</dd>
+</dl>
+<p>)</p>
+</div></blockquote>
+</div></blockquote>
+<p>Then, reference the toolset in config:</p>
+<p><a href="#id54"><span class="problematic" id="id55">``</span></a>`
+tools:</p>
+<blockquote>
+<div><ul class="simple">
+<li><p>name: tools.my_mcp_toolset</p></li>
+</ul>
+</div></blockquote>
+<p><a href="#id56"><span class="problematic" id="id57">``</span></a><a href="#id58"><span class="problematic" id="id59">`</span></a></p>
+</div></blockquote>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_model_sources</span></code></p></li>
+</ul>
+</dd>
 </dl>
 </dd></dl>
 
+</dd></dl>
+
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">RunConfig</span></span><a class="headerlink" href="#google.adk.agents.RunConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configs for runtime behavior of agents.</p>
-<p>The configs here will be overridden by agent-specific configurations.</p>
+<dt class="sig sig-object py" id="google.adk.agents.LoopAgent">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">LoopAgent</span></span><a class="headerlink" href="#google.adk.agents.LoopAgent" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.agents.BaseAgent" title="google.adk.agents.base_agent.BaseAgent"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAgent</span></code></a></p>
+<p>A shell agent that run its sub-agents in a loop.</p>
+<p>When sub-agent generates an event with escalate or max_iterations are
+reached, the loop agent will stop.</p>
+<div class="deprecated">
+<p><span class="versionmodified deprecated">Deprecated since version LoopAgent: </span>is deprecated and will be removed in future versions.
+Please use Workflow instead.</p>
+</div>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RunConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configs for runtime behavior of agents.\n\nThe configs here will be overridden by agent-specific configurations.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LoopAgent&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A shell agent that run its sub-agents in a loop.\n\nWhen sub-agent generates an event with escalate or max_iterations are\nreached, the loop agent will stop.\n\n.. deprecated::\n  LoopAgent is deprecated and will be removed in future versions.\n  Please use Workflow instead.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;speech_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;response_modalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response Modalities&quot;</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;avatar_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AvatarConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;save_input_blobs_as_artifacts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;rerun_on_resume&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;deprecated&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether or not to save the input blobs as artifacts. DEPRECATED: Use SaveFilesAsArtifactsPlugin instead for better control and flexibility. See google.adk.plugins.SaveFilesAsArtifactsPlugin.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Save Input Blobs As Artifacts&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rerun On Resume&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;support_cfc&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;wait_for_output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Support Cfc&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wait For Output&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;streaming_mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;output_audio_transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;retry_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetryConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">]</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;input_audio_transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">]</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;realtime_input_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;input_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RealtimeInputConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enable_affective_dialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enable Affective Dialog&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input Schema&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;proactivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;output_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProactivityConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output Schema&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;session_resumption&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;state_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SessionResumptionConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State Schema&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;context_window_compression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;parent_agent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContextWindowCompressionConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
@@ -14292,362 +15325,325 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;save_live_blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Save Live Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="nt">&quot;sub_agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sub Agents&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tool_thread_pool_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;before_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Agent Callback&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;after_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Agent Callback&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;max_iterations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolThreadPoolConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;save_live_audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;deprecated&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DEPRECATED: Use save_live_blob instead. If set to True, it saves live video and audio data to session and artifact service.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Save Live Audio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;max_llm_calls&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">500</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Llm Calls&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;custom_metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom Metadata&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;get_session_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GetSessionConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Iterations&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ActivityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different ways of handling user activity.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVITY_HANDLING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;START_OF_ACTIVITY_INTERRUPTS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NO_INTERRUPTION&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityHandling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;BaseAgent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Base class for all agents in Agent Development Kit.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rerun_on_resume&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rerun On Resume&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wait_for_output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wait For Output&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retry_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetryConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The language codes of the audio. BCP-47 language code. If not set, the transcription will be in the language detected by the model. If set, the server will use the language code specified in the model config as a hint for the language of the audio\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AutomaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures automatic detection of activity.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;disabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabled&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;input_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StartSensitivity&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely speech is to be detected.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input Schema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EndSensitivity&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely detected speech is ended.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output Schema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prefixPaddingMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;state_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prefixpaddingms&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State Schema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;silenceDurationMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parent_agent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sub_agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sub Agents&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;before_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user&#39;s activity but this will increase the model&#39;s latency.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Silencedurationms&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Agent Callback&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;after_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Agent Callback&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticActivityDetection&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;name&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseAgent&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AvatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar to be used in the session.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;RetryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for retrying a node.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;avatarName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;max_attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pre-built avatar id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avatarname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initial_delay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomizedAvatar&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customized avatar appearance with a reference image.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial Delay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;max_delay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed audio.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiobitratebps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Delay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;backoff_factor&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobitratebps&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AvatarConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables context window compression -- mechanism managing model context window so it does not exceed given length.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;triggerTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Backoff Factor&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens (before running turn) that triggers context window compression mechanism.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Triggertokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0. Otherwise use 0.0 to remove randomness.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;slidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exceptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SlidingWindow&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sliding window compression mechanism.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exceptions to retry on. Accepts exception class names as\n      strings (e.g. ``[&#39;ValueError&#39;]``) or exception classes directly (e.g.\n      ``[ValueError]``). ``None`` means retry on all exceptions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exceptions&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetryConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the customized avatar to be used in the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;imageMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mime type of the reference image, e.g., \&quot;image/jpeg\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagemimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The data of the reference image. The dimensions of the reference\n      image should be 9:16 (portrait) with a minimum resolution of 704x1280.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagedata&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomizedAvatar&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EndSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End of speech sensitivity.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_LOW&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EndSensitivity&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GetSessionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration of getting a session.\n\nAttributes:\n  num_recent_events: The limit of recent events to get for the session.\n    Optional: if None, the filter is not applied; if greater than 0, returns\n      at most given number of recent events; if 0, no events are returned.\n  after_timestamp: The earliest timestamp of events to get for the session.\n    Optional: if None, the filter is not applied; otherwise, returns events\n      with timestamp &gt;= the given time.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;num_recent_events&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Num Recent Events&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;after_timestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Timestamp&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetSessionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -14657,178 +15653,140 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ProactivityConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RealtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;automaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticActivityDetection&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;activityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityHandling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines what effect activity has.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;turnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCoverage&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines which input is included in the user&#39;s turn.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RealtimeInputConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SessionResumptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration of session resumption mechanism.\n\nIncluded in `LiveConnectConfig.session_resumption`. If included server\nwill send `LiveServerSessionResumptionUpdate` messages.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;handle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Handle&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;transparent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transparent&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SessionResumptionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -14838,626 +15796,410 @@ <h2>)<a class="headerlink" href="#id21" title="Link to this heading">¶</a></h2>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;StartSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start of speech sensitivity.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_LOW&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StartSensitivity&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;StreamingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streaming modes for agent execution.\n\nThis enum defines different streaming behaviors for how the agent returns\nevents as model response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;sse&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;bidi&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamingMode&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolThreadPoolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the tool thread pool executor.\n\nAttributes:\n  max_workers: Maximum number of worker threads in the pool. Defaults to 4.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;max_workers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">4</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of worker threads in the pool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">1</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Workers&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolThreadPoolConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TurnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options about which input is included in the user&#39;s turn.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TURN_COVERAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ONLY_ACTIVITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ALL_INPUT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCoverage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;deprecated&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">      </span><span class="s2">&quot;name&quot;</span>
+<span class="w">   </span><span class="p">]</span>
 <span class="p">}</span>
 </pre></div>
 </div>
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">avatar_config</span> <span class="pre">(google.genai.types.AvatarConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">context_window_compression</span> <span class="pre">(google.genai.types.ContextWindowCompressionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_metadata</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_affective_dialog</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">get_session_config</span> <span class="pre">(google.adk.sessions.base_session_service.GetSessionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_audio_transcription</span> <span class="pre">(google.genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_llm_calls</span> <span class="pre">(int)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_audio_transcription</span> <span class="pre">(google.genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">proactivity</span> <span class="pre">(google.genai.types.ProactivityConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">realtime_input_config</span> <span class="pre">(google.genai.types.RealtimeInputConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_modalities</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">save_input_blobs_as_artifacts</span> <span class="pre">(bool)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">save_live_audio</span> <span class="pre">(bool)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">save_live_blob</span> <span class="pre">(bool)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">session_resumption</span> <span class="pre">(google.genai.types.SessionResumptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">speech_config</span> <span class="pre">(google.genai.types.SpeechConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">streaming_mode</span> <span class="pre">(google.adk.agents.run_config.StreamingMode)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">support_cfc</span> <span class="pre">(bool)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_thread_pool_config</span> <span class="pre">(google.adk.agents.run_config.ToolThreadPoolConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_iterations</span> <span class="pre">(Optional[int])</span></code></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_max_llm_calls</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">max_llm_calls</span></code></p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.avatar_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">avatar_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.AvatarConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.avatar_config" title="Link to this definition">¶</a></dt>
-<dd><p>Avatar configuration for the live agent.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.context_window_compression">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">context_window_compression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.ContextWindowCompressionConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.context_window_compression" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for context window compression. If set, this will enable context window compression for LLM input.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.custom_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[dict[str,</span> <span class="pre">Any]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.custom_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Custom metadata for the current invocation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.enable_affective_dialog">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_affective_dialog</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[bool]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.enable_affective_dialog" title="Link to this definition">¶</a></dt>
-<dd><p>If enabled, the model will detect emotions and adapt its responses accordingly.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.get_session_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_session_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[GetSessionConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.get_session_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for controlling which events are fetched when loading
-a session.</p>
-<p>When set, the Runner will pass this configuration to the session service’s
-<code class="docutils literal notranslate"><span class="pre">get_session</span></code> method, allowing the caller to limit the events returned
-(e.g. via <code class="docutils literal notranslate"><span class="pre">num_recent_events</span></code> or <code class="docutils literal notranslate"><span class="pre">after_timestamp</span></code>).  This is especially
-useful in combination with <code class="docutils literal notranslate"><span class="pre">EventsCompactionConfig</span></code> to avoid loading the
-full event history on every invocation.</p>
-<p>Example:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">google.adk.agents.run_config</span><span class="w"> </span><span class="kn">import</span> <span class="n">RunConfig</span>
-<span class="kn">from</span><span class="w"> </span><span class="nn">google.adk.sessions.base_session_service</span><span class="w"> </span><span class="kn">import</span> <span class="n">GetSessionConfig</span>
-
-<span class="n">run_config</span> <span class="o">=</span> <span class="n">RunConfig</span><span class="p">(</span>
-    <span class="n">get_session_config</span><span class="o">=</span><span class="n">GetSessionConfig</span><span class="p">(</span><span class="n">num_recent_events</span><span class="o">=</span><span class="mi">50</span><span class="p">),</span>
-<span class="p">)</span>
-</pre></div>
-</div>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.input_audio_transcription">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.AudioTranscriptionConfig]</span></em><em class="property"> <span class="pre">[Optional]</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.input_audio_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>Input transcription for live agents with audio input from user.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.max_llm_calls">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_llm_calls</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">500</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.max_llm_calls" title="Link to this definition">¶</a></dt>
-<dd><p>A limit on the total number of llm calls for a given run.</p>
-<dl class="simple">
-<dt>Valid Values:</dt><dd><ul class="simple">
-<li><p>More than 0 and less than sys.maxsize: The bound on the number of llm
-calls is enforced, if the value is set in this range.</p></li>
-<li><p>Less than or equal to 0: This allows for unbounded number of llm calls.</p></li>
-</ul>
-</dd>
-</dl>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_max_llm_calls</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.output_audio_transcription">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.AudioTranscriptionConfig]</span></em><em class="property"> <span class="pre">[Optional]</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.output_audio_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>Output transcription for live agents with audio response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.proactivity">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">proactivity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.ProactivityConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.proactivity" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the proactivity of the model. This allows the model to respond proactively to the input and to ignore irrelevant input.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.realtime_input_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">realtime_input_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.RealtimeInputConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.realtime_input_config" title="Link to this definition">¶</a></dt>
-<dd><p>Realtime input config for live agents with audio input from user.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.response_modalities">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[list[str]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.response_modalities" title="Link to this definition">¶</a></dt>
-<dd><p>The output modalities. If not set, it’s default to AUDIO.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.save_live_blob">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">save_live_blob</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.save_live_blob" title="Link to this definition">¶</a></dt>
-<dd><p>Saves live video and audio data to session and artifact service.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.session_resumption">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">session_resumption</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.SessionResumptionConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.session_resumption" title="Link to this definition">¶</a></dt>
-<dd><p>Configures session resumption mechanism. Only support transparent session resumption mode now.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.speech_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.SpeechConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.speech_config" title="Link to this definition">¶</a></dt>
-<dd><p>Speech configuration for the live agent.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.streaming_mode">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">streaming_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">StreamingMode</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">StreamingMode.NONE</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.streaming_mode" title="Link to this definition">¶</a></dt>
-<dd><p>Streaming mode, None or StreamingMode.SSE or StreamingMode.BIDI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.support_cfc">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">support_cfc</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.support_cfc" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to support CFC (Compositional Function Calling). Only applicable for
-StreamingMode.SSE. If it’s true. the LIVE API will be invoked. Since only LIVE
-API supports CFC</p>
-<div class="admonition warning">
-<p class="admonition-title">Warning</p>
-<p>This feature is <strong>experimental</strong> and its API or behavior may change
-in future releases.</p>
-</div>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
+<dd class="field-even"><p></p></dd>
 </dl>
-</dd></dl>
-
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.tool_thread_pool_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_thread_pool_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[ToolThreadPoolConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.tool_thread_pool_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for running tools in a thread pool for live mode.</p>
-<p>When set, tool executions will run in a separate thread pool executor
-instead of the main event loop. When None (default), tools run in the
-main event loop.</p>
-<p>This helps keep the event loop responsive for:
-- User interruptions to be processed immediately
-- Model responses to continue being received</p>
-<p>Both sync and async tools are supported. Async tools are run in a new event
-loop within the background thread, which helps catch blocking I/O mistakenly
-used inside async functions.</p>
-<p>IMPORTANT - GIL (Global Interpreter Lock) Considerations:</p>
-<p>Thread pool HELPS with (GIL is released):
-- Blocking I/O: time.sleep(), network calls, file I/O, database queries
-- C extensions: numpy, hashlib, image processing libraries
-- Async functions containing blocking I/O (common user mistake)</p>
-<p>Thread pool does NOT help with (GIL is held):
-- Pure Python CPU-bound code: loops, calculations, recursive algorithms
-- The GIL prevents true parallel execution for Python bytecode</p>
-<p>For CPU-intensive Python code, consider alternatives:
-- Use C extensions that release the GIL
-- Break work into chunks with periodic <cite>await asyncio.sleep(0)</cite>
-- Use multiprocessing (ProcessPoolExecutor) for true parallelism</p>
-<p class="rubric">Example</p>
-<p><a href="#id22"><span class="problematic" id="id23">``</span></a><a href="#id24"><span class="problematic" id="id25">`</span></a>python
-from google.adk.agents.run_config import RunConfig, ToolThreadPoolConfig</p>
-<p># Enable thread pool with default settings
-run_config = RunConfig(</p>
-<blockquote>
-<div><p>tool_thread_pool_config=ToolThreadPoolConfig(),</p>
-</div></blockquote>
-<p>)</p>
-<p># Enable thread pool with custom max_workers
-run_config = RunConfig(</p>
-<blockquote>
-<div><p>tool_thread_pool_config=ToolThreadPoolConfig(max_workers=8),</p>
-</div></blockquote>
-<section id="id26">
-<h2>)<a class="headerlink" href="#id26" title="Link to this heading">¶</a></h2>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</section>
-</dd></dl>
-
-<dl class="py method pydantic_validator">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.check_for_deprecated_save_live_audio">
-<em class="property"><span class="pre">validator</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">check_for_deprecated_save_live_audio</span></span><em class="autodoc_pydantic_validator_arrow property">&#160; <span class="pre">»</span>&#160; </em><em class="xref py py-obj"><span class="pre">all</span> <span class="pre">fields</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.check_for_deprecated_save_live_audio" title="Link to this definition">¶</a></dt>
-<dd><p>If save_live_audio is passed, use it to set save_live_blob.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method pydantic_validator">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.validate_max_llm_calls">
-<em class="property"><span class="pre">validator</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validate_max_llm_calls</span></span><em class="autodoc_pydantic_validator_arrow property">&#160; <span class="pre">»</span>&#160; </em><em class="xref py py-obj"><span class="pre">max_llm_calls</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.validate_max_llm_calls" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.save_input_blobs_as_artifacts">
-<span class="sig-name descname"><span class="pre">save_input_blobs_as_artifacts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.save_input_blobs_as_artifacts" title="Link to this definition">¶</a></dt>
-<dd><p>Read-only data descriptor used to emit a runtime deprecation warning before accessing a deprecated field.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.msg">
-<span class="sig-name descname"><span class="pre">msg</span></span><a class="headerlink" href="#google.adk.agents.RunConfig.msg" title="Link to this definition">¶</a></dt>
-<dd><p>The deprecation message to be emitted.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.wrapped_property">
-<span class="sig-name descname"><span class="pre">wrapped_property</span></span><a class="headerlink" href="#google.adk.agents.RunConfig.wrapped_property" title="Link to this definition">¶</a></dt>
-<dd><p>The property instance if the deprecated field is a computed field, or <cite>None</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.field_name">
-<span class="sig-name descname"><span class="pre">field_name</span></span><a class="headerlink" href="#google.adk.agents.RunConfig.field_name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the field being deprecated.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.agents.RunConfig.save_live_audio">
-<span class="sig-name descname"><span class="pre">save_live_audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.save_live_audio" title="Link to this definition">¶</a></dt>
-<dd><p>Read-only data descriptor used to emit a runtime deprecation warning before accessing a deprecated field.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="id0">
-<span class="sig-name descname"><span class="pre">msg</span></span><a class="headerlink" href="#id0" title="Link to this definition">¶</a></dt>
-<dd><p>The deprecation message to be emitted.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="id27">
-<span class="sig-name descname"><span class="pre">wrapped_property</span></span><a class="headerlink" href="#id27" title="Link to this definition">¶</a></dt>
-<dd><p>The property instance if the deprecated field is a computed field, or <cite>None</cite>.</p>
+<dt class="sig sig-object py" id="google.adk.agents.LoopAgent.max_iterations">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_iterations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[int]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LoopAgent.max_iterations" title="Link to this definition">¶</a></dt>
+<dd><p>The maximum number of iterations to run the loop agent.</p>
+<p>If not set, the loop agent will run indefinitely until a sub-agent
+escalates.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="id28">
-<span class="sig-name descname"><span class="pre">field_name</span></span><a class="headerlink" href="#id28" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the field being deprecated.</p>
-</dd></dl>
-
+<dt class="sig sig-object py" id="google.adk.agents.LoopAgent.config_type">
+<span class="sig-name descname"><span class="pre">config_type</span></span><a class="headerlink" href="#google.adk.agents.LoopAgent.config_type" title="Link to this definition">¶</a></dt>
+<dd><p>alias of <a class="reference internal" href="#google.adk.agents.LoopAgentConfig" title="google.adk.agents.loop_agent_config.LoopAgentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">LoopAgentConfig</span></code></a></p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="google.adk.agents.SequentialAgent">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">SequentialAgent</span></span><a class="headerlink" href="#google.adk.agents.SequentialAgent" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#google.adk.agents.BaseAgent" title="google.adk.agents.base_agent.BaseAgent"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAgent</span></code></a></p>
-<p>A shell agent that runs its sub-agents in sequence.</p>
+<dt class="sig sig-object py" id="google.adk.agents.LoopAgentConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">LoopAgentConfig</span></span><a class="headerlink" href="#google.adk.agents.LoopAgentConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.agents.BaseAgentConfig" title="google.adk.agents.base_agent_config.BaseAgentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAgentConfig</span></code></a></p>
+<p>The config for the YAML schema of a LoopAgent.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SequentialAgent&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A shell agent that runs its sub-agents in sequence.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LoopAgentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The config for the YAML schema of a LoopAgent.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;agent_class&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LoopAgent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The value is used to uniquely identify the LoopAgent class.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Agent Class&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the agent.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The description of the agent.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;rerun_on_resume&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rerun On Resume&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;wait_for_output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wait For Output&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;retry_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sub_agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetryConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AgentRefConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The sub-agents of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sub Agents&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;before_agent_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The before_agent_callbacks of the agent.\n\nExample:\n\n  ```\n  before_agent_callbacks:\n    - name: my_library.security_callbacks.before_agent_callback\n  ```&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Agent Callbacks&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;after_agent_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The after_agent_callbacks of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Agent Callbacks&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;max_iterations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. LoopAgent.max_iterations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Iterations&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AgentRefConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The config for the reference to another agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;config_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config Path&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AgentRefConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code reference config for a variable, a function, or a class.\n\nOnly references an object by name. YAML cannot pass constructor args; to\nuse a configured object, build it in Python and reference its FQN here.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;name&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;deprecated&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">      </span><span class="s2">&quot;name&quot;</span>
+<span class="w">   </span><span class="p">]</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">agent_class</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_iterations</span> <span class="pre">(Optional[int])</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LoopAgentConfig.agent_class">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">agent_class</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'LoopAgent'</span></em><a class="headerlink" href="#google.adk.agents.LoopAgentConfig.agent_class" title="Link to this definition">¶</a></dt>
+<dd><p>The value is used to uniquely identify the LoopAgent class.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.LoopAgentConfig.max_iterations">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_iterations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[int]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.LoopAgentConfig.max_iterations" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. LoopAgent.max_iterations.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.agents.McpInstructionProvider">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">McpInstructionProvider</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">connection_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prompt_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">errlog=&lt;_io.TextIOWrapper</span> <span class="pre">name='&lt;stderr&gt;'</span> <span class="pre">mode='w'</span> <span class="pre">encoding='utf-8'&gt;</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.agents.McpInstructionProvider" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Callable</span></code>[[<code class="xref py py-class docutils literal notranslate"><span class="pre">ReadonlyContext</span></code>], <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Awaitable</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]]</p>
+<p>Fetches agent instructions from an MCP server.</p>
+<p>Initializes the McpInstructionProvider.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>connection_params</strong> – Parameters for connecting to the MCP server.</p></li>
+<li><p><strong>prompt_name</strong> – The name of the MCP Prompt to fetch.</p></li>
+<li><p><strong>errlog</strong> – TextIO stream for error logging.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.agents.ParallelAgent">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">ParallelAgent</span></span><a class="headerlink" href="#google.adk.agents.ParallelAgent" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.agents.BaseAgent" title="google.adk.agents.base_agent.BaseAgent"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAgent</span></code></a></p>
+<p>A shell agent that runs its sub-agents in parallel in an isolated manner.</p>
+<p>This approach is beneficial for scenarios requiring multiple perspectives or
+attempts on a single task, such as:</p>
+<ul class="simple">
+<li><p>Running different algorithms simultaneously.</p></li>
+<li><p>Generating multiple responses for review by a subsequent evaluation agent.</p></li>
+</ul>
+<div class="deprecated">
+<p><span class="versionmodified deprecated">Deprecated since version ParallelAgent: </span>is deprecated and will be removed in future versions.
+Please use Workflow instead.</p>
+</div>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAgent&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A shell agent that runs its sub-agents in parallel in an isolated manner.\n\nThis approach is beneficial for scenarios requiring multiple perspectives or\nattempts on a single task, such as:\n\n- Running different algorithms simultaneously.\n- Generating multiple responses for review by a subsequent evaluation agent.\n\n.. deprecated::\n  ParallelAgent is deprecated and will be removed in future versions.\n  Please use Workflow instead.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;rerun_on_resume&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rerun On Resume&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;wait_for_output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wait For Output&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;retry_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetryConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -16132,1222 +16874,286 @@ <h2>)<a class="headerlink" href="#id26" title="Link to this heading">¶</a></h2>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
-</dd></dl>
-
-</section>
-<section id="module-google.adk.apps">
-<span id="google-adk-apps-module"></span><h1>google.adk.apps module<a class="headerlink" href="#module-google.adk.apps" title="Link to this heading">¶</a></h1>
-</section>
-<section id="module-google.adk.artifacts">
-<span id="google-adk-artifacts-module"></span><h1>google.adk.artifacts module<a class="headerlink" href="#module-google.adk.artifacts" title="Link to this heading">¶</a></h1>
-<dl class="py class">
-<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.artifacts.</span></span><span class="sig-name descname"><span class="pre">BaseArtifactService</span></span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
-<p>Abstract base class for artifact services.</p>
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.delete_artifact">
-<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">delete_artifact</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.delete_artifact" title="Link to this definition">¶</a></dt>
-<dd><p>Deletes an artifact.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>app_name</strong> – The name of the application.</p></li>
-<li><p><strong>user_id</strong> – The ID of the user.</p></li>
-<li><p><strong>filename</strong> – The name of the artifact file.</p></li>
-<li><p><strong>session_id</strong> – The ID of the session. If <cite>None</cite>, delete the user-scoped
-artifact.</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.get_artifact_version">
-<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_artifact_version</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.get_artifact_version" title="Link to this definition">¶</a></dt>
-<dd><p>Gets the metadata for a specific version of an artifact.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">ArtifactVersion</span></code>]</span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>app_name</strong> – The name of the application.</p></li>
-<li><p><strong>user_id</strong> – The ID of the user.</p></li>
-<li><p><strong>filename</strong> – The name of the artifact file.</p></li>
-<li><p><strong>session_id</strong> – The ID of the session. If <cite>None</cite>, the artifact will be fetched
-from the user-scoped artifacts. Otherwise, it will be fetched from the
-specified session.</p></li>
-<li><p><strong>version</strong> – The version number of the artifact to retrieve. If <cite>None</cite>, the
-latest version will be returned.</p></li>
-</ul>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>An ArtifactVersion object containing the metadata of the specified
-artifact version, or <cite>None</cite> if the artifact version is not found.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.list_artifact_keys">
-<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">list_artifact_keys</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.list_artifact_keys" title="Link to this definition">¶</a></dt>
-<dd><p>Lists all the artifact filenames within a session.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>app_name</strong> – The name of the application.</p></li>
-<li><p><strong>user_id</strong> – The ID of the user.</p></li>
-<li><p><strong>session_id</strong> – The ID of the session.</p></li>
-</ul>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>A list of artifact filenames. If <cite>session_id</cite> is provided, returns
-both session-scoped and user-scoped artifact filenames. If <cite>session_id</cite>
-is <cite>None</cite>, returns
-user-scoped artifact filenames.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.list_artifact_versions">
-<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">list_artifact_versions</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.list_artifact_versions" title="Link to this definition">¶</a></dt>
-<dd><p>Lists all versions and their metadata for a specific artifact.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">ArtifactVersion</span></code>]</span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>app_name</strong> – The name of the application.</p></li>
-<li><p><strong>user_id</strong> – The ID of the user.</p></li>
-<li><p><strong>filename</strong> – The name of the artifact file.</p></li>
-<li><p><strong>session_id</strong> – The ID of the session. If <cite>None</cite>, lists versions of the
-user-scoped artifact. Otherwise, lists versions of the artifact within
-the specified session.</p></li>
-</ul>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>A list of ArtifactVersion objects, each representing a version of the
-artifact and its associated metadata.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.list_versions">
-<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">list_versions</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.list_versions" title="Link to this definition">¶</a></dt>
-<dd><p>Lists all versions of an artifact.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code>]</span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>app_name</strong> – The name of the application.</p></li>
-<li><p><strong>user_id</strong> – The ID of the user.</p></li>
-<li><p><strong>filename</strong> – The name of the artifact file.</p></li>
-<li><p><strong>session_id</strong> – The ID of the session. If <cite>None</cite>, only list the user-scoped
-artifacts versions.</p></li>
-</ul>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>A list of all available versions of the artifact.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.load_artifact">
-<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">load_artifact</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.load_artifact" title="Link to this definition">¶</a></dt>
-<dd><p>Gets an artifact from the artifact service storage.</p>
-<p>The artifact is a file identified by the app name, user ID, session ID, and
-filename.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code>]</span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>app_name</strong> – The app name.</p></li>
-<li><p><strong>user_id</strong> – The user ID.</p></li>
-<li><p><strong>filename</strong> – The filename of the artifact.</p></li>
-<li><p><strong>session_id</strong> – The session ID. If <cite>None</cite>, load the user-scoped artifact.</p></li>
-<li><p><strong>version</strong> – The version of the artifact. If None, the latest version will be
-returned.</p></li>
-</ul>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The artifact or None if not found.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.save_artifact">
-<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">save_artifact</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">artifact</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">custom_metadata</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.save_artifact" title="Link to this definition">¶</a></dt>
-<dd><p>Saves an artifact to the artifact service storage.</p>
-<p>The artifact is a file identified by the app name, user ID, session ID, and
-filename. After saving the artifact, a revision ID is returned to identify
-the artifact version.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>app_name</strong> – The app name.</p></li>
-<li><p><strong>user_id</strong> – The user ID.</p></li>
-<li><p><strong>filename</strong> – The filename of the artifact.</p></li>
-<li><p><strong>artifact</strong> – The artifact to save. Accepts a <code class="docutils literal notranslate"><span class="pre">types.Part</span></code> instance or a
-plain dictionary (camelCase or snake_case keys) which will be
-normalized via <code class="docutils literal notranslate"><span class="pre">ensure_part</span></code>. If the artifact consists of
-<code class="docutils literal notranslate"><span class="pre">file_data</span></code>, the artifact service assumes its content has been
-uploaded separately, and this method will associate the <code class="docutils literal notranslate"><span class="pre">file_data</span></code>
-with the artifact if necessary.</p></li>
-<li><p><strong>session_id</strong> – The session ID. If <cite>None</cite>, the artifact is user-scoped.</p></li>
-<li><p><strong>custom_metadata</strong> – custom metadata to associate with the artifact.</p></li>
-</ul>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The revision ID. The first version of the artifact has a revision ID of 0.
-This is incremented by 1 after each successful save.</p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-</section>
-<section id="module-google.adk.auth">
-<span id="google-adk-auth-module"></span><h1>google.adk.auth module<a class="headerlink" href="#module-google.adk.auth" title="Link to this heading">¶</a></h1>
-</section>
-<section id="google-adk-code-executors-module">
-<h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code-executors-module" title="Link to this heading">¶</a></h1>
-<dl class="py class pydantic_model" id="module-google.adk.code_executors">
-<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.code_executors.</span></span><span class="sig-name descname"><span class="pre">BaseCodeExecutor</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Abstract base class for all code executors.</p>
-<p>The code executor allows the agent to execute code blocks from model responses
-and incorporate the execution results into the final response.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.optimize_data_file">
-<span class="sig-name descname"><span class="pre">optimize_data_file</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.optimize_data_file" title="Link to this definition">¶</a></dt>
-<dd><p>If true, extract and process data files from the model
-request and attach them to the code executor. Supported data file
-MimeTypes are [text/csv]. Default to False.</p>
-</dd></dl>
-
 <dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.stateful">
-<span class="sig-name descname"><span class="pre">stateful</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.stateful" title="Link to this definition">¶</a></dt>
-<dd><p>Whether the code executor is stateful. Default to False.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.error_retry_attempts">
-<span class="sig-name descname"><span class="pre">error_retry_attempts</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.error_retry_attempts" title="Link to this definition">¶</a></dt>
-<dd><p>The number of attempts to retry on consecutive code
-execution errors. Default to 2.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.code_block_delimiters">
-<span class="sig-name descname"><span class="pre">code_block_delimiters</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.code_block_delimiters" title="Link to this definition">¶</a></dt>
-<dd><p>The list of the enclosing delimiters to identify the
-code blocks.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.execution_result_delimiters">
-<span class="sig-name descname"><span class="pre">execution_result_delimiters</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.execution_result_delimiters" title="Link to this definition">¶</a></dt>
-<dd><p>The delimiters to format the code execution
-result.</p>
+<dt class="sig sig-object py" id="google.adk.agents.ParallelAgent.config_type">
+<span class="sig-name descname"><span class="pre">config_type</span></span><a class="headerlink" href="#google.adk.agents.ParallelAgent.config_type" title="Link to this definition">¶</a></dt>
+<dd><p>alias of <a class="reference internal" href="#google.adk.agents.ParallelAgentConfig" title="google.adk.agents.parallel_agent_config.ParallelAgentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ParallelAgentConfig</span></code></a></p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.timeout_seconds">
-<span class="sig-name descname"><span class="pre">timeout_seconds</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.timeout_seconds" title="Link to this definition">¶</a></dt>
-<dd><p>The fallback timeout in seconds for the code execution.</p>
 </dd></dl>
 
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.agents.ParallelAgentConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">ParallelAgentConfig</span></span><a class="headerlink" href="#google.adk.agents.ParallelAgentConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.agents.BaseAgentConfig" title="google.adk.agents.base_agent_config.BaseAgentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAgentConfig</span></code></a></p>
+<p>The config for the YAML schema of a ParallelAgent.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseCodeExecutor&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Abstract base class for all code executors.\n\nThe code executor allows the agent to execute code blocks from model responses\nand incorporate the execution results into the final response.\n\nAttributes:\n  optimize_data_file: If true, extract and process data files from the model\n    request and attach them to the code executor. Supported data file\n    MimeTypes are [text/csv]. Default to False.\n  stateful: Whether the code executor is stateful. Default to False.\n  error_retry_attempts: The number of attempts to retry on consecutive code\n    execution errors. Default to 2.\n  code_block_delimiters: The list of the enclosing delimiters to identify the\n    code blocks.\n  execution_result_delimiters: The delimiters to format the code execution\n    result.\n  timeout_seconds: The fallback timeout in seconds for the code execution.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAgentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The config for the YAML schema of a ParallelAgent.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;optimize_data_file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optimize Data File&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="nt">&quot;agent_class&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAgent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The value is used to uniquely identify the ParallelAgent class.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Agent Class&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;stateful&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stateful&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;error_retry_attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Error Retry Attempts&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The description of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;code_block_delimiters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">[</span>
-<span class="w">               </span><span class="s2">&quot;```tool_code\n&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="s2">&quot;\n```&quot;</span>
-<span class="w">            </span><span class="p">],</span>
-<span class="w">            </span><span class="p">[</span>
-<span class="w">               </span><span class="s2">&quot;```python\n&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="s2">&quot;\n```&quot;</span>
-<span class="w">            </span><span class="p">]</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">            </span><span class="nt">&quot;prefixItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">               </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;sub_agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AgentRefConfig&quot;</span>
 <span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">}</span>
-<span class="w">            </span><span class="p">],</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code Block Delimiters&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;execution_result_delimiters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;```tool_output\n&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;\n```&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;prefixItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The sub-agents of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sub Agents&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;before_agent_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Execution Result Delimiters&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The before_agent_callbacks of the agent.\n\nExample:\n\n  ```\n  before_agent_callbacks:\n    - name: my_library.security_callbacks.before_agent_callback\n  ```&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Agent Callbacks&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;timeout_seconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;after_agent_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout Seconds&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The after_agent_callbacks of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Agent Callbacks&quot;</span>
 <span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">}</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">code_block_delimiters</span> <span class="pre">(List[tuple[str,</span> <span class="pre">str]])</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">error_retry_attempts</span> <span class="pre">(int)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">execution_result_delimiters</span> <span class="pre">(tuple[str,</span> <span class="pre">str])</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">optimize_data_file</span> <span class="pre">(bool)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">stateful</span> <span class="pre">(bool)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">timeout_seconds</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id29">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code_block_delimiters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">List[tuple[str,</span> <span class="pre">str]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">[('```tool_code\n',</span> <span class="pre">'\n```'),</span> <span class="pre">('```python\n',</span> <span class="pre">'\n```')]</span></em><a class="headerlink" href="#id29" title="Link to this definition">¶</a></dt>
-<dd><p>The list of the enclosing delimiters to identify the code blocks.</p>
-<p>For example, the delimiter (’<code class="docutils literal notranslate"><span class="pre">`python\n',</span> <span class="pre">'\n`</span></code>’) can be
-used to identify code blocks with the following format:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>```python
-print(&quot;hello&quot;)
-```
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AgentRefConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The config for the reference to another agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;config_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config Path&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AgentRefConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code reference config for a variable, a function, or a class.\n\nOnly references an object by name. YAML cannot pass constructor args; to\nuse a configured object, build it in Python and reference its FQN here.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;name&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;deprecated&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">      </span><span class="s2">&quot;name&quot;</span>
+<span class="w">   </span><span class="p">]</span>
+<span class="p">}</span>
 </pre></div>
 </div>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id30">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error_retry_attempts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">2</span></em><a class="headerlink" href="#id30" title="Link to this definition">¶</a></dt>
-<dd><p>The number of attempts to retry on consecutive code execution errors. Default to 2.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id31">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">execution_result_delimiters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">tuple[str,</span> <span class="pre">str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">('```tool_output\n',</span> <span class="pre">'\n```')</span></em><a class="headerlink" href="#id31" title="Link to this definition">¶</a></dt>
-<dd><p>The delimiters to format the code execution result.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id32">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">optimize_data_file</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#id32" title="Link to this definition">¶</a></dt>
-<dd><p>If true, extract and process data files from the model request
-and attach them to the code executor.</p>
-<p>Supported data file MimeTypes are [text/csv].
-Default to False.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id33">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">stateful</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#id33" title="Link to this definition">¶</a></dt>
-<dd><p>Whether the code executor is stateful. Default to False.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id34">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">timeout_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[int]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id34" title="Link to this definition">¶</a></dt>
-<dd><p>The timeout in seconds for the code execution.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.execute_code">
-<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">execute_code</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_context</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">code_execution_input</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.execute_code" title="Link to this definition">¶</a></dt>
-<dd><p>Executes code and return the code execution result.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">CodeExecutionResult</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>invocation_context</strong> – The invocation context of the code execution.</p></li>
-<li><p><strong>code_execution_input</strong> – The code execution input.</p></li>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">agent_class</span> <span class="pre">(str)</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The code execution result.</p>
-</dd>
 </dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.ParallelAgentConfig.agent_class">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">agent_class</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ParallelAgent'</span></em><a class="headerlink" href="#google.adk.agents.ParallelAgentConfig.agent_class" title="Link to this definition">¶</a></dt>
+<dd><p>The value is used to uniquely identify the ParallelAgent class.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="google.adk.code_executors.BuiltInCodeExecutor">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.code_executors.</span></span><span class="sig-name descname"><span class="pre">BuiltInCodeExecutor</span></span><a class="headerlink" href="#google.adk.code_executors.BuiltInCodeExecutor" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#google.adk.code_executors.BaseCodeExecutor" title="google.adk.code_executors.base_code_executor.BaseCodeExecutor"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseCodeExecutor</span></code></a></p>
-<p>A code executor that uses the Model’s built-in code executor.</p>
-<p>Currently only supports Gemini 2.0+ models, but will be expanded to
-other models.</p>
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">RunConfig</span></span><a class="headerlink" href="#google.adk.agents.RunConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Configs for runtime behavior of agents.</p>
+<p>The configs here will be overridden by agent-specific configurations.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BuiltInCodeExecutor&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A code executor that uses the Model&#39;s built-in code executor.\n\nCurrently only supports Gemini 2.0+ models, but will be expanded to\nother models.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RunConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configs for runtime behavior of agents.\n\nThe configs here will be overridden by agent-specific configurations.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;optimize_data_file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optimize Data File&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;stateful&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stateful&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;error_retry_attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Error Retry Attempts&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;code_block_delimiters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">[</span>
-<span class="w">               </span><span class="s2">&quot;```tool_code\n&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="s2">&quot;\n```&quot;</span>
-<span class="w">            </span><span class="p">],</span>
-<span class="w">            </span><span class="p">[</span>
-<span class="w">               </span><span class="s2">&quot;```python\n&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="s2">&quot;\n```&quot;</span>
-<span class="w">            </span><span class="p">]</span>
+<span class="w">      </span><span class="nt">&quot;speech_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">            </span><span class="nt">&quot;prefixItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">               </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">}</span>
-<span class="w">            </span><span class="p">],</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code Block Delimiters&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;execution_result_delimiters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;```tool_output\n&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;\n```&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;prefixItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">      </span><span class="nt">&quot;response_modalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Execution Result Delimiters&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response Modalities&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;timeout_seconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;avatar_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AvatarConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout Seconds&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">}</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><p></p></dd>
-</dl>
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.BuiltInCodeExecutor.execute_code">
-<span class="sig-name descname"><span class="pre">execute_code</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_context</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">code_execution_input</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.BuiltInCodeExecutor.execute_code" title="Link to this definition">¶</a></dt>
-<dd><p>Executes code and return the code execution result.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">CodeExecutionResult</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>invocation_context</strong> – The invocation context of the code execution.</p></li>
-<li><p><strong>code_execution_input</strong> – The code execution input.</p></li>
-</ul>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The code execution result.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.BuiltInCodeExecutor.process_llm_request">
-<span class="sig-name descname"><span class="pre">process_llm_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">llm_request</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.BuiltInCodeExecutor.process_llm_request" title="Link to this definition">¶</a></dt>
-<dd><p>Pre-process the LLM request for Gemini 2.0+ models to use the code execution tool.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.code_executors.</span></span><span class="sig-name descname"><span class="pre">CodeExecutorContext</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session_state</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<p>The persistent context used to configure the code executor.</p>
-<p>Initializes the code executor context.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>session_state</strong> – The session state to get the code executor context from.</p>
-</dd>
-</dl>
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.add_input_files">
-<span class="sig-name descname"><span class="pre">add_input_files</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_files</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.add_input_files" title="Link to this definition">¶</a></dt>
-<dd><p>Adds the input files to the code executor context.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>input_files</strong> – The input files to add to the code executor context.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.add_processed_file_names">
-<span class="sig-name descname"><span class="pre">add_processed_file_names</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">file_names</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.add_processed_file_names" title="Link to this definition">¶</a></dt>
-<dd><p>Adds the processed file name to the session state.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>file_names</strong> – The processed file names to add to the session state.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.clear_input_files">
-<span class="sig-name descname"><span class="pre">clear_input_files</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.clear_input_files" title="Link to this definition">¶</a></dt>
-<dd><p>Removes the input files and processed file names to the code executor context.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.get_error_count">
-<span class="sig-name descname"><span class="pre">get_error_count</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.get_error_count" title="Link to this definition">¶</a></dt>
-<dd><p>Gets the error count from the session state.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><p><strong>invocation_id</strong> – The invocation ID to get the error count for.</p>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The error count for the given invocation ID.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.get_execution_id">
-<span class="sig-name descname"><span class="pre">get_execution_id</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.get_execution_id" title="Link to this definition">¶</a></dt>
-<dd><p>Gets the session ID for the code executor.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span></p>
-</dd>
-<dt class="field-even">Returns<span class="colon">:</span></dt>
-<dd class="field-even"><p>The session ID for the code executor context.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.get_input_files">
-<span class="sig-name descname"><span class="pre">get_input_files</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.get_input_files" title="Link to this definition">¶</a></dt>
-<dd><p>Gets the code executor input file names from the session state.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code>]</span></p>
-</dd>
-<dt class="field-even">Returns<span class="colon">:</span></dt>
-<dd class="field-even"><p>A list of input files in the code executor context.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.get_processed_file_names">
-<span class="sig-name descname"><span class="pre">get_processed_file_names</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.get_processed_file_names" title="Link to this definition">¶</a></dt>
-<dd><p>Gets the processed file names from the session state.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span></p>
-</dd>
-<dt class="field-even">Returns<span class="colon">:</span></dt>
-<dd class="field-even"><p>A list of processed file names in the code executor context.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.get_state_delta">
-<span class="sig-name descname"><span class="pre">get_state_delta</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.get_state_delta" title="Link to this definition">¶</a></dt>
-<dd><p>Gets the state delta to update in the persistent session state.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
-</dd>
-<dt class="field-even">Returns<span class="colon">:</span></dt>
-<dd class="field-even"><p>The state delta to update in the persistent session state.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.increment_error_count">
-<span class="sig-name descname"><span class="pre">increment_error_count</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.increment_error_count" title="Link to this definition">¶</a></dt>
-<dd><p>Increments the error count from the session state.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>invocation_id</strong> – The invocation ID to increment the error count for.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.reset_error_count">
-<span class="sig-name descname"><span class="pre">reset_error_count</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.reset_error_count" title="Link to this definition">¶</a></dt>
-<dd><p>Resets the error count from the session state.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>invocation_id</strong> – The invocation ID to reset the error count for.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.set_execution_id">
-<span class="sig-name descname"><span class="pre">set_execution_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.set_execution_id" title="Link to this definition">¶</a></dt>
-<dd><p>Sets the session ID for the code executor.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>session_id</strong> – The session ID for the code executor.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.update_code_execution_result">
-<span class="sig-name descname"><span class="pre">update_code_execution_result</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">code</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">result_stdout</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">result_stderr</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.update_code_execution_result" title="Link to this definition">¶</a></dt>
-<dd><p>Updates the code execution result.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>invocation_id</strong> – The invocation ID to update the code execution result for.</p></li>
-<li><p><strong>code</strong> – The code to execute.</p></li>
-<li><p><strong>result_stdout</strong> – The standard output of the code execution.</p></li>
-<li><p><strong>result_stderr</strong> – The standard error of the code execution.</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="google.adk.code_executors.UnsafeLocalCodeExecutor">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.code_executors.</span></span><span class="sig-name descname"><span class="pre">UnsafeLocalCodeExecutor</span></span><a class="headerlink" href="#google.adk.code_executors.UnsafeLocalCodeExecutor" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#google.adk.code_executors.BaseCodeExecutor" title="google.adk.code_executors.base_code_executor.BaseCodeExecutor"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseCodeExecutor</span></code></a></p>
-<p>A code executor that unsafely execute code in the current local context.</p>
-<p>Initializes the UnsafeLocalCodeExecutor.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UnsafeLocalCodeExecutor&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A code executor that unsafely execute code in the current local context.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;optimize_data_file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;save_input_blobs_as_artifacts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optimize Data File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;deprecated&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether or not to save the input blobs as artifacts. DEPRECATED: Use SaveFilesAsArtifactsPlugin instead for better control and flexibility. See google.adk.plugins.SaveFilesAsArtifactsPlugin.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Save Input Blobs As Artifacts&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;stateful&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;support_cfc&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stateful&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Support Cfc&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;error_retry_attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Error Retry Attempts&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;streaming_mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;code_block_delimiters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">[</span>
-<span class="w">               </span><span class="s2">&quot;```tool_code\n&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="s2">&quot;\n```&quot;</span>
-<span class="w">            </span><span class="p">],</span>
-<span class="w">            </span><span class="p">[</span>
-<span class="w">               </span><span class="s2">&quot;```python\n&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="s2">&quot;\n```&quot;</span>
-<span class="w">            </span><span class="p">]</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">            </span><span class="nt">&quot;prefixItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">               </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">}</span>
-<span class="w">            </span><span class="p">],</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code Block Delimiters&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="nt">&quot;output_audio_transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">]</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;execution_result_delimiters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;```tool_output\n&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;\n```&quot;</span>
+<span class="w">      </span><span class="nt">&quot;input_audio_transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">]</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;realtime_input_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RealtimeInputConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;prefixItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;translation_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Execution Result Delimiters&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;timeout_seconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;enable_affective_dialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout Seconds&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">}</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">optimize_data_file</span> <span class="pre">(bool)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">stateful</span> <span class="pre">(bool)</span></code></p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.code_executors.UnsafeLocalCodeExecutor.optimize_data_file">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">optimize_data_file</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#google.adk.code_executors.UnsafeLocalCodeExecutor.optimize_data_file" title="Link to this definition">¶</a></dt>
-<dd><p>If true, extract and process data files from the model request
-and attach them to the code executor.</p>
-<p>Supported data file MimeTypes are [text/csv].
-Default to False.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.code_executors.UnsafeLocalCodeExecutor.stateful">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">stateful</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#google.adk.code_executors.UnsafeLocalCodeExecutor.stateful" title="Link to this definition">¶</a></dt>
-<dd><p>Whether the code executor is stateful. Default to False.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.code_executors.UnsafeLocalCodeExecutor.execute_code">
-<span class="sig-name descname"><span class="pre">execute_code</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_context</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">code_execution_input</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.UnsafeLocalCodeExecutor.execute_code" title="Link to this definition">¶</a></dt>
-<dd><p>Executes code and return the code execution result.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">CodeExecutionResult</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>invocation_context</strong> – The invocation context of the code execution.</p></li>
-<li><p><strong>code_execution_input</strong> – The code execution input.</p></li>
-</ul>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The code execution result.</p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-</section>
-<section id="module-google.adk.environment">
-<span id="google-adk-environment-module"></span><h1>google.adk.environment module<a class="headerlink" href="#module-google.adk.environment" title="Link to this heading">¶</a></h1>
-<p>Agent environments.</p>
-<dl class="py class">
-<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.environment.</span></span><span class="sig-name descname"><span class="pre">BaseEnvironment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.BaseEnvironment" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
-<p>Abstract base class for code execution environments.</p>
-<p>An environment provides the ability to execute shell commands,
-read files, and write files within a working directory.  Concrete
-implementations include local subprocess execution, sandboxed
-execution, container environments, and cloud-hosted environments.</p>
-<dl class="simple">
-<dt>Lifecycle:</dt><dd><ol class="arabic simple">
-<li><p>Construct the environment (<code class="docutils literal notranslate"><span class="pre">__init__</span></code>).</p></li>
-<li><p>Call <code class="docutils literal notranslate"><span class="pre">initialize()</span></code> before first use.</p></li>
-<li><p>Use <code class="docutils literal notranslate"><span class="pre">execute</span></code>, <code class="docutils literal notranslate"><span class="pre">read_file</span></code>, <code class="docutils literal notranslate"><span class="pre">write_file</span></code>.</p></li>
-<li><p>Call <code class="docutils literal notranslate"><span class="pre">close()</span></code> when done.</p></li>
-</ol>
-</dd>
-</dl>
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment.close">
-<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.BaseEnvironment.close" title="Link to this definition">¶</a></dt>
-<dd><p>Release resources held by the environment.</p>
-<p>Called when the environment is no longer needed. The default
-implementation is a no-op. Sub-classes should ensure this method is
-idempotent.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment.execute">
-<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">execute</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">command</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.BaseEnvironment.execute" title="Link to this definition">¶</a></dt>
-<dd><p>Execute a shell command in the working directory.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.environment.ExecutionResult" title="google.adk.environment._base_environment.ExecutionResult"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExecutionResult</span></code></a></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>command</strong> – The shell command string to execute.</p></li>
-<li><p><strong>timeout</strong> – Maximum execution time in seconds.  <code class="docutils literal notranslate"><span class="pre">None</span></code> means
-no limit.</p></li>
-</ul>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>An <code class="docutils literal notranslate"><span class="pre">ExecutionResult</span></code> with exit code, stdout, stderr, and
-timeout status.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment.initialize">
-<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initialize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.BaseEnvironment.initialize" title="Link to this definition">¶</a></dt>
-<dd><p>Initialize the environment (e.g. create working directory).</p>
-<p>Called before first use. The default implementation is a
-no-op. Sub-classes should ensure this method is idempotent.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment.read_file">
-<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">read_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.BaseEnvironment.read_file" title="Link to this definition">¶</a></dt>
-<dd><p>Read a file from the environment filesystem.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><p><strong>path</strong> – Absolute or working-dir-relative path to the file.</p>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The raw file contents as bytes.</p>
-</dd>
-<dt class="field-even">Raises<span class="colon">:</span></dt>
-<dd class="field-even"><p><strong>FileNotFoundError</strong> – If the file does not exist.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment.working_dir">
-<em class="property"><span class="k"><span class="pre">abstract</span></span><span class="w"> </span><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">working_dir</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Path</span></em><a class="headerlink" href="#google.adk.environment.BaseEnvironment.working_dir" title="Link to this definition">¶</a></dt>
-<dd><p>The absolute path to the environment’s working directory.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment.write_file">
-<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">write_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">content</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.BaseEnvironment.write_file" title="Link to this definition">¶</a></dt>
-<dd><p>Write content to a file in the environment’s filesystem.</p>
-<p>Parent directories are created automatically if they do not
-exist.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>path</strong> – Absolute or working-dir-relative path to the file.</p></li>
-<li><p><strong>content</strong> – The string or raw bytes to write.</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="google.adk.environment.ExecutionResult">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.environment.</span></span><span class="sig-name descname"><span class="pre">ExecutionResult</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">exit_code</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">stdout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">stderr</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timed_out</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.ExecutionResult" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<p>Result of a command execution.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.environment.ExecutionResult.exit_code">
-<span class="sig-name descname"><span class="pre">exit_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">0</span></em><a class="headerlink" href="#google.adk.environment.ExecutionResult.exit_code" title="Link to this definition">¶</a></dt>
-<dd><p>The exit code of the process.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.environment.ExecutionResult.stderr">
-<span class="sig-name descname"><span class="pre">stderr</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.environment.ExecutionResult.stderr" title="Link to this definition">¶</a></dt>
-<dd><p>Standard error captured from the process.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.environment.ExecutionResult.stdout">
-<span class="sig-name descname"><span class="pre">stdout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.environment.ExecutionResult.stdout" title="Link to this definition">¶</a></dt>
-<dd><p>Standard output captured from the process.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.environment.ExecutionResult.timed_out">
-<span class="sig-name descname"><span class="pre">timed_out</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#google.adk.environment.ExecutionResult.timed_out" title="Link to this definition">¶</a></dt>
-<dd><p>Whether the execution exceeded the timeout.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.environment.</span></span><span class="sig-name descname"><span class="pre">LocalEnvironment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">working_dir</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">env_vars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.LocalEnvironment" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#google.adk.environment.BaseEnvironment" title="google.adk.environment._base_environment.BaseEnvironment"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseEnvironment</span></code></a></p>
-<p>Execute commands via local <code class="docutils literal notranslate"><span class="pre">asyncio</span></code> subprocesses.</p>
-<p>When <code class="docutils literal notranslate"><span class="pre">working_dir</span></code> is not specified, a temporary directory is
-created on <code class="docutils literal notranslate"><span class="pre">initialize()</span></code> and removed on <code class="docutils literal notranslate"><span class="pre">close()</span></code>.</p>
-<p>Create a local environment.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>working_dir</strong> – Absolute path to the workspace directory.  If
-<code class="docutils literal notranslate"><span class="pre">None</span></code>, a temporary directory is created during
-<code class="docutils literal notranslate"><span class="pre">initialize()</span></code>.</p></li>
-<li><p><strong>env_vars</strong> – Extra environment variables merged into the subprocess
-environment.</p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment.close">
-<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.LocalEnvironment.close" title="Link to this definition">¶</a></dt>
-<dd><p>Release resources held by the environment.</p>
-<p>Called when the environment is no longer needed. The default
-implementation is a no-op. Sub-classes should ensure this method is
-idempotent.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment.execute">
-<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">execute</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">command</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.LocalEnvironment.execute" title="Link to this definition">¶</a></dt>
-<dd><p>Execute a shell command in the working directory.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.environment.ExecutionResult" title="google.adk.environment._base_environment.ExecutionResult"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExecutionResult</span></code></a></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>command</strong> – The shell command string to execute.</p></li>
-<li><p><strong>timeout</strong> – Maximum execution time in seconds.  <code class="docutils literal notranslate"><span class="pre">None</span></code> means
-no limit.</p></li>
-</ul>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>An <code class="docutils literal notranslate"><span class="pre">ExecutionResult</span></code> with exit code, stdout, stderr, and
-timeout status.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment.initialize">
-<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initialize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.LocalEnvironment.initialize" title="Link to this definition">¶</a></dt>
-<dd><p>Initialize the environment (e.g. create working directory).</p>
-<p>Called before first use. The default implementation is a
-no-op. Sub-classes should ensure this method is idempotent.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment.read_file">
-<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">read_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.LocalEnvironment.read_file" title="Link to this definition">¶</a></dt>
-<dd><p>Read a file from the environment filesystem.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><p><strong>path</strong> – Absolute or working-dir-relative path to the file.</p>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The raw file contents as bytes.</p>
-</dd>
-<dt class="field-even">Raises<span class="colon">:</span></dt>
-<dd class="field-even"><p><strong>FileNotFoundError</strong> – If the file does not exist.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment.working_dir">
-<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">working_dir</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Path</span></em><a class="headerlink" href="#google.adk.environment.LocalEnvironment.working_dir" title="Link to this definition">¶</a></dt>
-<dd><p>The absolute path to the environment’s working directory.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment.write_file">
-<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">write_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">content</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.LocalEnvironment.write_file" title="Link to this definition">¶</a></dt>
-<dd><p>Write content to a file in the environment’s filesystem.</p>
-<p>Parent directories are created automatically if they do not
-exist.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>path</strong> – Absolute or working-dir-relative path to the file.</p></li>
-<li><p><strong>content</strong> – The string or raw bytes to write.</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-</section>
-<section id="module-google.adk.errors">
-<span id="google-adk-errors-module"></span><h1>google.adk.errors module<a class="headerlink" href="#module-google.adk.errors" title="Link to this heading">¶</a></h1>
-</section>
-<section id="module-google.adk.evaluation">
-<span id="google-adk-evaluation-module"></span><h1>google.adk.evaluation module<a class="headerlink" href="#module-google.adk.evaluation" title="Link to this heading">¶</a></h1>
-<dl class="py class">
-<dt class="sig sig-object py" id="google.adk.evaluation.AgentEvaluator">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.evaluation.</span></span><span class="sig-name descname"><span class="pre">AgentEvaluator</span></span><a class="headerlink" href="#google.adk.evaluation.AgentEvaluator" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<p>An evaluator for Agents, mainly intended for helping with test cases.</p>
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.evaluation.AgentEvaluator.evaluate">
-<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span><span class="k"><span class="pre">static</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">agent_module</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">eval_dataset_file_path_or_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_runs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">agent_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_session_file</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">print_detailed_results</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.evaluation.AgentEvaluator.evaluate" title="Link to this definition">¶</a></dt>
-<dd><p>Evaluates an Agent given eval data.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>agent_module</strong> – The path to python module that contains the definition of
-the agent. There is convention in place here, where the code is going to
-look for ‘root_agent’ or ‘get_agent_async’ in the loaded module.</p></li>
-<li><p><strong>eval_dataset_file_path_or_dir</strong> – The eval data set. This can be either a
-string representing full path to the file containing eval dataset, or a
-directory that is recursively explored for all files that have a
-<cite>.test.json</cite> suffix.</p></li>
-<li><p><strong>num_runs</strong> – Number of times all entries in the eval dataset should be
-assessed.</p></li>
-<li><p><strong>agent_name</strong> – The name of the agent.</p></li>
-<li><p><strong>initial_session_file</strong> – File that contains initial session state that is
-needed by all the evals in the eval dataset.</p></li>
-<li><p><strong>print_detailed_results</strong> – Whether to print detailed results for each metric
-evaluation.</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.evaluation.AgentEvaluator.evaluate_eval_set">
-<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span><span class="k"><span class="pre">static</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluate_eval_set</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">agent_module</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">eval_set</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">criteria</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">eval_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_runs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">agent_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">print_detailed_results</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.evaluation.AgentEvaluator.evaluate_eval_set" title="Link to this definition">¶</a></dt>
-<dd><p>Evaluates an agent using the given EvalSet.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>agent_module</strong> – The path to python module that contains the definition of
-the agent. There is convention in place here, where the code is going to
-look for ‘root_agent’ or <cite>get_agent_async</cite> in the loaded module.</p></li>
-<li><p><strong>eval_set</strong> – The eval set.</p></li>
-<li><p><strong>criteria</strong> – Evaluation criteria, a dictionary of metric names to their
-respective thresholds. This field is deprecated.</p></li>
-<li><p><strong>eval_config</strong> – The evaluation config.</p></li>
-<li><p><strong>num_runs</strong> – Number of times all entries in the eval dataset should be
-assessed.</p></li>
-<li><p><strong>agent_name</strong> – The name of the agent, if trying to evaluate something other
-than root agent. If left empty or none, then root agent is evaluated.</p></li>
-<li><p><strong>print_detailed_results</strong> – Whether to print detailed results for each metric
-evaluation.</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.evaluation.AgentEvaluator.find_config_for_test_file">
-<em class="property"><span class="k"><span class="pre">static</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">find_config_for_test_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">test_file</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.evaluation.AgentEvaluator.find_config_for_test_file" title="Link to this definition">¶</a></dt>
-<dd><p>Find the test_config.json file in the same folder as the test file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvalConfig</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.evaluation.AgentEvaluator.migrate_eval_data_to_new_schema">
-<em class="property"><span class="k"><span class="pre">static</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">migrate_eval_data_to_new_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">old_eval_data_file</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">new_eval_data_file</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_session_file</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.evaluation.AgentEvaluator.migrate_eval_data_to_new_schema" title="Link to this definition">¶</a></dt>
-<dd><p>A utility for migrating eval data to new schema backed by EvalSet.</p>
-</dd></dl>
-
-</dd></dl>
-
-</section>
-<section id="module-google.adk.events">
-<span id="google-adk-events-module"></span><h1>google.adk.events module<a class="headerlink" href="#module-google.adk.events" title="Link to this heading">¶</a></h1>
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="google.adk.events.Event">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.events.</span></span><span class="sig-name descname"><span class="pre">Event</span></span><a class="headerlink" href="#google.adk.events.Event" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">LlmResponse</span></code></p>
-<p>Represents an event in a conversation between agents and users.</p>
-<p>It is used to store the content of the conversation, as well as the actions
-taken by the agents like function calls, etc.</p>
-<p>Initializes the event.</p>
-<dl class="simple">
-<dt>Supports convenience kwargs routed to actions or node_info:</dt><dd><p>message: ContentUnion -&gt; content (alias, converted via t_content)
-state: dict -&gt; actions.state_delta
-route: value -&gt; actions.route
-node_path: str -&gt; node_info.path</p>
-</dd>
-</dl>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Event&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents an event in a conversation between agents and users.\n\nIt is used to store the content of the conversation, as well as the actions\ntaken by the agents like function calls, etc.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;modelVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelversion&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enable Affective Dialog&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;proactivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProactivityConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
@@ -17355,10 +17161,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;session_resumption&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SessionResumptionConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
@@ -17366,34 +17172,21 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;partial&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;turnComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;history_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HistoryConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turncomplete&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;finishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;context_window_compression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FinishReason&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContextWindowCompressionConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
@@ -17401,43 +17194,35 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;errorCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Errorcode&quot;</span>
+<span class="w">      </span><span class="nt">&quot;save_live_blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Save Live Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;errorMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;tool_thread_pool_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolThreadPoolConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Errormessage&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;interrupted&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interrupted&quot;</span>
+<span class="w">      </span><span class="nt">&quot;save_live_audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;deprecated&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DEPRECATED: Use save_live_blob instead. If set to True, it saves live video and audio data to session and artifact service.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Save Live Audio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;max_llm_calls&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">500</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Llm Calls&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;custom_metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
@@ -17448,12 +17233,12 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom Metadata&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;telemetry&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponseUsageMetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TelemetryConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
@@ -17461,401 +17246,171 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;liveSessionResumptionUpdate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;get_session_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerSessionResumptionUpdate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GetSessionConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;liveSessionId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Livesessionid&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;goAway&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerGoAway&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;inputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;avgLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avglogprobs&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;logprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResult&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;cacheMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CacheMetadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;citationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CitationMetadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;interactionId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interactionid&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;invocationId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Invocationid&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;author&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;actions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EventActions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;nodeInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/NodeInfo&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;longRunningToolIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;uniqueItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longrunningtoolids&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;branch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Branch&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;isolationScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Isolationscope&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;timestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timestamp&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;APIKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;apiKey&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;in&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/APIKeyIn&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;in&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;name&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;APIKey&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;APIKeyIn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ActivityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different ways of handling user activity.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;query&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;header&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;cookie&quot;</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVITY_HANDLING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_OF_ACTIVITY_INTERRUPTS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_INTERRUPTION&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;APIKeyIn&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityHandling&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The auth config sent by tool asking client to collect auth credentials and\n\nadk and client will help to fill in the response&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authScheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/APIKey&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HTTPBase&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuth2&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OpenIdConnect&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HTTPBearer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OpenIdConnectWithConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomAuthScheme&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authscheme&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: use LanguageAuto or LanguageHints instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rawAuthCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthCredential&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model will detect the language automatically. Do not use together with LanguageHints.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exchangedAuthCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthCredential&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies one or more languages in the audio. Do not use together with LanguageAuto.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;credentialKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialkey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;authScheme&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data class representing an authentication credential.\n\nTo exchange for the actual credential, please use\nCredentialExchanger.exchange_credential().\n\nExamples: API Key Auth\nAuthCredential(\n    auth_type=AuthCredentialTypes.API_KEY,\n    api_key=\&quot;1234\&quot;,\n)\n\nExample: HTTP Auth\nAuthCredential(\n    auth_type=AuthCredentialTypes.HTTP,\n    http=HttpAuth(\n        scheme=\&quot;basic\&quot;,\n        credentials=HttpCredentials(username=\&quot;user\&quot;, password=\&quot;password\&quot;),\n    ),\n)\n\nExample: OAuth2 Bearer Token in HTTP Header\nAuthCredential(\n    auth_type=AuthCredentialTypes.HTTP,\n    http=HttpAuth(\n        scheme=\&quot;bearer\&quot;,\n        credentials=HttpCredentials(token=\&quot;eyAkaknabna....\&quot;),\n    ),\n)\n\nExample: OAuth2 Auth with Authorization Code Flow\nAuthCredential(\n    auth_type=AuthCredentialTypes.OAUTH2,\n    oauth2=OAuth2Auth(\n        client_id=\&quot;1234\&quot;,\n        client_secret=\&quot;secret\&quot;,\n    ),\n)\n\nExample: OpenID Connect Auth\nAuthCredential(\n    auth_type=AuthCredentialTypes.OPEN_ID_CONNECT,\n    oauth2=OAuth2Auth(\n        client_id=\&quot;1234\&quot;,\n        client_secret=\&quot;secret\&quot;,\n        redirect_uri=\&quot;https://example.com\&quot;,\n        scopes=[\&quot;scope1\&quot;, \&quot;scope2\&quot;],\n    ),\n)\n\nExample: Auth with resource reference\nAuthCredential(\n    auth_type=AuthCredentialTypes.API_KEY,\n    resource_ref=\&quot;projects/1234/locations/us-central1/resources/resource1\&quot;,\n)&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;AutomaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures automatic detection of activity.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthCredentialTypes&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;resourceRef&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resourceref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabled&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StartSensitivity&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely speech is to be detected.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;http&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpAuth&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EndSensitivity&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely detected speech is ended.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prefixPaddingMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceAccount&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prefixpaddingms&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;oauth2&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;silenceDurationMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuth2Auth&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user&#39;s activity but this will increase the model&#39;s latency.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Silencedurationms&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;authType&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthCredential&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticActivityDetection&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthCredentialTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the type of authentication credential.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;apiKey&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;http&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;oauth2&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;openIdConnect&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;serviceAccount&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthCredentialTypes&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AvatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar to be used in the session.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;avatarName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -17863,78 +17418,69 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pre-built avatar id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avatarname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomizedAvatar&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customized avatar appearance with a reference image.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CacheMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata for context cache associated with LLM responses.\n\nThis class stores cache identification, usage tracking, and lifecycle\ninformation for a particular cache instance. It can be in two states:\n\n1. Active cache state: cache_name is set, all fields populated\n2. Fingerprint-only state: cache_name is None, only fingerprint and\n   contents_count are set for prefix matching\n\nToken counts (cached and total) are available in the LlmResponse.usage_metadata\nand should be accessed from there to avoid duplication.\n\nAttributes:\n    cache_name: The full resource name of the cached content (e.g.,\n        &#39;projects/123/locations/us-central1/cachedContents/456&#39;).\n        None when no active cache exists (fingerprint-only state).\n    expire_time: Unix timestamp when the cache expires. None when no\n        active cache exists.\n    fingerprint: Hash of cacheable contents (instruction + tools + contents).\n        Always present for prefix matching.\n    invocations_used: Number of invocations this cache has been used for.\n        None when no active cache exists.\n    contents_count: Number of contents. When active cache exists, this is\n        the count of cached contents. When no active cache exists, this is\n        the total count of contents in the request.\n    created_at: Unix timestamp when the cache was created. None when\n        no active cache exists.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;cache_name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of the cached content (None if no active cache)&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cache Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed audio.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiobitratebps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expire_time&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unix timestamp when cache expires (None if no active cache)&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expire Time&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fingerprint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hash of cacheable contents used to detect changes&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fingerprint&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;invocations_used&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobitratebps&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AvatarConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ContentCapturingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mirror of ``opentelemetry.util.genai.types.ContentCapturingMode``.\n\nDefined locally rather than imported because ``opentelemetry-util-genai``\nis an optional, in-development dependency. Values are the canonical states\nfor ``OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT``.\n\nMembers:\n  NO_CONTENT: No content captured (matches env value ``&#39;&#39;``).\n  EVENT_ONLY: Content on the emitted LogRecord only.\n  SPAN_ONLY: Content on the active span only.\n  SPAN_AND_EVENT: Content on both the LogRecord and the active span.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;NO_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EVENT_ONLY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SPAN_ONLY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SPAN_AND_EVENT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentCapturingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables context window compression -- mechanism managing model context window so it does not exceed given length.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;triggerTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">0</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -17942,54 +17488,30 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of invocations this cache has been used for (None if no active cache)&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Invocations Used&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;contents_count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of contents (cached contents when active cache exists, total contents in request when no active cache)&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">0</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents Count&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens (before running turn) that triggers context window compression mechanism.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Triggertokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;created_at&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;slidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SlidingWindow&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unix timestamp when cache was created (None if no active cache)&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Created At&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sliding window compression mechanism.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;fingerprint&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;contents_count&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CacheMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Citation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CustomizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the customized avatar to be used in the session.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -17999,22 +17521,41 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mime type of the reference image, e.g., \&quot;image/jpeg\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The data of the reference image. The dimensions of the reference\n      image should be 9:16 (portrait) with a minimum resolution of 704x1280.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagedata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomizedAvatar&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EndSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End of speech sensitivity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_LOW&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EndSensitivity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GetSessionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration of getting a session.\n\nAttributes:\n  num_recent_events: The limit of recent events to get for the session.\n    Optional: if None, the filter is not applied; if greater than 0, returns\n      at most given number of recent events; if 0, no events are returned.\n  after_timestamp: The earliest timestamp of events to get for the session.\n    Optional: if None, the filter is not applied; otherwise, returns events\n      with timestamp &gt;= the given time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;num_recent_events&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -18024,48 +17565,61 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Num Recent Events&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;after_timestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Timestamp&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetSessionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HistoryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CitationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation information when the model quotes another source.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the language of the audio should be automatically detected.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides hints to the model about possible languages present in the audio.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;citations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Citation&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -18074,43 +17628,42 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citations&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes. At least one must be specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CitationMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the `ExecutableCode`.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -18120,330 +17673,244 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ProactivityConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomAuthScheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A flexible model for custom authentication schemes.\n\nThe subclasses must define a `default` for the `type_` field, if using OAuth2\nuser consent flow, to ensure correct rehydration.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;type&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomAuthScheme&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EventActions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RealtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the actions attached to an event.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;skipSummarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;automaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticActivityDetection&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Skipsummarization&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stateDelta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statedelta&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;artifactDelta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Artifactdelta&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;transferToAgent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;activityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityHandling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transfertoagent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines what effect activity has.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;escalate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;turnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCoverage&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Escalate&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;requestedAuthConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Requestedauthconfigs&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;requestedToolConfirmations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolConfirmation&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Requestedtoolconfirmations&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;compaction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines which input is included in the user&#39;s turn.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RealtimeInputConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EventCompaction&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOfAgent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endofagent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;agentState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Agentstate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rewindBeforeInvocationId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewindbeforeinvocationid&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SessionResumptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration of session resumption mechanism.\n\nIncluded in `LiveConnectConfig.session_resumption`. If included server\nwill send `LiveServerSessionResumptionUpdate` messages.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;handle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                           </span><span class="p">{</span>
-<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                           </span><span class="p">},</span>
-<span class="w">                           </span><span class="p">{</span>
-<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                           </span><span class="p">},</span>
-<span class="w">                           </span><span class="p">{</span>
-<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                           </span><span class="p">}</span>
-<span class="w">                        </span><span class="p">]</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Handle&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;renderUiWidgets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;transparent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UiWidget&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderuiwidgets&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;setModelResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Setmodelresponse&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EventActions&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EventCompaction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The compaction of the events.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;startTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttimestamp&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtimestamp&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;compactedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transparent&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;startTimestamp&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;endTimestamp&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;compactedContent&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EventCompaction&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SessionResumptionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model-generated code executed server-side, results returned to the model.\n\nOnly generated when using the `CodeExecution` tool, in which the code will\nbe automatically executed, and a corresponding `CodeExecutionResult` will\nalso be generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -18453,84 +17920,55 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FinishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the model stopped generating tokens.\n\nIf empty, the model has not stopped generating the tokens.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;StartSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start of speech sensitivity.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FINISH_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STOP&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MAX_TOKENS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;RECITATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SPII&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UNEXPECTED_TOOL_CALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NO_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_RECITATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_OTHER&quot;</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_LOW&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FinishReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StartSensitivity&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;StreamingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streaming modes for agent execution.\n\nThis enum defines different streaming behaviors for how the agent returns\nevents as model response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;sse&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;bidi&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamingMode&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TelemetryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Per-request OpenTelemetry configuration.\n\nAttached to an invocation via ``RunConfig.telemetry``. Any field left as\n``None`` falls back to its corresponding env var (an ``OTEL_*`` var, plus the\ndefault-on ``ADK_CAPTURE_MESSAGE_CONTENT_IN_SPANS`` for legacy spans).\n``frozen=True`` lets the same config be shared safely across concurrent\ninvocations; the resolution properties read env lazily, so later\n``os.environ`` changes are still picked up.\n\nLimitations:\n  * When ``opentelemetry-instrumentation-google-genai`` is installed and\n    wraps ``google.genai.Models.generate_content``, span creation is\n    delegated to that library, which reads its own OTel env vars; per-request\n    overrides are inoperative for the inference span (but still apply to\n    ADK-owned spans).\n\nAttributes:\n  genai_semconv_stability_opt_in: Override for\n    ``OTEL_SEMCONV_STABILITY_OPT_IN``. ``&#39;experimental&#39;`` opts in to the\n    experimental GenAI semconv attributes; ``&#39;stable&#39;`` keeps the legacy path.\n    ``&#39;stable&#39;`` has no env-var equivalent (the env path infers stable from\n    the absence of ``&#39;gen_ai_latest_experimental&#39;`` in the CSV).\n  capture_message_content: Override for\n    ``OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT``. Pass a\n    :class:`ContentCapturingMode` member; the env-var path accepts the\n    matching uppercase string.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unique id of the function call. If populated, the client to execute the\n   `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;genai_semconv_stability_opt_in&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;stable&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;experimental&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -18538,47 +17976,43 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches [FunctionDeclaration.name].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Genai Semconv Stability Opt In&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;capture_message_content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentCapturingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TelemetryConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolThreadPoolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the tool thread pool executor.\n\nAttributes:\n  max_workers: Maximum number of worker threads in the pool. Defaults to 4.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;max_workers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">4</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of worker threads in the pool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">1</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Workers&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolThreadPoolConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -18588,38 +18022,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a function response. Each part may\n      have a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is\n      spoken, essentially it will parrot the input. If false, we will not produce\n      audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -18629,45 +18035,61 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47\n      language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TurnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options about which input is included in the user&#39;s turn.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TURN_COVERAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ONLY_ACTIVITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ALL_INPUT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCoverage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the FunctionResponse.response\nfield.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -18677,570 +18099,1062 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Inline media bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob.\n      Used to provide a label or filename to distinguish blobs.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">avatar_config</span> <span class="pre">(google.genai.types.AvatarConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">context_window_compression</span> <span class="pre">(google.genai.types.ContextWindowCompressionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_metadata</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_affective_dialog</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">get_session_config</span> <span class="pre">(google.adk.sessions.base_session_service.GetSessionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">history_config</span> <span class="pre">(google.genai.types.HistoryConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_audio_transcription</span> <span class="pre">(google.genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_llm_calls</span> <span class="pre">(int)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_audio_transcription</span> <span class="pre">(google.genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">proactivity</span> <span class="pre">(google.genai.types.ProactivityConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">realtime_input_config</span> <span class="pre">(google.genai.types.RealtimeInputConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_modalities</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">save_input_blobs_as_artifacts</span> <span class="pre">(bool)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">save_live_audio</span> <span class="pre">(bool)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">save_live_blob</span> <span class="pre">(bool)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">session_resumption</span> <span class="pre">(google.genai.types.SessionResumptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">speech_config</span> <span class="pre">(google.genai.types.SpeechConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">streaming_mode</span> <span class="pre">(google.adk.agents.run_config.StreamingMode)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">support_cfc</span> <span class="pre">(bool)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">telemetry</span> <span class="pre">(google.adk.telemetry.context.TelemetryConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_thread_pool_config</span> <span class="pre">(google.adk.agents.run_config.ToolThreadPoolConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">translation_config</span> <span class="pre">(google.genai.types.TranslationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_max_llm_calls</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">max_llm_calls</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.avatar_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">avatar_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.AvatarConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.avatar_config" title="Link to this definition">¶</a></dt>
+<dd><p>Avatar configuration for the live agent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.context_window_compression">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">context_window_compression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.ContextWindowCompressionConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.context_window_compression" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for context window compression. If set, this will enable context window compression for LLM input.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.custom_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[dict[str,</span> <span class="pre">Any]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.custom_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Custom metadata for the current invocation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.enable_affective_dialog">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_affective_dialog</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[bool]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.enable_affective_dialog" title="Link to this definition">¶</a></dt>
+<dd><p>If enabled, the model will detect emotions and adapt its responses accordingly.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.get_session_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_session_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[GetSessionConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.get_session_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for controlling which events are fetched when loading
+a session.</p>
+<p>When set, the Runner will pass this configuration to the session service’s
+<code class="docutils literal notranslate"><span class="pre">get_session</span></code> method, allowing the caller to limit the events returned
+(e.g. via <code class="docutils literal notranslate"><span class="pre">num_recent_events</span></code> or <code class="docutils literal notranslate"><span class="pre">after_timestamp</span></code>).  This is especially
+useful in combination with <code class="docutils literal notranslate"><span class="pre">EventsCompactionConfig</span></code> to avoid loading the
+full event history on every invocation.</p>
+<p>Example:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">google.adk.agents.run_config</span><span class="w"> </span><span class="kn">import</span> <span class="n">RunConfig</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">google.adk.sessions.base_session_service</span><span class="w"> </span><span class="kn">import</span> <span class="n">GetSessionConfig</span>
+
+<span class="n">run_config</span> <span class="o">=</span> <span class="n">RunConfig</span><span class="p">(</span>
+    <span class="n">get_session_config</span><span class="o">=</span><span class="n">GetSessionConfig</span><span class="p">(</span><span class="n">num_recent_events</span><span class="o">=</span><span class="mi">50</span><span class="p">),</span>
+<span class="p">)</span>
+</pre></div>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.history_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">history_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.HistoryConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.history_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the exchange of history between the client and the server.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.input_audio_transcription">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.AudioTranscriptionConfig]</span></em><em class="property"> <span class="pre">[Optional]</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.input_audio_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>Input transcription for live agents with audio input from user.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.max_llm_calls">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_llm_calls</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">500</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.max_llm_calls" title="Link to this definition">¶</a></dt>
+<dd><p>A limit on the total number of llm calls for a given run.</p>
+<dl class="simple">
+<dt>Valid Values:</dt><dd><ul class="simple">
+<li><p>More than 0 and less than sys.maxsize: The bound on the number of llm
+calls is enforced, if the value is set in this range.</p></li>
+<li><p>Less than or equal to 0: This allows for unbounded number of llm calls.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_max_llm_calls</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.output_audio_transcription">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.AudioTranscriptionConfig]</span></em><em class="property"> <span class="pre">[Optional]</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.output_audio_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>Output transcription for live agents with audio response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.proactivity">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">proactivity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.ProactivityConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.proactivity" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the proactivity of the model. This allows the model to respond proactively to the input and to ignore irrelevant input.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.realtime_input_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">realtime_input_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.RealtimeInputConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.realtime_input_config" title="Link to this definition">¶</a></dt>
+<dd><p>Realtime input config for live agents with audio input from user.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.response_modalities">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[list[str]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.response_modalities" title="Link to this definition">¶</a></dt>
+<dd><p>The output modalities. If not set, it’s default to AUDIO.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.save_live_blob">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">save_live_blob</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.save_live_blob" title="Link to this definition">¶</a></dt>
+<dd><p>Saves live video and audio data to session and artifact service.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.session_resumption">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">session_resumption</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.SessionResumptionConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.session_resumption" title="Link to this definition">¶</a></dt>
+<dd><p>Configures session resumption mechanism. Only support transparent session resumption mode now.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.speech_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.SpeechConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.speech_config" title="Link to this definition">¶</a></dt>
+<dd><p>Speech configuration for the live agent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.streaming_mode">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">streaming_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">StreamingMode</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">StreamingMode.NONE</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.streaming_mode" title="Link to this definition">¶</a></dt>
+<dd><p>Streaming mode, None or StreamingMode.SSE or StreamingMode.BIDI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.support_cfc">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">support_cfc</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.support_cfc" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to support CFC (Compositional Function Calling). Only applicable for
+StreamingMode.SSE. If it’s true. the LIVE API will be invoked. Since only LIVE
+API supports CFC</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>This feature is <strong>experimental</strong> and its API or behavior may change
+in future releases.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.telemetry">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">telemetry</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">TelemetryConfig</span> <span class="pre">|</span> <span class="pre">None</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.telemetry" title="Link to this definition">¶</a></dt>
+<dd><p>Per-request OpenTelemetry configuration.</p>
+<p>Overrides the process-global telemetry env vars for the duration of this
+invocation. Each <code class="docutils literal notranslate"><span class="pre">None</span></code> field on the
+<a class="reference internal" href="#google.adk.telemetry.TelemetryConfig" title="google.adk.telemetry.TelemetryConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">TelemetryConfig</span></code></a> falls back to its
+corresponding env var. Lets multi-tenant hosts toggle telemetry knobs per
+request without leaking configuration across concurrent invocations.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>Experimental; API may change.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.tool_thread_pool_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_thread_pool_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[ToolThreadPoolConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.tool_thread_pool_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for running tools in a thread pool for live mode.</p>
+<p>When set, tool executions will run in a separate thread pool executor
+instead of the main event loop. When None (default), tools run in the
+main event loop.</p>
+<p>This helps keep the event loop responsive for:
+- User interruptions to be processed immediately
+- Model responses to continue being received</p>
+<p>Both sync and async tools are supported. Async tools are run in a new event
+loop within the background thread, which helps catch blocking I/O mistakenly
+used inside async functions.</p>
+<p>IMPORTANT - GIL (Global Interpreter Lock) Considerations:</p>
+<p>Thread pool HELPS with (GIL is released):
+- Blocking I/O: time.sleep(), network calls, file I/O, database queries
+- C extensions: numpy, hashlib, image processing libraries
+- Async functions containing blocking I/O (common user mistake)</p>
+<p>Thread pool does NOT help with (GIL is held):
+- Pure Python CPU-bound code: loops, calculations, recursive algorithms
+- The GIL prevents true parallel execution for Python bytecode</p>
+<p>For CPU-intensive Python code, consider alternatives:
+- Use C extensions that release the GIL
+- Break work into chunks with periodic <cite>await asyncio.sleep(0)</cite>
+- Use multiprocessing (ProcessPoolExecutor) for true parallelism</p>
+<p class="rubric">Example</p>
+<p><a href="#id60"><span class="problematic" id="id61">``</span></a><a href="#id62"><span class="problematic" id="id63">`</span></a>python
+from google.adk.agents.run_config import RunConfig, ToolThreadPoolConfig</p>
+<p># Enable thread pool with default settings
+run_config = RunConfig(</p>
+<blockquote>
+<div><p>tool_thread_pool_config=ToolThreadPoolConfig(),</p>
+</div></blockquote>
+<p>)</p>
+<p># Enable thread pool with custom max_workers
+run_config = RunConfig(</p>
+<blockquote>
+<div><p>tool_thread_pool_config=ToolThreadPoolConfig(max_workers=8),</p>
+</div></blockquote>
+<section id="id64">
+<h2>)<a class="headerlink" href="#id64" title="Link to this heading">¶</a></h2>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</section>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.translation_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">translation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[types.TranslationConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.translation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configures real-time speech-to-speech translation.</p>
+<p>Only supported by translation models such as
+<cite>gemini-3.5-live-translate-preview</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_for_deprecated_save_live_audio</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method pydantic_validator">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.check_for_deprecated_save_live_audio">
+<em class="property"><span class="pre">validator</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">check_for_deprecated_save_live_audio</span></span><em class="autodoc_pydantic_validator_arrow property">&#160; <span class="pre">»</span>&#160; </em><em class="xref py py-obj"><span class="pre">all</span> <span class="pre">fields</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.check_for_deprecated_save_live_audio" title="Link to this definition">¶</a></dt>
+<dd><p>If save_live_audio is passed, use it to set save_live_blob.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method pydantic_validator">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.validate_max_llm_calls">
+<em class="property"><span class="pre">validator</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validate_max_llm_calls</span></span><em class="autodoc_pydantic_validator_arrow property">&#160; <span class="pre">»</span>&#160; </em><em class="xref py py-obj"><span class="pre">max_llm_calls</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.validate_max_llm_calls" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.save_input_blobs_as_artifacts">
+<span class="sig-name descname"><span class="pre">save_input_blobs_as_artifacts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.save_input_blobs_as_artifacts" title="Link to this definition">¶</a></dt>
+<dd><p>Read-only data descriptor used to emit a runtime deprecation warning before accessing a deprecated field.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.msg">
+<span class="sig-name descname"><span class="pre">msg</span></span><a class="headerlink" href="#google.adk.agents.RunConfig.msg" title="Link to this definition">¶</a></dt>
+<dd><p>The deprecation message to be emitted.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.wrapped_property">
+<span class="sig-name descname"><span class="pre">wrapped_property</span></span><a class="headerlink" href="#google.adk.agents.RunConfig.wrapped_property" title="Link to this definition">¶</a></dt>
+<dd><p>The property instance if the deprecated field is a computed field, or <cite>None</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.field_name">
+<span class="sig-name descname"><span class="pre">field_name</span></span><a class="headerlink" href="#google.adk.agents.RunConfig.field_name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the field being deprecated.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.agents.RunConfig.save_live_audio">
+<span class="sig-name descname"><span class="pre">save_live_audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#google.adk.agents.RunConfig.save_live_audio" title="Link to this definition">¶</a></dt>
+<dd><p>Read-only data descriptor used to emit a runtime deprecation warning before accessing a deprecated field.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="id0">
+<span class="sig-name descname"><span class="pre">msg</span></span><a class="headerlink" href="#id0" title="Link to this definition">¶</a></dt>
+<dd><p>The deprecation message to be emitted.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="id65">
+<span class="sig-name descname"><span class="pre">wrapped_property</span></span><a class="headerlink" href="#id65" title="Link to this definition">¶</a></dt>
+<dd><p>The property instance if the deprecated field is a computed field, or <cite>None</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="id66">
+<span class="sig-name descname"><span class="pre">field_name</span></span><a class="headerlink" href="#id66" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the field being deprecated.</p>
+</dd></dl>
+
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.agents.SequentialAgent">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">SequentialAgent</span></span><a class="headerlink" href="#google.adk.agents.SequentialAgent" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.agents.BaseAgent" title="google.adk.agents.base_agent.BaseAgent"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAgent</span></code></a></p>
+<p>A shell agent that runs its sub-agents in sequence.</p>
+<div class="deprecated">
+<p><span class="versionmodified deprecated">Deprecated since version SequentialAgent: </span>is deprecated and will be removed in future versions.
+Please use Workflow instead.</p>
+</div>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SequentialAgent&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A shell agent that runs its sub-agents in sequence.\n\n.. deprecated::\n  SequentialAgent is deprecated and will be removed in future versions.\n  Please use Workflow instead.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file.\n      Used to provide a label or filename to distinguish files.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`.\n\nA `FunctionResponsePart` must have a fixed IANA MIME type identifying the\ntype and subtype of the media if the `inline_data` field is filled with raw\nbytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;rerun_on_resume&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rerun On Resume&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;wait_for_output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wait For Output&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;retry_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetryConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;input_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input Schema&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;output_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output Schema&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;state_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State Schema&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;parent_agent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;sub_agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sub Agents&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;before_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Agent Callback&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;after_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Agent Callback&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;BaseAgent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Base class for all agents in Agent Development Kit.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rerun_on_resume&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rerun On Resume&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wait_for_output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wait For Output&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retry_config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetryConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. URI based data.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the content generation request and response.\n\nThis message provides a detailed breakdown of token usage and other relevant\nmetrics. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;cacheTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;input_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachetokensdetails&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the cached content that was used for this request.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input Schema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidatesTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the generated candidates.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output Schema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidatesTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;state_schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the generated candidates.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State Schema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;promptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parent_agent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sub_agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseAgent&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sub Agents&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;before_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When `cached_content` is set, this also includes the number of tokens in the cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Agent Callback&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;promptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;after_agent_callback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Agent Callback&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;name&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseAgent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RetryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for retrying a node.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;max_attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtsTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initial_delay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens that were part of the model&#39;s generated \&quot;thoughts\&quot; output, if applicable.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtstokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial Delay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolUsePromptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;max_delay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max Delay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolUsePromptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;backoff_factor&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Backoff Factor&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens for the entire request. This is the sum of `prompt_token_count`, `candidates_token_count`, `tool_use_prompt_token_count`, and `thoughts_token_count`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0. Otherwise use 0.0 to remove randomness.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;trafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exceptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TrafficType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The traffic type for this request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exceptions to retry on. Accepts exception class names as\n      strings (e.g. ``[&#39;ValueError&#39;]``) or exception classes directly (e.g.\n      ``[ValueError]``). ``None`` means retry on all exceptions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exceptions&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetryConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -19250,34 +19164,30 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -19286,27 +19196,14 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -19315,31 +19212,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -19349,256 +19225,146 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;deprecated&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">      </span><span class="s2">&quot;name&quot;</span>
+<span class="w">   </span><span class="p">]</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><p></p></dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.agents.SequentialAgent.config_type">
+<span class="sig-name descname"><span class="pre">config_type</span></span><a class="headerlink" href="#google.adk.agents.SequentialAgent.config_type" title="Link to this definition">¶</a></dt>
+<dd><p>alias of <a class="reference internal" href="#google.adk.agents.SequentialAgentConfig" title="google.adk.agents.sequential_agent_config.SequentialAgentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SequentialAgentConfig</span></code></a></p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.agents.SequentialAgentConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.agents.</span></span><span class="sig-name descname"><span class="pre">SequentialAgentConfig</span></span><a class="headerlink" href="#google.adk.agents.SequentialAgentConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.agents.BaseAgentConfig" title="google.adk.agents.base_agent_config.BaseAgentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAgentConfig</span></code></a></p>
+<p>The config for the YAML schema of a SequentialAgent.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SequentialAgentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The config for the YAML schema of a SequentialAgent.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;agent_class&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SequentialAgent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The value is used to uniquely identify the SequentialAgent class.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Agent Class&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The description of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;sub_agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AgentRefConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The sub-agents of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sub Agents&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">      </span><span class="nt">&quot;before_agent_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The before_agent_callbacks of the agent.\n\nExample:\n\n  ```\n  before_agent_callbacks:\n    - name: my_library.security_callbacks.before_agent_callback\n  ```&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Before Agent Callbacks&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;after_agent_callbacks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The after_agent_callbacks of the agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;After Agent Callbacks&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AgentRefConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The config for the reference to another agent.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;config_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -19608,23 +19374,9 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config Path&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -19634,1120 +19386,1585 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Media ID. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AgentRefConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CodeConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code reference config for a variable, a function, or a class.\n\nOnly references an object by name. YAML cannot pass constructor args; to\nuse a configured object, build it in Python and reference its FQN here.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;name&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;deprecated&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">      </span><span class="s2">&quot;name&quot;</span>
+<span class="w">   </span><span class="p">]</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">agent_class</span> <span class="pre">(str)</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.agents.SequentialAgentConfig.agent_class">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">agent_class</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SequentialAgent'</span></em><a class="headerlink" href="#google.adk.agents.SequentialAgentConfig.agent_class" title="Link to this definition">¶</a></dt>
+<dd><p>The value is used to uniquely identify the SequentialAgent class.</p>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-google.adk.apps">
+<span id="google-adk-apps-module"></span><h1>google.adk.apps module<a class="headerlink" href="#module-google.adk.apps" title="Link to this heading">¶</a></h1>
+</section>
+<section id="module-google.adk.artifacts">
+<span id="google-adk-artifacts-module"></span><h1>google.adk.artifacts module<a class="headerlink" href="#module-google.adk.artifacts" title="Link to this heading">¶</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.artifacts.</span></span><span class="sig-name descname"><span class="pre">BaseArtifactService</span></span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>Abstract base class for artifact services.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.delete_artifact">
+<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">delete_artifact</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.delete_artifact" title="Link to this definition">¶</a></dt>
+<dd><p>Deletes an artifact.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The name of the application.</p></li>
+<li><p><strong>user_id</strong> – The ID of the user.</p></li>
+<li><p><strong>filename</strong> – The name of the artifact file.</p></li>
+<li><p><strong>session_id</strong> – The ID of the session. If <cite>None</cite>, delete the user-scoped
+artifact.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.get_artifact_version">
+<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_artifact_version</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.get_artifact_version" title="Link to this definition">¶</a></dt>
+<dd><p>Gets the metadata for a specific version of an artifact.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">ArtifactVersion</span></code>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The name of the application.</p></li>
+<li><p><strong>user_id</strong> – The ID of the user.</p></li>
+<li><p><strong>filename</strong> – The name of the artifact file.</p></li>
+<li><p><strong>session_id</strong> – The ID of the session. If <cite>None</cite>, the artifact will be fetched
+from the user-scoped artifacts. Otherwise, it will be fetched from the
+specified session.</p></li>
+<li><p><strong>version</strong> – The version number of the artifact to retrieve. If <cite>None</cite>, the
+latest version will be returned.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>An ArtifactVersion object containing the metadata of the specified
+artifact version, or <cite>None</cite> if the artifact version is not found.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.list_artifact_keys">
+<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">list_artifact_keys</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.list_artifact_keys" title="Link to this definition">¶</a></dt>
+<dd><p>Lists all the artifact filenames within a session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The name of the application.</p></li>
+<li><p><strong>user_id</strong> – The ID of the user.</p></li>
+<li><p><strong>session_id</strong> – The ID of the session.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A list of artifact filenames. If <cite>session_id</cite> is provided, returns
+both session-scoped and user-scoped artifact filenames. If <cite>session_id</cite>
+is <cite>None</cite>, returns
+user-scoped artifact filenames.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.list_artifact_versions">
+<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">list_artifact_versions</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.list_artifact_versions" title="Link to this definition">¶</a></dt>
+<dd><p>Lists all versions and their metadata for a specific artifact.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">ArtifactVersion</span></code>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The name of the application.</p></li>
+<li><p><strong>user_id</strong> – The ID of the user.</p></li>
+<li><p><strong>filename</strong> – The name of the artifact file.</p></li>
+<li><p><strong>session_id</strong> – The ID of the session. If <cite>None</cite>, lists versions of the
+user-scoped artifact. Otherwise, lists versions of the artifact within
+the specified session.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A list of ArtifactVersion objects, each representing a version of the
+artifact and its associated metadata.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.list_versions">
+<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">list_versions</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.list_versions" title="Link to this definition">¶</a></dt>
+<dd><p>Lists all versions of an artifact.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The name of the application.</p></li>
+<li><p><strong>user_id</strong> – The ID of the user.</p></li>
+<li><p><strong>filename</strong> – The name of the artifact file.</p></li>
+<li><p><strong>session_id</strong> – The ID of the session. If <cite>None</cite>, only list the user-scoped
+artifacts versions.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A list of all available versions of the artifact.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.load_artifact">
+<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">load_artifact</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.load_artifact" title="Link to this definition">¶</a></dt>
+<dd><p>Gets an artifact from the artifact service storage.</p>
+<p>The artifact is a file identified by the app name, user ID, session ID, and
+filename.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The app name.</p></li>
+<li><p><strong>user_id</strong> – The user ID.</p></li>
+<li><p><strong>filename</strong> – The filename of the artifact.</p></li>
+<li><p><strong>session_id</strong> – The session ID. If <cite>None</cite>, load the user-scoped artifact.</p></li>
+<li><p><strong>version</strong> – The version of the artifact. If None, the latest version will be
+returned.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The artifact or None if not found.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.artifacts.BaseArtifactService.save_artifact">
+<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">save_artifact</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">artifact</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">custom_metadata</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.artifacts.BaseArtifactService.save_artifact" title="Link to this definition">¶</a></dt>
+<dd><p>Saves an artifact to the artifact service storage.</p>
+<p>The artifact is a file identified by the app name, user ID, session ID, and
+filename. After saving the artifact, a revision ID is returned to identify
+the artifact version.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The app name.</p></li>
+<li><p><strong>user_id</strong> – The user ID.</p></li>
+<li><p><strong>filename</strong> – The filename of the artifact.</p></li>
+<li><p><strong>artifact</strong> – The artifact to save. Accepts a <code class="docutils literal notranslate"><span class="pre">types.Part</span></code> instance or a
+plain dictionary (camelCase or snake_case keys) which will be
+normalized via <code class="docutils literal notranslate"><span class="pre">ensure_part</span></code>. If the artifact consists of
+<code class="docutils literal notranslate"><span class="pre">file_data</span></code>, the artifact service assumes its content has been
+uploaded separately, and this method will associate the <code class="docutils literal notranslate"><span class="pre">file_data</span></code>
+with the artifact if necessary.</p></li>
+<li><p><strong>session_id</strong> – The session ID. If <cite>None</cite>, the artifact is user-scoped.</p></li>
+<li><p><strong>custom_metadata</strong> – custom metadata to associate with the artifact.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The revision ID. The first version of the artifact has a revision ID of 0.
+This is incremented by 1 after each successful save.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-google.adk.auth">
+<span id="google-adk-auth-module"></span><h1>google.adk.auth module<a class="headerlink" href="#module-google.adk.auth" title="Link to this heading">¶</a></h1>
+</section>
+<section id="google-adk-code-executors-module">
+<h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code-executors-module" title="Link to this heading">¶</a></h1>
+<dl class="py class pydantic_model" id="module-google.adk.code_executors">
+<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.code_executors.</span></span><span class="sig-name descname"><span class="pre">BaseCodeExecutor</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Abstract base class for all code executors.</p>
+<p>The code executor allows the agent to execute code blocks from model responses
+and incorporate the execution results into the final response.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.optimize_data_file">
+<span class="sig-name descname"><span class="pre">optimize_data_file</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.optimize_data_file" title="Link to this definition">¶</a></dt>
+<dd><p>If true, extract and process data files from the model
+request and attach them to the code executor. Supported data file
+MimeTypes are [text/csv]. Default to False.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.stateful">
+<span class="sig-name descname"><span class="pre">stateful</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.stateful" title="Link to this definition">¶</a></dt>
+<dd><p>Whether the code executor is stateful. Default to False.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.error_retry_attempts">
+<span class="sig-name descname"><span class="pre">error_retry_attempts</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.error_retry_attempts" title="Link to this definition">¶</a></dt>
+<dd><p>The number of attempts to retry on consecutive code
+execution errors. Default to 2.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.code_block_delimiters">
+<span class="sig-name descname"><span class="pre">code_block_delimiters</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.code_block_delimiters" title="Link to this definition">¶</a></dt>
+<dd><p>The list of the enclosing delimiters to identify the
+code blocks.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.execution_result_delimiters">
+<span class="sig-name descname"><span class="pre">execution_result_delimiters</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.execution_result_delimiters" title="Link to this definition">¶</a></dt>
+<dd><p>The delimiters to format the code execution
+result.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.timeout_seconds">
+<span class="sig-name descname"><span class="pre">timeout_seconds</span></span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.timeout_seconds" title="Link to this definition">¶</a></dt>
+<dd><p>The fallback timeout in seconds for the code execution.</p>
+</dd></dl>
+
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseCodeExecutor&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Abstract base class for all code executors.\n\nThe code executor allows the agent to execute code blocks from model responses\nand incorporate the execution results into the final response.\n\nAttributes:\n  optimize_data_file: If true, extract and process data files from the model\n    request and attach them to the code executor. Supported data file\n    MimeTypes are [text/csv]. Default to False.\n  stateful: Whether the code executor is stateful. Default to False.\n  error_retry_attempts: The number of attempts to retry on consecutive code\n    execution errors. Default to 2.\n  code_block_delimiters: The list of the enclosing delimiters to identify the\n    code blocks.\n  execution_result_delimiters: The delimiters to format the code execution\n    result.\n  timeout_seconds: The fallback timeout in seconds for the code execution.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;optimize_data_file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optimize Data File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;stateful&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stateful&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;error_retry_attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Error Retry Attempts&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;code_block_delimiters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">[</span>
+<span class="w">               </span><span class="s2">&quot;```tool_code\n&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="s2">&quot;\n```&quot;</span>
+<span class="w">            </span><span class="p">],</span>
+<span class="w">            </span><span class="p">[</span>
+<span class="w">               </span><span class="s2">&quot;```python\n&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="s2">&quot;\n```&quot;</span>
+<span class="w">            </span><span class="p">]</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;prefixItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">               </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">}</span>
+<span class="w">            </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code Block Delimiters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">      </span><span class="nt">&quot;execution_result_delimiters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;```tool_output\n&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;\n```&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;prefixItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Execution Result Delimiters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
+<span class="w">      </span><span class="nt">&quot;timeout_seconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HTTPBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;http&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scheme&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;scheme&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTPBase&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HTTPBearer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;http&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;bearer&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;bearer&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scheme&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;bearerFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bearerformat&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTPBearer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout Seconds&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">}</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">code_block_delimiters</span> <span class="pre">(List[tuple[str,</span> <span class="pre">str]])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">error_retry_attempts</span> <span class="pre">(int)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">execution_result_delimiters</span> <span class="pre">(tuple[str,</span> <span class="pre">str])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">optimize_data_file</span> <span class="pre">(bool)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">stateful</span> <span class="pre">(bool)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">timeout_seconds</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id67">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code_block_delimiters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">List[tuple[str,</span> <span class="pre">str]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">[('```tool_code\n',</span> <span class="pre">'\n```'),</span> <span class="pre">('```python\n',</span> <span class="pre">'\n```')]</span></em><a class="headerlink" href="#id67" title="Link to this definition">¶</a></dt>
+<dd><p>The list of the enclosing delimiters to identify the code blocks.</p>
+<p>For example, the delimiter (’<code class="docutils literal notranslate"><span class="pre">`python\n',</span> <span class="pre">'\n`</span></code>’) can be
+used to identify code blocks with the following format:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>```python
+print(&quot;hello&quot;)
+```
+</pre></div>
+</div>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id68">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error_retry_attempts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">2</span></em><a class="headerlink" href="#id68" title="Link to this definition">¶</a></dt>
+<dd><p>The number of attempts to retry on consecutive code execution errors. Default to 2.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id69">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">execution_result_delimiters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">tuple[str,</span> <span class="pre">str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">('```tool_output\n',</span> <span class="pre">'\n```')</span></em><a class="headerlink" href="#id69" title="Link to this definition">¶</a></dt>
+<dd><p>The delimiters to format the code execution result.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id70">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">optimize_data_file</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#id70" title="Link to this definition">¶</a></dt>
+<dd><p>If true, extract and process data files from the model request
+and attach them to the code executor.</p>
+<p>Supported data file MimeTypes are [text/csv].
+Default to False.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id71">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">stateful</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#id71" title="Link to this definition">¶</a></dt>
+<dd><p>Whether the code executor is stateful. Default to False.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id72">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">timeout_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[int]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id72" title="Link to this definition">¶</a></dt>
+<dd><p>The timeout in seconds for the code execution.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.BaseCodeExecutor.execute_code">
+<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">execute_code</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_context</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">code_execution_input</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.BaseCodeExecutor.execute_code" title="Link to this definition">¶</a></dt>
+<dd><p>Executes code and return the code execution result.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">CodeExecutionResult</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>invocation_context</strong> – The invocation context of the code execution.</p></li>
+<li><p><strong>code_execution_input</strong> – The code execution input.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The code execution result.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.code_executors.BuiltInCodeExecutor">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.code_executors.</span></span><span class="sig-name descname"><span class="pre">BuiltInCodeExecutor</span></span><a class="headerlink" href="#google.adk.code_executors.BuiltInCodeExecutor" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.code_executors.BaseCodeExecutor" title="google.adk.code_executors.base_code_executor.BaseCodeExecutor"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseCodeExecutor</span></code></a></p>
+<p>A code executor that uses the Model’s built-in code executor.</p>
+<p>Currently only supports Gemini 2.0+ models, but will be expanded to
+other models.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BuiltInCodeExecutor&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A code executor that uses the Model&#39;s built-in code executor.\n\nCurrently only supports Gemini 2.0+ models, but will be expanded to\nother models.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;optimize_data_file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optimize Data File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The credentials and metadata for HTTP authentication.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;scheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scheme&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;credentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpCredentials&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;additionalHeaders&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalheaders&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;scheme&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;credentials&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpAuth&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;stateful&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stateful&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpCredentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the secret token value for HTTP authentication, like user name, password, oauth token, etc.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;username&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Username&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;password&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Password&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpCredentials&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;error_retry_attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Error Retry Attempts&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">      </span><span class="nt">&quot;code_block_delimiters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">[</span>
+<span class="w">               </span><span class="s2">&quot;```tool_code\n&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="s2">&quot;\n```&quot;</span>
+<span class="w">            </span><span class="p">],</span>
+<span class="w">            </span><span class="p">[</span>
+<span class="w">               </span><span class="s2">&quot;```python\n&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="s2">&quot;\n```&quot;</span>
+<span class="w">            </span><span class="p">]</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveServerGoAway&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server will not be able to service client soon.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;timeLeft&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeleft&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerGoAway&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveServerSessionResumptionUpdate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Update of the session resumption state.\n\nOnly sent if `session_resumption` was set in the connection config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;newHandle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;New handle that represents state that can be resumed. Empty if `resumable`=false.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Newhandle&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;resumable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resumable&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;lastConsumedClientMessageIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResmumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames arelikely not needed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastconsumedclientmessageindex&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;prefixItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">               </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">}</span>
+<span class="w">            </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerSessionResumptionUpdate&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code Block Delimiters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;chosenCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in `top_candidates`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chosencandidates&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultTopCandidates&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topcandidates&quot;</span>
+<span class="w">      </span><span class="nt">&quot;execution_result_delimiters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;```tool_output\n&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;\n```&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;prefixItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logProbabilitySum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum of log probabilities for all tokens. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobabilitysum&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Execution Result Delimiters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
+<span class="w">      </span><span class="nt">&quot;timeout_seconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout Seconds&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">}</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><p></p></dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.BuiltInCodeExecutor.execute_code">
+<span class="sig-name descname"><span class="pre">execute_code</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_context</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">code_execution_input</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.BuiltInCodeExecutor.execute_code" title="Link to this definition">¶</a></dt>
+<dd><p>Executes code and return the code execution result.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">CodeExecutionResult</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>invocation_context</strong> – The invocation context of the code execution.</p></li>
+<li><p><strong>code_execution_input</strong> – The code execution input.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The code execution result.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.BuiltInCodeExecutor.process_llm_request">
+<span class="sig-name descname"><span class="pre">process_llm_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">llm_request</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.BuiltInCodeExecutor.process_llm_request" title="Link to this definition">¶</a></dt>
+<dd><p>Pre-process the LLM request for Gemini 2.0+ models to use the code execution tool.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.code_executors.</span></span><span class="sig-name descname"><span class="pre">CodeExecutorContext</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session_state</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>The persistent context used to configure the code executor.</p>
+<p>Initializes the code executor context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>session_state</strong> – The session state to get the code executor context from.</p>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.add_input_files">
+<span class="sig-name descname"><span class="pre">add_input_files</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_files</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.add_input_files" title="Link to this definition">¶</a></dt>
+<dd><p>Adds the input files to the code executor context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>input_files</strong> – The input files to add to the code executor context.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.add_processed_file_names">
+<span class="sig-name descname"><span class="pre">add_processed_file_names</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">file_names</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.add_processed_file_names" title="Link to this definition">¶</a></dt>
+<dd><p>Adds the processed file name to the session state.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>file_names</strong> – The processed file names to add to the session state.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.clear_input_files">
+<span class="sig-name descname"><span class="pre">clear_input_files</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.clear_input_files" title="Link to this definition">¶</a></dt>
+<dd><p>Removes the input files and processed file names to the code executor context.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.get_error_count">
+<span class="sig-name descname"><span class="pre">get_error_count</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.get_error_count" title="Link to this definition">¶</a></dt>
+<dd><p>Gets the error count from the session state.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>invocation_id</strong> – The invocation ID to get the error count for.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The error count for the given invocation ID.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.get_execution_id">
+<span class="sig-name descname"><span class="pre">get_execution_id</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.get_execution_id" title="Link to this definition">¶</a></dt>
+<dd><p>Gets the session ID for the code executor.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>The session ID for the code executor context.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.get_input_files">
+<span class="sig-name descname"><span class="pre">get_input_files</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.get_input_files" title="Link to this definition">¶</a></dt>
+<dd><p>Gets the code executor input file names from the session state.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code>]</span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A list of input files in the code executor context.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.get_processed_file_names">
+<span class="sig-name descname"><span class="pre">get_processed_file_names</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.get_processed_file_names" title="Link to this definition">¶</a></dt>
+<dd><p>Gets the processed file names from the session state.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A list of processed file names in the code executor context.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.get_state_delta">
+<span class="sig-name descname"><span class="pre">get_state_delta</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.get_state_delta" title="Link to this definition">¶</a></dt>
+<dd><p>Gets the state delta to update in the persistent session state.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>The state delta to update in the persistent session state.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.increment_error_count">
+<span class="sig-name descname"><span class="pre">increment_error_count</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.increment_error_count" title="Link to this definition">¶</a></dt>
+<dd><p>Increments the error count from the session state.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>invocation_id</strong> – The invocation ID to increment the error count for.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.reset_error_count">
+<span class="sig-name descname"><span class="pre">reset_error_count</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.reset_error_count" title="Link to this definition">¶</a></dt>
+<dd><p>Resets the error count from the session state.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>invocation_id</strong> – The invocation ID to reset the error count for.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.set_execution_id">
+<span class="sig-name descname"><span class="pre">set_execution_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.set_execution_id" title="Link to this definition">¶</a></dt>
+<dd><p>Sets the session ID for the code executor.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>session_id</strong> – The session ID for the code executor.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.CodeExecutorContext.update_code_execution_result">
+<span class="sig-name descname"><span class="pre">update_code_execution_result</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">code</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">result_stdout</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">result_stderr</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.CodeExecutorContext.update_code_execution_result" title="Link to this definition">¶</a></dt>
+<dd><p>Updates the code execution result.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>invocation_id</strong> – The invocation ID to update the code execution result for.</p></li>
+<li><p><strong>code</strong> – The code to execute.</p></li>
+<li><p><strong>result_stdout</strong> – The standard output of the code execution.</p></li>
+<li><p><strong>result_stderr</strong> – The standard error of the code execution.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.code_executors.UnsafeLocalCodeExecutor">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.code_executors.</span></span><span class="sig-name descname"><span class="pre">UnsafeLocalCodeExecutor</span></span><a class="headerlink" href="#google.adk.code_executors.UnsafeLocalCodeExecutor" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.code_executors.BaseCodeExecutor" title="google.adk.code_executors.base_code_executor.BaseCodeExecutor"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseCodeExecutor</span></code></a></p>
+<p>A code executor that unsafely execute code in the current local context.</p>
+<p>Initializes the UnsafeLocalCodeExecutor.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UnsafeLocalCodeExecutor&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A code executor that unsafely execute code in the current local context.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;optimize_data_file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optimize Data File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents token counting info for a single modality.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality associated with this token count.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;stateful&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stateful&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;error_retry_attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Error Retry Attempts&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;code_block_delimiters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">[</span>
+<span class="w">               </span><span class="s2">&quot;```tool_code\n&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="s2">&quot;\n```&quot;</span>
+<span class="w">            </span><span class="p">],</span>
+<span class="w">            </span><span class="p">[</span>
+<span class="w">               </span><span class="s2">&quot;```python\n&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="s2">&quot;\n```&quot;</span>
+<span class="w">            </span><span class="p">]</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;prefixItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">               </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">}</span>
+<span class="w">            </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code Block Delimiters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;NodeInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Workflow node metadata attached to an Event.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;path&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Path&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;execution_result_delimiters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;```tool_output\n&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;\n```&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;prefixItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;outputFor&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputfor&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;messageAsOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Messageasoutput&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NodeInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Execution Result Delimiters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuth2&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;oauth2&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">      </span><span class="nt">&quot;timeout_seconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flows&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlows&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;flows&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuth2&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuth2Auth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents credential value and its metadata for a OAuth2 credential.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;clientId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientid&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;clientSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientsecret&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nonce&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nonce&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;redirectUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Redirecturi&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authResponseUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authresponseuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authcode&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;refreshToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshtoken&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expiresAt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiresat&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout Seconds&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">}</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">optimize_data_file</span> <span class="pre">(bool)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">stateful</span> <span class="pre">(bool)</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.code_executors.UnsafeLocalCodeExecutor.optimize_data_file">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">optimize_data_file</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#google.adk.code_executors.UnsafeLocalCodeExecutor.optimize_data_file" title="Link to this definition">¶</a></dt>
+<dd><p>If true, extract and process data files from the model request
+and attach them to the code executor.</p>
+<p>Supported data file MimeTypes are [text/csv].
+Default to False.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.code_executors.UnsafeLocalCodeExecutor.stateful">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">stateful</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#google.adk.code_executors.UnsafeLocalCodeExecutor.stateful" title="Link to this definition">¶</a></dt>
+<dd><p>Whether the code executor is stateful. Default to False.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.code_executors.UnsafeLocalCodeExecutor.execute_code">
+<span class="sig-name descname"><span class="pre">execute_code</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_context</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">code_execution_input</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.code_executors.UnsafeLocalCodeExecutor.execute_code" title="Link to this definition">¶</a></dt>
+<dd><p>Executes code and return the code execution result.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">CodeExecutionResult</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>invocation_context</strong> – The invocation context of the code execution.</p></li>
+<li><p><strong>code_execution_input</strong> – The code execution input.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The code execution result.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-google.adk.environment">
+<span id="google-adk-environment-module"></span><h1>google.adk.environment module<a class="headerlink" href="#module-google.adk.environment" title="Link to this heading">¶</a></h1>
+<p>Agent environments.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.environment.</span></span><span class="sig-name descname"><span class="pre">BaseEnvironment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.BaseEnvironment" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>Abstract base class for code execution environments.</p>
+<p>An environment provides the ability to execute shell commands,
+read files, and write files within a working directory.  Concrete
+implementations include local subprocess execution, sandboxed
+execution, container environments, and cloud-hosted environments.</p>
+<dl class="simple">
+<dt>Lifecycle:</dt><dd><ol class="arabic simple">
+<li><p>Construct the environment (<code class="docutils literal notranslate"><span class="pre">__init__</span></code>).</p></li>
+<li><p>Call <code class="docutils literal notranslate"><span class="pre">initialize()</span></code> before first use.</p></li>
+<li><p>Use <code class="docutils literal notranslate"><span class="pre">execute</span></code>, <code class="docutils literal notranslate"><span class="pre">read_file</span></code>, <code class="docutils literal notranslate"><span class="pre">write_file</span></code>.</p></li>
+<li><p>Call <code class="docutils literal notranslate"><span class="pre">close()</span></code> when done.</p></li>
+</ol>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment.close">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.BaseEnvironment.close" title="Link to this definition">¶</a></dt>
+<dd><p>Release resources held by the environment.</p>
+<p>Called when the environment is no longer needed. The default
+implementation is a no-op. Sub-classes should ensure this method is
+idempotent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment.execute">
+<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">execute</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">command</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.BaseEnvironment.execute" title="Link to this definition">¶</a></dt>
+<dd><p>Execute a shell command in the working directory.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.environment.ExecutionResult" title="google.adk.environment._base_environment.ExecutionResult"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExecutionResult</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>command</strong> – The shell command string to execute.</p></li>
+<li><p><strong>timeout</strong> – Maximum execution time in seconds.  <code class="docutils literal notranslate"><span class="pre">None</span></code> means
+no limit.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>An <code class="docutils literal notranslate"><span class="pre">ExecutionResult</span></code> with exit code, stdout, stderr, and
+timeout status.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment.initialize">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initialize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.BaseEnvironment.initialize" title="Link to this definition">¶</a></dt>
+<dd><p>Initialize the environment (e.g. create working directory).</p>
+<p>Called before first use. The default implementation is a
+no-op. Sub-classes should ensure this method is idempotent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment.is_initialized">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">is_initialized</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#google.adk.environment.BaseEnvironment.is_initialized" title="Link to this definition">¶</a></dt>
+<dd><p>Whether the environment has been initialized.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment.read_file">
+<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">read_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.BaseEnvironment.read_file" title="Link to this definition">¶</a></dt>
+<dd><p>Read a file from the environment filesystem.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>path</strong> – Absolute or working-dir-relative path to the file.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The raw file contents as bytes.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>FileNotFoundError</strong> – If the file does not exist.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment.working_dir">
+<em class="property"><span class="k"><span class="pre">abstract</span></span><span class="w"> </span><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">working_dir</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Path</span></em><a class="headerlink" href="#google.adk.environment.BaseEnvironment.working_dir" title="Link to this definition">¶</a></dt>
+<dd><p>The absolute path to the environment’s working directory.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.environment.BaseEnvironment.write_file">
+<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">write_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">content</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.BaseEnvironment.write_file" title="Link to this definition">¶</a></dt>
+<dd><p>Write content to a file in the environment’s filesystem.</p>
+<p>Parent directories are created automatically if they do not
+exist.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>path</strong> – Absolute or working-dir-relative path to the file.</p></li>
+<li><p><strong>content</strong> – The string or raw bytes to write.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.environment.ExecutionResult">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.environment.</span></span><span class="sig-name descname"><span class="pre">ExecutionResult</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">exit_code</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">stdout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">stderr</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timed_out</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.ExecutionResult" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>Result of a command execution.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.environment.ExecutionResult.exit_code">
+<span class="sig-name descname"><span class="pre">exit_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">0</span></em><a class="headerlink" href="#google.adk.environment.ExecutionResult.exit_code" title="Link to this definition">¶</a></dt>
+<dd><p>The exit code of the process.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.environment.ExecutionResult.stderr">
+<span class="sig-name descname"><span class="pre">stderr</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.environment.ExecutionResult.stderr" title="Link to this definition">¶</a></dt>
+<dd><p>Standard error captured from the process.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.environment.ExecutionResult.stdout">
+<span class="sig-name descname"><span class="pre">stdout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.environment.ExecutionResult.stdout" title="Link to this definition">¶</a></dt>
+<dd><p>Standard output captured from the process.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.environment.ExecutionResult.timed_out">
+<span class="sig-name descname"><span class="pre">timed_out</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#google.adk.environment.ExecutionResult.timed_out" title="Link to this definition">¶</a></dt>
+<dd><p>Whether the execution exceeded the timeout.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.environment.</span></span><span class="sig-name descname"><span class="pre">LocalEnvironment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">working_dir</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">env_vars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.LocalEnvironment" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.environment.BaseEnvironment" title="google.adk.environment._base_environment.BaseEnvironment"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseEnvironment</span></code></a></p>
+<p>Execute commands via local <code class="docutils literal notranslate"><span class="pre">asyncio</span></code> subprocesses.</p>
+<p>When <code class="docutils literal notranslate"><span class="pre">working_dir</span></code> is not specified, a temporary directory is
+created on <code class="docutils literal notranslate"><span class="pre">initialize()</span></code> and removed on <code class="docutils literal notranslate"><span class="pre">close()</span></code>.</p>
+<p>Create a local environment.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>working_dir</strong> – Absolute path to the workspace directory.  If
+<code class="docutils literal notranslate"><span class="pre">None</span></code>, a temporary directory is created during
+<code class="docutils literal notranslate"><span class="pre">initialize()</span></code>.</p></li>
+<li><p><strong>env_vars</strong> – Extra environment variables merged into the subprocess
+environment.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment.close">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.LocalEnvironment.close" title="Link to this definition">¶</a></dt>
+<dd><p>Release resources held by the environment.</p>
+<p>Called when the environment is no longer needed. The default
+implementation is a no-op. Sub-classes should ensure this method is
+idempotent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment.execute">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">execute</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">command</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.LocalEnvironment.execute" title="Link to this definition">¶</a></dt>
+<dd><p>Execute a shell command in the working directory.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.environment.ExecutionResult" title="google.adk.environment._base_environment.ExecutionResult"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExecutionResult</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>command</strong> – The shell command string to execute.</p></li>
+<li><p><strong>timeout</strong> – Maximum execution time in seconds.  <code class="docutils literal notranslate"><span class="pre">None</span></code> means
+no limit.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>An <code class="docutils literal notranslate"><span class="pre">ExecutionResult</span></code> with exit code, stdout, stderr, and
+timeout status.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment.initialize">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initialize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.LocalEnvironment.initialize" title="Link to this definition">¶</a></dt>
+<dd><p>Initialize the environment (e.g. create working directory).</p>
+<p>Called before first use. The default implementation is a
+no-op. Sub-classes should ensure this method is idempotent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment.read_file">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">read_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.LocalEnvironment.read_file" title="Link to this definition">¶</a></dt>
+<dd><p>Read a file from the environment filesystem.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>path</strong> – Absolute or working-dir-relative path to the file.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The raw file contents as bytes.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>FileNotFoundError</strong> – If the file does not exist.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment.working_dir">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">working_dir</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Path</span></em><a class="headerlink" href="#google.adk.environment.LocalEnvironment.working_dir" title="Link to this definition">¶</a></dt>
+<dd><p>The absolute path to the environment’s working directory.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.environment.LocalEnvironment.write_file">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">write_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">content</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.environment.LocalEnvironment.write_file" title="Link to this definition">¶</a></dt>
+<dd><p>Write content to a file in the environment’s filesystem.</p>
+<p>Parent directories are created automatically if they do not
+exist.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>path</strong> – Absolute or working-dir-relative path to the file.</p></li>
+<li><p><strong>content</strong> – The string or raw bytes to write.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-google.adk.errors">
+<span id="google-adk-errors-module"></span><h1>google.adk.errors module<a class="headerlink" href="#module-google.adk.errors" title="Link to this heading">¶</a></h1>
+</section>
+<section id="module-google.adk.evaluation">
+<span id="google-adk-evaluation-module"></span><h1>google.adk.evaluation module<a class="headerlink" href="#module-google.adk.evaluation" title="Link to this heading">¶</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.evaluation.AgentEvaluator">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.evaluation.</span></span><span class="sig-name descname"><span class="pre">AgentEvaluator</span></span><a class="headerlink" href="#google.adk.evaluation.AgentEvaluator" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>An evaluator for Agents, mainly intended for helping with test cases.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.evaluation.AgentEvaluator.evaluate">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span><span class="k"><span class="pre">static</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">agent_module</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">eval_dataset_file_path_or_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_runs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">agent_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_session_file</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">print_detailed_results</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.evaluation.AgentEvaluator.evaluate" title="Link to this definition">¶</a></dt>
+<dd><p>Evaluates an Agent given eval data.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>agent_module</strong> – The path to python module that contains the definition of
+the agent. There is convention in place here, where the code is going to
+look for ‘root_agent’ or ‘get_agent_async’ in the loaded module.</p></li>
+<li><p><strong>eval_dataset_file_path_or_dir</strong> – The eval data set. This can be either a
+string representing full path to the file containing eval dataset, or a
+directory that is recursively explored for all files that have a
+<cite>.test.json</cite> suffix.</p></li>
+<li><p><strong>num_runs</strong> – Number of times all entries in the eval dataset should be
+assessed.</p></li>
+<li><p><strong>agent_name</strong> – The name of the agent.</p></li>
+<li><p><strong>initial_session_file</strong> – File that contains initial session state that is
+needed by all the evals in the eval dataset.</p></li>
+<li><p><strong>print_detailed_results</strong> – Whether to print detailed results for each metric
+evaluation.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.evaluation.AgentEvaluator.evaluate_eval_set">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span><span class="k"><span class="pre">static</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluate_eval_set</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">agent_module</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">eval_set</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">criteria</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">eval_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_runs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">agent_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">print_detailed_results</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.evaluation.AgentEvaluator.evaluate_eval_set" title="Link to this definition">¶</a></dt>
+<dd><p>Evaluates an agent using the given EvalSet.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>agent_module</strong> – The path to python module that contains the definition of
+the agent. There is convention in place here, where the code is going to
+look for ‘root_agent’ or <cite>get_agent_async</cite> in the loaded module.</p></li>
+<li><p><strong>eval_set</strong> – The eval set.</p></li>
+<li><p><strong>criteria</strong> – Evaluation criteria, a dictionary of metric names to their
+respective thresholds. This field is deprecated.</p></li>
+<li><p><strong>eval_config</strong> – The evaluation config.</p></li>
+<li><p><strong>num_runs</strong> – Number of times all entries in the eval dataset should be
+assessed.</p></li>
+<li><p><strong>agent_name</strong> – The name of the agent, if trying to evaluate something other
+than root agent. If left empty or none, then root agent is evaluated.</p></li>
+<li><p><strong>print_detailed_results</strong> – Whether to print detailed results for each metric
+evaluation.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.evaluation.AgentEvaluator.find_config_for_test_file">
+<em class="property"><span class="k"><span class="pre">static</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">find_config_for_test_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">test_file</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.evaluation.AgentEvaluator.find_config_for_test_file" title="Link to this definition">¶</a></dt>
+<dd><p>Find the test_config.json file in the same folder as the test file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvalConfig</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.evaluation.AgentEvaluator.migrate_eval_data_to_new_schema">
+<em class="property"><span class="k"><span class="pre">static</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">migrate_eval_data_to_new_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">old_eval_data_file</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">new_eval_data_file</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_session_file</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.evaluation.AgentEvaluator.migrate_eval_data_to_new_schema" title="Link to this definition">¶</a></dt>
+<dd><p>A utility for migrating eval data to new schema backed by EvalSet.</p>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-google.adk.events">
+<span id="google-adk-events-module"></span><h1>google.adk.events module<a class="headerlink" href="#module-google.adk.events" title="Link to this heading">¶</a></h1>
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.events.Event">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.events.</span></span><span class="sig-name descname"><span class="pre">Event</span></span><a class="headerlink" href="#google.adk.events.Event" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">LlmResponse</span></code></p>
+<p>Represents an event in a conversation between agents and users.</p>
+<p>It is used to store the content of the conversation, as well as the actions
+taken by the agents like function calls, etc.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Event&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents an event in a conversation between agents and users.\n\nIt is used to store the content of the conversation, as well as the actions\ntaken by the agents like function calls, etc.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;modelVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expiresIn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiresin&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelversion&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audience&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audience&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeVerifier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeverifier&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;partial&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeChallengeMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codechallengemethod&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;turnComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenEndpointAuthMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;client_secret_basic&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;client_secret_post&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;client_secret_jwt&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;private_key_jwt&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;client_secret_basic&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenendpointauthmethod&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuth2Auth&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turncomplete&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuthFlowAuthorizationCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
+<span class="w">      </span><span class="nt">&quot;turnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCompleteReason&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;finishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FinishReason&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authorizationUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authorizationurl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;errorCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenurl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Errorcode&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;errorMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;authorizationUrl&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;tokenUrl&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowAuthorizationCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Errormessage&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuthFlowClientCredentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
+<span class="w">      </span><span class="nt">&quot;interrupted&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interrupted&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenurl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponseUsageMetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;liveSessionResumptionUpdate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerSessionResumptionUpdate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;liveSessionId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;tokenUrl&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowClientCredentials&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Livesessionid&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuthFlowImplicit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
+<span class="w">      </span><span class="nt">&quot;goAway&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerGoAway&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;inputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;avgLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avglogprobs&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;logprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResult&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;cacheMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CacheMetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;citationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CitationMetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;interactionId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interactionid&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;invocationId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Invocationid&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;author&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;actions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EventActions&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;nodeInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/NodeInfo&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;longRunningToolIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;uniqueItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authorizationUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authorizationurl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longrunningtoolids&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;branch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;authorizationUrl&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowImplicit&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Branch&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuthFlowPassword&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;isolationScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Isolationscope&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;timestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timestamp&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;APIKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;apiKey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -20757,56 +20974,66 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="nt">&quot;in&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/APIKeyIn&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenurl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;tokenUrl&quot;</span>
+<span class="w">            </span><span class="s2">&quot;in&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;name&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowPassword&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;APIKey&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuthFlows&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;APIKeyIn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;query&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;header&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;cookie&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;APIKeyIn&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The auth config sent by tool asking client to collect auth credentials and\n\nadk and client will help to fill in the response&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;implicit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authScheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowImplicit&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/APIKey&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;password&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HTTPBase&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowPassword&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuth2&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OpenIdConnect&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HTTPBearer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OpenIdConnectWithConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomAuthScheme&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authscheme&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;clientCredentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rawAuthCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowClientCredentials&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthCredential&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
@@ -20814,29 +21041,18 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authorizationCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exchangedAuthCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowAuthorizationCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthCredential&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlows&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OpenIdConnect&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;openIdConnect&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;credentialKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -20846,27 +21062,23 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;openIdConnectUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Openidconnecturl&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialkey&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;openIdConnectUrl&quot;</span>
+<span class="w">            </span><span class="s2">&quot;authScheme&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenIdConnect&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OpenIdConnectWithConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AuthCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data class representing an authentication credential.\n\nTo exchange for the actual credential, please use\nCredentialExchanger.exchange_credential().\n\nExamples: API Key Auth\nAuthCredential(\n    auth_type=AuthCredentialTypes.API_KEY,\n    api_key=\&quot;1234\&quot;,\n)\n\nExample: HTTP Auth\nAuthCredential(\n    auth_type=AuthCredentialTypes.HTTP,\n    http=HttpAuth(\n        scheme=\&quot;basic\&quot;,\n        credentials=HttpCredentials(username=\&quot;user\&quot;, password=\&quot;password\&quot;),\n    ),\n)\n\nExample: OAuth2 Bearer Token in HTTP Header\nAuthCredential(\n    auth_type=AuthCredentialTypes.HTTP,\n    http=HttpAuth(\n        scheme=\&quot;bearer\&quot;,\n        credentials=HttpCredentials(token=\&quot;eyAkaknabna....\&quot;),\n    ),\n)\n\nExample: OAuth2 Auth with Authorization Code Flow\nAuthCredential(\n    auth_type=AuthCredentialTypes.OAUTH2,\n    oauth2=OAuth2Auth(\n        client_id=\&quot;1234\&quot;,\n        client_secret=\&quot;secret\&quot;,\n    ),\n)\n\nExample: OpenID Connect Auth\nAuthCredential(\n    auth_type=AuthCredentialTypes.OPEN_ID_CONNECT,\n    oauth2=OAuth2Auth(\n        client_id=\&quot;1234\&quot;,\n        client_secret=\&quot;secret\&quot;,\n        redirect_uri=\&quot;https://example.com\&quot;,\n        scopes=[\&quot;scope1\&quot;, \&quot;scope2\&quot;],\n    ),\n)\n\nExample: Auth with resource reference\nAuthCredential(\n    auth_type=AuthCredentialTypes.API_KEY,\n    resource_ref=\&quot;projects/1234/locations/us-central1/resources/resource1\&quot;,\n)&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;openIdConnect&quot;</span>
+<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthCredentialTypes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;resourceRef&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -20876,17 +21088,9 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authorization_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authorization Endpoint&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;token_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token Endpoint&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resourceref&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userinfo_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -20896,202 +21100,255 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userinfo Endpoint&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;revocation_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;http&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpAuth&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Revocation Endpoint&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;token_endpoint_auth_methods_supported&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceAccount&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token Endpoint Auth Methods Supported&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;grant_types_supported&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;oauth2&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuth2Auth&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;authType&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthCredential&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthCredentialTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the type of authentication credential.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;apiKey&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;http&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;oauth2&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;openIdConnect&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;serviceAccount&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthCredentialTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grant Types Supported&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;authorization_endpoint&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;token_endpoint&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenIdConnectWithConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CacheMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata for context cache associated with LLM responses.\n\nThis class stores cache identification, usage tracking, and lifecycle\ninformation for a particular cache instance. It can be in two states:\n\n1. Active cache state: cache_name is set, all fields populated\n2. Fingerprint-only state: cache_name is None, only fingerprint and\n   contents_count are set for prefix matching\n\nToken counts (cached and total) are available in the LlmResponse.usage_metadata\nand should be accessed from there to avoid duplication.\n\nAttributes:\n    cache_name: The full resource name of the cached content (e.g.,\n        &#39;projects/123/locations/us-central1/cachedContents/456&#39;).\n        None when no active cache exists (fingerprint-only state).\n    expire_time: Unix timestamp when the cache expires. None when no\n        active cache exists.\n    fingerprint: Hash of cacheable contents (instruction + tools + contents).\n        Always present for prefix matching.\n    invocations_used: Number of invocations this cache has been used for.\n        None when no active cache exists.\n    contents_count: Number of contents. When active cache exists, this is\n        the count of cached contents. When no active cache exists, this is\n        the total count of contents in the request.\n    created_at: Unix timestamp when the cache was created. None when\n        no active cache exists.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cache_name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of the cached content (None if no active cache)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cache Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expire_time&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unix timestamp when cache expires (None if no active cache)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expire Time&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fingerprint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hash of cacheable contents used to detect changes&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fingerprint&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;invocations_used&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">0</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of invocations this cache has been used for (None if no active cache)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Invocations Used&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;contents_count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of contents (cached contents when active cache exists, total contents in request when no active cache)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">0</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents Count&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;created_at&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unix timestamp when cache was created (None if no active cache)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Created At&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;fingerprint&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;contents_count&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CacheMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Citation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -21099,113 +21356,140 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CitationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation information when the model quotes another source.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;citations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Citation&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citations&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CitationMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">      </span><span class="nt">&quot;CustomAuthScheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A flexible model for custom authentication schemes.\n\nThe subclasses must define a `default` for the `type_` field, if using OAuth2\nuser consent flow, to ensure correct rehydration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;type&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomAuthScheme&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EventActions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the actions attached to an event.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;skipSummarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -21215,10 +21499,21 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Skipsummarization&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stateDelta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statedelta&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;artifactDelta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Artifactdelta&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;transferToAgent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -21228,175 +21523,201 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transfertoagent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;escalate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Escalate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;requestedAuthConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Requestedauthconfigs&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;requestedToolConfirmations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolConfirmation&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Requestedtoolconfirmations&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;compaction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EventCompaction&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOfAgent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endofagent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;agentState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Agentstate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rewindBeforeInvocationId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewindbeforeinvocationid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;renderUiWidgets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UiWidget&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderuiwidgets&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;setModelResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Setmodelresponse&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EventActions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EventCompaction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The compaction of the events.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttimestamp&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtimestamp&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;compactedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;startTimestamp&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;endTimestamp&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;compactedContent&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EventCompaction&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -21404,67 +21725,89 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SecuritySchemeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;apiKey&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;http&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;oauth2&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;openIdConnect&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FinishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the model stopped generating tokens.\n\nIf empty, the model has not stopped generating the tokens.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FINISH_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STOP&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAX_TOKENS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RECITATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SPII&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNEXPECTED_TOOL_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_RECITATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_OTHER&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FinishReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -21474,33 +21817,41 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ServiceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents Google Service Account configuration.\n\nAttributes:\n  service_account_credential: The service account credential (JSON key).\n  scopes: The OAuth2 scopes to request. Optional; when omitted with\n      ``use_default_credential=True``, defaults to the cloud-platform scope.\n  use_default_credential: Whether to use Application Default Credentials.\n  use_id_token: Whether to exchange for an ID token instead of an access\n      token. Required for service-to-service authentication with Cloud Run,\n      Cloud Functions, and other Google Cloud services that require identity\n      verification. When True, ``audience`` must also be set.\n  audience: The target audience for the ID token, typically the URL of the\n      receiving service (e.g. ``https://my-service-xyz.run.app``). Required\n      when ``use_id_token`` is True.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccountCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceAccountCredential&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -21509,9 +21860,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;useDefaultCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -21520,10 +21872,19 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usedefaultcredential&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;useIdToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -21532,94 +21893,38 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Useidtoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audience&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audience&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceAccount&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ServiceAccountCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents Google Service Account configuration.\n\nAttributes:\n  type: The type should be \&quot;service_account\&quot;.\n  project_id: The project ID.\n  private_key_id: The ID of the private key.\n  private_key: The private key.\n  client_email: The client email.\n  client_id: The client ID.\n  auth_uri: The authorization URI.\n  token_uri: The token URI.\n  auth_provider_x509_cert_url: URL for auth provider&#39;s X.509 cert.\n  client_x509_cert_url: URL for the client&#39;s X.509 cert.\n  universe_domain: The universe domain.\n\nExample:\n\n    config = ServiceAccountCredential(\n        type_=\&quot;service_account\&quot;,\n        project_id=\&quot;your_project_id\&quot;,\n        private_key_id=\&quot;your_private_key_id\&quot;,\n        private_key=\&quot;-----BEGIN PRIVATE KEY-----...\&quot;,\n        client_email=\&quot;...@....iam.gserviceaccount.com\&quot;,\n        client_id=\&quot;your_client_id\&quot;,\n        auth_uri=\&quot;https://accounts.google.com/o/oauth2/auth\&quot;,\n        token_uri=\&quot;https://oauth2.googleapis.com/token\&quot;,\n        auth_provider_x509_cert_url=\&quot;https://www.googleapis.com/oauth2/v1/certs\&quot;,\n        client_x509_cert_url=\&quot;https://www.googleapis.com/robot/v1/metadata/x509/...\&quot;,\n        universe_domain=\&quot;googleapis.com\&quot;\n    )\n\n\n    config = ServiceAccountConfig.model_construct(**{\n        ...service account config dict\n    })&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;projectId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Projectid&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;privateKeyId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Privatekeyid&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;privateKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Privatekey&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;clientEmail&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientemail&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;clientId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientid&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authuri&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenuri&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authProviderX509CertUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authproviderx509Certurl&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;clientX509CertUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientx509Certurl&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;universeDomain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Universedomain&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;projectId&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;privateKeyId&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;privateKey&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;clientEmail&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;clientId&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;authUri&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;tokenUri&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;authProviderX509CertUrl&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;clientX509CertUrl&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;universeDomain&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceAccountCredential&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -21630,22 +21935,23 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
@@ -21656,46 +21962,66 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolConfirmation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a tool confirmation configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;hint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hint&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;confirmed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confirmed&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;payload&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Payload&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfirmation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -21705,647 +22031,352 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Conent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UiWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rendering metadata for a UI widget associated with an event.\n\nWhen present on an Event.actions, the UI renders the widget using the\nspecified provider&#39;s renderer component.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;provider&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provider&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;payload&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Payload&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;id&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;provider&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UiWidget&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the content generation request and response.\n\nThis message provides a detailed breakdown of token usage and other relevant\nmetrics. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cacheTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachetokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the cached content that was used for this request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidatesTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the generated candidates.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidatesTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the generated candidates.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokensdetails&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;promptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When `cached_content` is set, this also includes the number of tokens in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;promptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokensdetails&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtsTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens that were part of the model&#39;s generated \&quot;thoughts\&quot; output, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtstokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolUsePromptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolUsePromptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokensdetails&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens for the entire request. This is the sum of `prompt_token_count`, `candidates_token_count`, `tool_use_prompt_token_count`, and `thoughts_token_count`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;trafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TrafficType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The traffic type for this request.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">}</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">actions</span> <span class="pre">(google.adk.events.event_actions.EventActions)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">author</span> <span class="pre">(str)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">branch</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">invocation_id</span> <span class="pre">(str)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">isolation_scope</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">long_running_tool_ids</span> <span class="pre">(set[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">node_info</span> <span class="pre">(google.adk.events.event.NodeInfo)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">timestamp</span> <span class="pre">(float)</span></code></p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.Event.actions">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">actions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">EventActions</span></em><em class="property"> <span class="pre">[Optional]</span></em><a class="headerlink" href="#google.adk.events.Event.actions" title="Link to this definition">¶</a></dt>
-<dd><p>The actions taken by the agent.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.Event.author">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">author</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.events.Event.author" title="Link to this definition">¶</a></dt>
-<dd><p>‘user’ or the name of the agent, indicating who appended the event to the
-session.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.Event.branch">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">branch</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span> <span class="pre">|</span> <span class="pre">None</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.Event.branch" title="Link to this definition">¶</a></dt>
-<dd><p>The branch of the event.</p>
-<p>The format is like agent_1.agent_2.agent_3, where agent_1 is the parent of
-agent_2, and agent_2 is the parent of agent_3.</p>
-<p>Branch is used when multiple sub-agent shouldn’t see their peer agents’
-conversation history.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.Event.id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.events.Event.id" title="Link to this definition">¶</a></dt>
-<dd><p>The unique identifier of the event.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.Event.invocation_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">invocation_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'invocationId')</span></em><a class="headerlink" href="#google.adk.events.Event.invocation_id" title="Link to this definition">¶</a></dt>
-<dd><p>The invocation ID of the event. Should be non-empty before appending to a session.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.Event.isolation_scope">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">isolation_scope</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span> <span class="pre">|</span> <span class="pre">None</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'isolationScope')</span></em><a class="headerlink" href="#google.adk.events.Event.isolation_scope" title="Link to this definition">¶</a></dt>
-<dd><p>Scope tag indicating which logical context this event belongs to.</p>
-<p>When set, the LLM content-builder restricts session events visible to
-an agent to those whose <code class="docutils literal notranslate"><span class="pre">isolation_scope</span></code> matches the agent’s own
-scope.  One usage today is the Task API: a delegated task agent is
-scoped under the originating function-call id (<code class="docutils literal notranslate"><span class="pre">&lt;fc_id&gt;</span></code>) so it
-sees only its own task’s events, isolated from the chat
-coordinator’s broader conversation.</p>
-<p>⚠️ DO NOT USE THIS FIELD DIRECTLY.  It is an internal mechanism that
-may change without notice.  External code should not read, write, or
-rely on its semantics.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.Event.long_running_tool_ids">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">long_running_tool_ids</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">set[str]</span> <span class="pre">|</span> <span class="pre">None</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'longRunningToolIds')</span></em><a class="headerlink" href="#google.adk.events.Event.long_running_tool_ids" title="Link to this definition">¶</a></dt>
-<dd><p>Set of ids of the long running function calls.
-Agent client will know from this field about which function call is long running.
-only valid for function call event</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.Event.node_info">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">node_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">NodeInfo</span></em><em class="property"> <span class="pre">[Optional]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nodeInfo')</span></em><a class="headerlink" href="#google.adk.events.Event.node_info" title="Link to this definition">¶</a></dt>
-<dd><p>Workflow node metadata (path, run_id, etc.).</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.Event.output">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Any</span> <span class="pre">|</span> <span class="pre">None</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.Event.output" title="Link to this definition">¶</a></dt>
-<dd><p>Generic data output from a workflow node.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.Event.timestamp">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">timestamp</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><em class="property"> <span class="pre">[Optional]</span></em><a class="headerlink" href="#google.adk.events.Event.timestamp" title="Link to this definition">¶</a></dt>
-<dd><p>The timestamp of the event.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.events.Event.new_id">
-<em class="property"><span class="k"><span class="pre">static</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">new_id</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.events.Event.new_id" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.events.Event.get_function_calls">
-<span class="sig-name descname"><span class="pre">get_function_calls</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.events.Event.get_function_calls" title="Link to this definition">¶</a></dt>
-<dd><p>Returns the function calls in the event.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCall</span></code>]</span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.events.Event.get_function_responses">
-<span class="sig-name descname"><span class="pre">get_function_responses</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.events.Event.get_function_responses" title="Link to this definition">¶</a></dt>
-<dd><p>Returns the function responses in the event.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponse</span></code>]</span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.events.Event.has_trailing_code_execution_result">
-<span class="sig-name descname"><span class="pre">has_trailing_code_execution_result</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.events.Event.has_trailing_code_execution_result" title="Link to this definition">¶</a></dt>
-<dd><p>Returns whether the event has a trailing code execution result.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.events.Event.is_final_response">
-<span class="sig-name descname"><span class="pre">is_final_response</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.events.Event.is_final_response" title="Link to this definition">¶</a></dt>
-<dd><p>Returns whether the event is the final response of an agent.</p>
-<p>NOTE: This method is ONLY for use by Agent Development Kit.</p>
-<p>Note that when multiple agents participate in one invocation, there could be
-one event has <cite>is_final_response()</cite> as True for each participating agent.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.events.Event.model_post_init">
-<span class="sig-name descname"><span class="pre">model_post_init</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">_Event__context</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.events.Event.model_post_init" title="Link to this definition">¶</a></dt>
-<dd><p>Post initialization logic for the event.</p>
-</dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="google.adk.events.Event.message">
-<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Content</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.Event.message" title="Link to this definition">¶</a></dt>
-<dd><p>Alias for content. Returns the user-facing message of the event.</p>
-</dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="google.adk.events.Event.node_name">
-<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">node_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#google.adk.events.Event.node_name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the node that generated the event.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="google.adk.events.EventActions">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.events.</span></span><span class="sig-name descname"><span class="pre">EventActions</span></span><a class="headerlink" href="#google.adk.events.EventActions" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Represents the actions attached to an event.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EventActions&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the actions attached to an event.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;skipSummarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Skipsummarization&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;stateDelta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statedelta&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;artifactDelta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Artifactdelta&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;transferToAgent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transfertoagent&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;escalate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Escalate&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;requestedAuthConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Requestedauthconfigs&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;requestedToolConfirmations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolConfirmation&quot;</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Requestedtoolconfirmations&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;compaction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EventCompaction&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;endOfAgent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endofagent&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;agentState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Agentstate&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;rewindBeforeInvocationId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewindbeforeinvocationid&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;renderUiWidgets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UiWidget&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderuiwidgets&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;setModelResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Setmodelresponse&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;APIKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;apiKey&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;in&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/APIKeyIn&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;in&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;name&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;APIKey&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;APIKeyIn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;query&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;header&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;cookie&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;APIKeyIn&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The auth config sent by tool asking client to collect auth credentials and\n\nadk and client will help to fill in the response&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authScheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/APIKey&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HTTPBase&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuth2&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OpenIdConnect&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HTTPBearer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OpenIdConnectWithConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomAuthScheme&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authscheme&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rawAuthCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthCredential&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exchangedAuthCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthCredential&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;credentialKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialkey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;authScheme&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data class representing an authentication credential.\n\nTo exchange for the actual credential, please use\nCredentialExchanger.exchange_credential().\n\nExamples: API Key Auth\nAuthCredential(\n    auth_type=AuthCredentialTypes.API_KEY,\n    api_key=\&quot;1234\&quot;,\n)\n\nExample: HTTP Auth\nAuthCredential(\n    auth_type=AuthCredentialTypes.HTTP,\n    http=HttpAuth(\n        scheme=\&quot;basic\&quot;,\n        credentials=HttpCredentials(username=\&quot;user\&quot;, password=\&quot;password\&quot;),\n    ),\n)\n\nExample: OAuth2 Bearer Token in HTTP Header\nAuthCredential(\n    auth_type=AuthCredentialTypes.HTTP,\n    http=HttpAuth(\n        scheme=\&quot;bearer\&quot;,\n        credentials=HttpCredentials(token=\&quot;eyAkaknabna....\&quot;),\n    ),\n)\n\nExample: OAuth2 Auth with Authorization Code Flow\nAuthCredential(\n    auth_type=AuthCredentialTypes.OAUTH2,\n    oauth2=OAuth2Auth(\n        client_id=\&quot;1234\&quot;,\n        client_secret=\&quot;secret\&quot;,\n    ),\n)\n\nExample: OpenID Connect Auth\nAuthCredential(\n    auth_type=AuthCredentialTypes.OPEN_ID_CONNECT,\n    oauth2=OAuth2Auth(\n        client_id=\&quot;1234\&quot;,\n        client_secret=\&quot;secret\&quot;,\n        redirect_uri=\&quot;https://example.com\&quot;,\n        scopes=[\&quot;scope1\&quot;, \&quot;scope2\&quot;],\n    ),\n)\n\nExample: Auth with resource reference\nAuthCredential(\n    auth_type=AuthCredentialTypes.API_KEY,\n    resource_ref=\&quot;projects/1234/locations/us-central1/resources/resource1\&quot;,\n)&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthCredentialTypes&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;resourceRef&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22355,80 +22386,71 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resourceref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;http&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpAuth&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceAccount&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;oauth2&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuth2Auth&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;authType&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthCredential&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthCredentialTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the type of authentication credential.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;apiKey&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;http&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;oauth2&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;openIdConnect&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;serviceAccount&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthCredentialTypes&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -22436,10 +22458,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22449,10 +22471,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22462,30 +22484,30 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the `ExecutableCode`.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22495,10 +22517,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22508,34 +22530,23 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22545,101 +22556,81 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomAuthScheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A flexible model for custom authentication schemes.\n\nThe subclasses must define a `default` for the `type_` field, if using OAuth2\nuser consent flow, to ensure correct rehydration.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;type&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomAuthScheme&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EventCompaction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The compaction of the events.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;startTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttimestamp&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtimestamp&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;compactedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;startTimestamp&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;endTimestamp&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;compactedContent&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EventCompaction&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model-generated code executed server-side, results returned to the model.\n\nOnly generated when using the `CodeExecution` tool, in which the code will\nbe automatically executed, and a corresponding `CodeExecutionResult` will\nalso be generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -22651,10 +22642,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22664,10 +22655,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22677,45 +22668,43 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unique id of the function call. If populated, the client to execute the\n   `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22725,88 +22714,83 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches [FunctionDeclaration.name].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a function response. Each part may\n      have a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22816,10 +22800,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22829,48 +22813,45 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the FunctionResponse.response\nfield.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -22878,10 +22859,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Inline media bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22891,18 +22872,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob.\n      Used to provide a label or filename to distinguish blobs.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22912,23 +22885,26 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22938,94 +22914,68 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file.\n      Used to provide a label or filename to distinguish files.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`.\n\nA `FunctionResponsePart` must have a fixed IANA MIME type identifying the\ntype and subtype of the media if the `inline_data` field is filled with raw\nbytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. URI based data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HTTPBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;http&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scheme&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;scheme&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTPBase&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HTTPBearer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;http&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23035,15 +22985,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;bearer&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;bearer&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scheme&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;bearerFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23053,205 +22998,119 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bearerformat&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTPBearer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The credentials and metadata for HTTP authentication.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;scheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scheme&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;credentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpCredentials&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;additionalHeaders&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalheaders&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;scheme&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;credentials&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpAuth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpCredentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the secret token value for HTTP authentication, like user name, password, oauth token, etc.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;username&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Username&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;password&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Password&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpCredentials&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuth2&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;oauth2&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flows&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlows&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;flows&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuth2&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuth2Auth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents credential value and its metadata for a OAuth2 credential.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;clientId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientid&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;clientSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientsecret&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nonce&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nonce&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;redirectUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Redirecturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authResponseUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23261,33 +23120,50 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authresponseuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authcode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;refreshToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23297,9 +23173,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshtoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23309,94 +23186,89 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expiresAt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiresat&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expiresIn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiresin&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audience&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audience&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeVerifier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeverifier&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeChallengeMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codechallengemethod&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenEndpointAuthMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;client_secret_basic&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;client_secret_post&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;client_secret_jwt&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;private_key_jwt&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;client_secret_basic&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenendpointauthmethod&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuth2Auth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuthFlowAuthorizationCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HTTPBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;http&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23406,36 +23278,27 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authorizationUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authorizationurl&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenurl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;scheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scheme&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;authorizationUrl&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;tokenUrl&quot;</span>
+<span class="w">            </span><span class="s2">&quot;scheme&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowAuthorizationCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTPBase&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuthFlowClientCredentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HTTPBearer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;http&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23445,31 +23308,15 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenurl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;scheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;bearer&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;bearer&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scheme&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;tokenUrl&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowClientCredentials&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuthFlowImplicit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;bearerFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23479,120 +23326,104 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authorizationUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authorizationurl&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bearerformat&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;authorizationUrl&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowImplicit&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTPBearer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuthFlowPassword&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The credentials and metadata for HTTP authentication.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scheme&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;credentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpCredentials&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;additionalHeaders&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenurl&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalheaders&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;tokenUrl&quot;</span>
+<span class="w">            </span><span class="s2">&quot;scheme&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;credentials&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowPassword&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpAuth&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OAuthFlows&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpCredentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the secret token value for HTTP authentication, like user name, password, oauth token, etc.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;implicit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;username&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowImplicit&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Username&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;password&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowPassword&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;clientCredentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowClientCredentials&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Password&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authorizationCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowAuthorizationCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlows&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpCredentials&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OpenIdConnect&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveServerGoAway&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server will not be able to service client soon.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;openIdConnect&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeLeft&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23602,27 +23433,18 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;openIdConnectUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Openidconnecturl&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeleft&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;openIdConnectUrl&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenIdConnect&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerGoAway&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OpenIdConnectWithConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;LiveServerSessionResumptionUpdate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Update of the session resumption state.\n\nOnly sent if `session_resumption` was set in the connection config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;openIdConnect&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;newHandle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23632,45 +23454,48 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authorization_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authorization Endpoint&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;token_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token Endpoint&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;New handle that represents state that can be resumed. Empty if `resumable`=false.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Newhandle&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userinfo_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;resumable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userinfo Endpoint&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resumable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;revocation_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;lastConsumedClientMessageIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Revocation Endpoint&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;token_endpoint_auth_methods_supported&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames are likely not needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastconsumedclientmessageindex&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerSessionResumptionUpdate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chosenCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -23679,13 +23504,14 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token Endpoint Auth Methods Supported&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in `top_candidates`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chosencandidates&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;grant_types_supported&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultTopCandidates&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -23694,160 +23520,218 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grant Types Supported&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topcandidates&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logProbabilitySum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum of log probabilities for all tokens. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobabilitysum&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;authorization_endpoint&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;token_endpoint&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenIdConnectWithConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;NodeInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Workflow node metadata attached to an Event.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;path&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Path&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputFor&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputfor&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;messageAsOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Messageasoutput&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NodeInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OAuth2&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;oauth2&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flows&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlows&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;flows&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuth2&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OAuth2Auth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents credential value and its metadata for a OAuth2 credential.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -23855,126 +23739,93 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientsecret&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nonce&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nonce&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;redirectUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Redirecturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authResponseUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authresponseuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authcode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23984,13 +23835,11 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;refreshToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -23998,117 +23847,106 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshtoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expiresAt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiresat&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expiresIn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SecuritySchemeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;apiKey&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;http&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;oauth2&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;openIdConnect&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SecuritySchemeType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ServiceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents Google Service Account configuration.\n\nAttributes:\n  service_account_credential: The service account credential (JSON key).\n  scopes: The OAuth2 scopes to request. Optional; when omitted with\n      ``use_default_credential=True``, defaults to the cloud-platform scope.\n  use_default_credential: Whether to use Application Default Credentials.\n  use_id_token: Whether to exchange for an ID token instead of an access\n      token. Required for service-to-service authentication with Cloud Run,\n      Cloud Functions, and other Google Cloud services that require identity\n      verification. When True, ``audience`` must also be set.\n  audience: The target audience for the ID token, typically the URL of the\n      receiving service (e.g. ``https://my-service-xyz.run.app``). Required\n      when ``use_id_token`` is True.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccountCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiresin&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audience&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceAccountCredential&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audience&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeVerifier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeverifier&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;useDefaultCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeChallengeMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usedefaultcredential&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codechallengemethod&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;useIdToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenEndpointAuthMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;client_secret_basic&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;client_secret_post&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;client_secret_jwt&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;private_key_jwt&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Useidtoken&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audience&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;client_secret_basic&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenendpointauthmethod&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuth2Auth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OAuthFlowAuthorizationCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -24118,82 +23956,36 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audience&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceAccount&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ServiceAccountCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents Google Service Account configuration.\n\nAttributes:\n  type: The type should be \&quot;service_account\&quot;.\n  project_id: The project ID.\n  private_key_id: The ID of the private key.\n  private_key: The private key.\n  client_email: The client email.\n  client_id: The client ID.\n  auth_uri: The authorization URI.\n  token_uri: The token URI.\n  auth_provider_x509_cert_url: URL for auth provider&#39;s X.509 cert.\n  client_x509_cert_url: URL for the client&#39;s X.509 cert.\n  universe_domain: The universe domain.\n\nExample:\n\n    config = ServiceAccountCredential(\n        type_=\&quot;service_account\&quot;,\n        project_id=\&quot;your_project_id\&quot;,\n        private_key_id=\&quot;your_private_key_id\&quot;,\n        private_key=\&quot;-----BEGIN PRIVATE KEY-----...\&quot;,\n        client_email=\&quot;...@....iam.gserviceaccount.com\&quot;,\n        client_id=\&quot;your_client_id\&quot;,\n        auth_uri=\&quot;https://accounts.google.com/o/oauth2/auth\&quot;,\n        token_uri=\&quot;https://oauth2.googleapis.com/token\&quot;,\n        auth_provider_x509_cert_url=\&quot;https://www.googleapis.com/oauth2/v1/certs\&quot;,\n        client_x509_cert_url=\&quot;https://www.googleapis.com/robot/v1/metadata/x509/...\&quot;,\n        universe_domain=\&quot;googleapis.com\&quot;\n    )\n\n\n    config = ServiceAccountConfig.model_construct(**{\n        ...service account config dict\n    })&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;projectId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Projectid&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;privateKeyId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Privatekeyid&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;privateKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Privatekey&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;clientEmail&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientemail&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;clientId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientid&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authuri&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenuri&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authProviderX509CertUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authproviderx509Certurl&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;clientX509CertUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientx509Certurl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;authorizationUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authorizationurl&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;universeDomain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Universedomain&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;tokenUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenurl&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;projectId&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;privateKeyId&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;privateKey&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;clientEmail&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;clientId&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;authUri&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;tokenUri&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;authProviderX509CertUrl&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;clientX509CertUrl&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;universeDomain&quot;</span>
+<span class="w">            </span><span class="s2">&quot;authorizationUrl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;tokenUrl&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceAccountCredential&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowAuthorizationCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;OAuthFlowClientCredentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -24203,183 +23995,184 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenurl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;tokenUrl&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowClientCredentials&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OAuthFlowImplicit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authorizationUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authorizationurl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;authorizationUrl&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowImplicit&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolConfirmation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a tool confirmation configuration.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;OAuthFlowPassword&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;hint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hint&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;confirmed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confirmed&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;payload&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Payload&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenurl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfirmation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;tokenUrl&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowPassword&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;OAuthFlows&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;implicit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowImplicit&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;password&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowPassword&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientCredentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowClientCredentials&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UiWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rendering metadata for a UI widget associated with an event.\n\nWhen present on an Event.actions, the UI renders the widget using the\nspecified provider&#39;s renderer component.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;provider&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provider&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;payload&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Payload&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;id&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;provider&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UiWidget&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authorizationCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowAuthorizationCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlows&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OpenIdConnect&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;openIdConnect&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;openIdConnectUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Openidconnecturl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;openIdConnectUrl&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenIdConnect&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OpenIdConnectWithConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;openIdConnect&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -24389,244 +24182,60 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">agent_state</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">artifact_delta</span> <span class="pre">(dict[str,</span> <span class="pre">int])</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">compaction</span> <span class="pre">(google.adk.events.event_actions.EventCompaction</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">end_of_agent</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">escalate</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">render_ui_widgets</span> <span class="pre">(list[google.adk.events.ui_widget.UiWidget]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">requested_auth_configs</span> <span class="pre">(dict[str,</span> <span class="pre">google.adk.auth.auth_tool.AuthConfig])</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">requested_tool_confirmations</span> <span class="pre">(dict[str,</span> <span class="pre">google.adk.tools.tool_confirmation.ToolConfirmation])</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">rewind_before_invocation_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">route</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">int</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">list[bool</span> <span class="pre">|</span> <span class="pre">int</span> <span class="pre">|</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">set_model_response</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">skip_summarization</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">state_delta</span> <span class="pre">(dict[str,</span> <span class="pre">Any])</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">transfer_to_agent</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.agent_state">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">agent_state</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[dict[str,</span> <span class="pre">Any]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'agentState')</span></em><a class="headerlink" href="#google.adk.events.EventActions.agent_state" title="Link to this definition">¶</a></dt>
-<dd><p>The agent state at the current event, used for checkpoint and resume. This
-should only be set by ADK workflow.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.artifact_delta">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">artifact_delta</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">int]</span></em><em class="property"> <span class="pre">[Optional]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'artifactDelta')</span></em><a class="headerlink" href="#google.adk.events.EventActions.artifact_delta" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates that the event is updating an artifact. key is the filename,
-value is the version.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.compaction">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">compaction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[EventCompaction]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.EventActions.compaction" title="Link to this definition">¶</a></dt>
-<dd><p>The compaction of the events.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.end_of_agent">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">end_of_agent</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[bool]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'endOfAgent')</span></em><a class="headerlink" href="#google.adk.events.EventActions.end_of_agent" title="Link to this definition">¶</a></dt>
-<dd><p>If true, the current agent has finished its current run. Note that there
-can be multiple events with end_of_agent=True for the same agent within one
-invocation when there is a loop. This should only be set by ADK workflow.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.escalate">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">escalate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[bool]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.EventActions.escalate" title="Link to this definition">¶</a></dt>
-<dd><p>The agent is escalating to a higher level agent.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.render_ui_widgets">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">render_ui_widgets</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[list[UiWidget]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'renderUiWidgets')</span></em><a class="headerlink" href="#google.adk.events.EventActions.render_ui_widgets" title="Link to this definition">¶</a></dt>
-<dd><p>List of UI widgets to be rendered by the UI.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.requested_auth_configs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">requested_auth_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">AuthConfig]</span></em><em class="property"> <span class="pre">[Optional]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'requestedAuthConfigs')</span></em><a class="headerlink" href="#google.adk.events.EventActions.requested_auth_configs" title="Link to this definition">¶</a></dt>
-<dd><p>Authentication configurations requested by tool responses.</p>
-<p>This field will only be set by a tool response event indicating tool request
-auth credential.
-- Keys: The function call id. Since one function response event could contain
-multiple function responses that correspond to multiple function calls. Each
-function call could request different auth configs. This id is used to
-identify the function call.
-- Values: The requested auth config.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.requested_tool_confirmations">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">requested_tool_confirmations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">ToolConfirmation]</span></em><em class="property"> <span class="pre">[Optional]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'requestedToolConfirmations')</span></em><a class="headerlink" href="#google.adk.events.EventActions.requested_tool_confirmations" title="Link to this definition">¶</a></dt>
-<dd><p>A dict of tool confirmation requested by this event, keyed by
-function call id.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.rewind_before_invocation_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rewind_before_invocation_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rewindBeforeInvocationId')</span></em><a class="headerlink" href="#google.adk.events.EventActions.rewind_before_invocation_id" title="Link to this definition">¶</a></dt>
-<dd><p>The invocation id to rewind to. This is only set for rewind event.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.route">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">route</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[Union[bool,</span> <span class="pre">int,</span> <span class="pre">str,</span> <span class="pre">list[Union[bool,</span> <span class="pre">int,</span> <span class="pre">str]]]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.EventActions.route" title="Link to this definition">¶</a></dt>
-<dd><p>Route or list of routes for workflow graph edge matching.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.set_model_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">set_model_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[Any]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'setModelResponse')</span></em><a class="headerlink" href="#google.adk.events.EventActions.set_model_response" title="Link to this definition">¶</a></dt>
-<dd><p>The model response structured output.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.skip_summarization">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">skip_summarization</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[bool]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'skipSummarization')</span></em><a class="headerlink" href="#google.adk.events.EventActions.skip_summarization" title="Link to this definition">¶</a></dt>
-<dd><p>If true, it won’t call model to summarize function response.</p>
-<p>Only used for function_response event.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.state_delta">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">state_delta</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">Any]</span></em><em class="property"> <span class="pre">[Optional]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stateDelta')</span></em><a class="headerlink" href="#google.adk.events.EventActions.state_delta" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates that the event is updating the state with the given delta.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.EventActions.transfer_to_agent">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">transfer_to_agent</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'transferToAgent')</span></em><a class="headerlink" href="#google.adk.events.EventActions.transfer_to_agent" title="Link to this definition">¶</a></dt>
-<dd><p>If set, the event transfers to the specified agent.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="google.adk.events.RequestInput">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.events.</span></span><span class="sig-name descname"><span class="pre">RequestInput</span></span><a class="headerlink" href="#google.adk.events.RequestInput" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Represents a request for input from the user.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RequestInput&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a request for input from the user.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;interruptId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the interrupt, usually a function call ID. This is used to identify the interrupt that the input is for.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interruptid&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;payload&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Payload&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A message to display to the user when requesting input.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="nt">&quot;authorization_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authorization Endpoint&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">            </span><span class="nt">&quot;token_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token Endpoint&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The expected schema of the response. Accepts a Python type (e.g. a Pydantic BaseModel class), a generic alias (e.g. list[str]), or a raw JSON Schema dict. If None, it defaults to Any.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseschema&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userinfo_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userinfo Endpoint&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;revocation_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Revocation Endpoint&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;token_endpoint_auth_methods_supported&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token Endpoint Auth Methods Supported&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;grant_types_supported&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -24635,266 +24244,303 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grant Types Supported&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;authorization_endpoint&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;token_endpoint&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenIdConnectWithConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -24902,157 +24548,25 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">}</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">interrupt_id</span> <span class="pre">(str)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">payload</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_schema</span> <span class="pre">(dict[Any,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">type</span> <span class="pre">|</span> <span class="pre">google.genai.types.Schema</span> <span class="pre">|</span> <span class="pre">types.GenericAlias</span> <span class="pre">|</span> <span class="pre">types.UnionType</span> <span class="pre">|</span> <span class="pre">_UnionGenericAlias</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.RequestInput.interrupt_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">interrupt_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Optional]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'interruptId')</span></em><a class="headerlink" href="#google.adk.events.RequestInput.interrupt_id" title="Link to this definition">¶</a></dt>
-<dd><p>The ID of the interrupt, usually a function call ID.</p>
-<p>Reusing the same interrupt_id across loop iterations (e.g. a
-rejection/retry cycle) is supported — the framework matches
-function calls and responses by count. Using unique IDs per
-iteration is still recommended for clarity in event logs.</p>
-<p>The ID of the interrupt, usually a function call ID. This is used to identify the interrupt that the input is for.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.RequestInput.message">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.RequestInput.message" title="Link to this definition">¶</a></dt>
-<dd><p>A message to display to the user when requesting input.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.RequestInput.payload">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">payload</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[Any]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.RequestInput.payload" title="Link to this definition">¶</a></dt>
-<dd><p>Custom payload to be provided for resuming.</p>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.events.RequestInput.response_schema">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[SchemaType]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseSchema')</span></em><a class="headerlink" href="#google.adk.events.RequestInput.response_schema" title="Link to this definition">¶</a></dt>
-<dd><p>The expected schema of the response.</p>
-<p>The expected schema of the response. Accepts a Python type (e.g. a Pydantic BaseModel class), a generic alias (e.g. list[str]), or a raw JSON Schema dict. If None, it defaults to Any.</p>
-</dd></dl>
-
-</dd></dl>
-
-</section>
-<section id="module-google.adk.examples">
-<span id="google-adk-examples-module"></span><h1>google.adk.examples module<a class="headerlink" href="#module-google.adk.examples" title="Link to this heading">¶</a></h1>
-<dl class="py class">
-<dt class="sig sig-object py" id="google.adk.examples.BaseExampleProvider">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.examples.</span></span><span class="sig-name descname"><span class="pre">BaseExampleProvider</span></span><a class="headerlink" href="#google.adk.examples.BaseExampleProvider" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
-<p>Base class for example providers.</p>
-<p>This class defines the interface for providing examples for a given query.</p>
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.examples.BaseExampleProvider.get_examples">
-<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_examples</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.examples.BaseExampleProvider.get_examples" title="Link to this definition">¶</a></dt>
-<dd><p>Returns a list of examples for a given query.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<a class="reference internal" href="#google.adk.examples.Example" title="google.adk.examples.example.Example"><code class="xref py py-class docutils literal notranslate"><span class="pre">Example</span></code></a>]</span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><p><strong>query</strong> – The query to get examples for.</p>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>A list of Example objects.</p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="google.adk.examples.Example">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.examples.</span></span><span class="sig-name descname"><span class="pre">Example</span></span><a class="headerlink" href="#google.adk.examples.Example" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A few-shot example.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.examples.Example.input">
-<span class="sig-name descname"><span class="pre">input</span></span><a class="headerlink" href="#google.adk.examples.Example.input" title="Link to this definition">¶</a></dt>
-<dd><p>The input content for the example.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.examples.Example.output">
-<span class="sig-name descname"><span class="pre">output</span></span><a class="headerlink" href="#google.adk.examples.Example.output" title="Link to this definition">¶</a></dt>
-<dd><p>The expected output content for the example.</p>
-</dd></dl>
-
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A few-shot example.\n\nAttributes:\n  input: The input content for the example.\n  output: The expected output content for the example.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;input&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -25060,56 +24574,56 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the `ExecutableCode`.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -25119,10 +24633,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -25132,82 +24646,89 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model-generated code executed server-side, results returned to the model.\n\nOnly generated when using the `CodeExecution` tool, in which the code will\nbe automatically executed, and a corresponding `CodeExecutionResult` will\nalso be generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -25215,44 +24736,67 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SecuritySchemeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;apiKey&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;http&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;oauth2&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;openIdConnect&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -25262,245 +24806,228 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function call.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ServiceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents Google Service Account configuration.\n\nAttributes:\n  service_account_credential: The service account credential (JSON key).\n  scopes: The OAuth2 scopes to request. Optional; when omitted with\n      ``use_default_credential=True``, defaults to the cloud-platform scope.\n  use_default_credential: Whether to use Application Default Credentials.\n  use_id_token: Whether to exchange for an ID token instead of an access\n      token. Required for service-to-service authentication with Cloud Run,\n      Cloud Functions, and other Google Cloud services that require identity\n      verification. When True, ``audience`` must also be set.\n  audience: The target audience for the ID token, typically the URL of the\n      receiving service (e.g. ``https://my-service-xyz.run.app``). Required\n      when ``use_id_token`` is True.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccountCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceAccountCredential&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unique id of the function call. If populated, the client to execute the\n   `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;useDefaultCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches [FunctionDeclaration.name].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usedefaultcredential&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;useIdToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Useidtoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audience&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audience&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceAccount&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ServiceAccountCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents Google Service Account configuration.\n\nAttributes:\n  type: The type should be \&quot;service_account\&quot;.\n  project_id: The project ID.\n  private_key_id: The ID of the private key.\n  private_key: The private key.\n  client_email: The client email.\n  client_id: The client ID.\n  auth_uri: The authorization URI.\n  token_uri: The token URI.\n  auth_provider_x509_cert_url: URL for auth provider&#39;s X.509 cert.\n  client_x509_cert_url: URL for the client&#39;s X.509 cert.\n  universe_domain: The universe domain.\n\nExample:\n\n    config = ServiceAccountCredential(\n        type_=\&quot;service_account\&quot;,\n        project_id=\&quot;your_project_id\&quot;,\n        private_key_id=\&quot;your_private_key_id\&quot;,\n        private_key=\&quot;-----BEGIN PRIVATE KEY-----...\&quot;,\n        client_email=\&quot;...@....iam.gserviceaccount.com\&quot;,\n        client_id=\&quot;your_client_id\&quot;,\n        auth_uri=\&quot;https://accounts.google.com/o/oauth2/auth\&quot;,\n        token_uri=\&quot;https://oauth2.googleapis.com/token\&quot;,\n        auth_provider_x509_cert_url=\&quot;https://www.googleapis.com/oauth2/v1/certs\&quot;,\n        client_x509_cert_url=\&quot;https://www.googleapis.com/robot/v1/metadata/x509/...\&quot;,\n        universe_domain=\&quot;googleapis.com\&quot;\n    )\n\n\n    config = ServiceAccountConfig.model_construct(**{\n        ...service account config dict\n    })&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;projectId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Projectid&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;privateKeyId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Privatekeyid&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;privateKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Privatekey&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientEmail&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientemail&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientid&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authuri&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenuri&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authProviderX509CertUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authproviderx509Certurl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientX509CertUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientx509Certurl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;universeDomain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Universedomain&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;projectId&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;privateKeyId&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;privateKey&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;clientEmail&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;clientId&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;authUri&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;tokenUri&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;authProviderX509CertUrl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;clientX509CertUrl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;universeDomain&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceAccountCredential&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a function response. Each part may\n      have a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolConfirmation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the FunctionResponse.response\nfield.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a tool confirmation configuration.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="nt">&quot;hint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hint&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Inline media bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="nt">&quot;confirmed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confirmed&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;payload&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob.\n      Used to provide a label or filename to distinguish blobs.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Payload&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfirmation&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -25510,177 +25037,68 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file.\n      Used to provide a label or filename to distinguish files.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`.\n\nA `FunctionResponsePart` must have a fixed IANA MIME type identifying the\ntype and subtype of the media if the `inline_data` field is filled with raw\nbytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. URI based data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -25691,10 +25109,10 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -25704,13 +25122,12 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -25718,200 +25135,78 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;TurnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the turn is complete.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_COMPLETE_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RESPONSE_REJECTED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NEED_MORE_INPUT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_CONTAIN_PROMINENT_PERSON_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_PHOTO_REALISTIC_CHILD_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_NCII_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IP_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNSAFE_PROMPT_FOR_IMAGE_GENERATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_AUDIO_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_VIDEO_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROMINENT_PEOPLE_DETECTED_BY_REWRITER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_IDENTIFIABLE_PEOPLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_MINORS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTPUT_IMAGE_IP_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAX_REGENERATION_REACHED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCompleteReason&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;UiWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rendering metadata for a UI widget associated with an event.\n\nWhen present on an Event.actions, the UI renders the widget using the\nspecified provider&#39;s renderer component.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="nt">&quot;provider&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provider&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="nt">&quot;payload&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Payload&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;id&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;provider&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UiWidget&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -25921,150 +25216,5315 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">}</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">actions</span> <span class="pre">(google.adk.events.event_actions.EventActions)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">author</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">branch</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">invocation_id</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">isolation_scope</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">long_running_tool_ids</span> <span class="pre">(set[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">node_info</span> <span class="pre">(google.adk.events.event.NodeInfo)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">timestamp</span> <span class="pre">(float)</span></code></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_accept_convenience_kwargs</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.Event.actions">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">actions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">EventActions</span></em><em class="property"> <span class="pre">[Optional]</span></em><a class="headerlink" href="#google.adk.events.Event.actions" title="Link to this definition">¶</a></dt>
+<dd><p>The actions taken by the agent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_accept_convenience_kwargs</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.Event.author">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">author</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.events.Event.author" title="Link to this definition">¶</a></dt>
+<dd><p>‘user’ or the name of the agent, indicating who appended the event to the
+session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_accept_convenience_kwargs</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.Event.branch">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">branch</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span> <span class="pre">|</span> <span class="pre">None</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.Event.branch" title="Link to this definition">¶</a></dt>
+<dd><p>The branch of the event.</p>
+<p>The format is like agent_1.agent_2.agent_3, where agent_1 is the parent of
+agent_2, and agent_2 is the parent of agent_3.</p>
+<p>Branch is used when multiple sub-agent shouldn’t see their peer agents’
+conversation history.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_accept_convenience_kwargs</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.Event.id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.events.Event.id" title="Link to this definition">¶</a></dt>
+<dd><p>The unique identifier of the event.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_accept_convenience_kwargs</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.Event.invocation_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">invocation_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'invocationId')</span></em><a class="headerlink" href="#google.adk.events.Event.invocation_id" title="Link to this definition">¶</a></dt>
+<dd><p>The invocation ID of the event. Should be non-empty before appending to a session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_accept_convenience_kwargs</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.Event.isolation_scope">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">isolation_scope</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span> <span class="pre">|</span> <span class="pre">None</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'isolationScope')</span></em><a class="headerlink" href="#google.adk.events.Event.isolation_scope" title="Link to this definition">¶</a></dt>
+<dd><p>Scope tag indicating which logical context this event belongs to.</p>
+<p>When set, the LLM content-builder restricts session events visible to
+an agent to those whose <code class="docutils literal notranslate"><span class="pre">isolation_scope</span></code> matches the agent’s own
+scope.  One usage today is the Task API: a delegated task agent is
+scoped under the originating function-call id (<code class="docutils literal notranslate"><span class="pre">&lt;fc_id&gt;</span></code>) so it
+sees only its own task’s events, isolated from the chat
+coordinator’s broader conversation.</p>
+<p>⚠️ DO NOT USE THIS FIELD DIRECTLY.  It is an internal mechanism that
+may change without notice.  External code should not read, write, or
+rely on its semantics.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_accept_convenience_kwargs</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.Event.long_running_tool_ids">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">long_running_tool_ids</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">set[str]</span> <span class="pre">|</span> <span class="pre">None</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'longRunningToolIds')</span></em><a class="headerlink" href="#google.adk.events.Event.long_running_tool_ids" title="Link to this definition">¶</a></dt>
+<dd><p>Set of ids of the long running function calls.
+Agent client will know from this field about which function call is long running.
+only valid for function call event</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_accept_convenience_kwargs</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.Event.node_info">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">node_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">NodeInfo</span></em><em class="property"> <span class="pre">[Optional]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nodeInfo')</span></em><a class="headerlink" href="#google.adk.events.Event.node_info" title="Link to this definition">¶</a></dt>
+<dd><p>Workflow node metadata (path, run_id, etc.).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_accept_convenience_kwargs</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.Event.output">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Any</span> <span class="pre">|</span> <span class="pre">None</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.Event.output" title="Link to this definition">¶</a></dt>
+<dd><p>Generic data output from a workflow node.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_accept_convenience_kwargs</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.Event.timestamp">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">timestamp</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><em class="property"> <span class="pre">[Optional]</span></em><a class="headerlink" href="#google.adk.events.Event.timestamp" title="Link to this definition">¶</a></dt>
+<dd><p>The timestamp of the event.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_accept_convenience_kwargs</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.events.Event.new_id">
+<em class="property"><span class="k"><span class="pre">static</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">new_id</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.events.Event.new_id" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.events.Event.has_trailing_code_execution_result">
+<span class="sig-name descname"><span class="pre">has_trailing_code_execution_result</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.events.Event.has_trailing_code_execution_result" title="Link to this definition">¶</a></dt>
+<dd><p>Returns whether the event has a trailing code execution result.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.events.Event.is_final_response">
+<span class="sig-name descname"><span class="pre">is_final_response</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.events.Event.is_final_response" title="Link to this definition">¶</a></dt>
+<dd><p>Returns whether the event is the final response of an agent.</p>
+<p>NOTE: This method is ONLY for use by Agent Development Kit.</p>
+<p>Note that when multiple agents participate in one invocation, there could be
+one event has <cite>is_final_response()</cite> as True for each participating agent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.events.Event.model_post_init">
+<span class="sig-name descname"><span class="pre">model_post_init</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">_Event__context</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.events.Event.model_post_init" title="Link to this definition">¶</a></dt>
+<dd><p>Post initialization logic for the event.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.events.Event.message">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Any</span></em><a class="headerlink" href="#google.adk.events.Event.message" title="Link to this definition">¶</a></dt>
+<dd><p>Alias for content. Returns the user-facing message of the event.</p>
+<p>Subclasses may declare <code class="docutils literal notranslate"><span class="pre">message</span></code> as a real field (see
+<code class="docutils literal notranslate"><span class="pre">_accept_convenience_kwargs</span></code>, which already routes construction kwargs to
+such fields). When they do, return that field’s value so reads stay
+consistent with construction and serialization instead of returning the
+<code class="docutils literal notranslate"><span class="pre">content</span></code> alias. The return type is <code class="docutils literal notranslate"><span class="pre">Any</span></code> because such a subclass field
+may be typed differently (e.g. <code class="docutils literal notranslate"><span class="pre">str</span></code>); for a plain <code class="docutils literal notranslate"><span class="pre">Event</span></code> this returns
+<code class="docutils literal notranslate"><span class="pre">Optional[types.Content]</span></code>.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.events.Event.node_name">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">node_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#google.adk.events.Event.node_name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the node that generated the event.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.events.EventActions">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.events.</span></span><span class="sig-name descname"><span class="pre">EventActions</span></span><a class="headerlink" href="#google.adk.events.EventActions" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Represents the actions attached to an event.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EventActions&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the actions attached to an event.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;skipSummarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Skipsummarization&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;stateDelta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statedelta&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;artifactDelta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Artifactdelta&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;transferToAgent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transfertoagent&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;escalate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Escalate&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;requestedAuthConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Requestedauthconfigs&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;requestedToolConfirmations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolConfirmation&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Requestedtoolconfirmations&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;compaction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EventCompaction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;endOfAgent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endofagent&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;agentState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Agentstate&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;rewindBeforeInvocationId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewindbeforeinvocationid&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;renderUiWidgets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UiWidget&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderuiwidgets&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;setModelResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Setmodelresponse&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;APIKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;apiKey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;in&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/APIKeyIn&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;in&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;name&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;APIKey&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;APIKeyIn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;query&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;header&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;cookie&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;APIKeyIn&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The auth config sent by tool asking client to collect auth credentials and\n\nadk and client will help to fill in the response&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authScheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/APIKey&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HTTPBase&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuth2&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OpenIdConnect&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HTTPBearer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OpenIdConnectWithConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomAuthScheme&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authscheme&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rawAuthCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthCredential&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;exchangedAuthCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthCredential&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;credentialKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialkey&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;authScheme&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;AuthCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data class representing an authentication credential.\n\nTo exchange for the actual credential, please use\nCredentialExchanger.exchange_credential().\n\nExamples: API Key Auth\nAuthCredential(\n    auth_type=AuthCredentialTypes.API_KEY,\n    api_key=\&quot;1234\&quot;,\n)\n\nExample: HTTP Auth\nAuthCredential(\n    auth_type=AuthCredentialTypes.HTTP,\n    http=HttpAuth(\n        scheme=\&quot;basic\&quot;,\n        credentials=HttpCredentials(username=\&quot;user\&quot;, password=\&quot;password\&quot;),\n    ),\n)\n\nExample: OAuth2 Bearer Token in HTTP Header\nAuthCredential(\n    auth_type=AuthCredentialTypes.HTTP,\n    http=HttpAuth(\n        scheme=\&quot;bearer\&quot;,\n        credentials=HttpCredentials(token=\&quot;eyAkaknabna....\&quot;),\n    ),\n)\n\nExample: OAuth2 Auth with Authorization Code Flow\nAuthCredential(\n    auth_type=AuthCredentialTypes.OAUTH2,\n    oauth2=OAuth2Auth(\n        client_id=\&quot;1234\&quot;,\n        client_secret=\&quot;secret\&quot;,\n    ),\n)\n\nExample: OpenID Connect Auth\nAuthCredential(\n    auth_type=AuthCredentialTypes.OPEN_ID_CONNECT,\n    oauth2=OAuth2Auth(\n        client_id=\&quot;1234\&quot;,\n        client_secret=\&quot;secret\&quot;,\n        redirect_uri=\&quot;https://example.com\&quot;,\n        scopes=[\&quot;scope1\&quot;, \&quot;scope2\&quot;],\n    ),\n)\n\nExample: Auth with resource reference\nAuthCredential(\n    auth_type=AuthCredentialTypes.API_KEY,\n    resource_ref=\&quot;projects/1234/locations/us-central1/resources/resource1\&quot;,\n)&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthCredentialTypes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resourceRef&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resourceref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;http&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpAuth&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceAccount&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oauth2&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuth2Auth&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;authType&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthCredential&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthCredentialTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the type of authentication credential.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;apiKey&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;http&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;oauth2&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;openIdConnect&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;serviceAccount&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthCredentialTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomAuthScheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A flexible model for custom authentication schemes.\n\nThe subclasses must define a `default` for the `type_` field, if using OAuth2\nuser consent flow, to ensure correct rehydration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;type&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomAuthScheme&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EventCompaction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The compaction of the events.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttimestamp&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtimestamp&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;compactedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;startTimestamp&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;endTimestamp&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;compactedContent&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EventCompaction&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HTTPBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;http&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scheme&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;scheme&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTPBase&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HTTPBearer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;http&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;bearer&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;bearer&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scheme&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;bearerFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bearerformat&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTPBearer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The credentials and metadata for HTTP authentication.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheme&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scheme&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;credentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpCredentials&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;additionalHeaders&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalheaders&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;scheme&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;credentials&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpAuth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpCredentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the secret token value for HTTP authentication, like user name, password, oauth token, etc.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;username&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Username&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;password&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Password&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpCredentials&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OAuth2&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;oauth2&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;flows&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlows&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;flows&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuth2&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OAuth2Auth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents credential value and its metadata for a OAuth2 credential.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientsecret&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nonce&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nonce&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;redirectUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Redirecturi&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authResponseUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
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+<span class="w">            </span><span class="p">},</span>
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+<span class="w">                  </span><span class="p">{</span>
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+<span class="w">                  </span><span class="p">{</span>
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+<span class="w">                        </span><span class="s2">&quot;client_secret_jwt&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;private_key_jwt&quot;</span>
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+<span class="w">                  </span><span class="p">}</span>
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+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenendpointauthmethod&quot;</span>
+<span class="w">            </span><span class="p">}</span>
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+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OAuthFlowAuthorizationCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
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+<span class="w">                  </span><span class="p">{</span>
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+<span class="w">                  </span><span class="p">}</span>
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+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
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+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
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+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authorizationurl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenurl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
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+<span class="w">            </span><span class="s2">&quot;authorizationUrl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;tokenUrl&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowAuthorizationCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OAuthFlowClientCredentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
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+<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
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+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
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+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
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+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenurl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;tokenUrl&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowClientCredentials&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OAuthFlowImplicit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authorizationUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authorizationurl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;authorizationUrl&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowImplicit&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OAuthFlowPassword&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;refreshUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Refreshurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenurl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;tokenUrl&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlowPassword&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OAuthFlows&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;implicit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowImplicit&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;password&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowPassword&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientCredentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowClientCredentials&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authorizationCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OAuthFlowAuthorizationCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OAuthFlows&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OpenIdConnect&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;openIdConnect&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;openIdConnectUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Openidconnecturl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;openIdConnectUrl&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenIdConnect&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OpenIdConnectWithConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;openIdConnect&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authorization_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authorization Endpoint&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;token_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token Endpoint&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userinfo_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userinfo Endpoint&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;revocation_endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Revocation Endpoint&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;token_endpoint_auth_methods_supported&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token Endpoint Auth Methods Supported&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;grant_types_supported&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grant Types Supported&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;authorization_endpoint&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;token_endpoint&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenIdConnectWithConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SecuritySchemeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;apiKey&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;http&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;oauth2&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;openIdConnect&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SecuritySchemeType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ServiceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents Google Service Account configuration.\n\nAttributes:\n  service_account_credential: The service account credential (JSON key).\n  scopes: The OAuth2 scopes to request. Optional; when omitted with\n      ``use_default_credential=True``, defaults to the cloud-platform scope.\n  use_default_credential: Whether to use Application Default Credentials.\n  use_id_token: Whether to exchange for an ID token instead of an access\n      token. Required for service-to-service authentication with Cloud Run,\n      Cloud Functions, and other Google Cloud services that require identity\n      verification. When True, ``audience`` must also be set.\n  audience: The target audience for the ID token, typically the URL of the\n      receiving service (e.g. ``https://my-service-xyz.run.app``). Required\n      when ``use_id_token`` is True.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccountCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceAccountCredential&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;useDefaultCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usedefaultcredential&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;useIdToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Useidtoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audience&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audience&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceAccount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ServiceAccountCredential&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents Google Service Account configuration.\n\nAttributes:\n  type: The type should be \&quot;service_account\&quot;.\n  project_id: The project ID.\n  private_key_id: The ID of the private key.\n  private_key: The private key.\n  client_email: The client email.\n  client_id: The client ID.\n  auth_uri: The authorization URI.\n  token_uri: The token URI.\n  auth_provider_x509_cert_url: URL for auth provider&#39;s X.509 cert.\n  client_x509_cert_url: URL for the client&#39;s X.509 cert.\n  universe_domain: The universe domain.\n\nExample:\n\n    config = ServiceAccountCredential(\n        type_=\&quot;service_account\&quot;,\n        project_id=\&quot;your_project_id\&quot;,\n        private_key_id=\&quot;your_private_key_id\&quot;,\n        private_key=\&quot;-----BEGIN PRIVATE KEY-----...\&quot;,\n        client_email=\&quot;...@....iam.gserviceaccount.com\&quot;,\n        client_id=\&quot;your_client_id\&quot;,\n        auth_uri=\&quot;https://accounts.google.com/o/oauth2/auth\&quot;,\n        token_uri=\&quot;https://oauth2.googleapis.com/token\&quot;,\n        auth_provider_x509_cert_url=\&quot;https://www.googleapis.com/oauth2/v1/certs\&quot;,\n        client_x509_cert_url=\&quot;https://www.googleapis.com/robot/v1/metadata/x509/...\&quot;,\n        universe_domain=\&quot;googleapis.com\&quot;\n    )\n\n\n    config = ServiceAccountConfig.model_construct(**{\n        ...service account config dict\n    })&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;projectId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Projectid&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;privateKeyId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Privatekeyid&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;privateKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Privatekey&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientEmail&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientemail&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientid&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authuri&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenuri&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authProviderX509CertUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Authproviderx509Certurl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientX509CertUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientx509Certurl&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;universeDomain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Universedomain&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;projectId&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;privateKeyId&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;privateKey&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;clientEmail&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;clientId&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;authUri&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;tokenUri&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;authProviderX509CertUrl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;clientX509CertUrl&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;universeDomain&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceAccountCredential&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolConfirmation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a tool confirmation configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hint&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;confirmed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confirmed&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;payload&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Payload&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfirmation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UiWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rendering metadata for a UI widget associated with an event.\n\nWhen present on an Event.actions, the UI renders the widget using the\nspecified provider&#39;s renderer component.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;provider&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provider&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;payload&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Payload&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;id&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;provider&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UiWidget&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">agent_state</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">artifact_delta</span> <span class="pre">(dict[str,</span> <span class="pre">int])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">compaction</span> <span class="pre">(google.adk.events.event_actions.EventCompaction</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">end_of_agent</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">escalate</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">render_ui_widgets</span> <span class="pre">(list[google.adk.events.ui_widget.UiWidget]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">requested_auth_configs</span> <span class="pre">(dict[str,</span> <span class="pre">google.adk.auth.auth_tool.AuthConfig])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">requested_tool_confirmations</span> <span class="pre">(dict[str,</span> <span class="pre">google.adk.tools.tool_confirmation.ToolConfirmation])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">rewind_before_invocation_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">route</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">int</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">list[bool</span> <span class="pre">|</span> <span class="pre">int</span> <span class="pre">|</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">set_model_response</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">skip_summarization</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">state_delta</span> <span class="pre">(dict[str,</span> <span class="pre">Any])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">transfer_to_agent</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.agent_state">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">agent_state</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[dict[str,</span> <span class="pre">Any]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'agentState')</span></em><a class="headerlink" href="#google.adk.events.EventActions.agent_state" title="Link to this definition">¶</a></dt>
+<dd><p>The agent state at the current event, used for checkpoint and resume. This
+should only be set by ADK workflow.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.artifact_delta">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">artifact_delta</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">int]</span></em><em class="property"> <span class="pre">[Optional]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'artifactDelta')</span></em><a class="headerlink" href="#google.adk.events.EventActions.artifact_delta" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates that the event is updating an artifact. key is the filename,
+value is the version.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.compaction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">compaction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[EventCompaction]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.EventActions.compaction" title="Link to this definition">¶</a></dt>
+<dd><p>The compaction of the events.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.end_of_agent">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">end_of_agent</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[bool]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'endOfAgent')</span></em><a class="headerlink" href="#google.adk.events.EventActions.end_of_agent" title="Link to this definition">¶</a></dt>
+<dd><p>If true, the current agent has finished its current run. Note that there
+can be multiple events with end_of_agent=True for the same agent within one
+invocation when there is a loop. This should only be set by ADK workflow.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.escalate">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">escalate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[bool]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.EventActions.escalate" title="Link to this definition">¶</a></dt>
+<dd><p>The agent is escalating to a higher level agent.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.render_ui_widgets">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">render_ui_widgets</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[list[UiWidget]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'renderUiWidgets')</span></em><a class="headerlink" href="#google.adk.events.EventActions.render_ui_widgets" title="Link to this definition">¶</a></dt>
+<dd><p>List of UI widgets to be rendered by the UI.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.requested_auth_configs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">requested_auth_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">AuthConfig]</span></em><em class="property"> <span class="pre">[Optional]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'requestedAuthConfigs')</span></em><a class="headerlink" href="#google.adk.events.EventActions.requested_auth_configs" title="Link to this definition">¶</a></dt>
+<dd><p>Authentication configurations requested by tool responses.</p>
+<p>This field will only be set by a tool response event indicating tool request
+auth credential.
+- Keys: The function call id. Since one function response event could contain
+multiple function responses that correspond to multiple function calls. Each
+function call could request different auth configs. This id is used to
+identify the function call.
+- Values: The requested auth config.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.requested_tool_confirmations">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">requested_tool_confirmations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">ToolConfirmation]</span></em><em class="property"> <span class="pre">[Optional]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'requestedToolConfirmations')</span></em><a class="headerlink" href="#google.adk.events.EventActions.requested_tool_confirmations" title="Link to this definition">¶</a></dt>
+<dd><p>A dict of tool confirmation requested by this event, keyed by
+function call id.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.rewind_before_invocation_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rewind_before_invocation_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rewindBeforeInvocationId')</span></em><a class="headerlink" href="#google.adk.events.EventActions.rewind_before_invocation_id" title="Link to this definition">¶</a></dt>
+<dd><p>The invocation id to rewind to. This is only set for rewind event.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.route">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">route</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[Union[bool,</span> <span class="pre">int,</span> <span class="pre">str,</span> <span class="pre">list[Union[bool,</span> <span class="pre">int,</span> <span class="pre">str]]]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.EventActions.route" title="Link to this definition">¶</a></dt>
+<dd><p>Route or list of routes for workflow graph edge matching.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.set_model_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">set_model_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[Any]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'setModelResponse')</span></em><a class="headerlink" href="#google.adk.events.EventActions.set_model_response" title="Link to this definition">¶</a></dt>
+<dd><p>The model response structured output.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.skip_summarization">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">skip_summarization</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[bool]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'skipSummarization')</span></em><a class="headerlink" href="#google.adk.events.EventActions.skip_summarization" title="Link to this definition">¶</a></dt>
+<dd><p>If true, it won’t call model to summarize function response.</p>
+<p>Only used for function_response event.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.state_delta">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">state_delta</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">Any]</span></em><em class="property"> <span class="pre">[Optional]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stateDelta')</span></em><a class="headerlink" href="#google.adk.events.EventActions.state_delta" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates that the event is updating the state with the given delta.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.EventActions.transfer_to_agent">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">transfer_to_agent</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'transferToAgent')</span></em><a class="headerlink" href="#google.adk.events.EventActions.transfer_to_agent" title="Link to this definition">¶</a></dt>
+<dd><p>If set, the event transfers to the specified agent.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.events.RequestInput">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.events.</span></span><span class="sig-name descname"><span class="pre">RequestInput</span></span><a class="headerlink" href="#google.adk.events.RequestInput" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Represents a request for input from the user.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RequestInput&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a request for input from the user.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;interruptId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the interrupt, usually a function call ID. This is used to identify the interrupt that the input is for.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interruptid&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;payload&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Payload&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A message to display to the user when requesting input.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The expected schema of the response. Accepts a Python type (e.g. a Pydantic BaseModel class), a generic alias (e.g. list[str]), or a raw JSON Schema dict. If None, it defaults to Any.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseschema&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">}</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">interrupt_id</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">payload</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_schema</span> <span class="pre">(dict[Any,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">type</span> <span class="pre">|</span> <span class="pre">google.genai.types.Schema</span> <span class="pre">|</span> <span class="pre">types.GenericAlias</span> <span class="pre">|</span> <span class="pre">types.UnionType</span> <span class="pre">|</span> <span class="pre">_UnionGenericAlias</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.RequestInput.interrupt_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">interrupt_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Optional]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'interruptId')</span></em><a class="headerlink" href="#google.adk.events.RequestInput.interrupt_id" title="Link to this definition">¶</a></dt>
+<dd><p>The ID of the interrupt, usually a function call ID.</p>
+<p>Reusing the same interrupt_id across loop iterations (e.g. a
+rejection/retry cycle) is supported — the framework matches
+function calls and responses by count. Using unique IDs per
+iteration is still recommended for clarity in event logs.</p>
+<p>The ID of the interrupt, usually a function call ID. This is used to identify the interrupt that the input is for.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.RequestInput.message">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.RequestInput.message" title="Link to this definition">¶</a></dt>
+<dd><p>A message to display to the user when requesting input.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.RequestInput.payload">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">payload</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[Any]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#google.adk.events.RequestInput.payload" title="Link to this definition">¶</a></dt>
+<dd><p>Custom payload to be provided for resuming.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.events.RequestInput.response_schema">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[SchemaType]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseSchema')</span></em><a class="headerlink" href="#google.adk.events.RequestInput.response_schema" title="Link to this definition">¶</a></dt>
+<dd><p>The expected schema of the response.</p>
+<p>The expected schema of the response. Accepts a Python type (e.g. a Pydantic BaseModel class), a generic alias (e.g. list[str]), or a raw JSON Schema dict. If None, it defaults to Any.</p>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-google.adk.examples">
+<span id="google-adk-examples-module"></span><h1>google.adk.examples module<a class="headerlink" href="#module-google.adk.examples" title="Link to this heading">¶</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.examples.BaseExampleProvider">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.examples.</span></span><span class="sig-name descname"><span class="pre">BaseExampleProvider</span></span><a class="headerlink" href="#google.adk.examples.BaseExampleProvider" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>Base class for example providers.</p>
+<p>This class defines the interface for providing examples for a given query.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.examples.BaseExampleProvider.get_examples">
+<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_examples</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.examples.BaseExampleProvider.get_examples" title="Link to this definition">¶</a></dt>
+<dd><p>Returns a list of examples for a given query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<a class="reference internal" href="#google.adk.examples.Example" title="google.adk.examples.example.Example"><code class="xref py py-class docutils literal notranslate"><span class="pre">Example</span></code></a>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>query</strong> – The query to get examples for.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A list of Example objects.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.examples.Example">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.examples.</span></span><span class="sig-name descname"><span class="pre">Example</span></span><a class="headerlink" href="#google.adk.examples.Example" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A few-shot example.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.examples.Example.input">
+<span class="sig-name descname"><span class="pre">input</span></span><a class="headerlink" href="#google.adk.examples.Example.input" title="Link to this definition">¶</a></dt>
+<dd><p>The input content for the example.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.examples.Example.output">
+<span class="sig-name descname"><span class="pre">output</span></span><a class="headerlink" href="#google.adk.examples.Example.output" title="Link to this definition">¶</a></dt>
+<dd><p>The expected output content for the example.</p>
+</dd></dl>
+
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A few-shot example.\n\nAttributes:\n  input: The input content for the example.\n  output: The expected output content for the example.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;input&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">      </span><span class="s2">&quot;input&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="s2">&quot;output&quot;</span>
+<span class="w">   </span><span class="p">]</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">input</span> <span class="pre">(google.genai.types.Content)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output</span> <span class="pre">(list[google.genai.types.Content])</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id73">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">types.Content</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id73" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id74">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">list[types.Content]</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id74" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.examples.VertexAiExampleStore">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.examples.</span></span><span class="sig-name descname"><span class="pre">VertexAiExampleStore</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">examples_store_name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.examples.VertexAiExampleStore" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.examples.BaseExampleProvider" title="google.adk.examples.base_example_provider.BaseExampleProvider"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseExampleProvider</span></code></a></p>
+<p>Provides examples from Vertex example store.</p>
+<p>Initializes the VertexAiExampleStore.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>examples_store_name</strong> – The resource name of the vertex example store, in
+the format of
+<code class="docutils literal notranslate"><span class="pre">projects/{project}/locations/{location}/exampleStores/{example_store}</span></code>.</p>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.examples.VertexAiExampleStore.get_examples">
+<span class="sig-name descname"><span class="pre">get_examples</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.examples.VertexAiExampleStore.get_examples" title="Link to this definition">¶</a></dt>
+<dd><p>Returns a list of examples for a given query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<a class="reference internal" href="#google.adk.examples.Example" title="google.adk.examples.example.Example"><code class="xref py py-class docutils literal notranslate"><span class="pre">Example</span></code></a>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>query</strong> – The query to get examples for.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A list of Example objects.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-google.adk.flows">
+<span id="google-adk-flows-module"></span><h1>google.adk.flows module<a class="headerlink" href="#module-google.adk.flows" title="Link to this heading">¶</a></h1>
+</section>
+<section id="module-google.adk.integrations">
+<span id="google-adk-integrations-module"></span><h1>google.adk.integrations module<a class="headerlink" href="#module-google.adk.integrations" title="Link to this heading">¶</a></h1>
+<p>Agent Development Kit - Integrations.</p>
+</section>
+<section id="google-adk-integrations-agent-identity-module">
+<h1>google.adk.integrations.agent_identity module<a class="headerlink" href="#google-adk-integrations-agent-identity-module" title="Link to this heading">¶</a></h1>
+<dl class="py class" id="module-google.adk.integrations.agent_identity">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProvider">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.agent_identity.</span></span><span class="sig-name descname"><span class="pre">GcpAuthProvider</span></span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProvider" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAuthProvider</span></code></p>
+<p>An auth provider that uses Credentials service to generate access tokens.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProvider.get_auth_credential">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_auth_credential</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">auth_config</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProvider.get_auth_credential" title="Link to this definition">¶</a></dt>
+<dd><p>Retrieves credentials using the Credentials service.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">AuthCredential</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>auth_config</strong> – The authentication configuration.</p></li>
+<li><p><strong>context</strong> – Optional context for the callback.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>An AuthCredential instance.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>ValueError</strong> – If auth_scheme is not a GcpAuthProviderScheme.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProvider.supported_auth_schemes">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">supported_auth_schemes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">type</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#id83" title="google.adk.integrations.agent_identity.gcp_auth_provider_scheme.GcpAuthProviderScheme"><span class="pre">GcpAuthProviderScheme</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="p"><span class="pre">...</span></span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProvider.supported_auth_schemes" title="Link to this definition">¶</a></dt>
+<dd><p>The AuthScheme types supported by this provider.</p>
+<p>Subclasses can override this to return a tuple of scheme types, enabling
+1-parameter registration.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProviderScheme">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.agent_identity.</span></span><span class="sig-name descname"><span class="pre">GcpAuthProviderScheme</span></span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProviderScheme" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CustomAuthScheme</span></code></p>
+<p>The Agent Identity authentication scheme for Google Cloud Platform.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProviderScheme.name">
+<span class="sig-name descname"><span class="pre">name</span></span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProviderScheme.name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the GCP Auth Provider resource to use.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProviderScheme.scopes">
+<span class="sig-name descname"><span class="pre">scopes</span></span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProviderScheme.scopes" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. A list of OAuth2 scopes to request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProviderScheme.continue_uri">
+<span class="sig-name descname"><span class="pre">continue_uri</span></span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProviderScheme.continue_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. A type of redirect URI. It is distinct from the
+standard OAuth2 redirect URI. Its purpose is to reauthenticate the user to
+prevent phishing attacks and to finalize the managed OAuth flow. The
+standard, Google-hosted OAuth2 redirect URI will redirect the user to this
+continue URI. The agent will include this URI in every 3-legged OAuth
+request sent to the upstream Agent Identity Credential service. Developers
+must ensure this URI is hosted (e.g. on GCP, a third-party cloud,
+on-prem), preferably alongside the agent client’s web server.
+TODO: Add public documentation link for more information once available.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProviderScheme.type_">
+<span class="sig-name descname"><span class="pre">type_</span></span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProviderScheme.type_" title="Link to this definition">¶</a></dt>
+<dd><p>The type of the security scheme, always “gcpAuthProviderScheme”.</p>
+</dd></dl>
+
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcpAuthProviderScheme&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Agent Identity authentication scheme for Google Cloud Platform.\n\nAttributes:\n  name: The name of the GCP Auth Provider resource to use.\n  scopes: Optional. A list of OAuth2 scopes to request.\n  continue_uri: Optional. A type of redirect URI. It is distinct from the\n    standard OAuth2 redirect URI. Its purpose is to reauthenticate the user to\n    prevent phishing attacks and to finalize the managed OAuth flow. The\n    standard, Google-hosted OAuth2 redirect URI will redirect the user to this\n    continue URI. The agent will include this URI in every 3-legged OAuth\n    request sent to the upstream Agent Identity Credential service. Developers\n    must ensure this URI is hosted (e.g. on GCP, a third-party cloud,\n    on-prem), preferably alongside the agent client&#39;s web server.\n    TODO: Add public documentation link for more information once available.\n  type_: The type of the security scheme, always \&quot;gcpAuthProviderScheme\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;gcpAuthProviderScheme&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;gcpAuthProviderScheme&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;continueUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Continueuri&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">      </span><span class="s2">&quot;name&quot;</span>
+<span class="w">   </span><span class="p">]</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">continue_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">scopes</span> <span class="pre">(List[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">type_</span> <span class="pre">(Literal['gcpAuthProviderScheme'])</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id75">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">continue_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'continueUri')</span></em><a class="headerlink" href="#id75" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id76">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id76" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id77">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scopes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[List[str]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id77" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id78">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">type_</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Literal['gcpAuthProviderScheme']</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'gcpAuthProviderScheme'</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'type')</span></em><a class="headerlink" href="#id78" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="id79">
+<h1>google.adk.integrations.agent_identity module<a class="headerlink" href="#id79" title="Link to this heading">¶</a></h1>
+<dl class="py class" id="module-0">
+<dt class="sig sig-object py" id="id80">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.agent_identity.</span></span><span class="sig-name descname"><span class="pre">GcpAuthProvider</span></span><a class="headerlink" href="#id80" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAuthProvider</span></code></p>
+<p>An auth provider that uses Credentials service to generate access tokens.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="id81">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_auth_credential</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">auth_config</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id81" title="Link to this definition">¶</a></dt>
+<dd><p>Retrieves credentials using the Credentials service.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">AuthCredential</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>auth_config</strong> – The authentication configuration.</p></li>
+<li><p><strong>context</strong> – Optional context for the callback.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>An AuthCredential instance.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>ValueError</strong> – If auth_scheme is not a GcpAuthProviderScheme.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="id82">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">supported_auth_schemes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">type</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#id83" title="google.adk.integrations.agent_identity.gcp_auth_provider_scheme.GcpAuthProviderScheme"><span class="pre">GcpAuthProviderScheme</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="p"><span class="pre">...</span></span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#id82" title="Link to this definition">¶</a></dt>
+<dd><p>The AuthScheme types supported by this provider.</p>
+<p>Subclasses can override this to return a tuple of scheme types, enabling
+1-parameter registration.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="id83">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.agent_identity.</span></span><span class="sig-name descname"><span class="pre">GcpAuthProviderScheme</span></span><a class="headerlink" href="#id83" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CustomAuthScheme</span></code></p>
+<p>The Agent Identity authentication scheme for Google Cloud Platform.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="id84">
+<span class="sig-name descname"><span class="pre">name</span></span><a class="headerlink" href="#id84" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the GCP Auth Provider resource to use.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="id85">
+<span class="sig-name descname"><span class="pre">scopes</span></span><a class="headerlink" href="#id85" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. A list of OAuth2 scopes to request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="id86">
+<span class="sig-name descname"><span class="pre">continue_uri</span></span><a class="headerlink" href="#id86" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. A type of redirect URI. It is distinct from the
+standard OAuth2 redirect URI. Its purpose is to reauthenticate the user to
+prevent phishing attacks and to finalize the managed OAuth flow. The
+standard, Google-hosted OAuth2 redirect URI will redirect the user to this
+continue URI. The agent will include this URI in every 3-legged OAuth
+request sent to the upstream Agent Identity Credential service. Developers
+must ensure this URI is hosted (e.g. on GCP, a third-party cloud,
+on-prem), preferably alongside the agent client’s web server.
+TODO: Add public documentation link for more information once available.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="id87">
+<span class="sig-name descname"><span class="pre">type_</span></span><a class="headerlink" href="#id87" title="Link to this definition">¶</a></dt>
+<dd><p>The type of the security scheme, always “gcpAuthProviderScheme”.</p>
+</dd></dl>
+
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcpAuthProviderScheme&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Agent Identity authentication scheme for Google Cloud Platform.\n\nAttributes:\n  name: The name of the GCP Auth Provider resource to use.\n  scopes: Optional. A list of OAuth2 scopes to request.\n  continue_uri: Optional. A type of redirect URI. It is distinct from the\n    standard OAuth2 redirect URI. Its purpose is to reauthenticate the user to\n    prevent phishing attacks and to finalize the managed OAuth flow. The\n    standard, Google-hosted OAuth2 redirect URI will redirect the user to this\n    continue URI. The agent will include this URI in every 3-legged OAuth\n    request sent to the upstream Agent Identity Credential service. Developers\n    must ensure this URI is hosted (e.g. on GCP, a third-party cloud,\n    on-prem), preferably alongside the agent client&#39;s web server.\n    TODO: Add public documentation link for more information once available.\n  type_: The type of the security scheme, always \&quot;gcpAuthProviderScheme\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;gcpAuthProviderScheme&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;gcpAuthProviderScheme&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;continueUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Continueuri&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">      </span><span class="s2">&quot;name&quot;</span>
+<span class="w">   </span><span class="p">]</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">continue_uri</span> <span class="pre">(Optional[str])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">scopes</span> <span class="pre">(Optional[List[str]])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">type_</span> <span class="pre">(Literal['gcpAuthProviderScheme'])</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id88">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">continue_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'continueUri')</span></em><a class="headerlink" href="#id88" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id89">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id89" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id90">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scopes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[List[str]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id90" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id91">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">type_</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Literal['gcpAuthProviderScheme']</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'gcpAuthProviderScheme'</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'type')</span></em><a class="headerlink" href="#id91" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="google-adk-integrations-agent-registry-module">
+<h1>google.adk.integrations.agent_registry module<a class="headerlink" href="#google-adk-integrations-agent-registry-module" title="Link to this heading">¶</a></h1>
+<dl class="py class" id="module-google.adk.integrations.agent_registry">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.agent_registry.</span></span><span class="sig-name descname"><span class="pre">AgentRegistry</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">project_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">header_provider</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>Client for interacting with the Google Cloud Agent Registry service.</p>
+<p>Unlike a standard REST client library, this class provides higher-level
+abstractions for ADK integration. It surfaces the agent registry service
+methods along with helper methods like <cite>get_mcp_toolset</cite> and
+<cite>get_remote_a2a_agent</cite> that automatically resolve connection details and
+handle authentication to produce ready-to-use ADK components.</p>
+<p>Initializes the AgentRegistry client.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>project_id</strong> – The Google Cloud project ID.</p></li>
+<li><p><strong>location</strong> – The Google Cloud location (region).</p></li>
+<li><p><strong>header_provider</strong> – Optional provider for custom headers.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.get_agent_info">
+<span class="sig-name descname"><span class="pre">get_agent_info</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.get_agent_info" title="Link to this definition">¶</a></dt>
+<dd><p>Retrieves detailed metadata of a specific A2A Agent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.get_endpoint">
+<span class="sig-name descname"><span class="pre">get_endpoint</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.get_endpoint" title="Link to this definition">¶</a></dt>
+<dd><p>Retrieves details of a specific Endpoint.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Endpoint</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.get_mcp_server">
+<span class="sig-name descname"><span class="pre">get_mcp_server</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.get_mcp_server" title="Link to this definition">¶</a></dt>
+<dd><p>Retrieves details of a specific MCP Server.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.get_mcp_toolset">
+<span class="sig-name descname"><span class="pre">get_mcp_toolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mcp_server_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_scheme</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_credential</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">continue_uri</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.get_mcp_toolset" title="Link to this definition">¶</a></dt>
+<dd><p>Constructs an McpToolset from a registered MCP Server.</p>
+<p>If <cite>auth_scheme</cite> is omitted, it is automatically resolved from the server’s
+IAM bindings via <cite>GcpAuthProviderScheme</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.tools.mcp_tool.McpToolset" title="google.adk.tools.mcp_tool.mcp_toolset.McpToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">McpToolset</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>mcp_server_name</strong> – Resource name of the MCP Server.</p></li>
+<li><p><strong>auth_scheme</strong> – Optional auth scheme. Resolved via bindings if omitted.</p></li>
+<li><p><strong>auth_credential</strong> – Optional auth credential.</p></li>
+<li><p><strong>continue_uri</strong> – Optional continue URI to override what is in the auth
+provider.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>An McpToolset for the MCP server.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.get_model_name">
+<span class="sig-name descname"><span class="pre">get_model_name</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">endpoint_name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.get_model_name" title="Link to this definition">¶</a></dt>
+<dd><p>Retrieves and parses an endpoint into a model resource name.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>endpoint_name</strong> – The full resource name of the endpoint.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The resolved model resource name string (e.g.
+projects/…/locations/…/publishers/google/models/…).</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.get_remote_a2a_agent">
+<span class="sig-name descname"><span class="pre">get_remote_a2a_agent</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">agent_name</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">httpx_client</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.get_remote_a2a_agent" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a RemoteA2aAgent instance for a registered A2A Agent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">RemoteA2aAgent</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.list_agents">
+<span class="sig-name descname"><span class="pre">list_agents</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filter_str</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_token</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.list_agents" title="Link to this definition">¶</a></dt>
+<dd><p>Fetches a list of registered A2A Agents.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.list_endpoints">
+<span class="sig-name descname"><span class="pre">list_endpoints</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filter_str</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_token</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.list_endpoints" title="Link to this definition">¶</a></dt>
+<dd><p>Fetches a list of Endpoints.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.list_mcp_servers">
+<span class="sig-name descname"><span class="pre">list_mcp_servers</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filter_str</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_token</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.list_mcp_servers" title="Link to this definition">¶</a></dt>
+<dd><p>Fetches a list of MCP Servers.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="id92">
+<h1>google.adk.integrations.agent_registry module<a class="headerlink" href="#id92" title="Link to this heading">¶</a></h1>
+<dl class="py class" id="module-1">
+<dt class="sig sig-object py" id="id93">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.agent_registry.</span></span><span class="sig-name descname"><span class="pre">AgentRegistry</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">project_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">header_provider</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id93" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>Client for interacting with the Google Cloud Agent Registry service.</p>
+<p>Unlike a standard REST client library, this class provides higher-level
+abstractions for ADK integration. It surfaces the agent registry service
+methods along with helper methods like <cite>get_mcp_toolset</cite> and
+<cite>get_remote_a2a_agent</cite> that automatically resolve connection details and
+handle authentication to produce ready-to-use ADK components.</p>
+<p>Initializes the AgentRegistry client.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>project_id</strong> – The Google Cloud project ID.</p></li>
+<li><p><strong>location</strong> – The Google Cloud location (region).</p></li>
+<li><p><strong>header_provider</strong> – Optional provider for custom headers.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="id94">
+<span class="sig-name descname"><span class="pre">get_agent_info</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id94" title="Link to this definition">¶</a></dt>
+<dd><p>Retrieves detailed metadata of a specific A2A Agent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id95">
+<span class="sig-name descname"><span class="pre">get_endpoint</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id95" title="Link to this definition">¶</a></dt>
+<dd><p>Retrieves details of a specific Endpoint.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Endpoint</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id96">
+<span class="sig-name descname"><span class="pre">get_mcp_server</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id96" title="Link to this definition">¶</a></dt>
+<dd><p>Retrieves details of a specific MCP Server.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id97">
+<span class="sig-name descname"><span class="pre">get_mcp_toolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mcp_server_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_scheme</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_credential</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">continue_uri</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id97" title="Link to this definition">¶</a></dt>
+<dd><p>Constructs an McpToolset from a registered MCP Server.</p>
+<p>If <cite>auth_scheme</cite> is omitted, it is automatically resolved from the server’s
+IAM bindings via <cite>GcpAuthProviderScheme</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.tools.mcp_tool.McpToolset" title="google.adk.tools.mcp_tool.mcp_toolset.McpToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">McpToolset</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>mcp_server_name</strong> – Resource name of the MCP Server.</p></li>
+<li><p><strong>auth_scheme</strong> – Optional auth scheme. Resolved via bindings if omitted.</p></li>
+<li><p><strong>auth_credential</strong> – Optional auth credential.</p></li>
+<li><p><strong>continue_uri</strong> – Optional continue URI to override what is in the auth
+provider.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>An McpToolset for the MCP server.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id98">
+<span class="sig-name descname"><span class="pre">get_model_name</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">endpoint_name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id98" title="Link to this definition">¶</a></dt>
+<dd><p>Retrieves and parses an endpoint into a model resource name.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>endpoint_name</strong> – The full resource name of the endpoint.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The resolved model resource name string (e.g.
+projects/…/locations/…/publishers/google/models/…).</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id99">
+<span class="sig-name descname"><span class="pre">get_remote_a2a_agent</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">agent_name</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">httpx_client</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id99" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a RemoteA2aAgent instance for a registered A2A Agent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">RemoteA2aAgent</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id100">
+<span class="sig-name descname"><span class="pre">list_agents</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filter_str</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_token</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id100" title="Link to this definition">¶</a></dt>
+<dd><p>Fetches a list of registered A2A Agents.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id101">
+<span class="sig-name descname"><span class="pre">list_endpoints</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filter_str</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_token</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id101" title="Link to this definition">¶</a></dt>
+<dd><p>Fetches a list of Endpoints.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id102">
+<span class="sig-name descname"><span class="pre">list_mcp_servers</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filter_str</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_token</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id102" title="Link to this definition">¶</a></dt>
+<dd><p>Fetches a list of MCP Servers.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="google-adk-integrations-api-registry-module">
+<h1>google.adk.integrations.api_registry module<a class="headerlink" href="#google-adk-integrations-api-registry-module" title="Link to this heading">¶</a></h1>
+<dl class="py class" id="module-google.adk.integrations.api_registry">
+<dt class="sig sig-object py" id="google.adk.integrations.api_registry.ApiRegistry">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.api_registry.</span></span><span class="sig-name descname"><span class="pre">ApiRegistry</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">api_registry_project_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'global'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">header_provider</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.api_registry.ApiRegistry" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>Registry that provides McpToolsets for MCP servers registered in API Registry.</p>
+<p>Initialize the API Registry.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>api_registry_project_id</strong> – The project ID for the Google Cloud API Registry.</p></li>
+<li><p><strong>location</strong> – The location of the API Registry resources.</p></li>
+<li><p><strong>header_provider</strong> – Optional function to provide additional headers for MCP
+server calls.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.api_registry.ApiRegistry.get_toolset">
+<span class="sig-name descname"><span class="pre">get_toolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mcp_server_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_filter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_name_prefix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.api_registry.ApiRegistry.get_toolset" title="Link to this definition">¶</a></dt>
+<dd><p>Return the MCP Toolset based on the params.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.tools.mcp_tool.McpToolset" title="google.adk.tools.mcp_tool.mcp_toolset.McpToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">McpToolset</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>mcp_server_name</strong> – Filter to select the MCP server name to get tools from.</p></li>
+<li><p><strong>tool_filter</strong> – Optional filter to select specific tools. Can be a list of
+tool names or a ToolPredicate function.</p></li>
+<li><p><strong>tool_name_prefix</strong> – Optional prefix to prepend to the names of the tools
+returned by the toolset.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A toolset for the MCP server specified.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><a class="reference internal" href="#google.adk.tools.McpToolset" title="google.adk.tools.McpToolset">McpToolset</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="id103">
+<h1>google.adk.integrations.api_registry module<a class="headerlink" href="#id103" title="Link to this heading">¶</a></h1>
+<dl class="py class" id="module-2">
+<dt class="sig sig-object py" id="id104">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.api_registry.</span></span><span class="sig-name descname"><span class="pre">ApiRegistry</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">api_registry_project_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'global'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">header_provider</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id104" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>Registry that provides McpToolsets for MCP servers registered in API Registry.</p>
+<p>Initialize the API Registry.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>api_registry_project_id</strong> – The project ID for the Google Cloud API Registry.</p></li>
+<li><p><strong>location</strong> – The location of the API Registry resources.</p></li>
+<li><p><strong>header_provider</strong> – Optional function to provide additional headers for MCP
+server calls.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="id105">
+<span class="sig-name descname"><span class="pre">get_toolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mcp_server_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_filter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_name_prefix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id105" title="Link to this definition">¶</a></dt>
+<dd><p>Return the MCP Toolset based on the params.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.tools.mcp_tool.McpToolset" title="google.adk.tools.mcp_tool.mcp_toolset.McpToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">McpToolset</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>mcp_server_name</strong> – Filter to select the MCP server name to get tools from.</p></li>
+<li><p><strong>tool_filter</strong> – Optional filter to select specific tools. Can be a list of
+tool names or a ToolPredicate function.</p></li>
+<li><p><strong>tool_name_prefix</strong> – Optional prefix to prepend to the names of the tools
+returned by the toolset.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A toolset for the MCP server specified.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><a class="reference internal" href="#google.adk.tools.McpToolset" title="google.adk.tools.McpToolset">McpToolset</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-google.adk.integrations.bigquery">
+<span id="google-adk-integrations-bigquery-module"></span><h1>google.adk.integrations.bigquery module<a class="headerlink" href="#module-google.adk.integrations.bigquery" title="Link to this heading">¶</a></h1>
+<p>BigQuery Integration.</p>
+<p>This module provides tools and skills for interacting with BigQuery.</p>
+</section>
+<section id="id106">
+<h1>google.adk.integrations.bigquery module<a class="headerlink" href="#id106" title="Link to this heading">¶</a></h1>
+<p id="module-3">BigQuery Integration.</p>
+<p>This module provides tools and skills for interacting with BigQuery.</p>
+</section>
+<section id="module-google.adk.integrations.crewai">
+<span id="google-adk-integrations-crewai-module"></span><h1>google.adk.integrations.crewai module<a class="headerlink" href="#module-google.adk.integrations.crewai" title="Link to this heading">¶</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiTool">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.crewai.</span></span><span class="sig-name descname"><span class="pre">CrewaiTool</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tool</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiTool" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.tools.function_tool.FunctionTool" title="google.adk.tools.function_tool.FunctionTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionTool</span></code></a></p>
+<p>Use this class to wrap a CrewAI tool.</p>
+<p>If the original tool name and description are not suitable, you can override
+them in the constructor.</p>
+<p>Initializes the FunctionTool. Extracts metadata from a callable object.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>func</strong> – The function to wrap.</p></li>
+<li><p><strong>require_confirmation</strong> – Whether this tool requires confirmation. A boolean or
+a callable that takes the function’s arguments and returns a boolean. If
+the callable returns True, the tool will require confirmation from the
+user.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiTool.from_config">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">config</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config_abs_path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiTool.from_config" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a tool instance from a config.</p>
+<p>This default implementation uses inspect to automatically map config values
+to constructor arguments based on their type hints. Subclasses should
+override this method for custom initialization logic.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.tools.crewai_tool.CrewaiTool" title="google.adk.integrations.crewai.crewai_tool.CrewaiTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">CrewaiTool</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>config</strong> – The config for the tool.</p></li>
+<li><p><strong>config_abs_path</strong> – The absolute path to the config file that contains the
+tool config.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The tool instance.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiTool.run_async">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">run_async</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_context</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiTool.run_async" title="Link to this definition">¶</a></dt>
+<dd><p>Override run_async to handle CrewAI-specific parameter filtering.</p>
+<p>CrewAI tools use <a href="#id107"><span class="problematic" id="id108">**</span></a>kwargs pattern, so we need special parameter filtering
+logic that allows all parameters to pass through while removing only
+reserved parameters like ‘self’ and ‘tool_context’.</p>
+<p>Note: ‘tool_context’ is removed from the initial args dictionary to prevent
+duplicates, but is re-added if the function signature explicitly requires it
+as a parameter.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiTool.tool">
+<span class="sig-name descname"><span class="pre">tool</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">CrewaiBaseTool</span></em><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiTool.tool" title="Link to this definition">¶</a></dt>
+<dd><p>The wrapped CrewAI tool.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiToolConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.crewai.</span></span><span class="sig-name descname"><span class="pre">CrewaiToolConfig</span></span><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiToolConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.tools.tool_configs.BaseToolConfig" title="google.adk.tools.tool_configs.BaseToolConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseToolConfig</span></code></a></p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CrewaiToolConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">      </span><span class="s2">&quot;tool&quot;</span>
+<span class="w">   </span><span class="p">]</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">description</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool</span> <span class="pre">(str)</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiToolConfig.description">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiToolConfig.description" title="Link to this definition">¶</a></dt>
+<dd><p>The description of the tool.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiToolConfig.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiToolConfig.name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the tool.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiToolConfig.tool">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiToolConfig.tool" title="Link to this definition">¶</a></dt>
+<dd><p>The fully qualified path of the CrewAI tool instance.</p>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="id109">
+<h1>google.adk.integrations.crewai module<a class="headerlink" href="#id109" title="Link to this heading">¶</a></h1>
+<dl class="py class" id="module-4">
+<dt class="sig sig-object py" id="id110">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.crewai.</span></span><span class="sig-name descname"><span class="pre">CrewaiTool</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tool</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id110" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.tools.function_tool.FunctionTool" title="google.adk.tools.function_tool.FunctionTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionTool</span></code></a></p>
+<p>Use this class to wrap a CrewAI tool.</p>
+<p>If the original tool name and description are not suitable, you can override
+them in the constructor.</p>
+<p>Initializes the FunctionTool. Extracts metadata from a callable object.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>func</strong> – The function to wrap.</p></li>
+<li><p><strong>require_confirmation</strong> – Whether this tool requires confirmation. A boolean or
+a callable that takes the function’s arguments and returns a boolean. If
+the callable returns True, the tool will require confirmation from the
+user.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiTool.description">
+<span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiTool.description" title="Link to this definition">¶</a></dt>
+<dd><p>The description of the tool.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id111">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">config</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config_abs_path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id111" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a tool instance from a config.</p>
+<p>This default implementation uses inspect to automatically map config values
+to constructor arguments based on their type hints. Subclasses should
+override this method for custom initialization logic.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.tools.crewai_tool.CrewaiTool" title="google.adk.integrations.crewai.crewai_tool.CrewaiTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">CrewaiTool</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>config</strong> – The config for the tool.</p></li>
+<li><p><strong>config_abs_path</strong> – The absolute path to the config file that contains the
+tool config.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The tool instance.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiTool.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiTool.name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the tool.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id112">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">run_async</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_context</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id112" title="Link to this definition">¶</a></dt>
+<dd><p>Override run_async to handle CrewAI-specific parameter filtering.</p>
+<p>CrewAI tools use <a href="#id113"><span class="problematic" id="id114">**</span></a>kwargs pattern, so we need special parameter filtering
+logic that allows all parameters to pass through while removing only
+reserved parameters like ‘self’ and ‘tool_context’.</p>
+<p>Note: ‘tool_context’ is removed from the initial args dictionary to prevent
+duplicates, but is re-added if the function signature explicitly requires it
+as a parameter.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="id115">
+<span class="sig-name descname"><span class="pre">tool</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">CrewaiBaseTool</span></em><a class="headerlink" href="#id115" title="Link to this definition">¶</a></dt>
+<dd><p>The wrapped CrewAI tool.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="id116">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.crewai.</span></span><span class="sig-name descname"><span class="pre">CrewaiToolConfig</span></span><a class="headerlink" href="#id116" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.tools.tool_configs.BaseToolConfig" title="google.adk.tools.tool_configs.BaseToolConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseToolConfig</span></code></a></p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CrewaiToolConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">      </span><span class="s2">&quot;input&quot;</span><span class="p">,</span>
-<span class="w">      </span><span class="s2">&quot;output&quot;</span>
+<span class="w">      </span><span class="s2">&quot;tool&quot;</span>
 <span class="w">   </span><span class="p">]</span>
 <span class="p">}</span>
 </pre></div>
@@ -26072,49 +30532,167 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">input</span> <span class="pre">(google.genai.types.Content)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output</span> <span class="pre">(list[google.genai.types.Content])</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">description</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool</span> <span class="pre">(str)</span></code></p></li>
 </ul>
 </dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id35">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">types.Content</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id35" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
+<dt class="sig sig-object py" id="id117">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#id117" title="Link to this definition">¶</a></dt>
+<dd><p>The description of the tool.</p>
+</dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id36">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">list[types.Content]</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id36" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
+<dt class="sig sig-object py" id="id118">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#id118" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the tool.</p>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id119">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id119" title="Link to this definition">¶</a></dt>
+<dd><p>The fully qualified path of the CrewAI tool instance.</p>
+</dd></dl>
 
 </dd></dl>
 
+</section>
+<section id="module-google.adk.integrations.e2b">
+<span id="google-adk-integrations-e2b-module"></span><h1>google.adk.integrations.e2b module<a class="headerlink" href="#module-google.adk.integrations.e2b" title="Link to this heading">¶</a></h1>
+<p>E2B sandbox integration.</p>
+<p>This module provides a BaseEnvironment implementation backed by an E2B
+remote sandbox, offering a persistent remote workspace for file CRUD,
+shell execution, and on-demand software installs.</p>
+<p>Requires the <code class="docutils literal notranslate"><span class="pre">e2b</span></code> extra: <code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">google-adk[e2b]</span></code>.</p>
+<p class="rubric">Example</p>
+<p><a href="#id120"><span class="problematic" id="id121">``</span></a><a href="#id122"><span class="problematic" id="id123">`</span></a>python
+from google.adk.integrations.e2b import E2BEnvironment</p>
+<p>env = E2BEnvironment(image=”base”, timeout=300)
+await env.initialize()
+result = await env.execute(“pip install requests”)
+await env.close()
+<a href="#id124"><span class="problematic" id="id125">``</span></a><a href="#id126"><span class="problematic" id="id127">`</span></a></p>
 <dl class="py class">
-<dt class="sig sig-object py" id="google.adk.examples.VertexAiExampleStore">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.examples.</span></span><span class="sig-name descname"><span class="pre">VertexAiExampleStore</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">examples_store_name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.examples.VertexAiExampleStore" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#google.adk.examples.BaseExampleProvider" title="google.adk.examples.base_example_provider.BaseExampleProvider"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseExampleProvider</span></code></a></p>
-<p>Provides examples from Vertex example store.</p>
-<p>Initializes the VertexAiExampleStore.</p>
+<dt class="sig sig-object py" id="google.adk.integrations.e2b.E2BEnvironment">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.e2b.</span></span><span class="sig-name descname"><span class="pre">E2BEnvironment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">image</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'base'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">300</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">env_vars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.e2b.E2BEnvironment" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.environment.BaseEnvironment" title="google.adk.environment._base_environment.BaseEnvironment"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseEnvironment</span></code></a></p>
+<p>A persistent remote workspace backed by an E2B sandbox.</p>
+<p>Provides file CRUD, shell execution, and on-demand software installs
+(e.g. <code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span></code>, <code class="docutils literal notranslate"><span class="pre">apt</span> <span class="pre">install</span></code>) inside an isolated remote
+sandbox.</p>
+<p>One sandbox is created on <code class="docutils literal notranslate"><span class="pre">initialize()</span></code> and killed on <code class="docutils literal notranslate"><span class="pre">close()</span></code>.
+The sandbox has a bounded time-to-live (<code class="docutils literal notranslate"><span class="pre">timeout</span></code>) to cap credit
+usage.  Every operation extends the TTL so an actively used workspace
+never expires mid-use; once it does expire after genuine idle, the next
+operation transparently recreates a fresh sandbox (workspace state such
+as installs and files is lost).</p>
+<p>Requires the <code class="docutils literal notranslate"><span class="pre">e2b</span></code> extra: <code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">google-adk[e2b]</span></code>.</p>
+<p>Create an E2B environment.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>examples_store_name</strong> – The resource name of the vertex example store, in
-the format of
-<code class="docutils literal notranslate"><span class="pre">projects/{project}/locations/{location}/exampleStores/{example_store}</span></code>.</p>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>image</strong> – E2B template name or ID used to create the sandbox.  Defaults
+to E2B’s public <code class="docutils literal notranslate"><span class="pre">base</span></code> template, available to every user.</p></li>
+<li><p><strong>timeout</strong> – Sandbox time-to-live in seconds.  The TTL is reset on every
+operation.  Defaults to 300 seconds.</p></li>
+<li><p><strong>api_key</strong> – E2B API key.  If <code class="docutils literal notranslate"><span class="pre">None</span></code>, the <code class="docutils literal notranslate"><span class="pre">E2B_API_KEY</span></code> environment
+variable is used.</p></li>
+<li><p><strong>env_vars</strong> – Environment variables set inside the sandbox.</p></li>
+</ul>
 </dd>
 </dl>
 <dl class="py method">
-<dt class="sig sig-object py" id="google.adk.examples.VertexAiExampleStore.get_examples">
-<span class="sig-name descname"><span class="pre">get_examples</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.examples.VertexAiExampleStore.get_examples" title="Link to this definition">¶</a></dt>
-<dd><p>Returns a list of examples for a given query.</p>
+<dt class="sig sig-object py" id="google.adk.integrations.e2b.E2BEnvironment.close">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.e2b.E2BEnvironment.close" title="Link to this definition">¶</a></dt>
+<dd><p>Release resources held by the environment.</p>
+<p>Called when the environment is no longer needed. The default
+implementation is a no-op. Sub-classes should ensure this method is
+idempotent.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<a class="reference internal" href="#google.adk.examples.Example" title="google.adk.examples.example.Example"><code class="xref py py-class docutils literal notranslate"><span class="pre">Example</span></code></a>]</span></p>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.e2b.E2BEnvironment.execute">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">execute</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">command</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.e2b.E2BEnvironment.execute" title="Link to this definition">¶</a></dt>
+<dd><p>Execute a shell command in the working directory.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.environment.ExecutionResult" title="google.adk.environment._base_environment.ExecutionResult"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExecutionResult</span></code></a></span></p>
 </dd>
 <dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><p><strong>query</strong> – The query to get examples for.</p>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>command</strong> – The shell command string to execute.</p></li>
+<li><p><strong>timeout</strong> – Maximum execution time in seconds.  <code class="docutils literal notranslate"><span class="pre">None</span></code> means
+no limit.</p></li>
+</ul>
 </dd>
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>A list of Example objects.</p>
+<dd class="field-odd"><p>An <code class="docutils literal notranslate"><span class="pre">ExecutionResult</span></code> with exit code, stdout, stderr, and
+timeout status.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.e2b.E2BEnvironment.initialize">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initialize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.e2b.E2BEnvironment.initialize" title="Link to this definition">¶</a></dt>
+<dd><p>Initialize the environment (e.g. create working directory).</p>
+<p>Called before first use. The default implementation is a
+no-op. Sub-classes should ensure this method is idempotent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.e2b.E2BEnvironment.read_file">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">read_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.e2b.E2BEnvironment.read_file" title="Link to this definition">¶</a></dt>
+<dd><p>Read a file from the environment filesystem.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>path</strong> – Absolute or working-dir-relative path to the file.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The raw file contents as bytes.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>FileNotFoundError</strong> – If the file does not exist.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.integrations.e2b.E2BEnvironment.working_dir">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">working_dir</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Path</span></em><a class="headerlink" href="#google.adk.integrations.e2b.E2BEnvironment.working_dir" title="Link to this definition">¶</a></dt>
+<dd><p>The absolute path to the environment’s working directory.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.e2b.E2BEnvironment.write_file">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">write_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">content</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.e2b.E2BEnvironment.write_file" title="Link to this definition">¶</a></dt>
+<dd><p>Write content to a file in the environment’s filesystem.</p>
+<p>Parent directories are created automatically if they do not
+exist.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>path</strong> – Absolute or working-dir-relative path to the file.</p></li>
+<li><p><strong>content</strong> – The string or raw bytes to write.</p></li>
+</ul>
 </dd>
 </dl>
 </dd></dl>
@@ -26122,311 +30700,500 @@ <h1>google.adk.code_executors module<a class="headerlink" href="#google-adk-code
 </dd></dl>
 
 </section>
-<section id="module-google.adk.flows">
-<span id="google-adk-flows-module"></span><h1>google.adk.flows module<a class="headerlink" href="#module-google.adk.flows" title="Link to this heading">¶</a></h1>
-</section>
-<section id="google-adk-integrations-agent-identity-module">
-<h1>google.adk.integrations.agent_identity module<a class="headerlink" href="#google-adk-integrations-agent-identity-module" title="Link to this heading">¶</a></h1>
-<dl class="py class" id="module-google.adk.integrations.agent_identity">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProvider">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.agent_identity.</span></span><span class="sig-name descname"><span class="pre">GcpAuthProvider</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">client</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProvider" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseAuthProvider</span></code></p>
-<p>An auth provider that uses the Agent Identity Credentials service to generate access tokens.</p>
+<section id="id128">
+<h1>google.adk.integrations.e2b module<a class="headerlink" href="#id128" title="Link to this heading">¶</a></h1>
+<p id="module-5">E2B sandbox integration.</p>
+<p>This module provides a BaseEnvironment implementation backed by an E2B
+remote sandbox, offering a persistent remote workspace for file CRUD,
+shell execution, and on-demand software installs.</p>
+<p>Requires the <code class="docutils literal notranslate"><span class="pre">e2b</span></code> extra: <code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">google-adk[e2b]</span></code>.</p>
+<p class="rubric">Example</p>
+<p><a href="#id129"><span class="problematic" id="id130">``</span></a><a href="#id131"><span class="problematic" id="id132">`</span></a>python
+from google.adk.integrations.e2b import E2BEnvironment</p>
+<p>env = E2BEnvironment(image=”base”, timeout=300)
+await env.initialize()
+result = await env.execute(“pip install requests”)
+await env.close()
+<a href="#id133"><span class="problematic" id="id134">``</span></a><a href="#id135"><span class="problematic" id="id136">`</span></a></p>
+<dl class="py class">
+<dt class="sig sig-object py" id="id137">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.e2b.</span></span><span class="sig-name descname"><span class="pre">E2BEnvironment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">image</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'base'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">300</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">env_vars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id137" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.environment.BaseEnvironment" title="google.adk.environment._base_environment.BaseEnvironment"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseEnvironment</span></code></a></p>
+<p>A persistent remote workspace backed by an E2B sandbox.</p>
+<p>Provides file CRUD, shell execution, and on-demand software installs
+(e.g. <code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span></code>, <code class="docutils literal notranslate"><span class="pre">apt</span> <span class="pre">install</span></code>) inside an isolated remote
+sandbox.</p>
+<p>One sandbox is created on <code class="docutils literal notranslate"><span class="pre">initialize()</span></code> and killed on <code class="docutils literal notranslate"><span class="pre">close()</span></code>.
+The sandbox has a bounded time-to-live (<code class="docutils literal notranslate"><span class="pre">timeout</span></code>) to cap credit
+usage.  Every operation extends the TTL so an actively used workspace
+never expires mid-use; once it does expire after genuine idle, the next
+operation transparently recreates a fresh sandbox (workspace state such
+as installs and files is lost).</p>
+<p>Requires the <code class="docutils literal notranslate"><span class="pre">e2b</span></code> extra: <code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">google-adk[e2b]</span></code>.</p>
+<p>Create an E2B environment.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>image</strong> – E2B template name or ID used to create the sandbox.  Defaults
+to E2B’s public <code class="docutils literal notranslate"><span class="pre">base</span></code> template, available to every user.</p></li>
+<li><p><strong>timeout</strong> – Sandbox time-to-live in seconds.  The TTL is reset on every
+operation.  Defaults to 300 seconds.</p></li>
+<li><p><strong>api_key</strong> – E2B API key.  If <code class="docutils literal notranslate"><span class="pre">None</span></code>, the <code class="docutils literal notranslate"><span class="pre">E2B_API_KEY</span></code> environment
+variable is used.</p></li>
+<li><p><strong>env_vars</strong> – Environment variables set inside the sandbox.</p></li>
+</ul>
+</dd>
+</dl>
 <dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProvider.get_auth_credential">
-<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_auth_credential</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">auth_config</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProvider.get_auth_credential" title="Link to this definition">¶</a></dt>
-<dd><p>Retrieves credentials using the Agent Identity Credentials service.</p>
+<dt class="sig sig-object py" id="id138">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id138" title="Link to this definition">¶</a></dt>
+<dd><p>Release resources held by the environment.</p>
+<p>Called when the environment is no longer needed. The default
+implementation is a no-op. Sub-classes should ensure this method is
+idempotent.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">AuthCredential</span></code></span></p>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id139">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">execute</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">command</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id139" title="Link to this definition">¶</a></dt>
+<dd><p>Execute a shell command in the working directory.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.environment.ExecutionResult" title="google.adk.environment._base_environment.ExecutionResult"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExecutionResult</span></code></a></span></p>
 </dd>
 <dt class="field-even">Parameters<span class="colon">:</span></dt>
 <dd class="field-even"><ul class="simple">
-<li><p><strong>auth_config</strong> – The authentication configuration.</p></li>
-<li><p><strong>context</strong> – Optional context for the callback.</p></li>
+<li><p><strong>command</strong> – The shell command string to execute.</p></li>
+<li><p><strong>timeout</strong> – Maximum execution time in seconds.  <code class="docutils literal notranslate"><span class="pre">None</span></code> means
+no limit.</p></li>
 </ul>
 </dd>
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>An AuthCredential instance.</p>
+<dd class="field-odd"><p>An <code class="docutils literal notranslate"><span class="pre">ExecutionResult</span></code> with exit code, stdout, stderr, and
+timeout status.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id140">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initialize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id140" title="Link to this definition">¶</a></dt>
+<dd><p>Initialize the environment (e.g. create working directory).</p>
+<p>Called before first use. The default implementation is a
+no-op. Sub-classes should ensure this method is idempotent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id141">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">read_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id141" title="Link to this definition">¶</a></dt>
+<dd><p>Read a file from the environment filesystem.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>path</strong> – Absolute or working-dir-relative path to the file.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The raw file contents as bytes.</p>
 </dd>
 <dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>FileNotFoundError</strong> – If the file does not exist.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="id142">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">working_dir</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Path</span></em><a class="headerlink" href="#id142" title="Link to this definition">¶</a></dt>
+<dd><p>The absolute path to the environment’s working directory.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id143">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">write_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">content</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id143" title="Link to this definition">¶</a></dt>
+<dd><p>Write content to a file in the environment’s filesystem.</p>
+<p>Parent directories are created automatically if they do not
+exist.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
 <dd class="field-even"><ul class="simple">
-<li><p><strong>ValueError</strong> – If auth_scheme is not a GcpAuthProviderScheme.</p></li>
-<li><p><strong>RuntimeError</strong> – If credential retrieval or polling fails.</p></li>
+<li><p><strong>path</strong> – Absolute or working-dir-relative path to the file.</p></li>
+<li><p><strong>content</strong> – The string or raw bytes to write.</p></li>
 </ul>
 </dd>
 </dl>
 </dd></dl>
 
-<dl class="py property">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProvider.supported_auth_schemes">
-<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">supported_auth_schemes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">type</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#google.adk.integrations.agent_identity.GcpAuthProviderScheme" title="google.adk.integrations.agent_identity.gcp_auth_provider_scheme.GcpAuthProviderScheme"><span class="pre">GcpAuthProviderScheme</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="p"><span class="pre">...</span></span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProvider.supported_auth_schemes" title="Link to this definition">¶</a></dt>
-<dd><p>The AuthScheme types supported by this provider.</p>
-<p>Subclasses can override this to return a tuple of scheme types, enabling
-1-parameter registration.</p>
+</dd></dl>
+
+</section>
+<section id="module-google.adk.integrations.firestore">
+<span id="google-adk-integrations-firestore-module"></span><h1>google.adk.integrations.firestore module<a class="headerlink" href="#module-google.adk.integrations.firestore" title="Link to this heading">¶</a></h1>
+</section>
+<section id="id144">
+<h1>google.adk.integrations.firestore module<a class="headerlink" href="#id144" title="Link to this heading">¶</a></h1>
+</section>
+<section id="module-google.adk.integrations.gcs">
+<span id="google-adk-integrations-gcs-module"></span><span id="module-6"></span><h1>google.adk.integrations.gcs module<a class="headerlink" href="#module-google.adk.integrations.gcs" title="Link to this heading">¶</a></h1>
+<p>GCS Tools (Experimental).</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.integrations.gcs.GCSAdminToolset">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.gcs.</span></span><span class="sig-name descname"><span class="pre">GCSAdminToolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_filter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">credentials_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gcs_tool_settings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.gcs.GCSAdminToolset" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.tools.base_toolset.BaseToolset" title="google.adk.tools.base_toolset.BaseToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseToolset</span></code></a></p>
+<p>GCS Admin Toolset contains tools for interacting with GCS admin tasks.</p>
+<dl class="simple">
+<dt>The tool names are:</dt><dd><ul class="simple">
+<li><p>create_bucket</p></li>
+<li><p>update_bucket</p></li>
+<li><p>delete_bucket</p></li>
+<li><p>list_buckets</p></li>
+</ul>
+</dd>
+</dl>
+<p>Initialize the toolset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>tool_filter</strong> – Filter to apply to tools.</p></li>
+<li><p><strong>tool_name_prefix</strong> – The prefix to prepend to the names of the tools returned by the toolset.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.gcs.GCSAdminToolset.get_tools">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_tools</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">readonly_context</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.gcs.GCSAdminToolset.get_tools" title="Link to this definition">¶</a></dt>
+<dd><p>Get tools from the toolset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<a class="reference internal" href="#google.adk.tools.base_tool.BaseTool" title="google.adk.tools.base_tool.BaseTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseTool</span></code></a>]</span></p>
+</dd>
+</dl>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProviderScheme">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.agent_identity.</span></span><span class="sig-name descname"><span class="pre">GcpAuthProviderScheme</span></span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProviderScheme" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CustomAuthScheme</span></code></p>
-<p>The Agent Identity authentication scheme for Google Cloud Platform.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProviderScheme.name">
-<span class="sig-name descname"><span class="pre">name</span></span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProviderScheme.name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the GCP Auth Provider resource to use.</p>
+<dt class="sig sig-object py" id="google.adk.integrations.gcs.GCSCredentialsConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.gcs.</span></span><span class="sig-name descname"><span class="pre">GCSCredentialsConfig</span></span><a class="headerlink" href="#google.adk.integrations.gcs.GCSCredentialsConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseGoogleCredentialsConfig</span></code></p>
+<p>GCS Credentials Configuration for Google API tools (Experimental).</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GCSCredentialsConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;credentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentials&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;external_access_token_key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;External Access Token Key&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;client_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Client Id&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;client_secret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Client Secret&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><p></p></dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">__post_init__</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.gcs.GCSCredentialsConfig.model_post_init">
+<span class="sig-name descname"><span class="pre">model_post_init</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span></em>, <em class="sig-param"><span class="positional-only-separator o"><abbr title="Positional-only parameter separator (PEP 570)"><span class="pre">/</span></abbr></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.gcs.GCSCredentialsConfig.model_post_init" title="Link to this definition">¶</a></dt>
+<dd><p>This function is meant to behave like a BaseModel method to initialise private attributes.</p>
+<p>It takes context as an argument since that’s what pydantic-core passes when calling it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>self</strong> – The BaseModel instance.</p></li>
+<li><p><strong>context</strong> – The context.</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProviderScheme.scopes">
-<span class="sig-name descname"><span class="pre">scopes</span></span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProviderScheme.scopes" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. A list of OAuth2 scopes to request.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProviderScheme.continue_uri">
-<span class="sig-name descname"><span class="pre">continue_uri</span></span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProviderScheme.continue_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. A type of redirect URI. It is distinct from the
-standard OAuth2 redirect URI. Its purpose is to reauthenticate the user to
-prevent phishing attacks and to finalize the managed OAuth flow. The
-standard, Google-hosted OAuth2 redirect URI will redirect the user to this
-continue URI. The agent will include this URI in every 3-legged OAuth
-request sent to the upstream Agent Identity Credential service. Developers
-must ensure this URI is hosted (e.g. on GCP, a third-party cloud,
-on-prem), preferably alongside the agent client’s web server.
-TODO: Add public documentation link for more information once available.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.integrations.gcs.GCSToolset">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.gcs.</span></span><span class="sig-name descname"><span class="pre">GCSToolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_filter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">credentials_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gcs_tool_settings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.gcs.GCSToolset" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.tools.base_toolset.BaseToolset" title="google.adk.tools.base_toolset.BaseToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseToolset</span></code></a></p>
+<p>GCS Toolset contains tools for interacting with GCS storage.</p>
+<dl class="simple">
+<dt>The tool names are:</dt><dd><ul class="simple">
+<li><p>get_bucket</p></li>
+<li><p>create_object</p></li>
+<li><p>get_object_data</p></li>
+<li><p>get_object_metadata</p></li>
+<li><p>list_objects</p></li>
+<li><p>delete_objects</p></li>
+</ul>
+</dd>
+</dl>
+<p>Initialize the toolset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>tool_filter</strong> – Filter to apply to tools.</p></li>
+<li><p><strong>tool_name_prefix</strong> – The prefix to prepend to the names of the tools returned by the toolset.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.integrations.gcs.GCSToolset.get_tools">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_tools</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">readonly_context</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.gcs.GCSToolset.get_tools" title="Link to this definition">¶</a></dt>
+<dd><p>Get tools from the toolset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<a class="reference internal" href="#google.adk.tools.base_tool.BaseTool" title="google.adk.tools.base_tool.BaseTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseTool</span></code></a>]</span></p>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_identity.GcpAuthProviderScheme.type_">
-<span class="sig-name descname"><span class="pre">type_</span></span><a class="headerlink" href="#google.adk.integrations.agent_identity.GcpAuthProviderScheme.type_" title="Link to this definition">¶</a></dt>
-<dd><p>The type of the security scheme, always “gcpAuthProviderScheme”.</p>
 </dd></dl>
 
+</section>
+<section id="id145">
+<h1>google.adk.integrations.gcs module<a class="headerlink" href="#id145" title="Link to this heading">¶</a></h1>
+<p id="module-7">GCS Tools (Experimental).</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="id146">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.gcs.</span></span><span class="sig-name descname"><span class="pre">GCSAdminToolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_filter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">credentials_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gcs_tool_settings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id146" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.tools.base_toolset.BaseToolset" title="google.adk.tools.base_toolset.BaseToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseToolset</span></code></a></p>
+<p>GCS Admin Toolset contains tools for interacting with GCS admin tasks.</p>
+<dl class="simple">
+<dt>The tool names are:</dt><dd><ul class="simple">
+<li><p>create_bucket</p></li>
+<li><p>update_bucket</p></li>
+<li><p>delete_bucket</p></li>
+<li><p>list_buckets</p></li>
+</ul>
+</dd>
+</dl>
+<p>Initialize the toolset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>tool_filter</strong> – Filter to apply to tools.</p></li>
+<li><p><strong>tool_name_prefix</strong> – The prefix to prepend to the names of the tools returned by the toolset.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="id147">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_tools</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">readonly_context</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id147" title="Link to this definition">¶</a></dt>
+<dd><p>Get tools from the toolset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<a class="reference internal" href="#google.adk.tools.base_tool.BaseTool" title="google.adk.tools.base_tool.BaseTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseTool</span></code></a>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="id148">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.gcs.</span></span><span class="sig-name descname"><span class="pre">GCSCredentialsConfig</span></span><a class="headerlink" href="#id148" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseGoogleCredentialsConfig</span></code></p>
+<p>GCS Credentials Configuration for Google API tools (Experimental).</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcpAuthProviderScheme&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Agent Identity authentication scheme for Google Cloud Platform.\n\nAttributes:\n  name: The name of the GCP Auth Provider resource to use.\n  scopes: Optional. A list of OAuth2 scopes to request.\n  continue_uri: Optional. A type of redirect URI. It is distinct from the\n    standard OAuth2 redirect URI. Its purpose is to reauthenticate the user to\n    prevent phishing attacks and to finalize the managed OAuth flow. The\n    standard, Google-hosted OAuth2 redirect URI will redirect the user to this\n    continue URI. The agent will include this URI in every 3-legged OAuth\n    request sent to the upstream Agent Identity Credential service. Developers\n    must ensure this URI is hosted (e.g. on GCP, a third-party cloud,\n    on-prem), preferably alongside the agent client&#39;s web server.\n    TODO: Add public documentation link for more information once available.\n  type_: The type of the security scheme, always \&quot;gcpAuthProviderScheme\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GCSCredentialsConfig&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;gcpAuthProviderScheme&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;gcpAuthProviderScheme&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;credentials&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentials&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;external_access_token_key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;External Access Token Key&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;client_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Client Id&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;client_secret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Client Secret&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;continueUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;scopes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Continueuri&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scopes&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">      </span><span class="s2">&quot;name&quot;</span>
-<span class="w">   </span><span class="p">]</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
 <span class="p">}</span>
 </pre></div>
 </div>
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">continue_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">scopes</span> <span class="pre">(List[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">type_</span> <span class="pre">(Literal['gcpAuthProviderScheme'])</span></code></p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id37">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">continue_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'continueUri')</span></em><a class="headerlink" href="#id37" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id38">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id38" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id39">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scopes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[List[str]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id39" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id40">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">type_</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Literal['gcpAuthProviderScheme']</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'gcpAuthProviderScheme'</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'type')</span></em><a class="headerlink" href="#id40" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</section>
-<section id="google-adk-integrations-agent-registry-module">
-<h1>google.adk.integrations.agent_registry module<a class="headerlink" href="#google-adk-integrations-agent-registry-module" title="Link to this heading">¶</a></h1>
-<dl class="py class" id="module-google.adk.integrations.agent_registry">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.agent_registry.</span></span><span class="sig-name descname"><span class="pre">AgentRegistry</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">project_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">header_provider</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<p>Client for interacting with the Google Cloud Agent Registry service.</p>
-<p>Unlike a standard REST client library, this class provides higher-level
-abstractions for ADK integration. It surfaces the agent registry service
-methods along with helper methods like <cite>get_mcp_toolset</cite> and
-<cite>get_remote_a2a_agent</cite> that automatically resolve connection details and
-handle authentication to produce ready-to-use ADK components.</p>
-<p>Initializes the AgentRegistry client.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>project_id</strong> – The Google Cloud project ID.</p></li>
-<li><p><strong>location</strong> – The Google Cloud location (region).</p></li>
-<li><p><strong>header_provider</strong> – Optional provider for custom headers.</p></li>
+<dd class="field-odd"><p></p></dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">__post_init__</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
 </ul>
 </dd>
 </dl>
 <dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.get_agent_info">
-<span class="sig-name descname"><span class="pre">get_agent_info</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.get_agent_info" title="Link to this definition">¶</a></dt>
-<dd><p>Retrieves detailed metadata of a specific A2A Agent.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.get_endpoint">
-<span class="sig-name descname"><span class="pre">get_endpoint</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.get_endpoint" title="Link to this definition">¶</a></dt>
-<dd><p>Retrieves details of a specific Endpoint.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Endpoint</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.get_mcp_server">
-<span class="sig-name descname"><span class="pre">get_mcp_server</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.get_mcp_server" title="Link to this definition">¶</a></dt>
-<dd><p>Retrieves details of a specific MCP Server.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.get_mcp_toolset">
-<span class="sig-name descname"><span class="pre">get_mcp_toolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mcp_server_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_scheme</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_credential</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">continue_uri</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.get_mcp_toolset" title="Link to this definition">¶</a></dt>
-<dd><p>Constructs an McpToolset from a registered MCP Server.</p>
-<p>If <cite>auth_scheme</cite> is omitted, it is automatically resolved from the server’s
-IAM bindings via <cite>GcpAuthProviderScheme</cite>.</p>
+<dt class="sig sig-object py" id="id149">
+<span class="sig-name descname"><span class="pre">model_post_init</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span></em>, <em class="sig-param"><span class="positional-only-separator o"><abbr title="Positional-only parameter separator (PEP 570)"><span class="pre">/</span></abbr></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id149" title="Link to this definition">¶</a></dt>
+<dd><p>This function is meant to behave like a BaseModel method to initialise private attributes.</p>
+<p>It takes context as an argument since that’s what pydantic-core passes when calling it.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.tools.mcp_tool.McpToolset" title="google.adk.tools.mcp_tool.mcp_toolset.McpToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">McpToolset</span></code></a></span></p>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
 </dd>
 <dt class="field-even">Parameters<span class="colon">:</span></dt>
 <dd class="field-even"><ul class="simple">
-<li><p><strong>mcp_server_name</strong> – Resource name of the MCP Server.</p></li>
-<li><p><strong>auth_scheme</strong> – Optional auth scheme. Resolved via bindings if omitted.</p></li>
-<li><p><strong>auth_credential</strong> – Optional auth credential.</p></li>
-<li><p><strong>continue_uri</strong> – Optional continue URI to override what is in the auth
-provider.</p></li>
+<li><p><strong>self</strong> – The BaseModel instance.</p></li>
+<li><p><strong>context</strong> – The context.</p></li>
 </ul>
 </dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>An McpToolset for the MCP server.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.get_model_name">
-<span class="sig-name descname"><span class="pre">get_model_name</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">endpoint_name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.get_model_name" title="Link to this definition">¶</a></dt>
-<dd><p>Retrieves and parses an endpoint into a model resource name.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><p><strong>endpoint_name</strong> – The full resource name of the endpoint.</p>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The resolved model resource name string (e.g.
-projects/…/locations/…/publishers/google/models/…).</p>
-</dd>
 </dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.get_remote_a2a_agent">
-<span class="sig-name descname"><span class="pre">get_remote_a2a_agent</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">agent_name</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">httpx_client</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.get_remote_a2a_agent" title="Link to this definition">¶</a></dt>
-<dd><p>Creates a RemoteA2aAgent instance for a registered A2A Agent.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">RemoteA2aAgent</span></code></span></p>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.list_agents">
-<span class="sig-name descname"><span class="pre">list_agents</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filter_str</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_token</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.list_agents" title="Link to this definition">¶</a></dt>
-<dd><p>Fetches a list of registered A2A Agents.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+<dl class="py class">
+<dt class="sig sig-object py" id="id150">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.gcs.</span></span><span class="sig-name descname"><span class="pre">GCSToolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_filter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">credentials_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gcs_tool_settings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id150" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.tools.base_toolset.BaseToolset" title="google.adk.tools.base_toolset.BaseToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseToolset</span></code></a></p>
+<p>GCS Toolset contains tools for interacting with GCS storage.</p>
+<dl class="simple">
+<dt>The tool names are:</dt><dd><ul class="simple">
+<li><p>get_bucket</p></li>
+<li><p>create_object</p></li>
+<li><p>get_object_data</p></li>
+<li><p>get_object_metadata</p></li>
+<li><p>list_objects</p></li>
+<li><p>delete_objects</p></li>
+</ul>
 </dd>
 </dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.list_endpoints">
-<span class="sig-name descname"><span class="pre">list_endpoints</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filter_str</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_token</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.list_endpoints" title="Link to this definition">¶</a></dt>
-<dd><p>Fetches a list of Endpoints.</p>
+<p>Initialize the toolset.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>tool_filter</strong> – Filter to apply to tools.</p></li>
+<li><p><strong>tool_name_prefix</strong> – The prefix to prepend to the names of the tools returned by the toolset.</p></li>
+</ul>
 </dd>
 </dl>
-</dd></dl>
-
 <dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.agent_registry.AgentRegistry.list_mcp_servers">
-<span class="sig-name descname"><span class="pre">list_mcp_servers</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filter_str</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_token</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.agent_registry.AgentRegistry.list_mcp_servers" title="Link to this definition">¶</a></dt>
-<dd><p>Fetches a list of MCP Servers.</p>
+<dt class="sig sig-object py" id="id151">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_tools</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">readonly_context</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id151" title="Link to this definition">¶</a></dt>
+<dd><p>Get tools from the toolset.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<a class="reference internal" href="#google.adk.tools.base_tool.BaseTool" title="google.adk.tools.base_tool.BaseTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseTool</span></code></a>]</span></p>
 </dd>
 </dl>
 </dd></dl>
@@ -26434,67 +31201,34 @@ <h1>google.adk.integrations.agent_registry module<a class="headerlink" href="#go
 </dd></dl>
 
 </section>
-<section id="google-adk-integrations-api-registry-module">
-<h1>google.adk.integrations.api_registry module<a class="headerlink" href="#google-adk-integrations-api-registry-module" title="Link to this heading">¶</a></h1>
-<dl class="py class" id="module-google.adk.integrations.api_registry">
-<dt class="sig sig-object py" id="google.adk.integrations.api_registry.ApiRegistry">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.api_registry.</span></span><span class="sig-name descname"><span class="pre">ApiRegistry</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">api_registry_project_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'global'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">header_provider</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.api_registry.ApiRegistry" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<p>Registry that provides McpToolsets for MCP servers registered in API Registry.</p>
-<p>Initialize the API Registry.</p>
+<section id="module-google.adk.integrations.langchain">
+<span id="google-adk-integrations-langchain-module"></span><h1>google.adk.integrations.langchain module<a class="headerlink" href="#module-google.adk.integrations.langchain" title="Link to this heading">¶</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.integrations.langchain.LangchainTool">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.langchain.</span></span><span class="sig-name descname"><span class="pre">LangchainTool</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tool</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.langchain.LangchainTool" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.tools.function_tool.FunctionTool" title="google.adk.tools.function_tool.FunctionTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionTool</span></code></a></p>
+<p>Adapter class that wraps a Langchain tool for use with ADK.</p>
+<p>This adapter converts Langchain tools into a format compatible with Google’s
+generative AI function calling interface. It preserves the tool’s name,
+description, and functionality while adapting its schema.</p>
+<p>The original tool’s name and description can be overridden if needed.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_registry_project_id</strong> – The project ID for the Google Cloud API Registry.</p></li>
-<li><p><strong>location</strong> – The location of the API Registry resources.</p></li>
-<li><p><strong>header_provider</strong> – Optional function to provide additional headers for MCP
-server calls.</p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.api_registry.ApiRegistry.get_toolset">
-<span class="sig-name descname"><span class="pre">get_toolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mcp_server_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_filter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_name_prefix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.api_registry.ApiRegistry.get_toolset" title="Link to this definition">¶</a></dt>
-<dd><p>Return the MCP Toolset based on the params.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.tools.mcp_tool.McpToolset" title="google.adk.tools.mcp_tool.mcp_toolset.McpToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">McpToolset</span></code></a></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>mcp_server_name</strong> – Filter to select the MCP server name to get tools from.</p></li>
-<li><p><strong>tool_filter</strong> – Optional filter to select specific tools. Can be a list of
-tool names or a ToolPredicate function.</p></li>
-<li><p><strong>tool_name_prefix</strong> – Optional prefix to prepend to the names of the tools
-returned by the toolset.</p></li>
+<li><p><strong>tool</strong> – A Langchain tool to wrap (BaseTool or a tool with a .run method)</p></li>
+<li><p><strong>name</strong> – Optional override for the tool’s name</p></li>
+<li><p><strong>description</strong> – Optional override for the tool’s description</p></li>
 </ul>
 </dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>A toolset for the MCP server specified.</p>
-</dd>
-<dt class="field-even">Return type<span class="colon">:</span></dt>
-<dd class="field-even"><p><a class="reference internal" href="#google.adk.tools.McpToolset" title="google.adk.tools.McpToolset">McpToolset</a></p>
-</dd>
 </dl>
-</dd></dl>
-
-</dd></dl>
+<p>Examples:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">langchain.tools</span><span class="w"> </span><span class="kn">import</span> <span class="n">DuckDuckGoSearchTool</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">google.adk.integrations.langchain</span><span class="w"> </span><span class="kn">import</span> <span class="n">LangchainTool</span>
 
-</section>
-<section id="module-google.adk.integrations.bigquery">
-<span id="google-adk-integrations-bigquery-module"></span><h1>google.adk.integrations.bigquery module<a class="headerlink" href="#module-google.adk.integrations.bigquery" title="Link to this heading">¶</a></h1>
-<p>BigQuery Integration.</p>
-<p>This module provides tools and skills for interacting with BigQuery.</p>
-</section>
-<section id="module-google.adk.integrations.crewai">
-<span id="google-adk-integrations-crewai-module"></span><h1>google.adk.integrations.crewai module<a class="headerlink" href="#module-google.adk.integrations.crewai" title="Link to this heading">¶</a></h1>
-<dl class="py class">
-<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiTool">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.crewai.</span></span><span class="sig-name descname"><span class="pre">CrewaiTool</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tool</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiTool" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#google.adk.tools.function_tool.FunctionTool" title="google.adk.tools.function_tool.FunctionTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionTool</span></code></a></p>
-<p>Use this class to wrap a CrewAI tool.</p>
-<p>If the original tool name and description are not suitable, you can override
-them in the constructor.</p>
+<span class="n">search_tool</span> <span class="o">=</span> <span class="n">DuckDuckGoSearchTool</span><span class="p">()</span>
+<span class="n">wrapped_tool</span> <span class="o">=</span> <span class="n">LangchainTool</span><span class="p">(</span><span class="n">search_tool</span><span class="p">)</span>
+</pre></div>
+</div>
 <p>Initializes the FunctionTool. Extracts metadata from a callable object.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -26508,15 +31242,15 @@ <h1>google.adk.integrations.api_registry module<a class="headerlink" href="#goog
 </dd>
 </dl>
 <dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiTool.from_config">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">config</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config_abs_path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiTool.from_config" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="google.adk.integrations.langchain.LangchainTool.from_config">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">config</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config_abs_path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.langchain.LangchainTool.from_config" title="Link to this definition">¶</a></dt>
 <dd><p>Creates a tool instance from a config.</p>
 <p>This default implementation uses inspect to automatically map config values
 to constructor arguments based on their type hints. Subclasses should
 override this method for custom initialization logic.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.tools.crewai_tool.CrewaiTool" title="google.adk.integrations.crewai.crewai_tool.CrewaiTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">CrewaiTool</span></code></a></span></p>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.tools.langchain_tool.LangchainTool" title="google.adk.integrations.langchain.langchain_tool.LangchainTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">LangchainTool</span></code></a></span></p>
 </dd>
 <dt class="field-even">Parameters<span class="colon">:</span></dt>
 <dd class="field-even"><ul class="simple">
@@ -26531,38 +31265,15 @@ <h1>google.adk.integrations.api_registry module<a class="headerlink" href="#goog
 </dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiTool.run_async">
-<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">run_async</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_context</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiTool.run_async" title="Link to this definition">¶</a></dt>
-<dd><p>Override run_async to handle CrewAI-specific parameter filtering.</p>
-<p>CrewAI tools use <a href="#id41"><span class="problematic" id="id42">**</span></a>kwargs pattern, so we need special parameter filtering
-logic that allows all parameters to pass through while removing only
-reserved parameters like ‘self’ and ‘tool_context’.</p>
-<p>Note: ‘tool_context’ is removed from the initial args dictionary to prevent
-duplicates, but is re-added if the function signature explicitly requires it
-as a parameter.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiTool.tool">
-<span class="sig-name descname"><span class="pre">tool</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">CrewaiBaseTool</span></em><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiTool.tool" title="Link to this definition">¶</a></dt>
-<dd><p>The wrapped CrewAI tool.</p>
-</dd></dl>
-
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiToolConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.crewai.</span></span><span class="sig-name descname"><span class="pre">CrewaiToolConfig</span></span><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiToolConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="google.adk.integrations.langchain.LangchainToolConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.langchain.</span></span><span class="sig-name descname"><span class="pre">LangchainToolConfig</span></span><a class="headerlink" href="#google.adk.integrations.langchain.LangchainToolConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#google.adk.tools.tool_configs.BaseToolConfig" title="google.adk.tools.tool_configs.BaseToolConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseToolConfig</span></code></a></p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CrewaiToolConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LangchainToolConfig&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -26597,34 +31308,31 @@ <h1>google.adk.integrations.api_registry module<a class="headerlink" href="#goog
 </dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiToolConfig.description">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiToolConfig.description" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="google.adk.integrations.langchain.LangchainToolConfig.description">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.integrations.langchain.LangchainToolConfig.description" title="Link to this definition">¶</a></dt>
 <dd><p>The description of the tool.</p>
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiToolConfig.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiToolConfig.name" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="google.adk.integrations.langchain.LangchainToolConfig.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.integrations.langchain.LangchainToolConfig.name" title="Link to this definition">¶</a></dt>
 <dd><p>The name of the tool.</p>
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.integrations.crewai.CrewaiToolConfig.tool">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#google.adk.integrations.crewai.CrewaiToolConfig.tool" title="Link to this definition">¶</a></dt>
-<dd><p>The fully qualified path of the CrewAI tool instance.</p>
+<dt class="sig sig-object py" id="google.adk.integrations.langchain.LangchainToolConfig.tool">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#google.adk.integrations.langchain.LangchainToolConfig.tool" title="Link to this definition">¶</a></dt>
+<dd><p>The fully qualified path of the Langchain tool instance.</p>
 </dd></dl>
 
 </dd></dl>
 
 </section>
-<section id="module-google.adk.integrations.firestore">
-<span id="google-adk-integrations-firestore-module"></span><h1>google.adk.integrations.firestore module<a class="headerlink" href="#module-google.adk.integrations.firestore" title="Link to this heading">¶</a></h1>
-</section>
-<section id="module-google.adk.integrations.langchain">
-<span id="google-adk-integrations-langchain-module"></span><h1>google.adk.integrations.langchain module<a class="headerlink" href="#module-google.adk.integrations.langchain" title="Link to this heading">¶</a></h1>
-<dl class="py class">
-<dt class="sig sig-object py" id="google.adk.integrations.langchain.LangchainTool">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.langchain.</span></span><span class="sig-name descname"><span class="pre">LangchainTool</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tool</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.langchain.LangchainTool" title="Link to this definition">¶</a></dt>
+<section id="id152">
+<h1>google.adk.integrations.langchain module<a class="headerlink" href="#id152" title="Link to this heading">¶</a></h1>
+<dl class="py class" id="module-8">
+<dt class="sig sig-object py" id="id153">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.langchain.</span></span><span class="sig-name descname"><span class="pre">LangchainTool</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tool</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id153" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#google.adk.tools.function_tool.FunctionTool" title="google.adk.tools.function_tool.FunctionTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionTool</span></code></a></p>
 <p>Adapter class that wraps a Langchain tool for use with ADK.</p>
 <p>This adapter converts Langchain tools into a format compatible with Google’s
@@ -26661,8 +31369,8 @@ <h1>google.adk.integrations.api_registry module<a class="headerlink" href="#goog
 </dd>
 </dl>
 <dl class="py method">
-<dt class="sig sig-object py" id="google.adk.integrations.langchain.LangchainTool.from_config">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">config</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config_abs_path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.langchain.LangchainTool.from_config" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id154">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">config</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config_abs_path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id154" title="Link to this definition">¶</a></dt>
 <dd><p>Creates a tool instance from a config.</p>
 <p>This default implementation uses inspect to automatically map config values
 to constructor arguments based on their type hints. Subclasses should
@@ -26687,8 +31395,8 @@ <h1>google.adk.integrations.api_registry module<a class="headerlink" href="#goog
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="google.adk.integrations.langchain.LangchainToolConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.langchain.</span></span><span class="sig-name descname"><span class="pre">LangchainToolConfig</span></span><a class="headerlink" href="#google.adk.integrations.langchain.LangchainToolConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id155">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.langchain.</span></span><span class="sig-name descname"><span class="pre">LangchainToolConfig</span></span><a class="headerlink" href="#id155" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#google.adk.tools.tool_configs.BaseToolConfig" title="google.adk.tools.tool_configs.BaseToolConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseToolConfig</span></code></a></p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
@@ -26727,20 +31435,20 @@ <h1>google.adk.integrations.api_registry module<a class="headerlink" href="#goog
 </dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.integrations.langchain.LangchainToolConfig.description">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.integrations.langchain.LangchainToolConfig.description" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id156">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#id156" title="Link to this definition">¶</a></dt>
 <dd><p>The description of the tool.</p>
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.integrations.langchain.LangchainToolConfig.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#google.adk.integrations.langchain.LangchainToolConfig.name" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id157">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">''</span></em><a class="headerlink" href="#id157" title="Link to this definition">¶</a></dt>
 <dd><p>The name of the tool.</p>
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="google.adk.integrations.langchain.LangchainToolConfig.tool">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#google.adk.integrations.langchain.LangchainToolConfig.tool" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id158">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id158" title="Link to this definition">¶</a></dt>
 <dd><p>The fully qualified path of the Langchain tool instance.</p>
 </dd></dl>
 
@@ -26818,6 +31526,78 @@ <h1>google.adk.integrations.parameter_manager module<a class="headerlink" href="
 
 </dd></dl>
 
+</section>
+<section id="id159">
+<h1>google.adk.integrations.parameter_manager module<a class="headerlink" href="#id159" title="Link to this heading">¶</a></h1>
+<dl class="py class" id="module-9">
+<dt class="sig sig-object py" id="id160">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.parameter_manager.</span></span><span class="sig-name descname"><span class="pre">ParameterManagerClient</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">service_account_json</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_token</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id160" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>A client for interacting with Google Cloud Parameter Manager.</p>
+<p>This class provides a simplified interface for retrieving parameters from
+Parameter Manager, handling authentication using either a service account
+JSON keyfile (passed as a string), a preexisting authorization token, or
+default credentials.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="id161">
+<span class="sig-name descname"><span class="pre">_credentials</span></span><a class="headerlink" href="#id161" title="Link to this definition">¶</a></dt>
+<dd><p>Google Cloud credentials object (ServiceAccountCredentials
+or Credentials).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="id162">
+<span class="sig-name descname"><span class="pre">_client</span></span><a class="headerlink" href="#id162" title="Link to this definition">¶</a></dt>
+<dd><p>Parameter Manager client instance.</p>
+</dd></dl>
+
+<p>Initializes the ParameterManagerClient.</p>
+<p>If neither <cite>service_account_json</cite> nor <cite>auth_token</cite> is provided, default
+credentials are used.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>service_account_json</strong> – The content of a service account JSON keyfile (as
+a string), not the file path. Must be valid JSON.</p></li>
+<li><p><strong>auth_token</strong> – An existing Google Cloud authorization token.</p></li>
+<li><p><strong>location</strong> – The Google Cloud location (region) to use for the Parameter
+Manager service. If not provided, the global endpoint is used.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> – If both ‘service_account_json’ and ‘auth_token’ are</p></li>
+<li><p><strong>provided. Also raised if the 'service_account_json' is not valid JSON.</strong> – </p></li>
+<li><p><strong>google.auth.exceptions.GoogleAuthError</strong> – If authentication fails.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="id163">
+<span class="sig-name descname"><span class="pre">get_parameter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">resource_name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id163" title="Link to this definition">¶</a></dt>
+<dd><p>Retrieves a rendered parameter value from Google Cloud Parameter Manager.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>resource_name</strong> – The full resource name of the parameter version, in the
+format “projects/<em>/locations/</em>/parameters/<em>/versions/</em>”. Usually you
+want the “latest” version, e.g.,
+“projects/my-project/locations/global/parameters/my-param/versions/latest”.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The rendered parameter value as a string.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>google.api_core.exceptions.GoogleAPIError</strong> – If the Parameter Manager API
+    returns an error (e.g., parameter not found, permission denied).</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
 </section>
 <section id="google-adk-integrations-secret-manager-module">
 <h1>google.adk.integrations.secret_manager module<a class="headerlink" href="#google-adk-integrations-secret-manager-module" title="Link to this heading">¶</a></h1>
@@ -26872,7 +31652,80 @@ <h1>google.adk.integrations.secret_manager module<a class="headerlink" href="#go
 </dd>
 <dt class="field-even">Parameters<span class="colon">:</span></dt>
 <dd class="field-even"><p><strong>resource_name</strong> – The full resource name of the secret, in the format
-“projects/<em>/secrets/</em>/versions/<a href="#id43"><span class="problematic" id="id44">*</span></a>”.  Usually you want the “latest”
+“projects/<em>/secrets/</em>/versions/<a href="#id164"><span class="problematic" id="id165">*</span></a>”.  Usually you want the “latest”
+version, e.g.,
+“projects/my-project/secrets/my-secret/versions/latest”.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The secret payload as a string.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>google.api_core.exceptions.GoogleAPIError</strong> – If the Secret Manager API
+    returns an error (e.g., secret not found, permission denied).</p></li>
+<li><p><strong>Exception</strong> – For other unexpected errors.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="id166">
+<h1>google.adk.integrations.secret_manager module<a class="headerlink" href="#id166" title="Link to this heading">¶</a></h1>
+<dl class="py class" id="module-10">
+<dt class="sig sig-object py" id="id167">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.secret_manager.</span></span><span class="sig-name descname"><span class="pre">SecretManagerClient</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">service_account_json</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_token</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id167" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>A client for interacting with Google Cloud Secret Manager.</p>
+<p>This class provides a simplified interface for retrieving secrets from
+Secret Manager, handling authentication using either a service account
+JSON keyfile (passed as a string) or a preexisting authorization token.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="id168">
+<span class="sig-name descname"><span class="pre">_credentials</span></span><a class="headerlink" href="#id168" title="Link to this definition">¶</a></dt>
+<dd><p>Google Cloud credentials object (ServiceAccountCredentials
+or Credentials).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="id169">
+<span class="sig-name descname"><span class="pre">_client</span></span><a class="headerlink" href="#id169" title="Link to this definition">¶</a></dt>
+<dd><p>Secret Manager client instance.</p>
+</dd></dl>
+
+<p>Initializes the SecretManagerClient.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>service_account_json</strong> – The content of a service account JSON keyfile (as
+a string), not the file path.  Must be valid JSON.</p></li>
+<li><p><strong>auth_token</strong> – An existing Google Cloud authorization token.</p></li>
+<li><p><strong>location</strong> – The Google Cloud location (region) to use for the Secret
+Manager service. If not provided, the global endpoint is used.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> – If neither <cite>service_account_json</cite> nor <cite>auth_token</cite> is</p></li>
+<li><p><strong>provided</strong><strong>,</strong> – or if both are provided.  Also raised if the service_account_json
+    is not valid JSON.</p></li>
+<li><p><strong>google.auth.exceptions.GoogleAuthError</strong> – If authentication fails.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="id170">
+<span class="sig-name descname"><span class="pre">get_secret</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">resource_name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id170" title="Link to this definition">¶</a></dt>
+<dd><p>Retrieves a secret from Google Cloud Secret Manager.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>resource_name</strong> – The full resource name of the secret, in the format
+“projects/<em>/secrets/</em>/versions/<a href="#id171"><span class="problematic" id="id172">*</span></a>”.  Usually you want the “latest”
 version, e.g.,
 “projects/my-project/secrets/my-secret/versions/latest”.</p>
 </dd>
@@ -26945,6 +31798,60 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 
 </dd></dl>
 
+</section>
+<section id="id173">
+<h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#id173" title="Link to this heading">¶</a></h1>
+<p id="module-11">Skill Registry integrations.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="id174">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.skill_registry.</span></span><span class="sig-name descname"><span class="pre">GCPSkillRegistry</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">project_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id174" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.skills.SkillRegistry" title="google.adk.skills.skill_registry.SkillRegistry"><code class="xref py py-class docutils literal notranslate"><span class="pre">SkillRegistry</span></code></a></p>
+<p>GCP implementation of SkillRegistry using GCP Skill Registry API.</p>
+<p>Initializes the GCP Skill Registry.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>project_id</strong> – Optional GCP project ID. If omitted, loads from environment.</p></li>
+<li><p><strong>location</strong> – Optional GCP location. If omitted, loads from environment.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="id175">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_skill</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id175" title="Link to this definition">¶</a></dt>
+<dd><p>Fetches a skill from the registry.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.skills.Skill" title="google.adk.skills.models.Skill"><code class="xref py py-class docutils literal notranslate"><span class="pre">Skill</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>name</strong> – The name of the skill.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Skill object.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id176">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">search_skills</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id176" title="Link to this definition">¶</a></dt>
+<dd><p>Searches for skills in the registry.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<a class="reference internal" href="#google.adk.skills.Frontmatter" title="google.adk.skills.models.Frontmatter"><code class="xref py py-class docutils literal notranslate"><span class="pre">Frontmatter</span></code></a>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>query</strong> – The search query.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A list of Frontmatter objects for discovery.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
 </section>
 <section id="module-google.adk.integrations.slack">
 <span id="google-adk-integrations-slack-module"></span><h1>google.adk.integrations.slack module<a class="headerlink" href="#module-google.adk.integrations.slack" title="Link to this heading">¶</a></h1>
@@ -26961,6 +31868,22 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 
 </dd></dl>
 
+</section>
+<section id="id177">
+<h1>google.adk.integrations.slack module<a class="headerlink" href="#id177" title="Link to this heading">¶</a></h1>
+<dl class="py class" id="module-12">
+<dt class="sig sig-object py" id="id178">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.slack.</span></span><span class="sig-name descname"><span class="pre">SlackRunner</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">runner</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">slack_app</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id178" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>Runner for ADK agents on Slack.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="id179">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">start</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">app_token</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id179" title="Link to this definition">¶</a></dt>
+<dd><p>Starts the Slack app using Socket Mode.</p>
+</dd></dl>
+
+</dd></dl>
+
 </section>
 <section id="module-google.adk.integrations.vmaas">
 <span id="google-adk-integrations-vmaas-module"></span><h1>google.adk.integrations.vmaas module<a class="headerlink" href="#module-google.adk.integrations.vmaas" title="Link to this heading">¶</a></h1>
@@ -26968,7 +31891,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <p>This module provides a BaseComputer implementation that uses Vertex AI
 Agent Engine Computer Use Sandbox as the remote browser environment.</p>
 <p class="rubric">Example</p>
-<p><a href="#id45"><span class="problematic" id="id46">``</span></a><a href="#id47"><span class="problematic" id="id48">`</span></a>python
+<p><a href="#id180"><span class="problematic" id="id181">``</span></a><a href="#id182"><span class="problematic" id="id183">`</span></a>python
 from google.adk.integrations.vmaas import AgentEngineSandboxComputer
 from google.adk.tools.computer_use import ComputerUseToolset</p>
 <dl class="simple">
@@ -26979,10 +31902,10 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <p>)
 toolset = ComputerUseToolset(computer=computer)
 agent = Agent(tools=[toolset], …)
-<a href="#id49"><span class="problematic" id="id50">``</span></a><a href="#id51"><span class="problematic" id="id52">`</span></a></p>
+<a href="#id184"><span class="problematic" id="id185">``</span></a><a href="#id186"><span class="problematic" id="id187">`</span></a></p>
 <dl class="py class">
 <dt class="sig sig-object py" id="google.adk.integrations.vmaas.AgentEngineSandboxComputer">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.vmaas.</span></span><span class="sig-name descname"><span class="pre">AgentEngineSandboxComputer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">project_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'us-central1'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">service_account_email</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sandbox_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sandbox_ttl_seconds</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">3600</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">search_engine_url</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'https://www.google.com'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">vertexai_client</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.vmaas.AgentEngineSandboxComputer" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.vmaas.</span></span><span class="sig-name descname"><span class="pre">AgentEngineSandboxComputer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">project_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'us-central1'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">service_account_email</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sandbox_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sandbox_template_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sandbox_snapshot_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sandbox_ttl_seconds</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">3600</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">search_engine_url</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'https://www.google.com'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">vertexai_client</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.integrations.vmaas.AgentEngineSandboxComputer" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseComputer</span></code></p>
 <p>Computer implementation using Vertex AI Agent Engine Sandbox.</p>
 <p>This class provides a remote browser environment backed by Vertex AI
@@ -26995,7 +31918,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 automatically bound to tool_context.state before each tool call,
 enabling state sharing across invocations and agent server instances.</p>
 <dl>
-<dt>Example usage:</dt><dd><p><a href="#id53"><span class="problematic" id="id54">``</span></a><a href="#id55"><span class="problematic" id="id56">`</span></a>python
+<dt>Example usage:</dt><dd><p><a href="#id188"><span class="problematic" id="id189">``</span></a><a href="#id190"><span class="problematic" id="id191">`</span></a>python
 from google.adk.integrations.vmaas import AgentEngineSandboxComputer
 from google.adk.tools.computer_use import ComputerUseToolset</p>
 <dl class="simple">
@@ -27006,27 +31929,45 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <p>)
 toolset = ComputerUseToolset(computer=computer)
 agent = Agent(tools=[toolset], …)
-<a href="#id57"><span class="problematic" id="id58">``</span></a><a href="#id59"><span class="problematic" id="id60">`</span></a></p>
+<a href="#id192"><span class="problematic" id="id193">``</span></a><a href="#id194"><span class="problematic" id="id195">`</span></a></p>
 </dd>
 </dl>
 <p>Initialize the sandbox computer.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>project_id</strong> – GCP project ID. If None, uses Application Default
-Credentials project.</p></li>
+<li><p><strong>project_id</strong> – GCP project ID. If None, uses Application Default Credentials
+project.</p></li>
 <li><p><strong>location</strong> – Vertex AI location (default: us-central1).</p></li>
-<li><p><strong>service_account_email</strong> – Service account email for token generation.
-Must have roles/iam.serviceAccountTokenCreator permission.
-If None, attempts to use ADC service account.</p></li>
-<li><p><strong>sandbox_name</strong> – Existing sandbox resource name (BYOS mode). If provided,
-the agent engine name is extracted from it. If None, creates new
-agent engine and sandbox on demand.
-Format: projects/{project}/locations/{location}/reasoningEngines/{id}/sandboxEnvironments/{id}</p></li>
+<li><p><strong>service_account_email</strong> – Service account email for token generation. Must
+have roles/iam.serviceAccountTokenCreator permission. If None, attempts
+to use ADC service account.</p></li>
+<li><p><strong>sandbox_name</strong> – <p>Existing sandbox resource name (BYOS mode). If provided, the
+agent engine name is extracted from it. If None, creates new agent
+engine and sandbox on demand.
+Format:</p>
+<blockquote>
+<div><p>projects/{project}/locations/{location}/reasoningEngines/{id}/sandboxEnvironments/{id}</p>
+</div></blockquote>
+</p></li>
+<li><p><strong>sandbox_template_name</strong> – <p>Sandbox template resource name to use for creating
+new sandboxes. Templates allow faster creation and custom environments.
+Format:</p>
+<blockquote>
+<div><p>projects/{project}/locations/{location}/sandboxEnvironmentTemplates/{id}</p>
+</div></blockquote>
+</p></li>
+<li><p><strong>sandbox_snapshot_name</strong> – <p>Sandbox snapshot resource name to use for restoring
+sandbox state, enabling faster startup.
+Format:</p>
+<blockquote>
+<div><p>projects/{project}/locations/{location}/reasoningEngines/{id}/sandboxEnvironmentSnapshots/{id}</p>
+</div></blockquote>
+</p></li>
 <li><p><strong>sandbox_ttl_seconds</strong> – TTL for auto-created sandboxes (default: 1 hour).</p></li>
 <li><p><strong>search_engine_url</strong> – URL to navigate to for search() method.</p></li>
-<li><p><strong>vertexai_client</strong> – Optional Vertex AI client instance. If None, creates
-one lazily using project_id and location.</p></li>
+<li><p><strong>vertexai_client</strong> – Optional Vertex AI client instance. If None, creates one
+lazily using project_id and location.</p></li>
 </ul>
 </dd>
 </dl>
@@ -27544,6 +32485,610 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 
 </dd></dl>
 
+</section>
+<section id="id196">
+<h1>google.adk.integrations.vmaas module<a class="headerlink" href="#id196" title="Link to this heading">¶</a></h1>
+<p id="module-13">Vertex AI Agent Engine Computer Use Sandbox integration.</p>
+<p>This module provides a BaseComputer implementation that uses Vertex AI
+Agent Engine Computer Use Sandbox as the remote browser environment.</p>
+<p class="rubric">Example</p>
+<p><a href="#id197"><span class="problematic" id="id198">``</span></a><a href="#id199"><span class="problematic" id="id200">`</span></a>python
+from google.adk.integrations.vmaas import AgentEngineSandboxComputer
+from google.adk.tools.computer_use import ComputerUseToolset</p>
+<dl class="simple">
+<dt>computer = AgentEngineSandboxComputer(</dt><dd><p>project_id=”my-project”,
+service_account_email=”<a class="reference external" href="mailto:sa&#37;&#52;&#48;my-project&#46;iam&#46;gserviceaccount&#46;com">sa<span>&#64;</span>my-project<span>&#46;</span>iam<span>&#46;</span>gserviceaccount<span>&#46;</span>com</a>”,</p>
+</dd>
+</dl>
+<p>)
+toolset = ComputerUseToolset(computer=computer)
+agent = Agent(tools=[toolset], …)
+<a href="#id201"><span class="problematic" id="id202">``</span></a><a href="#id203"><span class="problematic" id="id204">`</span></a></p>
+<dl class="py class">
+<dt class="sig sig-object py" id="id205">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.vmaas.</span></span><span class="sig-name descname"><span class="pre">AgentEngineSandboxComputer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">project_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'us-central1'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">service_account_email</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sandbox_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sandbox_template_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sandbox_snapshot_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sandbox_ttl_seconds</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">3600</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">search_engine_url</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'https://www.google.com'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">vertexai_client</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id205" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseComputer</span></code></p>
+<p>Computer implementation using Vertex AI Agent Engine Sandbox.</p>
+<p>This class provides a remote browser environment backed by Vertex AI
+Computer Use Sandbox. It supports:
+- Auto-provisioning of agent engines and sandboxes
+- Bring-your-own-sandbox (BYOS) mode
+- Session-aware resource sharing via session_state property
+- Automatic token refresh on expiry</p>
+<p>When used with ComputerUseToolset, the session_state property is
+automatically bound to tool_context.state before each tool call,
+enabling state sharing across invocations and agent server instances.</p>
+<dl>
+<dt>Example usage:</dt><dd><p><a href="#id206"><span class="problematic" id="id207">``</span></a><a href="#id208"><span class="problematic" id="id209">`</span></a>python
+from google.adk.integrations.vmaas import AgentEngineSandboxComputer
+from google.adk.tools.computer_use import ComputerUseToolset</p>
+<dl class="simple">
+<dt>computer = AgentEngineSandboxComputer(</dt><dd><p>project_id=”my-project”,
+service_account_email=”<a class="reference external" href="mailto:sa&#37;&#52;&#48;my-project&#46;iam&#46;gserviceaccount&#46;com">sa<span>&#64;</span>my-project<span>&#46;</span>iam<span>&#46;</span>gserviceaccount<span>&#46;</span>com</a>”,</p>
+</dd>
+</dl>
+<p>)
+toolset = ComputerUseToolset(computer=computer)
+agent = Agent(tools=[toolset], …)
+<a href="#id210"><span class="problematic" id="id211">``</span></a><a href="#id212"><span class="problematic" id="id213">`</span></a></p>
+</dd>
+</dl>
+<p>Initialize the sandbox computer.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>project_id</strong> – GCP project ID. If None, uses Application Default Credentials
+project.</p></li>
+<li><p><strong>location</strong> – Vertex AI location (default: us-central1).</p></li>
+<li><p><strong>service_account_email</strong> – Service account email for token generation. Must
+have roles/iam.serviceAccountTokenCreator permission. If None, attempts
+to use ADC service account.</p></li>
+<li><p><strong>sandbox_name</strong> – <p>Existing sandbox resource name (BYOS mode). If provided, the
+agent engine name is extracted from it. If None, creates new agent
+engine and sandbox on demand.
+Format:</p>
+<blockquote>
+<div><p>projects/{project}/locations/{location}/reasoningEngines/{id}/sandboxEnvironments/{id}</p>
+</div></blockquote>
+</p></li>
+<li><p><strong>sandbox_template_name</strong> – <p>Sandbox template resource name to use for creating
+new sandboxes. Templates allow faster creation and custom environments.
+Format:</p>
+<blockquote>
+<div><p>projects/{project}/locations/{location}/sandboxEnvironmentTemplates/{id}</p>
+</div></blockquote>
+</p></li>
+<li><p><strong>sandbox_snapshot_name</strong> – <p>Sandbox snapshot resource name to use for restoring
+sandbox state, enabling faster startup.
+Format:</p>
+<blockquote>
+<div><p>projects/{project}/locations/{location}/reasoningEngines/{id}/sandboxEnvironmentSnapshots/{id}</p>
+</div></blockquote>
+</p></li>
+<li><p><strong>sandbox_ttl_seconds</strong> – TTL for auto-created sandboxes (default: 1 hour).</p></li>
+<li><p><strong>search_engine_url</strong> – URL to navigate to for search() method.</p></li>
+<li><p><strong>vertexai_client</strong> – Optional Vertex AI client instance. If None, creates one
+lazily using project_id and location.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="id214">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">click_at</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id214" title="Link to this definition">¶</a></dt>
+<dd><p>Clicks at a specific x, y coordinate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id215">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id215" title="Link to this definition">¶</a></dt>
+<dd><p>Cleanup resources.</p>
+<p>Note: Sandboxes are cleaned up via TTL by the sandbox service.
+This method does not delete the sandbox to preserve state across
+agent restarts within the TTL window.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id216">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">current_state</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id216" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the current state.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id217">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">drag_and_drop</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">destination_x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">destination_y</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id217" title="Link to this definition">¶</a></dt>
+<dd><p>Drag and drop from one coordinate to another.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id218">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">environment</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id218" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the environment type.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerEnvironment</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id219">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">go_back</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id219" title="Link to this definition">¶</a></dt>
+<dd><p>Navigates back in browser history.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id220">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">go_forward</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id220" title="Link to this definition">¶</a></dt>
+<dd><p>Navigates forward in browser history.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id221">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hover_at</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id221" title="Link to this definition">¶</a></dt>
+<dd><p>Hovers at a specific x, y coordinate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id222">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initialize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id222" title="Link to this definition">¶</a></dt>
+<dd><p>Initialize the computer.</p>
+<p>This is a no-op for sandbox as provisioning happens lazily on first use.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id223">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">key_combination</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">keys</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id223" title="Link to this definition">¶</a></dt>
+<dd><p>Presses a combination of keys.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id224">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">navigate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">url</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id224" title="Link to this definition">¶</a></dt>
+<dd><p>Navigates to a URL.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id225">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">open_web_browser</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id225" title="Link to this definition">¶</a></dt>
+<dd><p>Opens the web browser.</p>
+<p>For sandbox, the browser is always running. This is effectively a no-op
+that returns the current state.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id226">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prepare</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tool_context</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id226" title="Link to this definition">¶</a></dt>
+<dd><p>Bind session state for sandbox resource sharing.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id227">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">screen_size</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id227" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the screen size of the environment.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id228">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scroll_at</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">direction</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">magnitude</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id228" title="Link to this definition">¶</a></dt>
+<dd><p>Scrolls at a specific coordinate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id229">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scroll_document</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">direction</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id229" title="Link to this definition">¶</a></dt>
+<dd><p>Scrolls the entire webpage.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id230">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">search</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id230" title="Link to this definition">¶</a></dt>
+<dd><p>Navigates to the search engine home page.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id231">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">type_text_at</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">text</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">press_enter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">clear_before_typing</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id231" title="Link to this definition">¶</a></dt>
+<dd><p>Types text at a specific x, y coordinate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id232">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">wait</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">seconds</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id232" title="Link to this definition">¶</a></dt>
+<dd><p>Waits for n seconds.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerState</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="id233">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.integrations.vmaas.</span></span><span class="sig-name descname"><span class="pre">SandboxClient</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">vertexai_client</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sandbox</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">access_token</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id233" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>Client for interacting with Vertex AI Computer Use Sandbox via SDK.</p>
+<p>Initialize the sandbox client.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>vertexai_client</strong> – The Vertex AI client instance.</p></li>
+<li><p><strong>sandbox</strong> – The sandbox object from vertexai SDK (SandboxEnvironment).</p></li>
+<li><p><strong>access_token</strong> – The access token for authenticating with the sandbox.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="id234">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">click_at</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id234" title="Link to this definition">¶</a></dt>
+<dd><p>Click at a specific coordinate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>x</strong> – The x-coordinate.</p></li>
+<li><p><strong>y</strong> – The y-coordinate.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id235">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">drag_and_drop</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">x2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y2</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id235" title="Link to this definition">¶</a></dt>
+<dd><p>Drag from one coordinate to another.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>x1</strong> – Starting x-coordinate.</p></li>
+<li><p><strong>y1</strong> – Starting y-coordinate.</p></li>
+<li><p><strong>x2</strong> – Ending x-coordinate.</p></li>
+<li><p><strong>y2</strong> – Ending y-coordinate.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id236">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_current_url</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">max_retries</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">3</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id236" title="Link to this definition">¶</a></dt>
+<dd><p>Get the URL of the currently active tab.</p>
+<p>This method includes retry logic to handle transient errors that can occur
+during page navigation (e.g., “Execution context was destroyed”).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code> | <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>max_retries</strong> – Maximum number of retry attempts (default: 3).</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The current URL, or None if no active tab.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id237">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_screenshot</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">max_retries</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">3</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id237" title="Link to this definition">¶</a></dt>
+<dd><p>Capture a screenshot of the current page.</p>
+<p>This method includes retry logic to handle transient errors that can occur
+during page navigation (e.g., “Execution context was destroyed”).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>max_retries</strong> – Maximum number of retry attempts (default: 3).</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The screenshot as PNG bytes.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id238">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">go_back</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id238" title="Link to this definition">¶</a></dt>
+<dd><p>Navigate back in browser history.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>True if navigation was successful, False if at beginning of history.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id239">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">go_forward</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id239" title="Link to this definition">¶</a></dt>
+<dd><p>Navigate forward in browser history.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>True if navigation was successful, False if at end of history.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id240">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">health_check</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id240" title="Link to this definition">¶</a></dt>
+<dd><p>Check if the sandbox is healthy.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>True if healthy, False otherwise.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id241">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hover_at</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id241" title="Link to this definition">¶</a></dt>
+<dd><p>Hover at a specific coordinate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>x</strong> – The x-coordinate.</p></li>
+<li><p><strong>y</strong> – The y-coordinate.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id242">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">key_combination</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">keys</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id242" title="Link to this definition">¶</a></dt>
+<dd><p>Press a combination of keys.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>keys</strong> – List of keys to press (e.g., [“control”, “c”]).</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id243">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">make_cdp_batch_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">commands</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">stop_on_error</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id243" title="Link to this definition">¶</a></dt>
+<dd><p>Execute multiple CDP commands.</p>
+<p>First tries the batch endpoint (/cdps), falls back to sequential
+execution if batch is not available.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>commands</strong> – List of CDP commands, each with “command” and “params” keys.</p></li>
+<li><p><strong>stop_on_error</strong> – Whether to stop processing on first error.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>List of results for each command.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id244">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">make_cdp_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">command</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id244" title="Link to this definition">¶</a></dt>
+<dd><p>Make a single CDP request to the sandbox.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>command</strong> – The CDP command to execute (e.g., “Page.navigate”).</p></li>
+<li><p><strong>params</strong> – Optional parameters for the CDP command.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The CDP command response.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>Exception</strong> – If the request fails.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id245">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">navigate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">url</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id245" title="Link to this definition">¶</a></dt>
+<dd><p>Navigate to a URL.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>url</strong> – The URL to navigate to.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The CDP response.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id246">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scroll_at</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">direction</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">magnitude</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id246" title="Link to this definition">¶</a></dt>
+<dd><p>Scroll at a specific coordinate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>x</strong> – The x-coordinate.</p></li>
+<li><p><strong>y</strong> – The y-coordinate.</p></li>
+<li><p><strong>direction</strong> – The scroll direction.</p></li>
+<li><p><strong>magnitude</strong> – The scroll amount in pixels.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id247">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">type_text</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">text</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">press_enter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">clear_before_typing</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id247" title="Link to this definition">¶</a></dt>
+<dd><p>Type text at the currently focused element.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>text</strong> – The text to type.</p></li>
+<li><p><strong>press_enter</strong> – Whether to press Enter after typing.</p></li>
+<li><p><strong>clear_before_typing</strong> – Whether to clear existing content first.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id248">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">type_text_at</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">text</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">press_enter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">clear_before_typing</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id248" title="Link to this definition">¶</a></dt>
+<dd><p>Click at a coordinate and type text.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>x</strong> – The x-coordinate to click.</p></li>
+<li><p><strong>y</strong> – The y-coordinate to click.</p></li>
+<li><p><strong>text</strong> – The text to type.</p></li>
+<li><p><strong>press_enter</strong> – Whether to press Enter after typing.</p></li>
+<li><p><strong>clear_before_typing</strong> – Whether to clear existing content first.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id249">
+<span class="sig-name descname"><span class="pre">update_access_token</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">access_token</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id249" title="Link to this definition">¶</a></dt>
+<dd><p>Update the access token.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>access_token</strong> – The new access token.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="google-adk-labs-antigravity-module">
+<h1>google.adk.labs.antigravity module<a class="headerlink" href="#google-adk-labs-antigravity-module" title="Link to this heading">¶</a></h1>
 </section>
 <section id="module-google.adk.labs.openai">
 <span id="google-adk-labs-openai-module"></span><h1>google.adk.labs.openai module<a class="headerlink" href="#module-google.adk.labs.openai" title="Link to this heading">¶</a></h1>
@@ -27593,13 +33138,13 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id61">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">4096</span></em><a class="headerlink" href="#id61" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id250">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">4096</span></em><a class="headerlink" href="#id250" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id62">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'gpt-4o'</span></em><a class="headerlink" href="#id62" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id251">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'gpt-4o'</span></em><a class="headerlink" href="#id251" title="Link to this definition">¶</a></dt>
 <dd><p>The name of the LLM, e.g. gemini-2.5-flash or gemini-2.5-pro.</p>
 </dd></dl>
 
@@ -28207,8 +33752,8 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="id63">
-<span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfig</span></code></em><a class="headerlink" href="#id63" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id252">
+<span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfig</span></code></em><a class="headerlink" href="#id252" title="Link to this definition">¶</a></dt>
 <dd><p>Config for model built-in thinking features. An error will be returned if this
 field is set for models that don’t support thinking.</p>
 </dd></dl>
@@ -28665,6 +34210,9 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <dt class="sig sig-object py" id="google.adk.plugins.PluginManager.close">
 <em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.plugins.PluginManager.close" title="Link to this definition">¶</a></dt>
 <dd><p>Calls the close method on all registered plugins concurrently.</p>
+<p>If this manager was constructed with <cite>skip_closing_plugins=True</cite>, this
+method is a no-op so plugins owned by another component (e.g. a parent
+<cite>Runner</cite>) are not torn down while still in use.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Return type<span class="colon">:</span></dt>
 <dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
@@ -28842,6 +34390,25 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.plugins.PluginManager.set_skip_closing_plugins">
+<span class="sig-name descname"><span class="pre">set_skip_closing_plugins</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.plugins.PluginManager.set_skip_closing_plugins" title="Link to this definition">¶</a></dt>
+<dd><p>Controls whether <cite>close()</cite> will tear down the registered plugins.</p>
+<p>Set to True when the plugins are owned by another component (e.g. a parent
+<cite>Runner</cite> whose plugin list this manager is sharing). When set, subsequent
+calls to <cite>close()</cite> become a no-op so the shared plugins are not torn down
+while still in use.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>value</strong> – True to skip closing the plugins; False (default) to close them
+normally.</p>
+</dd>
+</dl>
+</dd></dl>
+
 </dd></dl>
 
 </section>
@@ -28983,20 +34550,20 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <dd></dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="id64">
-<span class="sig-name descname"><span class="pre">agent</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[BaseAgent</span> <span class="pre">|</span> <span class="pre">'BaseNode']</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id64" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id253">
+<span class="sig-name descname"><span class="pre">agent</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[BaseAgent</span> <span class="pre">|</span> <span class="pre">'BaseNode']</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id253" title="Link to this definition">¶</a></dt>
 <dd><p>The root agent or node to run.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="id65">
-<span class="sig-name descname"><span class="pre">app_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#id65" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id254">
+<span class="sig-name descname"><span class="pre">app_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#id254" title="Link to this definition">¶</a></dt>
 <dd><p>The app name of the runner.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="id66">
-<span class="sig-name descname"><span class="pre">artifact_service</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[BaseArtifactService]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id66" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id255">
+<span class="sig-name descname"><span class="pre">artifact_service</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[BaseArtifactService]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id255" title="Link to this definition">¶</a></dt>
 <dd><p>The artifact service for the runner.</p>
 </dd></dl>
 
@@ -29007,32 +34574,32 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="id67">
-<span class="sig-name descname"><span class="pre">context_cache_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[ContextCacheConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id67" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id256">
+<span class="sig-name descname"><span class="pre">context_cache_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[ContextCacheConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id256" title="Link to this definition">¶</a></dt>
 <dd><p>The context cache config for the runner.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="id68">
-<span class="sig-name descname"><span class="pre">credential_service</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[BaseCredentialService]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id68" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id257">
+<span class="sig-name descname"><span class="pre">credential_service</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[BaseCredentialService]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id257" title="Link to this definition">¶</a></dt>
 <dd><p>The credential service for the runner.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="id69">
-<span class="sig-name descname"><span class="pre">memory_service</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[BaseMemoryService]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id69" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id258">
+<span class="sig-name descname"><span class="pre">memory_service</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[BaseMemoryService]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id258" title="Link to this definition">¶</a></dt>
 <dd><p>The memory service for the runner.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="id70">
-<span class="sig-name descname"><span class="pre">plugin_manager</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">PluginManager</span></em><a class="headerlink" href="#id70" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id259">
+<span class="sig-name descname"><span class="pre">plugin_manager</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">PluginManager</span></em><a class="headerlink" href="#id259" title="Link to this definition">¶</a></dt>
 <dd><p>The plugin manager for the runner.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="id71">
-<span class="sig-name descname"><span class="pre">resumability_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[ResumabilityConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id71" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id260">
+<span class="sig-name descname"><span class="pre">resumability_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[ResumabilityConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id260" title="Link to this definition">¶</a></dt>
 <dd><p>The resumability config for the application.</p>
 </dd></dl>
 
@@ -29049,7 +34616,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 
 <dl class="py method">
 <dt class="sig sig-object py" id="google.adk.runners.Runner.run">
-<span class="sig-name descname"><span class="pre">run</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">new_message</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">run_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.runners.Runner.run" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">run</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">new_message</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state_delta</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">run_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.runners.Runner.run" title="Link to this definition">¶</a></dt>
 <dd><p>Runs the agent.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Return type<span class="colon">:</span></dt>
@@ -29071,6 +34638,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <li><p><strong>user_id</strong> – The user ID of the session.</p></li>
 <li><p><strong>session_id</strong> – The session ID of the session.</p></li>
 <li><p><strong>new_message</strong> – A new message to append to the session.</p></li>
+<li><p><strong>state_delta</strong> – Optional state changes to apply to the session.</p></li>
 <li><p><strong>run_config</strong> – The run config for the agent.</p></li>
 </ul>
 </dd>
@@ -29257,8 +34825,8 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="id72">
-<span class="sig-name descname"><span class="pre">session_service</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">BaseSessionService</span></em><a class="headerlink" href="#id72" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id261">
+<span class="sig-name descname"><span class="pre">session_service</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">BaseSessionService</span></em><a class="headerlink" href="#id261" title="Link to this definition">¶</a></dt>
 <dd><p>The session service for the runner.</p>
 </dd></dl>
 
@@ -29339,6 +34907,45 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.BaseSessionService.get_user_state">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_user_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.BaseSessionService.get_user_state" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the user-scoped state for the given app and user.</p>
+<p>User state is keyed by <code class="docutils literal notranslate"><span class="pre">(app_name,</span> <span class="pre">user_id)</span></code> and shared across all
+sessions of the same user within the same app.  The returned dictionary
+uses raw keys <strong>without</strong> the <code class="docutils literal notranslate"><span class="pre">user:</span></code> prefix (e.g. <code class="docutils literal notranslate"><span class="pre">&quot;my_key&quot;</span></code> rather
+than <code class="docutils literal notranslate"><span class="pre">&quot;user:my_key&quot;</span></code>).</p>
+<p>This method exists so that callers can read user state without holding an
+active <code class="docutils literal notranslate"><span class="pre">session_id</span></code>.  A common use case is bootstrapping context at the
+start of a new session before calling <code class="docutils literal notranslate"><span class="pre">create_session</span></code>, which would
+otherwise require an expensive <code class="docutils literal notranslate"><span class="pre">list_sessions</span></code> call just to access
+user-scoped data.</p>
+<p>Returns an empty dict when no user state has been stored for this
+<code class="docutils literal notranslate"><span class="pre">(app_name,</span> <span class="pre">user_id)</span></code> combination.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The name of the app.</p></li>
+<li><p><strong>user_id</strong> – The ID of the user.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A dictionary of raw (un-prefixed) user-scoped key/value pairs, or an
+empty dict when no user state exists.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>NotImplementedError</strong> – When the concrete <code class="docutils literal notranslate"><span class="pre">BaseSessionService</span></code>
+    implementation does not support reading user state independently of a
+    session.  Callers should catch this, then enumerate sessions via
+    <code class="docutils literal notranslate"><span class="pre">list_sessions</span></code> and call <code class="docutils literal notranslate"><span class="pre">get_session</span></code> on each result to access
+    the merged state, or accept that user state is unavailable.</p>
+</dd>
+</dl>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="google.adk.sessions.BaseSessionService.list_sessions">
 <em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">list_sessions</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.BaseSessionService.list_sessions" title="Link to this definition">¶</a></dt>
@@ -29362,6 +34969,312 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.sessions.DatabaseSessionService">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.sessions.</span></span><span class="sig-name descname"><span class="pre">DatabaseSessionService</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">db_url</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.DatabaseSessionService" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.sessions.BaseSessionService" title="google.adk.sessions.base_session_service.BaseSessionService"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseSessionService</span></code></a></p>
+<p>A session service that uses a database for storage.</p>
+<p>Initializes the database session service with a database URL.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.DatabaseSessionService.append_event">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">append_event</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.DatabaseSessionService.append_event" title="Link to this definition">¶</a></dt>
+<dd><p>Appends an event to a session object.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.events.Event" title="google.adk.events.event.Event"><code class="xref py py-class docutils literal notranslate"><span class="pre">Event</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.DatabaseSessionService.close">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.DatabaseSessionService.close" title="Link to this definition">¶</a></dt>
+<dd><p>Disposes the SQLAlchemy engine and closes pooled connections.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.DatabaseSessionService.create_session">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_session</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.DatabaseSessionService.create_session" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a new session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.sessions.Session" title="google.adk.sessions.session.Session"><code class="xref py py-class docutils literal notranslate"><span class="pre">Session</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – the name of the app.</p></li>
+<li><p><strong>user_id</strong> – the id of the user.</p></li>
+<li><p><strong>state</strong> – the initial state of the session.</p></li>
+<li><p><strong>session_id</strong> – the client-provided id of the session. If not provided, a
+generated ID will be used.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The newly created session instance.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>session</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.DatabaseSessionService.delete_session">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">delete_session</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.DatabaseSessionService.delete_session" title="Link to this definition">¶</a></dt>
+<dd><p>Deletes a session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.DatabaseSessionService.get_session">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_session</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.DatabaseSessionService.get_session" title="Link to this definition">¶</a></dt>
+<dd><p>Gets a session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<a class="reference internal" href="#google.adk.sessions.Session" title="google.adk.sessions.session.Session"><code class="xref py py-class docutils literal notranslate"><span class="pre">Session</span></code></a>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.DatabaseSessionService.get_user_state">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_user_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.DatabaseSessionService.get_user_state" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the user-scoped state for the given app and user.</p>
+<p>User state is keyed by <code class="docutils literal notranslate"><span class="pre">(app_name,</span> <span class="pre">user_id)</span></code> and shared across all
+sessions of the same user within the same app.  The returned dictionary
+uses raw keys <strong>without</strong> the <code class="docutils literal notranslate"><span class="pre">user:</span></code> prefix (e.g. <code class="docutils literal notranslate"><span class="pre">&quot;my_key&quot;</span></code> rather
+than <code class="docutils literal notranslate"><span class="pre">&quot;user:my_key&quot;</span></code>).</p>
+<p>This method exists so that callers can read user state without holding an
+active <code class="docutils literal notranslate"><span class="pre">session_id</span></code>.  A common use case is bootstrapping context at the
+start of a new session before calling <code class="docutils literal notranslate"><span class="pre">create_session</span></code>, which would
+otherwise require an expensive <code class="docutils literal notranslate"><span class="pre">list_sessions</span></code> call just to access
+user-scoped data.</p>
+<p>Returns an empty dict when no user state has been stored for this
+<code class="docutils literal notranslate"><span class="pre">(app_name,</span> <span class="pre">user_id)</span></code> combination.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The name of the app.</p></li>
+<li><p><strong>user_id</strong> – The ID of the user.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A dictionary of raw (un-prefixed) user-scoped key/value pairs, or an
+empty dict when no user state exists.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>NotImplementedError</strong> – When the concrete <code class="docutils literal notranslate"><span class="pre">BaseSessionService</span></code>
+    implementation does not support reading user state independently of a
+    session.  Callers should catch this, then enumerate sessions via
+    <code class="docutils literal notranslate"><span class="pre">list_sessions</span></code> and call <code class="docutils literal notranslate"><span class="pre">get_session</span></code> on each result to access
+    the merged state, or accept that user state is unavailable.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.DatabaseSessionService.list_sessions">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">list_sessions</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.DatabaseSessionService.list_sessions" title="Link to this definition">¶</a></dt>
+<dd><p>Lists all the sessions for a user.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ListSessionsResponse</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The name of the app.</p></li>
+<li><p><strong>user_id</strong> – The ID of the user. If not provided, lists all sessions for all
+users.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A ListSessionsResponse containing the sessions.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.sessions.InMemorySessionService">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.sessions.</span></span><span class="sig-name descname"><span class="pre">InMemorySessionService</span></span><a class="headerlink" href="#google.adk.sessions.InMemorySessionService" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.sessions.BaseSessionService" title="google.adk.sessions.base_session_service.BaseSessionService"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseSessionService</span></code></a></p>
+<p>An in-memory implementation of the session service.</p>
+<p>It is not suitable for multi-threaded production environments. Use it for
+testing and development only.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.InMemorySessionService.append_event">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">append_event</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.InMemorySessionService.append_event" title="Link to this definition">¶</a></dt>
+<dd><p>Appends an event to a session object.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.events.Event" title="google.adk.events.event.Event"><code class="xref py py-class docutils literal notranslate"><span class="pre">Event</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.InMemorySessionService.create_session">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_session</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.InMemorySessionService.create_session" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a new session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.sessions.Session" title="google.adk.sessions.session.Session"><code class="xref py py-class docutils literal notranslate"><span class="pre">Session</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – the name of the app.</p></li>
+<li><p><strong>user_id</strong> – the id of the user.</p></li>
+<li><p><strong>state</strong> – the initial state of the session.</p></li>
+<li><p><strong>session_id</strong> – the client-provided id of the session. If not provided, a
+generated ID will be used.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The newly created session instance.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>session</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.InMemorySessionService.create_session_sync">
+<span class="sig-name descname"><span class="pre">create_session_sync</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.InMemorySessionService.create_session_sync" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.sessions.Session" title="google.adk.sessions.session.Session"><code class="xref py py-class docutils literal notranslate"><span class="pre">Session</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.InMemorySessionService.delete_session">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">delete_session</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.InMemorySessionService.delete_session" title="Link to this definition">¶</a></dt>
+<dd><p>Deletes a session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.InMemorySessionService.delete_session_sync">
+<span class="sig-name descname"><span class="pre">delete_session_sync</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.InMemorySessionService.delete_session_sync" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.InMemorySessionService.get_session">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_session</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.InMemorySessionService.get_session" title="Link to this definition">¶</a></dt>
+<dd><p>Gets a session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<a class="reference internal" href="#google.adk.sessions.Session" title="google.adk.sessions.session.Session"><code class="xref py py-class docutils literal notranslate"><span class="pre">Session</span></code></a>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.InMemorySessionService.get_session_sync">
+<span class="sig-name descname"><span class="pre">get_session_sync</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.InMemorySessionService.get_session_sync" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<a class="reference internal" href="#google.adk.sessions.Session" title="google.adk.sessions.session.Session"><code class="xref py py-class docutils literal notranslate"><span class="pre">Session</span></code></a>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.InMemorySessionService.get_user_state">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_user_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.InMemorySessionService.get_user_state" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the user-scoped state for the given app and user.</p>
+<p>User state is keyed by <code class="docutils literal notranslate"><span class="pre">(app_name,</span> <span class="pre">user_id)</span></code> and shared across all
+sessions of the same user within the same app.  The returned dictionary
+uses raw keys <strong>without</strong> the <code class="docutils literal notranslate"><span class="pre">user:</span></code> prefix (e.g. <code class="docutils literal notranslate"><span class="pre">&quot;my_key&quot;</span></code> rather
+than <code class="docutils literal notranslate"><span class="pre">&quot;user:my_key&quot;</span></code>).</p>
+<p>This method exists so that callers can read user state without holding an
+active <code class="docutils literal notranslate"><span class="pre">session_id</span></code>.  A common use case is bootstrapping context at the
+start of a new session before calling <code class="docutils literal notranslate"><span class="pre">create_session</span></code>, which would
+otherwise require an expensive <code class="docutils literal notranslate"><span class="pre">list_sessions</span></code> call just to access
+user-scoped data.</p>
+<p>Returns an empty dict when no user state has been stored for this
+<code class="docutils literal notranslate"><span class="pre">(app_name,</span> <span class="pre">user_id)</span></code> combination.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The name of the app.</p></li>
+<li><p><strong>user_id</strong> – The ID of the user.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A dictionary of raw (un-prefixed) user-scoped key/value pairs, or an
+empty dict when no user state exists.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>NotImplementedError</strong> – When the concrete <code class="docutils literal notranslate"><span class="pre">BaseSessionService</span></code>
+    implementation does not support reading user state independently of a
+    session.  Callers should catch this, then enumerate sessions via
+    <code class="docutils literal notranslate"><span class="pre">list_sessions</span></code> and call <code class="docutils literal notranslate"><span class="pre">get_session</span></code> on each result to access
+    the merged state, or accept that user state is unavailable.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.InMemorySessionService.list_sessions">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">list_sessions</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.InMemorySessionService.list_sessions" title="Link to this definition">¶</a></dt>
+<dd><p>Lists all the sessions for a user.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ListSessionsResponse</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The name of the app.</p></li>
+<li><p><strong>user_id</strong> – The ID of the user. If not provided, lists all sessions for all
+users.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A ListSessionsResponse containing the sessions.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.InMemorySessionService.list_sessions_sync">
+<span class="sig-name descname"><span class="pre">list_sessions_sync</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.InMemorySessionService.list_sessions_sync" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ListSessionsResponse</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
 <dl class="py class pydantic_model">
 <dt class="sig sig-object py" id="google.adk.sessions.Session">
 <em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.sessions.</span></span><span class="sig-name descname"><span class="pre">Session</span></span><a class="headerlink" href="#google.adk.sessions.Session" title="Link to this definition">¶</a></dt>
@@ -29374,23 +35287,42 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;examples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;session-abc123&quot;</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;appName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Application name that owns the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;examples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;hello_world&quot;</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Appname&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;userId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User ID that owns the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;examples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;user-123&quot;</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userid&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Current persisted session state.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;examples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;locale&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;en-US&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;events&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ordered event history for the session, including user, model, and tool events (e.g. user input, model response, function call/response).&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Event&quot;</span>
 <span class="w">         </span><span class="p">},</span>
@@ -29399,6 +35331,10 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;lastUpdateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.0</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unix timestamp in seconds for the most recent session update.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;examples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="mf">1742000000.0</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastupdatetime&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">      </span><span class="p">}</span>
@@ -29836,7 +35772,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the `ExecutableCode`.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -29873,7 +35809,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -29993,6 +35929,17 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turncomplete&quot;</span>
 <span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;turnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCompleteReason&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;finishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -30459,7 +36406,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model-generated code executed server-side, results returned to the model.\n\nOnly generated when using the `CodeExecution` tool, in which the code will\nbe automatically executed, and a corresponding `CodeExecutionResult` will\nalso be generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -30496,7 +36443,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -30576,7 +36523,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -30588,7 +36535,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unique id of the function call. If populated, the client to execute the\n   `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -30602,7 +36549,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -30615,7 +36562,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches [FunctionDeclaration.name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -30653,7 +36600,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -30665,7 +36612,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -30678,7 +36625,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -30693,7 +36640,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a function response. Each part may\n      have a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -30719,7 +36666,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -30742,7 +36689,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the FunctionResponse.response\nfield.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -30768,7 +36715,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Inline media bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -30781,7 +36728,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob.\n      Used to provide a label or filename to distinguish blobs.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -30790,7 +36737,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -30828,7 +36775,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file.\n      Used to provide a label or filename to distinguish files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -30837,7 +36784,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`.\n\nA `FunctionResponsePart` must have a fixed IANA MIME type identifying the\ntype and subtype of the media if the `inline_data` field is filled with raw\nbytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -30849,7 +36796,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -30861,14 +36808,14 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. URI based data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
@@ -31698,7 +37645,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -31711,7 +37658,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Media ID. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -32251,7 +38198,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResmumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames arelikely not needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames are likely not needed.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastconsumedclientmessageindex&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -32383,7 +38330,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
@@ -32397,7 +38344,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents token counting info for a single modality.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -32409,7 +38356,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality associated with this token count.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -33393,6 +39340,32 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
@@ -33842,7 +39815,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Conent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -33869,11 +39842,59 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TurnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the turn is complete.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TURN_COMPLETE_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RESPONSE_REJECTED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NEED_MORE_INPUT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_CONTAIN_PROMINENT_PERSON_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_PHOTO_REALISTIC_CHILD_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_NCII_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IP_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNSAFE_PROMPT_FOR_IMAGE_GENERATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_AUDIO_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_VIDEO_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROMINENT_PEOPLE_DETECTED_BY_REWRITER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_IDENTIFIABLE_PEOPLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_MINORS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTPUT_IMAGE_IP_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAX_REGENERATION_REACHED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCompleteReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;UiWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rendering metadata for a UI widget associated with an event.\n\nWhen present on an Event.actions, the UI renders the widget using the\nspecified provider&#39;s renderer component.&quot;</span><span class="p">,</span>
@@ -33971,38 +39992,37 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <dl class="py attribute pydantic_field">
 <dt class="sig sig-object py" id="google.adk.sessions.Session.app_name">
 <em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">app_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'appName')</span></em><a class="headerlink" href="#google.adk.sessions.Session.app_name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the app.</p>
+<dd><p>Application name that owns the session.</p>
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
 <dt class="sig sig-object py" id="google.adk.sessions.Session.events">
 <em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">events</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">list[Event]</span></em><em class="property"> <span class="pre">[Optional]</span></em><a class="headerlink" href="#google.adk.sessions.Session.events" title="Link to this definition">¶</a></dt>
-<dd><p>The events of the session, e.g. user input, model response, function
-call/response, etc.</p>
+<dd><p>Ordered event history for the session, including user, model, and tool events (e.g. user input, model response, function call/response).</p>
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
 <dt class="sig sig-object py" id="google.adk.sessions.Session.id">
 <em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#google.adk.sessions.Session.id" title="Link to this definition">¶</a></dt>
-<dd><p>The unique identifier of the session.</p>
+<dd><p>Unique identifier of the session.</p>
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
 <dt class="sig sig-object py" id="google.adk.sessions.Session.last_update_time">
 <em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">last_update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">0.0</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'lastUpdateTime')</span></em><a class="headerlink" href="#google.adk.sessions.Session.last_update_time" title="Link to this definition">¶</a></dt>
-<dd><p>The last update time of the session.</p>
+<dd><p>Unix timestamp in seconds for the most recent session update.</p>
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
 <dt class="sig sig-object py" id="google.adk.sessions.Session.state">
 <em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">state</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">Any]</span></em><em class="property"> <span class="pre">[Optional]</span></em><a class="headerlink" href="#google.adk.sessions.Session.state" title="Link to this definition">¶</a></dt>
-<dd><p>The state of the session.</p>
+<dd><p>Current persisted session state.</p>
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
 <dt class="sig sig-object py" id="google.adk.sessions.Session.user_id">
 <em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userId')</span></em><a class="headerlink" href="#google.adk.sessions.Session.user_id" title="Link to this definition">¶</a></dt>
-<dd><p>The id of the user.</p>
+<dd><p>User ID that owns the session.</p>
 </dd></dl>
 
 <dl class="py method">
@@ -34119,6 +40139,127 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <p>Raised when a state mutation violates the declared state_schema.</p>
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.sessions.VertexAiSessionService">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.sessions.</span></span><span class="sig-name descname"><span class="pre">VertexAiSessionService</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">project</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">agent_engine_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">express_mode_api_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.VertexAiSessionService" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#google.adk.sessions.BaseSessionService" title="google.adk.sessions.base_session_service.BaseSessionService"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseSessionService</span></code></a></p>
+<p>Connects to the Vertex AI Agent Engine Session Service using Agent Engine SDK.</p>
+<p><a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/agent-engine/sessions/overview">https://cloud.google.com/vertex-ai/generative-ai/docs/agent-engine/sessions/overview</a></p>
+<p>Initializes the VertexAiSessionService.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>project</strong> – The project id of the project to use.</p></li>
+<li><p><strong>location</strong> – The location of the project to use.</p></li>
+<li><p><strong>agent_engine_id</strong> – The resource ID of the agent engine to use.</p></li>
+<li><p><strong>express_mode_api_key</strong> – The API key to use for Express Mode. If not
+provided, the API key from the GOOGLE_API_KEY environment variable will
+be used. It will only be used if GOOGLE_GENAI_USE_ENTERPRISE is true. Do
+not use Google AI Studio API key for this field. For more details, visit
+<a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/start/express-mode/overview">https://cloud.google.com/vertex-ai/generative-ai/docs/start/express-mode/overview</a></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.VertexAiSessionService.append_event">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">append_event</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.VertexAiSessionService.append_event" title="Link to this definition">¶</a></dt>
+<dd><p>Appends an event to a session object.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.events.Event" title="google.adk.events.event.Event"><code class="xref py py-class docutils literal notranslate"><span class="pre">Event</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.VertexAiSessionService.create_session">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_session</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.VertexAiSessionService.create_session" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a new session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.sessions.Session" title="google.adk.sessions.session.Session"><code class="xref py py-class docutils literal notranslate"><span class="pre">Session</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The name of the application.</p></li>
+<li><p><strong>user_id</strong> – The ID of the user.</p></li>
+<li><p><strong>state</strong> – The initial state of the session.</p></li>
+<li><p><strong>session_id</strong> – The ID of the session.</p></li>
+<li><p><strong>**kwargs</strong> – Additional arguments to pass to the session creation. E.g. set
+expire_time=’2025-10-01T00:00:00Z’ to set the session expiration time.
+See <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines.sessions">https://cloud.google.com/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines.sessions</a>
+for more details.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The created session.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.VertexAiSessionService.delete_session">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">delete_session</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.VertexAiSessionService.delete_session" title="Link to this definition">¶</a></dt>
+<dd><p>Deletes a session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.VertexAiSessionService.get_session">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_session</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">session_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.VertexAiSessionService.get_session" title="Link to this definition">¶</a></dt>
+<dd><p>Gets a session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<a class="reference internal" href="#google.adk.sessions.Session" title="google.adk.sessions.session.Session"><code class="xref py py-class docutils literal notranslate"><span class="pre">Session</span></code></a>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.VertexAiSessionService.get_user_state">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_user_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.VertexAiSessionService.get_user_state" title="Link to this definition">¶</a></dt>
+<dd><p>Not supported by the Vertex AI Agent Engine backend.</p>
+<p>The Vertex AI Agent Engine API does not expose user state independently of
+a session.  To read user state, enumerate sessions via <code class="docutils literal notranslate"><span class="pre">list_sessions</span></code>
+and call <code class="docutils literal notranslate"><span class="pre">get_session</span></code> on each result to access the merged state.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>NotImplementedError</strong> – Always, because the Vertex AI Agent Engine API does
+    not provide a way to query user state without a session.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.sessions.VertexAiSessionService.list_sessions">
+<em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">list_sessions</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">app_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">user_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.sessions.VertexAiSessionService.list_sessions" title="Link to this definition">¶</a></dt>
+<dd><p>Lists all the sessions for a user.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ListSessionsResponse</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>app_name</strong> – The name of the app.</p></li>
+<li><p><strong>user_id</strong> – The ID of the user. If not provided, lists all sessions for all
+users.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A ListSessionsResponse containing the sessions.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
 </section>
 <section id="module-google.adk.skills">
 <span id="google-adk-skills-module"></span><h1>google.adk.skills module<a class="headerlink" href="#module-google.adk.skills" title="Link to this heading">¶</a></h1>
@@ -34256,13 +40397,13 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id73">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">allowed_tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'allowed-tools')</span></em><a class="headerlink" href="#id73" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id262">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">allowed_tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'allowed-tools')</span></em><a class="headerlink" href="#id262" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id74">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">compatibility</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id74" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id263">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">compatibility</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id263" title="Link to this definition">¶</a></dt>
 <dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -34273,8 +40414,8 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id75">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id75" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id264">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id264" title="Link to this definition">¶</a></dt>
 <dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -34285,13 +40426,13 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id76">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">license</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id76" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id265">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">license</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[str]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id265" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id77">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">Any]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">{}</span></em><a class="headerlink" href="#id77" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id266">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">Any]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">{}</span></em><a class="headerlink" href="#id266" title="Link to this definition">¶</a></dt>
 <dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -34302,8 +40443,8 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id78">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id78" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id267">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id267" title="Link to this definition">¶</a></dt>
 <dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -34416,18 +40557,18 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id79">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">assets</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">bytes]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">{}</span></em><a class="headerlink" href="#id79" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id268">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">assets</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">bytes]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">{}</span></em><a class="headerlink" href="#id268" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id80">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">references</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">bytes]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">{}</span></em><a class="headerlink" href="#id80" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id269">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">references</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">bytes]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">{}</span></em><a class="headerlink" href="#id269" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id81">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scripts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">Script]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">{}</span></em><a class="headerlink" href="#id81" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id270">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scripts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">Script]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">{}</span></em><a class="headerlink" href="#id270" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
@@ -34744,18 +40885,18 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id82">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">frontmatter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Frontmatter</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id82" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id271">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">frontmatter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Frontmatter</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id271" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id83">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">instructions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id83" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id272">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">instructions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id272" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id84">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">resources</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Resources</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">Resources(references={},</span> <span class="pre">assets={},</span> <span class="pre">scripts={})</span></em><a class="headerlink" href="#id84" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id273">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">resources</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Resources</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">Resources(references={},</span> <span class="pre">assets={},</span> <span class="pre">scripts={})</span></em><a class="headerlink" href="#id273" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py property">
@@ -34923,6 +41064,204 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </section>
 <section id="module-google.adk.telemetry">
 <span id="google-adk-telemetry-module"></span><h1>google.adk.telemetry module<a class="headerlink" href="#module-google.adk.telemetry" title="Link to this heading">¶</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="google.adk.telemetry.ContentCapturingMode">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.telemetry.</span></span><span class="sig-name descname"><span class="pre">ContentCapturingMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.telemetry.ContentCapturingMode" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
+<p>Mirror of <code class="docutils literal notranslate"><span class="pre">opentelemetry.util.genai.types.ContentCapturingMode</span></code>.</p>
+<p>Defined locally rather than imported because <code class="docutils literal notranslate"><span class="pre">opentelemetry-util-genai</span></code>
+is an optional, in-development dependency. Values are the canonical states
+for <code class="docutils literal notranslate"><span class="pre">OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT</span></code>.</p>
+<dl class="simple">
+<dt>Members:</dt><dd><p>NO_CONTENT: No content captured (matches env value <code class="docutils literal notranslate"><span class="pre">''</span></code>).
+EVENT_ONLY: Content on the emitted LogRecord only.
+SPAN_ONLY: Content on the active span only.
+SPAN_AND_EVENT: Content on both the LogRecord and the active span.</p>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.telemetry.ContentCapturingMode.EVENT_ONLY">
+<span class="sig-name descname"><span class="pre">EVENT_ONLY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EVENT_ONLY'</span></em><a class="headerlink" href="#google.adk.telemetry.ContentCapturingMode.EVENT_ONLY" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.telemetry.ContentCapturingMode.NO_CONTENT">
+<span class="sig-name descname"><span class="pre">NO_CONTENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'NO_CONTENT'</span></em><a class="headerlink" href="#google.adk.telemetry.ContentCapturingMode.NO_CONTENT" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.telemetry.ContentCapturingMode.SPAN_AND_EVENT">
+<span class="sig-name descname"><span class="pre">SPAN_AND_EVENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SPAN_AND_EVENT'</span></em><a class="headerlink" href="#google.adk.telemetry.ContentCapturingMode.SPAN_AND_EVENT" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.telemetry.ContentCapturingMode.SPAN_ONLY">
+<span class="sig-name descname"><span class="pre">SPAN_ONLY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SPAN_ONLY'</span></em><a class="headerlink" href="#google.adk.telemetry.ContentCapturingMode.SPAN_ONLY" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="google.adk.telemetry.TelemetryConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.telemetry.</span></span><span class="sig-name descname"><span class="pre">TelemetryConfig</span></span><a class="headerlink" href="#google.adk.telemetry.TelemetryConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Per-request OpenTelemetry configuration.</p>
+<p>Attached to an invocation via <code class="docutils literal notranslate"><span class="pre">RunConfig.telemetry</span></code>. Any field left as
+<code class="docutils literal notranslate"><span class="pre">None</span></code> falls back to its corresponding env var (an <code class="docutils literal notranslate"><span class="pre">OTEL_*</span></code> var, plus the
+default-on <code class="docutils literal notranslate"><span class="pre">ADK_CAPTURE_MESSAGE_CONTENT_IN_SPANS</span></code> for legacy spans).
+<code class="docutils literal notranslate"><span class="pre">frozen=True</span></code> lets the same config be shared safely across concurrent
+invocations; the resolution properties read env lazily, so later
+<code class="docutils literal notranslate"><span class="pre">os.environ</span></code> changes are still picked up.</p>
+<dl class="simple">
+<dt>Limitations:</dt><dd><ul class="simple">
+<li><p>When <code class="docutils literal notranslate"><span class="pre">opentelemetry-instrumentation-google-genai</span></code> is installed and
+wraps <code class="docutils literal notranslate"><span class="pre">google.genai.Models.generate_content</span></code>, span creation is
+delegated to that library, which reads its own OTel env vars; per-request
+overrides are inoperative for the inference span (but still apply to
+ADK-owned spans).</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.telemetry.TelemetryConfig.genai_semconv_stability_opt_in">
+<span class="sig-name descname"><span class="pre">genai_semconv_stability_opt_in</span></span><a class="headerlink" href="#google.adk.telemetry.TelemetryConfig.genai_semconv_stability_opt_in" title="Link to this definition">¶</a></dt>
+<dd><p>Override for
+<code class="docutils literal notranslate"><span class="pre">OTEL_SEMCONV_STABILITY_OPT_IN</span></code>. <code class="docutils literal notranslate"><span class="pre">'experimental'</span></code> opts in to the
+experimental GenAI semconv attributes; <code class="docutils literal notranslate"><span class="pre">'stable'</span></code> keeps the legacy path.
+<code class="docutils literal notranslate"><span class="pre">'stable'</span></code> has no env-var equivalent (the env path infers stable from
+the absence of <code class="docutils literal notranslate"><span class="pre">'gen_ai_latest_experimental'</span></code> in the CSV).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="google.adk.telemetry.TelemetryConfig.capture_message_content">
+<span class="sig-name descname"><span class="pre">capture_message_content</span></span><a class="headerlink" href="#google.adk.telemetry.TelemetryConfig.capture_message_content" title="Link to this definition">¶</a></dt>
+<dd><p>Override for
+<code class="docutils literal notranslate"><span class="pre">OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT</span></code>. Pass a
+<a class="reference internal" href="#google.adk.telemetry.ContentCapturingMode" title="google.adk.telemetry.ContentCapturingMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentCapturingMode</span></code></a> member; the env-var path accepts the
+matching uppercase string.</p>
+</dd></dl>
+
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TelemetryConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Per-request OpenTelemetry configuration.\n\nAttached to an invocation via ``RunConfig.telemetry``. Any field left as\n``None`` falls back to its corresponding env var (an ``OTEL_*`` var, plus the\ndefault-on ``ADK_CAPTURE_MESSAGE_CONTENT_IN_SPANS`` for legacy spans).\n``frozen=True`` lets the same config be shared safely across concurrent\ninvocations; the resolution properties read env lazily, so later\n``os.environ`` changes are still picked up.\n\nLimitations:\n  * When ``opentelemetry-instrumentation-google-genai`` is installed and\n    wraps ``google.genai.Models.generate_content``, span creation is\n    delegated to that library, which reads its own OTel env vars; per-request\n    overrides are inoperative for the inference span (but still apply to\n    ADK-owned spans).\n\nAttributes:\n  genai_semconv_stability_opt_in: Override for\n    ``OTEL_SEMCONV_STABILITY_OPT_IN``. ``&#39;experimental&#39;`` opts in to the\n    experimental GenAI semconv attributes; ``&#39;stable&#39;`` keeps the legacy path.\n    ``&#39;stable&#39;`` has no env-var equivalent (the env path infers stable from\n    the absence of ``&#39;gen_ai_latest_experimental&#39;`` in the CSV).\n  capture_message_content: Override for\n    ``OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT``. Pass a\n    :class:`ContentCapturingMode` member; the env-var path accepts the\n    matching uppercase string.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;genai_semconv_stability_opt_in&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="s2">&quot;stable&quot;</span><span class="p">,</span>
+<span class="w">                  </span><span class="s2">&quot;experimental&quot;</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Genai Semconv Stability Opt In&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;capture_message_content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentCapturingMode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ContentCapturingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mirror of ``opentelemetry.util.genai.types.ContentCapturingMode``.\n\nDefined locally rather than imported because ``opentelemetry-util-genai``\nis an optional, in-development dependency. Values are the canonical states\nfor ``OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT``.\n\nMembers:\n  NO_CONTENT: No content captured (matches env value ``&#39;&#39;``).\n  EVENT_ONLY: Content on the emitted LogRecord only.\n  SPAN_ONLY: Content on the active span only.\n  SPAN_AND_EVENT: Content on both the LogRecord and the active span.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;NO_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EVENT_ONLY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SPAN_ONLY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SPAN_AND_EVENT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentCapturingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">capture_message_content</span> <span class="pre">(google.adk.telemetry.context.ContentCapturingMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">genai_semconv_stability_opt_in</span> <span class="pre">(Literal['stable',</span> <span class="pre">'experimental']</span> <span class="pre">|</span> <span class="pre">None)</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id274">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">capture_message_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[ContentCapturingMode]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id274" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="id275">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">genai_semconv_stability_opt_in</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional[Literal['stable',</span> <span class="pre">'experimental']]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id275" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.telemetry.TelemetryConfig.content_capturing_mode_value">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">content_capturing_mode_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#google.adk.telemetry.TelemetryConfig.content_capturing_mode_value" title="Link to this definition">¶</a></dt>
+<dd><p><a class="reference internal" href="#google.adk.telemetry.TelemetryConfig.resolved_content_capturing_mode" title="google.adk.telemetry.TelemetryConfig.resolved_content_capturing_mode"><code class="xref py py-attr docutils literal notranslate"><span class="pre">resolved_content_capturing_mode</span></code></a> as the canonical string.</p>
+<p>Returns <code class="docutils literal notranslate"><span class="pre">''</span></code> for <code class="docutils literal notranslate"><span class="pre">NO_CONTENT</span></code> (matching the historical env-var
+contract) and the member value otherwise.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.telemetry.TelemetryConfig.resolved_content_capturing_mode">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">resolved_content_capturing_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="#google.adk.telemetry.ContentCapturingMode" title="google.adk.telemetry.context.ContentCapturingMode"><span class="pre">ContentCapturingMode</span></a></em><a class="headerlink" href="#google.adk.telemetry.TelemetryConfig.resolved_content_capturing_mode" title="Link to this definition">¶</a></dt>
+<dd><p>The effective GenAI content-capturing mode.</p>
+<p>Precedence: admin lock &gt; <code class="docutils literal notranslate"><span class="pre">capture_message_content</span></code> &gt;
+<code class="docutils literal notranslate"><span class="pre">OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT</span></code> env var (legacy
+<code class="docutils literal notranslate"><span class="pre">'true'</span></code> / <code class="docutils literal notranslate"><span class="pre">'1'</span></code> coerce to <code class="docutils literal notranslate"><span class="pre">EVENT_ONLY</span></code>) &gt; <code class="docutils literal notranslate"><span class="pre">NO_CONTENT</span></code>. Env values
+outside the four-state set fall back to <code class="docutils literal notranslate"><span class="pre">NO_CONTENT</span></code>.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.telemetry.TelemetryConfig.should_add_content_to_experimental_spans">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">should_add_content_to_experimental_spans</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#google.adk.telemetry.TelemetryConfig.should_add_content_to_experimental_spans" title="Link to this definition">¶</a></dt>
+<dd><p>Whether content goes on the experimental inference span.</p>
+<p>OTel-spec routing: true for the span-bearing modes (<code class="docutils literal notranslate"><span class="pre">SPAN_ONLY</span></code> /
+<code class="docutils literal notranslate"><span class="pre">SPAN_AND_EVENT</span></code>). Distinct from the legacy ADK knob in
+<a class="reference internal" href="#google.adk.telemetry.TelemetryConfig.should_add_content_to_legacy_spans" title="google.adk.telemetry.TelemetryConfig.should_add_content_to_legacy_spans"><code class="xref py py-attr docutils literal notranslate"><span class="pre">should_add_content_to_legacy_spans</span></code></a>, which has its own env fallback.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.telemetry.TelemetryConfig.should_add_content_to_legacy_spans">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">should_add_content_to_legacy_spans</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#google.adk.telemetry.TelemetryConfig.should_add_content_to_legacy_spans" title="Link to this definition">¶</a></dt>
+<dd><p>Whether content goes on ADK-owned (legacy) spans.</p>
+<p>Separate knob from the OTel content env var. A per-request
+<code class="docutils literal notranslate"><span class="pre">capture_message_content</span></code> uses the OTel-spec span routing; otherwise this
+falls back to <code class="docutils literal notranslate"><span class="pre">ADK_CAPTURE_MESSAGE_CONTENT_IN_SPANS</span></code>, which defaults on.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.telemetry.TelemetryConfig.should_add_content_to_logs">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">should_add_content_to_logs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#google.adk.telemetry.TelemetryConfig.should_add_content_to_logs" title="Link to this definition">¶</a></dt>
+<dd><p>Whether content goes on emitted LogRecords (<code class="docutils literal notranslate"><span class="pre">EVENT_ONLY</span></code> / <code class="docutils literal notranslate"><span class="pre">SPAN_AND_EVENT</span></code>).</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.telemetry.TelemetryConfig.should_use_experimental_genai_semconv">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">should_use_experimental_genai_semconv</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#google.adk.telemetry.TelemetryConfig.should_use_experimental_genai_semconv" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to emit experimental GenAI semconv attributes.</p>
+<p>Precedence: admin lock &gt; <code class="docutils literal notranslate"><span class="pre">genai_semconv_stability_opt_in</span></code> &gt;
+<code class="docutils literal notranslate"><span class="pre">OTEL_SEMCONV_STABILITY_OPT_IN</span></code> env var &gt; <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p>
+</dd></dl>
+
+</dd></dl>
+
 <dl class="py function">
 <dt class="sig sig-object py" id="google.adk.telemetry.trace_call_llm">
 <span class="sig-prename descclassname"><span class="pre">google.adk.telemetry.</span></span><span class="sig-name descname"><span class="pre">trace_call_llm</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">invocation_context</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">event_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">llm_request</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">llm_response</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">span</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.telemetry.trace_call_llm" title="Link to this definition">¶</a></dt>
@@ -34943,7 +41282,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 
 <dl class="py function">
 <dt class="sig sig-object py" id="google.adk.telemetry.trace_merged_tool_calls">
-<span class="sig-prename descclassname"><span class="pre">google.adk.telemetry.</span></span><span class="sig-name descname"><span class="pre">trace_merged_tool_calls</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">response_event_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function_response_event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.telemetry.trace_merged_tool_calls" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">google.adk.telemetry.</span></span><span class="sig-name descname"><span class="pre">trace_merged_tool_calls</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">response_event_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function_response_event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invocation_context</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.telemetry.trace_merged_tool_calls" title="Link to this definition">¶</a></dt>
 <dd><p>Traces merged tool call events.</p>
 <p>Calling this function is not needed for telemetry purposes. This is provided
 for preventing /debug/trace requests (typically sent by web UI).</p>
@@ -34952,6 +41291,8 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>response_event_id</strong> – The ID of the response event.</p></li>
 <li><p><strong>function_response_event</strong> – The merged response event.</p></li>
+<li><p><strong>invocation_context</strong> – Optional invocation context. Forwarded so its
+<code class="docutils literal notranslate"><span class="pre">run_config.telemetry</span></code> overrides the env-var content toggle.</p></li>
 </ul>
 </dd>
 </dl>
@@ -34976,7 +41317,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 
 <dl class="py function">
 <dt class="sig sig-object py" id="google.adk.telemetry.trace_tool_call">
-<span class="sig-prename descclassname"><span class="pre">google.adk.telemetry.</span></span><span class="sig-name descname"><span class="pre">trace_tool_call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tool</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function_response_event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">error</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">span</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.telemetry.trace_tool_call" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">google.adk.telemetry.</span></span><span class="sig-name descname"><span class="pre">trace_tool_call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tool</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function_response_event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">error</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">span</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">error_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invocation_context</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.telemetry.trace_tool_call" title="Link to this definition">¶</a></dt>
 <dd><p>Traces tool call.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -34986,6 +41327,12 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <li><p><strong>function_response_event</strong> – The event with the function response details.</p></li>
 <li><p><strong>error</strong> – The exception raised during tool execution, if any.</p></li>
 <li><p><strong>span</strong> – The span to record attributes on. If None, uses current span.</p></li>
+<li><p><strong>error_type</strong> – An error type string detected from the tool’s response dict
+(e.g., “HTTP_ERROR”, “MCP_TOOL_ERROR”). Used when the tool returned an
+error as a dict rather than raising an exception. Ignored if <cite>error</cite> is
+also set (exception takes precedence).</p></li>
+<li><p><strong>invocation_context</strong> – Optional invocation context. Forwarded so its
+<code class="docutils literal notranslate"><span class="pre">run_config.telemetry</span></code> overrides the env-var content toggle.</p></li>
 </ul>
 </dd>
 </dl>
@@ -36715,10 +43062,10 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <code class="docutils literal notranslate"><span class="pre">ProgressFnT</span></code> callback that receives (progress, total, message). This
 callback will be shared by all tools in the toolset.  - A
 <code class="docutils literal notranslate"><span class="pre">ProgressCallbackFactory</span></code> that creates per-tool callbacks. The factory
-receives (tool_name, callback_context, <a href="#id85"><span class="problematic" id="id86">**</span></a>kwargs) and returns a
+receives (tool_name, callback_context, <a href="#id276"><span class="problematic" id="id277">**</span></a>kwargs) and returns a
 ProgressFnT or None. This allows different tools to have different
 progress handling logic and access/modify session state via the
-CallbackContext. The <a href="#id87"><span class="problematic" id="id88">**</span></a>kwargs parameter allows for future extensibility.</p></li>
+CallbackContext. The <a href="#id278"><span class="problematic" id="id279">**</span></a>kwargs parameter allows for future extensibility.</p></li>
 <li><p><strong>use_mcp_resources</strong> – Whether the agent should have access to MCP resources.
 This will add a <cite>load_mcp_resource</cite> tool to the toolset and include
 available resources in the agent context. Defaults to False.</p></li>
@@ -36752,7 +43099,6 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 
 <span class="c1"># Use in an agent</span>
 <span class="n">agent</span> <span class="o">=</span> <span class="n">LlmAgent</span><span class="p">(</span>
-    <span class="n">model</span><span class="o">=</span><span class="s1">&#39;gemini-2.5-flash&#39;</span><span class="p">,</span>
     <span class="n">name</span><span class="o">=</span><span class="s1">&#39;enterprise_assistant&#39;</span><span class="p">,</span>
     <span class="n">instruction</span><span class="o">=</span><span class="s1">&#39;Help user accessing their file systems&#39;</span><span class="p">,</span>
     <span class="n">tools</span><span class="o">=</span><span class="p">[</span><span class="n">toolset</span><span class="p">],</span>
@@ -36792,10 +43138,10 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <code class="docutils literal notranslate"><span class="pre">ProgressFnT</span></code> callback that receives (progress, total, message). This
 callback will be shared by all tools in the toolset.  - A
 <code class="docutils literal notranslate"><span class="pre">ProgressCallbackFactory</span></code> that creates per-tool callbacks. The factory
-receives (tool_name, callback_context, <a href="#id89"><span class="problematic" id="id90">**</span></a>kwargs) and returns a
+receives (tool_name, callback_context, <a href="#id280"><span class="problematic" id="id281">**</span></a>kwargs) and returns a
 ProgressFnT or None. This allows different tools to have different
 progress handling logic and access/modify session state via the
-CallbackContext. The <a href="#id91"><span class="problematic" id="id92">**</span></a>kwargs parameter allows for future extensibility.</p></li>
+CallbackContext. The <a href="#id282"><span class="problematic" id="id283">**</span></a>kwargs parameter allows for future extensibility.</p></li>
 <li><p><strong>use_mcp_resources</strong> – Whether the agent should have access to MCP resources.
 This will add a <cite>load_mcp_resource</cite> tool to the toolset and include
 available resources in the agent context. Defaults to False.</p></li>
@@ -36979,7 +43325,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 filter based on user context), subclass this tool and override the
 <cite>_build_vertex_ai_search_config</cite> method.</p>
 <p class="rubric">Example</p>
-<p><a href="#id93"><span class="problematic" id="id94">``</span></a><a href="#id95"><span class="problematic" id="id96">`</span></a>python
+<p><a href="#id284"><span class="problematic" id="id285">``</span></a><a href="#id286"><span class="problematic" id="id287">`</span></a>python
 class DynamicFilterSearchTool(VertexAiSearchTool):</p>
 <blockquote>
 <div><dl>
@@ -36997,7 +43343,7 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 </dd>
 </dl>
 </div></blockquote>
-<p><a href="#id97"><span class="problematic" id="id98">``</span></a><a href="#id99"><span class="problematic" id="id100">`</span></a></p>
+<p><a href="#id288"><span class="problematic" id="id289">``</span></a><a href="#id290"><span class="problematic" id="id291">`</span></a></p>
 <p>Initializes the Vertex AI Search tool.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -37055,22 +43401,14 @@ <h1>google.adk.integrations.skill_registry module<a class="headerlink" href="#go
 <dt class="sig sig-object py" id="google.adk.tools.transfer_to_agent">
 <span class="sig-prename descclassname"><span class="pre">google.adk.tools.</span></span><span class="sig-name descname"><span class="pre">transfer_to_agent</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">agent_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_context</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.transfer_to_agent" title="Link to this definition">¶</a></dt>
 <dd><p>Transfer the question to another agent.</p>
-<p>This tool hands off control to another agent when it’s more suitable to
+<p>Use this tool to hand off control to another agent that is more suitable to
 answer the user’s question according to the agent’s description.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Return type<span class="colon">:</span></dt>
 <dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
 </dd>
-</dl>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>For most use cases, you should use TransferToAgentTool instead of this
-function directly. TransferToAgentTool provides additional enum constraints
-that prevent LLMs from hallucinating invalid agent names.</p>
-</div>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>agent_name</strong> – the agent name to transfer to.</p>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>agent_name</strong> – the agent name to transfer to.</p>
 </dd>
 </dl>
 </dd></dl>
@@ -38303,7 +44641,7 @@ <h1>google.adk.tools.computer_use module<a class="headerlink" href="#google-adk-
 <dt class="sig sig-object py" id="google.adk.tools.crewai_tool.CrewaiTool.run_async">
 <em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">run_async</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_context</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.crewai_tool.CrewaiTool.run_async" title="Link to this definition">¶</a></dt>
 <dd><p>Override run_async to handle CrewAI-specific parameter filtering.</p>
-<p>CrewAI tools use <a href="#id101"><span class="problematic" id="id102">**</span></a>kwargs pattern, so we need special parameter filtering
+<p>CrewAI tools use <a href="#id292"><span class="problematic" id="id293">**</span></a>kwargs pattern, so we need special parameter filtering
 logic that allows all parameters to pass through while removing only
 reserved parameters like ‘self’ and ‘tool_context’.</p>
 <p>Note: ‘tool_context’ is removed from the initial args dictionary to prevent
@@ -38659,7 +44997,7 @@ <h1>google.adk.tools.enterprise_search_tool module<a class="headerlink" href="#g
 <li><p><strong>Execute</strong> – run shell commands</p></li>
 <li><p><strong>ReadFile</strong> – read file contents</p></li>
 <li><p><strong>EditFile</strong> – surgical text replacement</p></li>
-<li><p><a href="#id103"><span class="problematic" id="id104">**</span></a>WriteFile**q – create/overwrite files</p></li>
+<li><p><a href="#id294"><span class="problematic" id="id295">**</span></a>WriteFile**q – create/overwrite files</p></li>
 </ul>
 </dd>
 </dl>
@@ -38911,7 +45249,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the `ExecutableCode`.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -38948,7 +45286,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -39015,7 +45353,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model-generated code executed server-side, results returned to the model.\n\nOnly generated when using the `CodeExecution` tool, in which the code will\nbe automatically executed, and a corresponding `CodeExecutionResult` will\nalso be generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -39052,7 +45390,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -39108,7 +45446,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -39120,7 +45458,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unique id of the function call. If populated, the client to execute the\n   `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -39134,7 +45472,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -39147,7 +45485,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches [FunctionDeclaration.name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -39185,7 +45523,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -39197,7 +45535,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -39210,7 +45548,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -39225,7 +45563,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a function response. Each part may\n      have a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -39251,7 +45589,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -39274,7 +45612,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the FunctionResponse.response\nfield.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -39300,7 +45638,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Inline media bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -39313,7 +45651,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob.\n      Used to provide a label or filename to distinguish blobs.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -39322,7 +45660,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -39360,7 +45698,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file.\n      Used to provide a label or filename to distinguish files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -39369,7 +45707,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`.\n\nA `FunctionResponsePart` must have a fixed IANA MIME type identifying the\ntype and subtype of the media if the `inline_data` field is filled with raw\nbytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -39381,7 +45719,7 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -39393,14 +45731,14 @@ <h1>google.adk.tools.example_tool module<a class="headerlink" href="#google-adk-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. URI based data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
@@ -40166,7 +46504,7 @@ <h1>google.adk.tools.google_api_tool module<a class="headerlink" href="#google-a
 
 <dl class="py class">
 <dt class="sig sig-object py" id="google.adk.tools.google_api_tool.GoogleApiToolset">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.tools.google_api_tool.</span></span><span class="sig-name descname"><span class="pre">GoogleApiToolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">api_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_version</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">client_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">client_secret</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_filter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">service_account</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_name_prefix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">additional_headers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.google_api_tool.GoogleApiToolset" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.tools.google_api_tool.</span></span><span class="sig-name descname"><span class="pre">GoogleApiToolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">api_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_version</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">client_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">client_secret</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_filter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">service_account</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_name_prefix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">additional_headers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">additional_scopes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">discovery_url</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.google_api_tool.GoogleApiToolset" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#google.adk.tools.base_toolset.BaseToolset" title="google.adk.tools.base_toolset.BaseToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseToolset</span></code></a></p>
 <p>Google API Toolset contains tools for interacting with Google APIs.</p>
 <p>Usually one toolsets will contain tools only related to one Google API, e.g.
@@ -40184,6 +46522,8 @@ <h1>google.adk.tools.google_api_tool module<a class="headerlink" href="#google-a
 <li><p><strong>tool_name_prefix</strong> – Optional prefix to add to all tool names in this toolset.</p></li>
 <li><p><strong>additional_headers</strong> – Optional dict of HTTP headers to inject into every request
 executed by this toolset.</p></li>
+<li><p><strong>additional_scopes</strong> – Optional list of additional scopes to request.</p></li>
+<li><p><strong>discovery_url</strong> – Optional custom discovery URL to use for the API.</p></li>
 </ul>
 </dd>
 </dl>
@@ -40329,7 +46669,7 @@ <h1>google.adk.tools.google_maps_grounding_tool module<a class="headerlink" href
 <p>This tool operates internally within the model and does not require or perform
 local code execution.</p>
 <p>Only available for use with the VertexAI Gemini API (e.g.
-GOOGLE_GENAI_USE_VERTEXAI=TRUE)</p>
+GOOGLE_GENAI_USE_ENTERPRISE=TRUE)</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="google.adk.tools.google_maps_grounding_tool.GoogleMapsGroundingTool.process_llm_request">
 <em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">process_llm_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_context</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">llm_request</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.google_maps_grounding_tool.GoogleMapsGroundingTool.process_llm_request" title="Link to this definition">¶</a></dt>
@@ -40784,7 +47124,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the `ExecutableCode`.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -40821,7 +47161,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -40867,7 +47207,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model-generated code executed server-side, results returned to the model.\n\nOnly generated when using the `CodeExecution` tool, in which the code will\nbe automatically executed, and a corresponding `CodeExecutionResult` will\nalso be generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -40904,7 +47244,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -40960,7 +47300,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -40972,7 +47312,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unique id of the function call. If populated, the client to execute the\n   `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -40986,7 +47326,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -40999,7 +47339,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches [FunctionDeclaration.name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -41037,7 +47377,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -41049,7 +47389,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -41062,7 +47402,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -41077,7 +47417,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a function response. Each part may\n      have a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -41103,7 +47443,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -41126,7 +47466,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the FunctionResponse.response\nfield.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -41152,7 +47492,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Inline media bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -41165,7 +47505,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob.\n      Used to provide a label or filename to distinguish blobs.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -41174,7 +47514,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -41212,7 +47552,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file.\n      Used to provide a label or filename to distinguish files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
@@ -41221,7 +47561,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`.\n\nA `FunctionResponsePart` must have a fixed IANA MIME type identifying the\ntype and subtype of the media if the `inline_data` field is filled with raw\nbytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -41233,7 +47573,7 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -41245,14 +47585,14 @@ <h1>google.adk.tools.load_memory_tool module<a class="headerlink" href="#google-
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. URI based data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
@@ -41967,7 +48307,7 @@ <h1>google.adk.tools.mcp_tool module<a class="headerlink" href="#google-adk-tool
 <li><p>A <code class="docutils literal notranslate"><span class="pre">ProgressFnT</span></code> callback that receives (progress, total, message).
 This callback will be used for all invocations.</p></li>
 <li><p>A <code class="docutils literal notranslate"><span class="pre">ProgressCallbackFactory</span></code> that creates per-invocation callbacks.
-The factory receives (tool_name, callback_context, <a href="#id105"><span class="problematic" id="id106">**</span></a>kwargs) and
+The factory receives (tool_name, callback_context, <a href="#id296"><span class="problematic" id="id297">**</span></a>kwargs) and
 returns a ProgressFnT or None. This allows callbacks to access
 and modify runtime context like session state.</p></li>
 </ul>
@@ -42014,10 +48354,10 @@ <h1>google.adk.tools.mcp_tool module<a class="headerlink" href="#google-adk-tool
 <code class="docutils literal notranslate"><span class="pre">ProgressFnT</span></code> callback that receives (progress, total, message). This
 callback will be shared by all tools in the toolset.  - A
 <code class="docutils literal notranslate"><span class="pre">ProgressCallbackFactory</span></code> that creates per-tool callbacks. The factory
-receives (tool_name, callback_context, <a href="#id107"><span class="problematic" id="id108">**</span></a>kwargs) and returns a
+receives (tool_name, callback_context, <a href="#id298"><span class="problematic" id="id299">**</span></a>kwargs) and returns a
 ProgressFnT or None. This allows different tools to have different
 progress handling logic and access/modify session state via the
-CallbackContext. The <a href="#id109"><span class="problematic" id="id110">**</span></a>kwargs parameter allows for future extensibility.</p></li>
+CallbackContext. The <a href="#id300"><span class="problematic" id="id301">**</span></a>kwargs parameter allows for future extensibility.</p></li>
 <li><p><strong>use_mcp_resources</strong> – Whether the agent should have access to MCP resources.
 This will add a <cite>load_mcp_resource</cite> tool to the toolset and include
 available resources in the agent context. Defaults to False.</p></li>
@@ -42061,7 +48401,7 @@ <h1>google.adk.tools.mcp_tool module<a class="headerlink" href="#google-adk-tool
 <li><p>A <code class="docutils literal notranslate"><span class="pre">ProgressFnT</span></code> callback that receives (progress, total, message).
 This callback will be used for all invocations.</p></li>
 <li><p>A <code class="docutils literal notranslate"><span class="pre">ProgressCallbackFactory</span></code> that creates per-invocation callbacks.
-The factory receives (tool_name, callback_context, <a href="#id111"><span class="problematic" id="id112">**</span></a>kwargs) and
+The factory receives (tool_name, callback_context, <a href="#id302"><span class="problematic" id="id303">**</span></a>kwargs) and
 returns a ProgressFnT or None. This allows callbacks to access
 and modify runtime context like session state.</p></li>
 </ul>
@@ -42085,7 +48425,7 @@ <h1>google.adk.tools.mcp_tool module<a class="headerlink" href="#google-adk-tool
 <dd class="field-odd"><p>//` resource URI string, or None if not present.</p>
 </dd>
 <dt class="field-even">Return type<span class="colon">:</span></dt>
-<dd class="field-even"><p>The <a href="#id113"><span class="problematic" id="id114">`</span></a>ui</p>
+<dd class="field-even"><p>The <a href="#id304"><span class="problematic" id="id305">`</span></a>ui</p>
 </dd>
 </dl>
 </dd></dl>
@@ -42154,7 +48494,6 @@ <h1>google.adk.tools.mcp_tool module<a class="headerlink" href="#google-adk-tool
 
 <span class="c1"># Use in an agent</span>
 <span class="n">agent</span> <span class="o">=</span> <span class="n">LlmAgent</span><span class="p">(</span>
-    <span class="n">model</span><span class="o">=</span><span class="s1">&#39;gemini-2.5-flash&#39;</span><span class="p">,</span>
     <span class="n">name</span><span class="o">=</span><span class="s1">&#39;enterprise_assistant&#39;</span><span class="p">,</span>
     <span class="n">instruction</span><span class="o">=</span><span class="s1">&#39;Help user accessing their file systems&#39;</span><span class="p">,</span>
     <span class="n">tools</span><span class="o">=</span><span class="p">[</span><span class="n">toolset</span><span class="p">],</span>
@@ -42194,10 +48533,10 @@ <h1>google.adk.tools.mcp_tool module<a class="headerlink" href="#google-adk-tool
 <code class="docutils literal notranslate"><span class="pre">ProgressFnT</span></code> callback that receives (progress, total, message). This
 callback will be shared by all tools in the toolset.  - A
 <code class="docutils literal notranslate"><span class="pre">ProgressCallbackFactory</span></code> that creates per-tool callbacks. The factory
-receives (tool_name, callback_context, <a href="#id115"><span class="problematic" id="id116">**</span></a>kwargs) and returns a
+receives (tool_name, callback_context, <a href="#id306"><span class="problematic" id="id307">**</span></a>kwargs) and returns a
 ProgressFnT or None. This allows different tools to have different
 progress handling logic and access/modify session state via the
-CallbackContext. The <a href="#id117"><span class="problematic" id="id118">**</span></a>kwargs parameter allows for future extensibility.</p></li>
+CallbackContext. The <a href="#id308"><span class="problematic" id="id309">**</span></a>kwargs parameter allows for future extensibility.</p></li>
 <li><p><strong>use_mcp_resources</strong> – Whether the agent should have access to MCP resources.
 This will add a <cite>load_mcp_resource</cite> tool to the toolset and include
 available resources in the agent context. Defaults to False.</p></li>
@@ -42408,28 +48747,28 @@ <h1>google.adk.tools.mcp_tool module<a class="headerlink" href="#google-adk-tool
 </dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id119">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">headers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id119" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id310">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">headers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id310" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id120">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">httpx_client_factory</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">CheckableMcpHttpClientFactory</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">&lt;function</span> <span class="pre">create_mcp_http_client&gt;</span></em><a class="headerlink" href="#id120" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id311">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">httpx_client_factory</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">CheckableMcpHttpClientFactory</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">&lt;function</span> <span class="pre">create_mcp_http_client&gt;</span></em><a class="headerlink" href="#id311" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id121">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sse_read_timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">300.0</span></em><a class="headerlink" href="#id121" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id312">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sse_read_timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">300.0</span></em><a class="headerlink" href="#id312" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id122">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">5.0</span></em><a class="headerlink" href="#id122" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id313">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">5.0</span></em><a class="headerlink" href="#id313" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id123">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">url</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id123" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id314">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">url</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id314" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -42550,13 +48889,13 @@ <h1>google.adk.tools.mcp_tool module<a class="headerlink" href="#google-adk-tool
 </dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id124">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">server_params</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">StdioServerParameters</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id124" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id315">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">server_params</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">StdioServerParameters</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id315" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id125">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">5.0</span></em><a class="headerlink" href="#id125" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id316">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">5.0</span></em><a class="headerlink" href="#id316" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -42669,33 +49008,33 @@ <h1>google.adk.tools.mcp_tool module<a class="headerlink" href="#google-adk-tool
 </dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id126">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">headers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id126" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id317">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">headers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#id317" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id127">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">httpx_client_factory</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">CheckableMcpHttpClientFactory</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">&lt;function</span> <span class="pre">create_mcp_http_client&gt;</span></em><a class="headerlink" href="#id127" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id318">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">httpx_client_factory</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">CheckableMcpHttpClientFactory</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">&lt;function</span> <span class="pre">create_mcp_http_client&gt;</span></em><a class="headerlink" href="#id318" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id128">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sse_read_timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">300.0</span></em><a class="headerlink" href="#id128" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id319">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sse_read_timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">300.0</span></em><a class="headerlink" href="#id319" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id129">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">terminate_on_close</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">True</span></em><a class="headerlink" href="#id129" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id320">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">terminate_on_close</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">True</span></em><a class="headerlink" href="#id320" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id130">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">5.0</span></em><a class="headerlink" href="#id130" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id321">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">5.0</span></em><a class="headerlink" href="#id321" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="id131">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">url</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id131" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id322">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">url</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#id322" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -42752,7 +49091,7 @@ <h1>google.adk.tools.mcp_tool module<a class="headerlink" href="#google-adk-tool
 <h1>google.adk.tools.openapi_tool module<a class="headerlink" href="#google-adk-tools-openapi-tool-module" title="Link to this heading">¶</a></h1>
 <dl class="py class" id="module-google.adk.tools.openapi_tool">
 <dt class="sig sig-object py" id="google.adk.tools.openapi_tool.OpenAPIToolset">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.tools.openapi_tool.</span></span><span class="sig-name descname"><span class="pre">OpenAPIToolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">spec_dict</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">spec_str</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">spec_str_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'json'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_scheme</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_credential</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">credential_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_filter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_name_prefix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ssl_verify</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">header_provider</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">preserve_property_names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.openapi_tool.OpenAPIToolset" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.tools.openapi_tool.</span></span><span class="sig-name descname"><span class="pre">OpenAPIToolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">spec_dict</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">spec_str</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">spec_str_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'json'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_scheme</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_credential</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">credential_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_filter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_name_prefix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ssl_verify</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">header_provider</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">httpx_client_factory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">preserve_property_names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.openapi_tool.OpenAPIToolset" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#google.adk.tools.base_toolset.BaseToolset" title="google.adk.tools.base_toolset.BaseToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseToolset</span></code></a></p>
 <p>Class for parsing OpenAPI spec into a list of RestApiTool.</p>
 <p>Usage:</p>
@@ -42811,24 +49150,37 @@ <h1>google.adk.tools.openapi_tool module<a class="headerlink" href="#google-adk-
 <li><p><strong>tool_name_prefix</strong> – The prefix to prepend to the names of the tools returned
 by the toolset. Useful when multiple OpenAPI specs have tools with
 similar names.</p></li>
-<li><p><strong>ssl_verify</strong> – SSL certificate verification option for all tools. Can be:
-- None: Use default verification (True)
-- True: Verify SSL certificates using system CA
-- False: Disable SSL verification (insecure, not recommended)
-- str: Path to a CA bundle file or directory for custom CA
-- ssl.SSLContext: Custom SSL context for advanced configuration
-This is useful for enterprise environments where requests go through
-a TLS-intercepting proxy with a custom CA certificate.</p></li>
+<li><p><strong>ssl_verify</strong> – <p>SSL certificate verification option for all tools. Can be: -
+None: Use default verification (True) - True: Verify SSL certificates</p>
+<blockquote>
+<div><p>using system CA - False: Disable SSL verification (insecure, not
+recommended) - str: Path to a CA bundle file or directory for custom
+CA - ssl.SSLContext: Custom SSL context for advanced configuration
+This is useful for enterprise environments where requests go through a
+TLS-intercepting proxy with a custom CA certificate.</p>
+</div></blockquote>
+</p></li>
 <li><p><strong>header_provider</strong> – A callable that returns a dictionary of headers to be
 included in API requests. The callable receives the ReadonlyContext as
 an argument, allowing dynamic header generation based on the current
 context. Useful for adding custom headers like correlation IDs,
 authentication tokens, or other request metadata.</p></li>
+<li><p><strong>httpx_client_factory</strong> – Optional zero-argument callable returning an
+<code class="docutils literal notranslate"><span class="pre">httpx.AsyncClient</span></code> to use for every generated tool’s API calls. When
+provided, it takes precedence over the per-tool default client
+construction and unlocks <code class="docutils literal notranslate"><span class="pre">httpx.AsyncClient</span></code> options that
+<code class="docutils literal notranslate"><span class="pre">ssl_verify</span></code> can’t reach (proxies, HTTP/2, custom transports such as
+request signing). The returned client is used as an async context
+manager and closed after each request, so the factory must return a
+fresh client on every call. Defaults to <code class="docutils literal notranslate"><span class="pre">None</span></code>, in which case each
+generated tool constructs its own <code class="docutils literal notranslate"><span class="pre">httpx.AsyncClient</span></code> per request.
+Mirrors the pattern exposed for MCP by
+<code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.httpx_client_factory</span></code>.</p></li>
 <li><p><strong>preserve_property_names</strong> – If True, preserve the original property names
-from the OpenAPI spec instead of converting them to snake_case. This
-is useful when calling APIs that expect camelCase or other
-non-snake_case parameter names in the request. Defaults to False for
-backward compatibility.</p></li>
+from the OpenAPI spec instead of converting them to snake_case. This is
+useful when calling APIs that expect camelCase or other non-snake_case
+parameter names in the request. Defaults to False for backward
+compatibility.</p></li>
 </ul>
 </dd>
 </dl>
@@ -42889,7 +49241,7 @@ <h1>google.adk.tools.openapi_tool module<a class="headerlink" href="#google-adk-
 
 <dl class="py class">
 <dt class="sig sig-object py" id="google.adk.tools.openapi_tool.RestApiTool">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.tools.openapi_tool.</span></span><span class="sig-name descname"><span class="pre">RestApiTool</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">endpoint</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operation</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_scheme</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_credential</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">should_parse_operation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ssl_verify</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">header_provider</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">credential_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.openapi_tool.RestApiTool" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.tools.openapi_tool.</span></span><span class="sig-name descname"><span class="pre">RestApiTool</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">endpoint</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operation</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_scheme</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auth_credential</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">should_parse_operation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ssl_verify</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">header_provider</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">httpx_client_factory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">credential_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.openapi_tool.RestApiTool" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#google.adk.tools.base_tool.BaseTool" title="google.adk.tools.base_tool.BaseTool"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseTool</span></code></a></p>
 <p>A generic tool that interacts with a REST API.</p>
 <ul class="simple">
@@ -42928,17 +49280,29 @@ <h1>google.adk.tools.openapi_tool module<a class="headerlink" href="#google-adk-
 (<a class="reference external" href="https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.1.0.md#security-scheme-object">https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.1.0.md#security-scheme-object</a>)</p></li>
 <li><p><strong>auth_credential</strong> – The authentication credential of the tool.</p></li>
 <li><p><strong>should_parse_operation</strong> – Whether to parse the operation.</p></li>
-<li><p><strong>ssl_verify</strong> – SSL certificate verification option. Can be:
-- None: Use default verification
-- True: Verify SSL certificates using system CA
-- False: Disable SSL verification (insecure, not recommended)
-- str: Path to a CA bundle file or directory for custom CA
-- ssl.SSLContext: Custom SSL context for advanced configuration</p></li>
+<li><p><strong>ssl_verify</strong> – <p>SSL certificate verification option. Can be: - None: Use
+default verification - True: Verify SSL certificates using system CA -
+False: Disable SSL verification (insecure, not recommended) - str:</p>
+<blockquote>
+<div><p>Path to a CA bundle file or directory for custom CA -
+ssl.SSLContext: Custom SSL context for advanced configuration</p>
+</div></blockquote>
+</p></li>
 <li><p><strong>header_provider</strong> – A callable that returns a dictionary of headers to be
 included in API requests. The callable receives the ReadonlyContext as
 an argument, allowing dynamic header generation based on the current
 context. Useful for adding custom headers like correlation IDs,
 authentication tokens, or other request metadata.</p></li>
+<li><p><strong>httpx_client_factory</strong> – Optional zero-argument callable returning an
+<code class="docutils literal notranslate"><span class="pre">httpx.AsyncClient</span></code>. When provided, the returned client is used as
+an async context manager to issue the request and is closed once the
+request completes, so the factory must return a fresh client on each
+call. This lets callers configure proxies, HTTP/2, custom transports
+(e.g. request signing), or any other <code class="docutils literal notranslate"><span class="pre">httpx.AsyncClient</span></code> option that
+<code class="docutils literal notranslate"><span class="pre">ssl_verify</span></code> can’t reach. When <code class="docutils literal notranslate"><span class="pre">None</span></code> (default), a fresh
+<code class="docutils literal notranslate"><span class="pre">httpx.AsyncClient(verify=...,</span> <span class="pre">timeout=None)</span></code> is created per
+request. Mirrors the pattern exposed for MCP by
+<code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.httpx_client_factory</span></code>.</p></li>
 <li><p><strong>credential_key</strong> – Optional stable key used for interactive auth and
 credential caching.</p></li>
 </ul>
@@ -43015,7 +49379,7 @@ <h1>google.adk.tools.openapi_tool module<a class="headerlink" href="#google-adk-
 
 <dl class="py method">
 <dt class="sig sig-object py" id="google.adk.tools.openapi_tool.RestApiTool.from_parsed_operation">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_parsed_operation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parsed</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ssl_verify</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">header_provider</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.openapi_tool.RestApiTool.from_parsed_operation" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_parsed_operation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parsed</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ssl_verify</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">header_provider</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">httpx_client_factory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.openapi_tool.RestApiTool.from_parsed_operation" title="Link to this definition">¶</a></dt>
 <dd><p>Initializes the RestApiTool from a ParsedOperation object.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Return type<span class="colon">:</span></dt>
@@ -43030,6 +49394,9 @@ <h1>google.adk.tools.openapi_tool module<a class="headerlink" href="#google-adk-
 an argument, allowing dynamic header generation based on the current
 context. Useful for adding custom headers like correlation IDs,
 authentication tokens, or other request metadata.</p></li>
+<li><p><strong>httpx_client_factory</strong> – Optional zero-argument callable returning an
+<code class="docutils literal notranslate"><span class="pre">httpx.AsyncClient</span></code> to be used for the API call. See
+<code class="docutils literal notranslate"><span class="pre">RestApiTool.__init__</span></code> for details.</p></li>
 </ul>
 </dd>
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -43583,7 +49950,7 @@ <h1>google.adk.tools.skill_toolset module<a class="headerlink" href="#google-adk
 
 <dl class="py class">
 <dt class="sig sig-object py" id="google.adk.tools.skill_toolset.SkillToolset">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.tools.skill_toolset.</span></span><span class="sig-name descname"><span class="pre">SkillToolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">skills</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">registry</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">code_executor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">script_timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">300</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">additional_tools</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.skill_toolset.SkillToolset" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">google.adk.tools.skill_toolset.</span></span><span class="sig-name descname"><span class="pre">SkillToolset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">skills</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">registry</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">code_executor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">script_timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">300</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">additional_tools</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_name_prefix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_filter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.skill_toolset.SkillToolset" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#google.adk.tools.base_toolset.BaseToolset" title="google.adk.tools.base_toolset.BaseToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseToolset</span></code></a></p>
 <p>A toolset for managing and interacting with agent skills.</p>
 <p>Initializes the SkillToolset.</p>
@@ -43598,9 +49965,22 @@ <h1>google.adk.tools.skill_toolset module<a class="headerlink" href="#google-adk
 scripts executed via exec().</p></li>
 <li><p><strong>additional_tools</strong> – Optional list of <cite>BaseTool</cite> or <cite>BaseToolset</cite> instances
 to be made available to the agent when certain skills are activated.</p></li>
+<li><p><strong>tool_name_prefix</strong> – Optional prefix to prepend to tool names.</p></li>
+<li><p><strong>tool_filter</strong> – Optional filter to select specific tools.</p></li>
 </ul>
 </dd>
 </dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="google.adk.tools.skill_toolset.SkillToolset.clone_with_updated_skills">
+<span class="sig-name descname"><span class="pre">clone_with_updated_skills</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">skills</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.skill_toolset.SkillToolset.clone_with_updated_skills" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a new SkillToolset with identical configuration but modified skills.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#google.adk.tools.skill_toolset.SkillToolset" title="google.adk.tools.skill_toolset.SkillToolset"><code class="xref py py-class docutils literal notranslate"><span class="pre">SkillToolset</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="google.adk.tools.skill_toolset.SkillToolset.close">
 <em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.skill_toolset.SkillToolset.close" title="Link to this definition">¶</a></dt>
@@ -43634,6 +50014,12 @@ <h1>google.adk.tools.skill_toolset module<a class="headerlink" href="#google-adk
 </dl>
 </dd></dl>
 
+<dl class="py property">
+<dt class="sig sig-object py" id="google.adk.tools.skill_toolset.SkillToolset.skills">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">skills</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#google.adk.skills.Skill" title="google.adk.skills.models.Skill"><span class="pre">Skill</span></a><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#google.adk.tools.skill_toolset.SkillToolset.skills" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the list of available skills.</p>
+</dd></dl>
+
 </dd></dl>
 
 </section>
@@ -43911,7 +50297,7 @@ <h1>google.adk.tools.tool_configs module<a class="headerlink" href="#google-adk-
 <div><p>1. For ADK built-in tool instances or classes in <cite>google.adk.tools</cite> package,
 they can be referenced directly with the <cite>name</cite> and optionally with
 <cite>args</cite>.</p>
-<p><a href="#id132"><span class="problematic" id="id133">``</span></a>`
+<p><a href="#id323"><span class="problematic" id="id324">``</span></a>`
 tools:</p>
 <blockquote>
 <div><ul>
@@ -43925,20 +50311,20 @@ <h1>google.adk.tools.tool_configs module<a class="headerlink" href="#google-adk-
 </li>
 </ul>
 </div></blockquote>
-<p><a href="#id134"><span class="problematic" id="id135">``</span></a><a href="#id136"><span class="problematic" id="id137">`</span></a></p>
+<p><a href="#id325"><span class="problematic" id="id326">``</span></a><a href="#id327"><span class="problematic" id="id328">`</span></a></p>
 <p>2. For user-defined tool instances, the <cite>name</cite> is the fully qualified path
 to the tool instance.</p>
-<p><a href="#id138"><span class="problematic" id="id139">``</span></a>`
+<p><a href="#id329"><span class="problematic" id="id330">``</span></a>`
 tools:</p>
 <blockquote>
 <div><ul class="simple">
 <li><p>name: my_package.my_module.my_tool</p></li>
 </ul>
 </div></blockquote>
-<p><a href="#id140"><span class="problematic" id="id141">``</span></a><a href="#id142"><span class="problematic" id="id143">`</span></a></p>
+<p><a href="#id331"><span class="problematic" id="id332">``</span></a><a href="#id333"><span class="problematic" id="id334">`</span></a></p>
 <p>3. For user-defined tool classes (custom tools), the <cite>name</cite> is the fully
 qualified path to the tool class and <cite>args</cite> is the arguments for the tool.</p>
-<p><a href="#id144"><span class="problematic" id="id145">``</span></a>`
+<p><a href="#id335"><span class="problematic" id="id336">``</span></a>`
 tools:</p>
 <blockquote>
 <div><ul>
@@ -43951,11 +50337,11 @@ <h1>google.adk.tools.tool_configs module<a class="headerlink" href="#google-adk-
 </li>
 </ul>
 </div></blockquote>
-<p><a href="#id146"><span class="problematic" id="id147">``</span></a><a href="#id148"><span class="problematic" id="id149">`</span></a></p>
+<p><a href="#id337"><span class="problematic" id="id338">``</span></a><a href="#id339"><span class="problematic" id="id340">`</span></a></p>
 <p>4. For user-defined functions that generate tool instances, the <cite>name</cite> is
 the fully qualified path to the function and <cite>args</cite> is passed to the
 function as arguments.</p>
-<p><a href="#id150"><span class="problematic" id="id151">``</span></a>`
+<p><a href="#id341"><span class="problematic" id="id342">``</span></a>`
 tools:</p>
 <blockquote>
 <div><ul>
@@ -43968,24 +50354,24 @@ <h1>google.adk.tools.tool_configs module<a class="headerlink" href="#google-adk-
 </li>
 </ul>
 </div></blockquote>
-<p><a href="#id152"><span class="problematic" id="id153">``</span></a><a href="#id154"><span class="problematic" id="id155">`</span></a></p>
+<p><a href="#id343"><span class="problematic" id="id344">``</span></a><a href="#id345"><span class="problematic" id="id346">`</span></a></p>
 <p>The function must have the following signature:
-<a href="#id156"><span class="problematic" id="id157">``</span></a>`
+<a href="#id347"><span class="problematic" id="id348">``</span></a>`
 def my_function(args: ToolArgsConfig) -&gt; BaseTool:</p>
 <blockquote>
 <div><p>…</p>
 </div></blockquote>
-<p><a href="#id158"><span class="problematic" id="id159">``</span></a><a href="#id160"><span class="problematic" id="id161">`</span></a></p>
+<p><a href="#id349"><span class="problematic" id="id350">``</span></a><a href="#id351"><span class="problematic" id="id352">`</span></a></p>
 <p>5. For user-defined function tools, the <cite>name</cite> is the fully qualified path
 to the function.</p>
-<p><a href="#id162"><span class="problematic" id="id163">``</span></a>`
+<p><a href="#id353"><span class="problematic" id="id354">``</span></a>`
 tools:</p>
 <blockquote>
 <div><ul class="simple">
 <li><p>name: my_package.my_module.my_function_tool</p></li>
 </ul>
 </div></blockquote>
-<p><a href="#id164"><span class="problematic" id="id165">``</span></a><a href="#id166"><span class="problematic" id="id167">`</span></a></p>
+<p><a href="#id355"><span class="problematic" id="id356">``</span></a><a href="#id357"><span class="problematic" id="id358">`</span></a></p>
 <p>If the above use cases don’t suffice, users can define a custom tool config
 by extending BaseToolConfig and override from_config() in the custom tool.</p>
 </div></blockquote>
@@ -44236,22 +50622,14 @@ <h1>google.adk.tools.transfer_to_agent_tool module<a class="headerlink" href="#g
 <dt class="sig sig-object py" id="google.adk.tools.transfer_to_agent_tool.transfer_to_agent">
 <span class="sig-prename descclassname"><span class="pre">google.adk.tools.transfer_to_agent_tool.</span></span><span class="sig-name descname"><span class="pre">transfer_to_agent</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">agent_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tool_context</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#google.adk.tools.transfer_to_agent_tool.transfer_to_agent" title="Link to this definition">¶</a></dt>
 <dd><p>Transfer the question to another agent.</p>
-<p>This tool hands off control to another agent when it’s more suitable to
+<p>Use this tool to hand off control to another agent that is more suitable to
 answer the user’s question according to the agent’s description.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Return type<span class="colon">:</span></dt>
 <dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
 </dd>
-</dl>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>For most use cases, you should use TransferToAgentTool instead of this
-function directly. TransferToAgentTool provides additional enum constraints
-that prevent LLMs from hallucinating invalid agent names.</p>
-</div>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>agent_name</strong> – the agent name to transfer to.</p>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>agent_name</strong> – the agent name to transfer to.</p>
 </dd>
 </dl>
 </dd></dl>
@@ -44312,7 +50690,7 @@ <h1>google.adk.tools.vertex_ai_search_tool module<a class="headerlink" href="#go
 filter based on user context), subclass this tool and override the
 <cite>_build_vertex_ai_search_config</cite> method.</p>
 <p class="rubric">Example</p>
-<p><a href="#id168"><span class="problematic" id="id169">``</span></a><a href="#id170"><span class="problematic" id="id171">`</span></a>python
+<p><a href="#id359"><span class="problematic" id="id360">``</span></a><a href="#id361"><span class="problematic" id="id362">`</span></a>python
 class DynamicFilterSearchTool(VertexAiSearchTool):</p>
 <blockquote>
 <div><dl>
@@ -44330,7 +50708,7 @@ <h1>google.adk.tools.vertex_ai_search_tool module<a class="headerlink" href="#go
 </dd>
 </dl>
 </div></blockquote>
-<p><a href="#id172"><span class="problematic" id="id173">``</span></a><a href="#id174"><span class="problematic" id="id175">`</span></a></p>
+<p><a href="#id363"><span class="problematic" id="id364">``</span></a><a href="#id365"><span class="problematic" id="id366">`</span></a></p>
 <p>Initializes the Vertex AI Search tool.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -49795,7 +56173,7 @@ <h1>google.adk.tools.vertex_ai_search_tool module<a class="headerlink" href="#go
       
     </aside>
   </div>
-</div><script src="_static/documentation_options.js?v=51b770b3"></script>
+</div><script src="_static/documentation_options.js?v=c3c8ae58"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/scripts/furo.js?v=46bd48cc"></script>
diff --git a/docs/api-reference/python/index.html b/docs/api-reference/python/index.html
index 5bfe012aa3..989fe4193b 100644
--- a/docs/api-reference/python/index.html
+++ b/docs/api-reference/python/index.html
@@ -15,7 +15,7 @@
     <link rel="index" title="Index" href="genindex.html"><link rel="search" title="Search" href="search.html"><link rel="next" title="Submodules" href="google-adk.html">
 
     <!-- Generated with Sphinx 8.2.3 and Furo 2025.12.19 -->
-        <title>Agent Development Kit 2.0.0 documentation</title>
+        <title>Agent Development Kit (Python) 2.3.0 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=d111a655" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=7bdb33bb" />
     <link rel="stylesheet" type="text/css" href="_static/autodoc_pydantic.css" />
@@ -186,7 +186,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="#"><div class="brand">Agent Development Kit 2.0.0 documentation</div></a>
+      <a href="#"><div class="brand">Agent Development Kit (Python) 2.3.0 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -207,7 +207,7 @@
       
       <div class="sidebar-sticky"><a class="sidebar-brand" href="#">
   
-  <span class="sidebar-brand-text">Agent Development Kit 2.0.0 documentation</span>
+  <span class="sidebar-brand-text">Agent Development Kit (Python) 2.3.0 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
@@ -229,18 +229,36 @@
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.events">google.adk.events module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.examples">google.adk.examples module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.flows">google.adk.flows module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations">google.adk.integrations module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-agent-identity-module">google.adk.integrations.agent_identity module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id79">google.adk.integrations.agent_identity module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-agent-registry-module">google.adk.integrations.agent_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id92">google.adk.integrations.agent_registry module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-api-registry-module">google.adk.integrations.api_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id103">google.adk.integrations.api_registry module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.bigquery">google.adk.integrations.bigquery module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id106">google.adk.integrations.bigquery module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.crewai">google.adk.integrations.crewai module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id109">google.adk.integrations.crewai module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.e2b">google.adk.integrations.e2b module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id128">google.adk.integrations.e2b module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.firestore">google.adk.integrations.firestore module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id144">google.adk.integrations.firestore module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.gcs">google.adk.integrations.gcs module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id145">google.adk.integrations.gcs module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.langchain">google.adk.integrations.langchain module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id152">google.adk.integrations.langchain module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-parameter-manager-module">google.adk.integrations.parameter_manager module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id159">google.adk.integrations.parameter_manager module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-secret-manager-module">google.adk.integrations.secret_manager module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id166">google.adk.integrations.secret_manager module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-skill-registry-module">google.adk.integrations.skill_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id173">google.adk.integrations.skill_registry module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.slack">google.adk.integrations.slack module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id177">google.adk.integrations.slack module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.vmaas">google.adk.integrations.vmaas module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id196">google.adk.integrations.vmaas module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-labs-antigravity-module">google.adk.labs.antigravity module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.labs.openai">google.adk.labs.openai module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.memory">google.adk.memory module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.models">google.adk.models module</a></li>
@@ -358,6 +376,8 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgent.name"><code class="docutils literal notranslate"><span class="pre">BaseAgent.name</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgent.parent_agent"><code class="docutils literal notranslate"><span class="pre">BaseAgent.parent_agent</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgent.sub_agents"><code class="docutils literal notranslate"><span class="pre">BaseAgent.sub_agents</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgent.config_type"><code class="docutils literal notranslate"><span class="pre">BaseAgent.config_type</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgent.from_config"><code class="docutils literal notranslate"><span class="pre">BaseAgent.from_config()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgent.validate_name"><code class="docutils literal notranslate"><span class="pre">BaseAgent.validate_name</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgent.validate_sub_agents_unique_names"><code class="docutils literal notranslate"><span class="pre">BaseAgent.validate_sub_agents_unique_names</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgent.clone"><code class="docutils literal notranslate"><span class="pre">BaseAgent.clone()</span></code></a></li>
@@ -371,6 +391,15 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgent.root_agent"><code class="docutils literal notranslate"><span class="pre">BaseAgent.root_agent</span></code></a></li>
 </ul>
 </li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgentConfig"><code class="docutils literal notranslate"><span class="pre">BaseAgentConfig</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgentConfig.after_agent_callbacks"><code class="docutils literal notranslate"><span class="pre">BaseAgentConfig.after_agent_callbacks</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgentConfig.agent_class"><code class="docutils literal notranslate"><span class="pre">BaseAgentConfig.agent_class</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgentConfig.before_agent_callbacks"><code class="docutils literal notranslate"><span class="pre">BaseAgentConfig.before_agent_callbacks</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgentConfig.description"><code class="docutils literal notranslate"><span class="pre">BaseAgentConfig.description</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgentConfig.name"><code class="docutils literal notranslate"><span class="pre">BaseAgentConfig.name</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.BaseAgentConfig.sub_agents"><code class="docutils literal notranslate"><span class="pre">BaseAgentConfig.sub_agents</span></code></a></li>
+</ul>
+</li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.agents.Context"><code class="docutils literal notranslate"><span class="pre">Context</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.Context.actions"><code class="docutils literal notranslate"><span class="pre">Context.actions</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.Context.add_events_to_memory"><code class="docutils literal notranslate"><span class="pre">Context.add_events_to_memory()</span></code></a></li>
@@ -490,6 +519,7 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgent.planner"><code class="docutils literal notranslate"><span class="pre">LlmAgent.planner</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgent.static_instruction"><code class="docutils literal notranslate"><span class="pre">LlmAgent.static_instruction</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgent.tools"><code class="docutils literal notranslate"><span class="pre">LlmAgent.tools</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgent.config_type"><code class="docutils literal notranslate"><span class="pre">LlmAgent.config_type</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgent.set_default_live_model"><code class="docutils literal notranslate"><span class="pre">LlmAgent.set_default_live_model()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgent.set_default_model"><code class="docutils literal notranslate"><span class="pre">LlmAgent.set_default_model()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgent.validate_generate_content_config"><code class="docutils literal notranslate"><span class="pre">LlmAgent.validate_generate_content_config</span></code></a></li>
@@ -509,18 +539,52 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgent.canonical_on_tool_error_callbacks"><code class="docutils literal notranslate"><span class="pre">LlmAgent.canonical_on_tool_error_callbacks</span></code></a></li>
 </ul>
 </li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.after_model_callbacks"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.after_model_callbacks</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.after_tool_callbacks"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.after_tool_callbacks</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.agent_class"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.agent_class</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.before_model_callbacks"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.before_model_callbacks</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.before_tool_callbacks"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.before_tool_callbacks</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.disallow_transfer_to_parent"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.disallow_transfer_to_parent</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.disallow_transfer_to_peers"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.disallow_transfer_to_peers</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.generate_content_config"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.generate_content_config</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.include_contents"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.include_contents</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.input_schema"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.input_schema</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.instruction"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.instruction</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.model"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.model</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.model_code"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.model_code</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.output_key"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.output_key</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.output_schema"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.output_schema</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.static_instruction"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.static_instruction</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LlmAgentConfig.tools"><code class="docutils literal notranslate"><span class="pre">LlmAgentConfig.tools</span></code></a></li>
+</ul>
+</li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.agents.LoopAgent"><code class="docutils literal notranslate"><span class="pre">LoopAgent</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LoopAgent.max_iterations"><code class="docutils literal notranslate"><span class="pre">LoopAgent.max_iterations</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LoopAgent.config_type"><code class="docutils literal notranslate"><span class="pre">LoopAgent.config_type</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.agents.LoopAgentConfig"><code class="docutils literal notranslate"><span class="pre">LoopAgentConfig</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LoopAgentConfig.agent_class"><code class="docutils literal notranslate"><span class="pre">LoopAgentConfig.agent_class</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.LoopAgentConfig.max_iterations"><code class="docutils literal notranslate"><span class="pre">LoopAgentConfig.max_iterations</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.agents.McpInstructionProvider"><code class="docutils literal notranslate"><span class="pre">McpInstructionProvider</span></code></a></li>
-<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.agents.ParallelAgent"><code class="docutils literal notranslate"><span class="pre">ParallelAgent</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.agents.ParallelAgent"><code class="docutils literal notranslate"><span class="pre">ParallelAgent</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.ParallelAgent.config_type"><code class="docutils literal notranslate"><span class="pre">ParallelAgent.config_type</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.agents.ParallelAgentConfig"><code class="docutils literal notranslate"><span class="pre">ParallelAgentConfig</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.ParallelAgentConfig.agent_class"><code class="docutils literal notranslate"><span class="pre">ParallelAgentConfig.agent_class</span></code></a></li>
+</ul>
+</li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig"><code class="docutils literal notranslate"><span class="pre">RunConfig</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.avatar_config"><code class="docutils literal notranslate"><span class="pre">RunConfig.avatar_config</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.context_window_compression"><code class="docutils literal notranslate"><span class="pre">RunConfig.context_window_compression</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.custom_metadata"><code class="docutils literal notranslate"><span class="pre">RunConfig.custom_metadata</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.enable_affective_dialog"><code class="docutils literal notranslate"><span class="pre">RunConfig.enable_affective_dialog</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.get_session_config"><code class="docutils literal notranslate"><span class="pre">RunConfig.get_session_config</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.history_config"><code class="docutils literal notranslate"><span class="pre">RunConfig.history_config</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.input_audio_transcription"><code class="docutils literal notranslate"><span class="pre">RunConfig.input_audio_transcription</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.max_llm_calls"><code class="docutils literal notranslate"><span class="pre">RunConfig.max_llm_calls</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.output_audio_transcription"><code class="docutils literal notranslate"><span class="pre">RunConfig.output_audio_transcription</span></code></a></li>
@@ -532,7 +596,9 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.speech_config"><code class="docutils literal notranslate"><span class="pre">RunConfig.speech_config</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.streaming_mode"><code class="docutils literal notranslate"><span class="pre">RunConfig.streaming_mode</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.support_cfc"><code class="docutils literal notranslate"><span class="pre">RunConfig.support_cfc</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.telemetry"><code class="docutils literal notranslate"><span class="pre">RunConfig.telemetry</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.tool_thread_pool_config"><code class="docutils literal notranslate"><span class="pre">RunConfig.tool_thread_pool_config</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.translation_config"><code class="docutils literal notranslate"><span class="pre">RunConfig.translation_config</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.check_for_deprecated_save_live_audio"><code class="docutils literal notranslate"><span class="pre">RunConfig.check_for_deprecated_save_live_audio</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.validate_max_llm_calls"><code class="docutils literal notranslate"><span class="pre">RunConfig.validate_max_llm_calls</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.save_input_blobs_as_artifacts"><code class="docutils literal notranslate"><span class="pre">RunConfig.save_input_blobs_as_artifacts</span></code></a><ul>
@@ -543,13 +609,20 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.RunConfig.save_live_audio"><code class="docutils literal notranslate"><span class="pre">RunConfig.save_live_audio</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="google-adk.html#id0"><code class="docutils literal notranslate"><span class="pre">RunConfig.msg</span></code></a></li>
-<li class="toctree-l4"><a class="reference internal" href="google-adk.html#id27"><code class="docutils literal notranslate"><span class="pre">RunConfig.wrapped_property</span></code></a></li>
-<li class="toctree-l4"><a class="reference internal" href="google-adk.html#id28"><code class="docutils literal notranslate"><span class="pre">RunConfig.field_name</span></code></a></li>
+<li class="toctree-l4"><a class="reference internal" href="google-adk.html#id65"><code class="docutils literal notranslate"><span class="pre">RunConfig.wrapped_property</span></code></a></li>
+<li class="toctree-l4"><a class="reference internal" href="google-adk.html#id66"><code class="docutils literal notranslate"><span class="pre">RunConfig.field_name</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.agents.SequentialAgent"><code class="docutils literal notranslate"><span class="pre">SequentialAgent</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.SequentialAgent.config_type"><code class="docutils literal notranslate"><span class="pre">SequentialAgent.config_type</span></code></a></li>
 </ul>
 </li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.agents.SequentialAgentConfig"><code class="docutils literal notranslate"><span class="pre">SequentialAgentConfig</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.agents.SequentialAgentConfig.agent_class"><code class="docutils literal notranslate"><span class="pre">SequentialAgentConfig.agent_class</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.agents.SequentialAgent"><code class="docutils literal notranslate"><span class="pre">SequentialAgent</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.apps">google.adk.apps module</a></li>
@@ -575,12 +648,12 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.code_block_delimiters"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.code_block_delimiters</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.execution_result_delimiters"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.execution_result_delimiters</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.timeout_seconds"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.timeout_seconds</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id29"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.code_block_delimiters</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id30"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.error_retry_attempts</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id31"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.execution_result_delimiters</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id32"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.optimize_data_file</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id33"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.stateful</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id34"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.timeout_seconds</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id67"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.code_block_delimiters</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id68"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.error_retry_attempts</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id69"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.execution_result_delimiters</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id70"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.optimize_data_file</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id71"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.stateful</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id72"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.timeout_seconds</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.code_executors.BaseCodeExecutor.execute_code"><code class="docutils literal notranslate"><span class="pre">BaseCodeExecutor.execute_code()</span></code></a></li>
 </ul>
 </li>
@@ -617,6 +690,7 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.environment.BaseEnvironment.close"><code class="docutils literal notranslate"><span class="pre">BaseEnvironment.close()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.environment.BaseEnvironment.execute"><code class="docutils literal notranslate"><span class="pre">BaseEnvironment.execute()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.environment.BaseEnvironment.initialize"><code class="docutils literal notranslate"><span class="pre">BaseEnvironment.initialize()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.environment.BaseEnvironment.is_initialized"><code class="docutils literal notranslate"><span class="pre">BaseEnvironment.is_initialized</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.environment.BaseEnvironment.read_file"><code class="docutils literal notranslate"><span class="pre">BaseEnvironment.read_file()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.environment.BaseEnvironment.working_dir"><code class="docutils literal notranslate"><span class="pre">BaseEnvironment.working_dir</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.environment.BaseEnvironment.write_file"><code class="docutils literal notranslate"><span class="pre">BaseEnvironment.write_file()</span></code></a></li>
@@ -664,8 +738,6 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.events.Event.output"><code class="docutils literal notranslate"><span class="pre">Event.output</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.events.Event.timestamp"><code class="docutils literal notranslate"><span class="pre">Event.timestamp</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.events.Event.new_id"><code class="docutils literal notranslate"><span class="pre">Event.new_id()</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.events.Event.get_function_calls"><code class="docutils literal notranslate"><span class="pre">Event.get_function_calls()</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.events.Event.get_function_responses"><code class="docutils literal notranslate"><span class="pre">Event.get_function_responses()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.events.Event.has_trailing_code_execution_result"><code class="docutils literal notranslate"><span class="pre">Event.has_trailing_code_execution_result()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.events.Event.is_final_response"><code class="docutils literal notranslate"><span class="pre">Event.is_final_response()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.events.Event.model_post_init"><code class="docutils literal notranslate"><span class="pre">Event.model_post_init()</span></code></a></li>
@@ -707,8 +779,8 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.examples.Example"><code class="docutils literal notranslate"><span class="pre">Example</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.examples.Example.input"><code class="docutils literal notranslate"><span class="pre">Example.input</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.examples.Example.output"><code class="docutils literal notranslate"><span class="pre">Example.output</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id35"><code class="docutils literal notranslate"><span class="pre">Example.input</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id36"><code class="docutils literal notranslate"><span class="pre">Example.output</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id73"><code class="docutils literal notranslate"><span class="pre">Example.input</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id74"><code class="docutils literal notranslate"><span class="pre">Example.output</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.examples.VertexAiExampleStore"><code class="docutils literal notranslate"><span class="pre">VertexAiExampleStore</span></code></a><ul>
@@ -718,6 +790,7 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.flows">google.adk.flows module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations">google.adk.integrations module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-agent-identity-module">google.adk.integrations.agent_identity module</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProvider"><code class="docutils literal notranslate"><span class="pre">GcpAuthProvider</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProvider.get_auth_credential"><code class="docutils literal notranslate"><span class="pre">GcpAuthProvider.get_auth_credential()</span></code></a></li>
@@ -729,10 +802,29 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProviderScheme.scopes"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.scopes</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProviderScheme.continue_uri"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.continue_uri</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.agent_identity.GcpAuthProviderScheme.type_"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.type_</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id37"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.continue_uri</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id38"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.name</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id39"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.scopes</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id40"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.type_</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id75"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.continue_uri</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id76"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.name</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id77"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.scopes</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id78"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.type_</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id79">google.adk.integrations.agent_identity module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id80"><code class="docutils literal notranslate"><span class="pre">GcpAuthProvider</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id81"><code class="docutils literal notranslate"><span class="pre">GcpAuthProvider.get_auth_credential()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id82"><code class="docutils literal notranslate"><span class="pre">GcpAuthProvider.supported_auth_schemes</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id83"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id84"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.name</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id85"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.scopes</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id86"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.continue_uri</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id87"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.type_</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id88"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.continue_uri</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id89"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.name</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id90"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.scopes</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id91"><code class="docutils literal notranslate"><span class="pre">GcpAuthProviderScheme.type_</span></code></a></li>
 </ul>
 </li>
 </ul>
@@ -752,6 +844,21 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id92">google.adk.integrations.agent_registry module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id93"><code class="docutils literal notranslate"><span class="pre">AgentRegistry</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id94"><code class="docutils literal notranslate"><span class="pre">AgentRegistry.get_agent_info()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id95"><code class="docutils literal notranslate"><span class="pre">AgentRegistry.get_endpoint()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id96"><code class="docutils literal notranslate"><span class="pre">AgentRegistry.get_mcp_server()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id97"><code class="docutils literal notranslate"><span class="pre">AgentRegistry.get_mcp_toolset()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id98"><code class="docutils literal notranslate"><span class="pre">AgentRegistry.get_model_name()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id99"><code class="docutils literal notranslate"><span class="pre">AgentRegistry.get_remote_a2a_agent()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id100"><code class="docutils literal notranslate"><span class="pre">AgentRegistry.list_agents()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id101"><code class="docutils literal notranslate"><span class="pre">AgentRegistry.list_endpoints()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id102"><code class="docutils literal notranslate"><span class="pre">AgentRegistry.list_mcp_servers()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-api-registry-module">google.adk.integrations.api_registry module</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.integrations.api_registry.ApiRegistry"><code class="docutils literal notranslate"><span class="pre">ApiRegistry</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.api_registry.ApiRegistry.get_toolset"><code class="docutils literal notranslate"><span class="pre">ApiRegistry.get_toolset()</span></code></a></li>
@@ -759,7 +866,15 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id103">google.adk.integrations.api_registry module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id104"><code class="docutils literal notranslate"><span class="pre">ApiRegistry</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id105"><code class="docutils literal notranslate"><span class="pre">ApiRegistry.get_toolset()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.bigquery">google.adk.integrations.bigquery module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id106">google.adk.integrations.bigquery module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.crewai">google.adk.integrations.crewai module</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.integrations.crewai.CrewaiTool"><code class="docutils literal notranslate"><span class="pre">CrewaiTool</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.crewai.CrewaiTool.from_config"><code class="docutils literal notranslate"><span class="pre">CrewaiTool.from_config()</span></code></a></li>
@@ -775,7 +890,79 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id109">google.adk.integrations.crewai module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id110"><code class="docutils literal notranslate"><span class="pre">CrewaiTool</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.crewai.CrewaiTool.description"><code class="docutils literal notranslate"><span class="pre">CrewaiTool.description</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id111"><code class="docutils literal notranslate"><span class="pre">CrewaiTool.from_config()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.crewai.CrewaiTool.name"><code class="docutils literal notranslate"><span class="pre">CrewaiTool.name</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id112"><code class="docutils literal notranslate"><span class="pre">CrewaiTool.run_async()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id115"><code class="docutils literal notranslate"><span class="pre">CrewaiTool.tool</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id116"><code class="docutils literal notranslate"><span class="pre">CrewaiToolConfig</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id117"><code class="docutils literal notranslate"><span class="pre">CrewaiToolConfig.description</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id118"><code class="docutils literal notranslate"><span class="pre">CrewaiToolConfig.name</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id119"><code class="docutils literal notranslate"><span class="pre">CrewaiToolConfig.tool</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.e2b">google.adk.integrations.e2b module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment.close"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment.close()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment.execute"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment.execute()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment.initialize"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment.initialize()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment.read_file"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment.read_file()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment.working_dir"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment.working_dir</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.e2b.E2BEnvironment.write_file"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment.write_file()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id128">google.adk.integrations.e2b module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id137"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id138"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment.close()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id139"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment.execute()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id140"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment.initialize()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id141"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment.read_file()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id142"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment.working_dir</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id143"><code class="docutils literal notranslate"><span class="pre">E2BEnvironment.write_file()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.firestore">google.adk.integrations.firestore module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id144">google.adk.integrations.firestore module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.gcs">google.adk.integrations.gcs module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.integrations.gcs.GCSAdminToolset"><code class="docutils literal notranslate"><span class="pre">GCSAdminToolset</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.gcs.GCSAdminToolset.get_tools"><code class="docutils literal notranslate"><span class="pre">GCSAdminToolset.get_tools()</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.integrations.gcs.GCSCredentialsConfig"><code class="docutils literal notranslate"><span class="pre">GCSCredentialsConfig</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.gcs.GCSCredentialsConfig.model_post_init"><code class="docutils literal notranslate"><span class="pre">GCSCredentialsConfig.model_post_init()</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.integrations.gcs.GCSToolset"><code class="docutils literal notranslate"><span class="pre">GCSToolset</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.gcs.GCSToolset.get_tools"><code class="docutils literal notranslate"><span class="pre">GCSToolset.get_tools()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id145">google.adk.integrations.gcs module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id146"><code class="docutils literal notranslate"><span class="pre">GCSAdminToolset</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id147"><code class="docutils literal notranslate"><span class="pre">GCSAdminToolset.get_tools()</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id148"><code class="docutils literal notranslate"><span class="pre">GCSCredentialsConfig</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id149"><code class="docutils literal notranslate"><span class="pre">GCSCredentialsConfig.model_post_init()</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id150"><code class="docutils literal notranslate"><span class="pre">GCSToolset</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id151"><code class="docutils literal notranslate"><span class="pre">GCSToolset.get_tools()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.langchain">google.adk.integrations.langchain module</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.integrations.langchain.LangchainTool"><code class="docutils literal notranslate"><span class="pre">LangchainTool</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.langchain.LangchainTool.from_config"><code class="docutils literal notranslate"><span class="pre">LangchainTool.from_config()</span></code></a></li>
@@ -789,6 +976,19 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id152">google.adk.integrations.langchain module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id153"><code class="docutils literal notranslate"><span class="pre">LangchainTool</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id154"><code class="docutils literal notranslate"><span class="pre">LangchainTool.from_config()</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id155"><code class="docutils literal notranslate"><span class="pre">LangchainToolConfig</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id156"><code class="docutils literal notranslate"><span class="pre">LangchainToolConfig.description</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id157"><code class="docutils literal notranslate"><span class="pre">LangchainToolConfig.name</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id158"><code class="docutils literal notranslate"><span class="pre">LangchainToolConfig.tool</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-parameter-manager-module">google.adk.integrations.parameter_manager module</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.integrations.parameter_manager.ParameterManagerClient"><code class="docutils literal notranslate"><span class="pre">ParameterManagerClient</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.parameter_manager.ParameterManagerClient._credentials"><code class="docutils literal notranslate"><span class="pre">ParameterManagerClient._credentials</span></code></a></li>
@@ -798,6 +998,15 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id159">google.adk.integrations.parameter_manager module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id160"><code class="docutils literal notranslate"><span class="pre">ParameterManagerClient</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id161"><code class="docutils literal notranslate"><span class="pre">ParameterManagerClient._credentials</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id162"><code class="docutils literal notranslate"><span class="pre">ParameterManagerClient._client</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id163"><code class="docutils literal notranslate"><span class="pre">ParameterManagerClient.get_parameter()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-secret-manager-module">google.adk.integrations.secret_manager module</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.integrations.secret_manager.SecretManagerClient"><code class="docutils literal notranslate"><span class="pre">SecretManagerClient</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.secret_manager.SecretManagerClient._credentials"><code class="docutils literal notranslate"><span class="pre">SecretManagerClient._credentials</span></code></a></li>
@@ -807,6 +1016,15 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id166">google.adk.integrations.secret_manager module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id167"><code class="docutils literal notranslate"><span class="pre">SecretManagerClient</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id168"><code class="docutils literal notranslate"><span class="pre">SecretManagerClient._credentials</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id169"><code class="docutils literal notranslate"><span class="pre">SecretManagerClient._client</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id170"><code class="docutils literal notranslate"><span class="pre">SecretManagerClient.get_secret()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-skill-registry-module">google.adk.integrations.skill_registry module</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.integrations.skill_registry.GCPSkillRegistry"><code class="docutils literal notranslate"><span class="pre">GCPSkillRegistry</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.skill_registry.GCPSkillRegistry.get_skill"><code class="docutils literal notranslate"><span class="pre">GCPSkillRegistry.get_skill()</span></code></a></li>
@@ -815,6 +1033,14 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id173">google.adk.integrations.skill_registry module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id174"><code class="docutils literal notranslate"><span class="pre">GCPSkillRegistry</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id175"><code class="docutils literal notranslate"><span class="pre">GCPSkillRegistry.get_skill()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id176"><code class="docutils literal notranslate"><span class="pre">GCPSkillRegistry.search_skills()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.slack">google.adk.integrations.slack module</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.integrations.slack.SlackRunner"><code class="docutils literal notranslate"><span class="pre">SlackRunner</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.slack.SlackRunner.start"><code class="docutils literal notranslate"><span class="pre">SlackRunner.start()</span></code></a></li>
@@ -822,6 +1048,13 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id177">google.adk.integrations.slack module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id178"><code class="docutils literal notranslate"><span class="pre">SlackRunner</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id179"><code class="docutils literal notranslate"><span class="pre">SlackRunner.start()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.vmaas">google.adk.integrations.vmaas module</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.integrations.vmaas.AgentEngineSandboxComputer.click_at"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.click_at()</span></code></a></li>
@@ -866,12 +1099,57 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id196">google.adk.integrations.vmaas module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id205"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id214"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.click_at()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id215"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.close()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id216"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.current_state()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id217"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.drag_and_drop()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id218"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.environment()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id219"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.go_back()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id220"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.go_forward()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id221"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.hover_at()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id222"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.initialize()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id223"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.key_combination()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id224"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.navigate()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id225"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.open_web_browser()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id226"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.prepare()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id227"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.screen_size()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id228"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.scroll_at()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id229"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.scroll_document()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id230"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.search()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id231"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.type_text_at()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id232"><code class="docutils literal notranslate"><span class="pre">AgentEngineSandboxComputer.wait()</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#id233"><code class="docutils literal notranslate"><span class="pre">SandboxClient</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id234"><code class="docutils literal notranslate"><span class="pre">SandboxClient.click_at()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id235"><code class="docutils literal notranslate"><span class="pre">SandboxClient.drag_and_drop()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id236"><code class="docutils literal notranslate"><span class="pre">SandboxClient.get_current_url()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id237"><code class="docutils literal notranslate"><span class="pre">SandboxClient.get_screenshot()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id238"><code class="docutils literal notranslate"><span class="pre">SandboxClient.go_back()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id239"><code class="docutils literal notranslate"><span class="pre">SandboxClient.go_forward()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id240"><code class="docutils literal notranslate"><span class="pre">SandboxClient.health_check()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id241"><code class="docutils literal notranslate"><span class="pre">SandboxClient.hover_at()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id242"><code class="docutils literal notranslate"><span class="pre">SandboxClient.key_combination()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id243"><code class="docutils literal notranslate"><span class="pre">SandboxClient.make_cdp_batch_request()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id244"><code class="docutils literal notranslate"><span class="pre">SandboxClient.make_cdp_request()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id245"><code class="docutils literal notranslate"><span class="pre">SandboxClient.navigate()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id246"><code class="docutils literal notranslate"><span class="pre">SandboxClient.scroll_at()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id247"><code class="docutils literal notranslate"><span class="pre">SandboxClient.type_text()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id248"><code class="docutils literal notranslate"><span class="pre">SandboxClient.type_text_at()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id249"><code class="docutils literal notranslate"><span class="pre">SandboxClient.update_access_token()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-labs-antigravity-module">google.adk.labs.antigravity module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.labs.openai">google.adk.labs.openai module</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.labs.openai.OpenAILlm"><code class="docutils literal notranslate"><span class="pre">OpenAILlm</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.labs.openai.OpenAILlm.model"><code class="docutils literal notranslate"><span class="pre">OpenAILlm.model</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.labs.openai.OpenAILlm.max_tokens"><code class="docutils literal notranslate"><span class="pre">OpenAILlm.max_tokens</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id61"><code class="docutils literal notranslate"><span class="pre">OpenAILlm.max_tokens</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id62"><code class="docutils literal notranslate"><span class="pre">OpenAILlm.model</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id250"><code class="docutils literal notranslate"><span class="pre">OpenAILlm.max_tokens</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id251"><code class="docutils literal notranslate"><span class="pre">OpenAILlm.model</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.labs.openai.OpenAILlm.supported_models"><code class="docutils literal notranslate"><span class="pre">OpenAILlm.supported_models()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.labs.openai.OpenAILlm.generate_content_async"><code class="docutils literal notranslate"><span class="pre">OpenAILlm.generate_content_async()</span></code></a></li>
 </ul>
@@ -916,7 +1194,7 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.planners.BuiltInPlanner.apply_thinking_config"><code class="docutils literal notranslate"><span class="pre">BuiltInPlanner.apply_thinking_config()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.planners.BuiltInPlanner.build_planning_instruction"><code class="docutils literal notranslate"><span class="pre">BuiltInPlanner.build_planning_instruction()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.planners.BuiltInPlanner.process_planning_response"><code class="docutils literal notranslate"><span class="pre">BuiltInPlanner.process_planning_response()</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id63"><code class="docutils literal notranslate"><span class="pre">BuiltInPlanner.thinking_config</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id252"><code class="docutils literal notranslate"><span class="pre">BuiltInPlanner.thinking_config</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.planners.PlanReActPlanner"><code class="docutils literal notranslate"><span class="pre">PlanReActPlanner</span></code></a><ul>
@@ -960,6 +1238,7 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.plugins.PluginManager.run_on_model_error_callback"><code class="docutils literal notranslate"><span class="pre">PluginManager.run_on_model_error_callback()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.plugins.PluginManager.run_on_tool_error_callback"><code class="docutils literal notranslate"><span class="pre">PluginManager.run_on_tool_error_callback()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.plugins.PluginManager.run_on_user_message_callback"><code class="docutils literal notranslate"><span class="pre">PluginManager.run_on_user_message_callback()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.plugins.PluginManager.set_skip_closing_plugins"><code class="docutils literal notranslate"><span class="pre">PluginManager.set_skip_closing_plugins()</span></code></a></li>
 </ul>
 </li>
 </ul>
@@ -981,21 +1260,21 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.runners.Runner.context_cache_config"><code class="docutils literal notranslate"><span class="pre">Runner.context_cache_config</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.runners.Runner.resumability_config"><code class="docutils literal notranslate"><span class="pre">Runner.resumability_config</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.runners.Runner.Self"><code class="docutils literal notranslate"><span class="pre">Runner.Self</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id64"><code class="docutils literal notranslate"><span class="pre">Runner.agent</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id65"><code class="docutils literal notranslate"><span class="pre">Runner.app_name</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id66"><code class="docutils literal notranslate"><span class="pre">Runner.artifact_service</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id253"><code class="docutils literal notranslate"><span class="pre">Runner.agent</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id254"><code class="docutils literal notranslate"><span class="pre">Runner.app_name</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id255"><code class="docutils literal notranslate"><span class="pre">Runner.artifact_service</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.runners.Runner.close"><code class="docutils literal notranslate"><span class="pre">Runner.close()</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id67"><code class="docutils literal notranslate"><span class="pre">Runner.context_cache_config</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id68"><code class="docutils literal notranslate"><span class="pre">Runner.credential_service</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id69"><code class="docutils literal notranslate"><span class="pre">Runner.memory_service</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id70"><code class="docutils literal notranslate"><span class="pre">Runner.plugin_manager</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id71"><code class="docutils literal notranslate"><span class="pre">Runner.resumability_config</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id256"><code class="docutils literal notranslate"><span class="pre">Runner.context_cache_config</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id257"><code class="docutils literal notranslate"><span class="pre">Runner.credential_service</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id258"><code class="docutils literal notranslate"><span class="pre">Runner.memory_service</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id259"><code class="docutils literal notranslate"><span class="pre">Runner.plugin_manager</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id260"><code class="docutils literal notranslate"><span class="pre">Runner.resumability_config</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.runners.Runner.rewind_async"><code class="docutils literal notranslate"><span class="pre">Runner.rewind_async()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.runners.Runner.run"><code class="docutils literal notranslate"><span class="pre">Runner.run()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.runners.Runner.run_async"><code class="docutils literal notranslate"><span class="pre">Runner.run_async()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.runners.Runner.run_debug"><code class="docutils literal notranslate"><span class="pre">Runner.run_debug()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.runners.Runner.run_live"><code class="docutils literal notranslate"><span class="pre">Runner.run_live()</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id72"><code class="docutils literal notranslate"><span class="pre">Runner.session_service</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id261"><code class="docutils literal notranslate"><span class="pre">Runner.session_service</span></code></a></li>
 </ul>
 </li>
 </ul>
@@ -1007,9 +1286,33 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.BaseSessionService.delete_session"><code class="docutils literal notranslate"><span class="pre">BaseSessionService.delete_session()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.BaseSessionService.flush"><code class="docutils literal notranslate"><span class="pre">BaseSessionService.flush()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.BaseSessionService.get_session"><code class="docutils literal notranslate"><span class="pre">BaseSessionService.get_session()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.BaseSessionService.get_user_state"><code class="docutils literal notranslate"><span class="pre">BaseSessionService.get_user_state()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.BaseSessionService.list_sessions"><code class="docutils literal notranslate"><span class="pre">BaseSessionService.list_sessions()</span></code></a></li>
 </ul>
 </li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.sessions.DatabaseSessionService"><code class="docutils literal notranslate"><span class="pre">DatabaseSessionService</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.DatabaseSessionService.append_event"><code class="docutils literal notranslate"><span class="pre">DatabaseSessionService.append_event()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.DatabaseSessionService.close"><code class="docutils literal notranslate"><span class="pre">DatabaseSessionService.close()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.DatabaseSessionService.create_session"><code class="docutils literal notranslate"><span class="pre">DatabaseSessionService.create_session()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.DatabaseSessionService.delete_session"><code class="docutils literal notranslate"><span class="pre">DatabaseSessionService.delete_session()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.DatabaseSessionService.get_session"><code class="docutils literal notranslate"><span class="pre">DatabaseSessionService.get_session()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.DatabaseSessionService.get_user_state"><code class="docutils literal notranslate"><span class="pre">DatabaseSessionService.get_user_state()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.DatabaseSessionService.list_sessions"><code class="docutils literal notranslate"><span class="pre">DatabaseSessionService.list_sessions()</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.sessions.InMemorySessionService"><code class="docutils literal notranslate"><span class="pre">InMemorySessionService</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.InMemorySessionService.append_event"><code class="docutils literal notranslate"><span class="pre">InMemorySessionService.append_event()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.InMemorySessionService.create_session"><code class="docutils literal notranslate"><span class="pre">InMemorySessionService.create_session()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.InMemorySessionService.create_session_sync"><code class="docutils literal notranslate"><span class="pre">InMemorySessionService.create_session_sync()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.InMemorySessionService.delete_session"><code class="docutils literal notranslate"><span class="pre">InMemorySessionService.delete_session()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.InMemorySessionService.delete_session_sync"><code class="docutils literal notranslate"><span class="pre">InMemorySessionService.delete_session_sync()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.InMemorySessionService.get_session"><code class="docutils literal notranslate"><span class="pre">InMemorySessionService.get_session()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.InMemorySessionService.get_session_sync"><code class="docutils literal notranslate"><span class="pre">InMemorySessionService.get_session_sync()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.InMemorySessionService.get_user_state"><code class="docutils literal notranslate"><span class="pre">InMemorySessionService.get_user_state()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.InMemorySessionService.list_sessions"><code class="docutils literal notranslate"><span class="pre">InMemorySessionService.list_sessions()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.InMemorySessionService.list_sessions_sync"><code class="docutils literal notranslate"><span class="pre">InMemorySessionService.list_sessions_sync()</span></code></a></li>
+</ul>
+</li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.sessions.Session"><code class="docutils literal notranslate"><span class="pre">Session</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.Session.app_name"><code class="docutils literal notranslate"><span class="pre">Session.app_name</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.Session.events"><code class="docutils literal notranslate"><span class="pre">Session.events</span></code></a></li>
@@ -1032,6 +1335,15 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.sessions.StateSchemaError"><code class="docutils literal notranslate"><span class="pre">StateSchemaError</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.sessions.VertexAiSessionService"><code class="docutils literal notranslate"><span class="pre">VertexAiSessionService</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.VertexAiSessionService.append_event"><code class="docutils literal notranslate"><span class="pre">VertexAiSessionService.append_event()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.VertexAiSessionService.create_session"><code class="docutils literal notranslate"><span class="pre">VertexAiSessionService.create_session()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.VertexAiSessionService.delete_session"><code class="docutils literal notranslate"><span class="pre">VertexAiSessionService.delete_session()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.VertexAiSessionService.get_session"><code class="docutils literal notranslate"><span class="pre">VertexAiSessionService.get_session()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.VertexAiSessionService.get_user_state"><code class="docutils literal notranslate"><span class="pre">VertexAiSessionService.get_user_state()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.sessions.VertexAiSessionService.list_sessions"><code class="docutils literal notranslate"><span class="pre">VertexAiSessionService.list_sessions()</span></code></a></li>
+</ul>
+</li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.skills">google.adk.skills module</a><ul>
@@ -1042,21 +1354,21 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Frontmatter.compatibility"><code class="docutils literal notranslate"><span class="pre">Frontmatter.compatibility</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Frontmatter.allowed_tools"><code class="docutils literal notranslate"><span class="pre">Frontmatter.allowed_tools</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Frontmatter.metadata"><code class="docutils literal notranslate"><span class="pre">Frontmatter.metadata</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id73"><code class="docutils literal notranslate"><span class="pre">Frontmatter.allowed_tools</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id74"><code class="docutils literal notranslate"><span class="pre">Frontmatter.compatibility</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id75"><code class="docutils literal notranslate"><span class="pre">Frontmatter.description</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id76"><code class="docutils literal notranslate"><span class="pre">Frontmatter.license</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id77"><code class="docutils literal notranslate"><span class="pre">Frontmatter.metadata</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id78"><code class="docutils literal notranslate"><span class="pre">Frontmatter.name</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id262"><code class="docutils literal notranslate"><span class="pre">Frontmatter.allowed_tools</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id263"><code class="docutils literal notranslate"><span class="pre">Frontmatter.compatibility</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id264"><code class="docutils literal notranslate"><span class="pre">Frontmatter.description</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id265"><code class="docutils literal notranslate"><span class="pre">Frontmatter.license</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id266"><code class="docutils literal notranslate"><span class="pre">Frontmatter.metadata</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id267"><code class="docutils literal notranslate"><span class="pre">Frontmatter.name</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.skills.Resources"><code class="docutils literal notranslate"><span class="pre">Resources</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Resources.references"><code class="docutils literal notranslate"><span class="pre">Resources.references</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Resources.assets"><code class="docutils literal notranslate"><span class="pre">Resources.assets</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Resources.scripts"><code class="docutils literal notranslate"><span class="pre">Resources.scripts</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id79"><code class="docutils literal notranslate"><span class="pre">Resources.assets</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id80"><code class="docutils literal notranslate"><span class="pre">Resources.references</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id81"><code class="docutils literal notranslate"><span class="pre">Resources.scripts</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id268"><code class="docutils literal notranslate"><span class="pre">Resources.assets</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id269"><code class="docutils literal notranslate"><span class="pre">Resources.references</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id270"><code class="docutils literal notranslate"><span class="pre">Resources.scripts</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Resources.get_asset"><code class="docutils literal notranslate"><span class="pre">Resources.get_asset()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Resources.get_reference"><code class="docutils literal notranslate"><span class="pre">Resources.get_reference()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Resources.get_script"><code class="docutils literal notranslate"><span class="pre">Resources.get_script()</span></code></a></li>
@@ -1073,9 +1385,9 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Skill.frontmatter"><code class="docutils literal notranslate"><span class="pre">Skill.frontmatter</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Skill.instructions"><code class="docutils literal notranslate"><span class="pre">Skill.instructions</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Skill.resources"><code class="docutils literal notranslate"><span class="pre">Skill.resources</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id82"><code class="docutils literal notranslate"><span class="pre">Skill.frontmatter</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id83"><code class="docutils literal notranslate"><span class="pre">Skill.instructions</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id84"><code class="docutils literal notranslate"><span class="pre">Skill.resources</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id271"><code class="docutils literal notranslate"><span class="pre">Skill.frontmatter</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id272"><code class="docutils literal notranslate"><span class="pre">Skill.instructions</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id273"><code class="docutils literal notranslate"><span class="pre">Skill.resources</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Skill.description"><code class="docutils literal notranslate"><span class="pre">Skill.description</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.skills.Skill.name"><code class="docutils literal notranslate"><span class="pre">Skill.name</span></code></a></li>
 </ul>
@@ -1093,6 +1405,26 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.telemetry">google.adk.telemetry module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.telemetry.ContentCapturingMode"><code class="docutils literal notranslate"><span class="pre">ContentCapturingMode</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.telemetry.ContentCapturingMode.EVENT_ONLY"><code class="docutils literal notranslate"><span class="pre">ContentCapturingMode.EVENT_ONLY</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.telemetry.ContentCapturingMode.NO_CONTENT"><code class="docutils literal notranslate"><span class="pre">ContentCapturingMode.NO_CONTENT</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.telemetry.ContentCapturingMode.SPAN_AND_EVENT"><code class="docutils literal notranslate"><span class="pre">ContentCapturingMode.SPAN_AND_EVENT</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.telemetry.ContentCapturingMode.SPAN_ONLY"><code class="docutils literal notranslate"><span class="pre">ContentCapturingMode.SPAN_ONLY</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.telemetry.TelemetryConfig"><code class="docutils literal notranslate"><span class="pre">TelemetryConfig</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.telemetry.TelemetryConfig.genai_semconv_stability_opt_in"><code class="docutils literal notranslate"><span class="pre">TelemetryConfig.genai_semconv_stability_opt_in</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.telemetry.TelemetryConfig.capture_message_content"><code class="docutils literal notranslate"><span class="pre">TelemetryConfig.capture_message_content</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id274"><code class="docutils literal notranslate"><span class="pre">TelemetryConfig.capture_message_content</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id275"><code class="docutils literal notranslate"><span class="pre">TelemetryConfig.genai_semconv_stability_opt_in</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.telemetry.TelemetryConfig.content_capturing_mode_value"><code class="docutils literal notranslate"><span class="pre">TelemetryConfig.content_capturing_mode_value</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.telemetry.TelemetryConfig.resolved_content_capturing_mode"><code class="docutils literal notranslate"><span class="pre">TelemetryConfig.resolved_content_capturing_mode</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.telemetry.TelemetryConfig.should_add_content_to_experimental_spans"><code class="docutils literal notranslate"><span class="pre">TelemetryConfig.should_add_content_to_experimental_spans</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.telemetry.TelemetryConfig.should_add_content_to_legacy_spans"><code class="docutils literal notranslate"><span class="pre">TelemetryConfig.should_add_content_to_legacy_spans</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.telemetry.TelemetryConfig.should_add_content_to_logs"><code class="docutils literal notranslate"><span class="pre">TelemetryConfig.should_add_content_to_logs</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.telemetry.TelemetryConfig.should_use_experimental_genai_semconv"><code class="docutils literal notranslate"><span class="pre">TelemetryConfig.should_use_experimental_genai_semconv</span></code></a></li>
+</ul>
+</li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.telemetry.trace_call_llm"><code class="docutils literal notranslate"><span class="pre">trace_call_llm()</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.telemetry.trace_merged_tool_calls"><code class="docutils literal notranslate"><span class="pre">trace_merged_tool_calls()</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.telemetry.trace_send_data"><code class="docutils literal notranslate"><span class="pre">trace_send_data()</span></code></a></li>
@@ -1522,18 +1854,18 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.tools.mcp_tool.SseConnectionParams.timeout"><code class="docutils literal notranslate"><span class="pre">SseConnectionParams.timeout</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.tools.mcp_tool.SseConnectionParams.sse_read_timeout"><code class="docutils literal notranslate"><span class="pre">SseConnectionParams.sse_read_timeout</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.tools.mcp_tool.SseConnectionParams.httpx_client_factory"><code class="docutils literal notranslate"><span class="pre">SseConnectionParams.httpx_client_factory</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id119"><code class="docutils literal notranslate"><span class="pre">SseConnectionParams.headers</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id120"><code class="docutils literal notranslate"><span class="pre">SseConnectionParams.httpx_client_factory</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id121"><code class="docutils literal notranslate"><span class="pre">SseConnectionParams.sse_read_timeout</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id122"><code class="docutils literal notranslate"><span class="pre">SseConnectionParams.timeout</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id123"><code class="docutils literal notranslate"><span class="pre">SseConnectionParams.url</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id310"><code class="docutils literal notranslate"><span class="pre">SseConnectionParams.headers</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id311"><code class="docutils literal notranslate"><span class="pre">SseConnectionParams.httpx_client_factory</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id312"><code class="docutils literal notranslate"><span class="pre">SseConnectionParams.sse_read_timeout</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id313"><code class="docutils literal notranslate"><span class="pre">SseConnectionParams.timeout</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id314"><code class="docutils literal notranslate"><span class="pre">SseConnectionParams.url</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.tools.mcp_tool.StdioConnectionParams"><code class="docutils literal notranslate"><span class="pre">StdioConnectionParams</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.tools.mcp_tool.StdioConnectionParams.server_params"><code class="docutils literal notranslate"><span class="pre">StdioConnectionParams.server_params</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.tools.mcp_tool.StdioConnectionParams.timeout"><code class="docutils literal notranslate"><span class="pre">StdioConnectionParams.timeout</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id124"><code class="docutils literal notranslate"><span class="pre">StdioConnectionParams.server_params</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id125"><code class="docutils literal notranslate"><span class="pre">StdioConnectionParams.timeout</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id315"><code class="docutils literal notranslate"><span class="pre">StdioConnectionParams.server_params</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id316"><code class="docutils literal notranslate"><span class="pre">StdioConnectionParams.timeout</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams</span></code></a><ul>
@@ -1543,12 +1875,12 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.sse_read_timeout"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.sse_read_timeout</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.terminate_on_close"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.terminate_on_close</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.tools.mcp_tool.StreamableHTTPConnectionParams.httpx_client_factory"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.httpx_client_factory</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id126"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.headers</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id127"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.httpx_client_factory</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id128"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.sse_read_timeout</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id129"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.terminate_on_close</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id130"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.timeout</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id131"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.url</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id317"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.headers</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id318"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.httpx_client_factory</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id319"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.sse_read_timeout</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id320"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.terminate_on_close</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id321"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.timeout</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#id322"><code class="docutils literal notranslate"><span class="pre">StreamableHTTPConnectionParams.url</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.tools.mcp_tool.adk_to_mcp_tool_type"><code class="docutils literal notranslate"><span class="pre">adk_to_mcp_tool_type()</span></code></a></li>
@@ -1634,9 +1966,11 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="google-adk.html#google.adk.tools.skill_toolset.SkillToolset"><code class="docutils literal notranslate"><span class="pre">SkillToolset</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.tools.skill_toolset.SkillToolset.clone_with_updated_skills"><code class="docutils literal notranslate"><span class="pre">SkillToolset.clone_with_updated_skills()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.tools.skill_toolset.SkillToolset.close"><code class="docutils literal notranslate"><span class="pre">SkillToolset.close()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.tools.skill_toolset.SkillToolset.get_tools"><code class="docutils literal notranslate"><span class="pre">SkillToolset.get_tools()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.tools.skill_toolset.SkillToolset.process_llm_request"><code class="docutils literal notranslate"><span class="pre">SkillToolset.process_llm_request()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="google-adk.html#google.adk.tools.skill_toolset.SkillToolset.skills"><code class="docutils literal notranslate"><span class="pre">SkillToolset.skills</span></code></a></li>
 </ul>
 </li>
 </ul>
@@ -1811,7 +2145,7 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
       
     </aside>
   </div>
-</div><script src="_static/documentation_options.js?v=51b770b3"></script>
+</div><script src="_static/documentation_options.js?v=c3c8ae58"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/scripts/furo.js?v=46bd48cc"></script>
diff --git a/docs/api-reference/python/objects.inv b/docs/api-reference/python/objects.inv
index 6f53a69ea7..7a904dd314 100644
Binary files a/docs/api-reference/python/objects.inv and b/docs/api-reference/python/objects.inv differ
diff --git a/docs/api-reference/python/py-modindex.html b/docs/api-reference/python/py-modindex.html
index 7c54823a02..51527ba106 100644
--- a/docs/api-reference/python/py-modindex.html
+++ b/docs/api-reference/python/py-modindex.html
@@ -13,7 +13,7 @@
     </script>
     <link rel="index" title="Index" href="genindex.html"><link rel="search" title="Search" href="search.html">
 
-    <!-- Generated with Sphinx 8.2.3 and Furo 2025.12.19 --><title>Python Module Index - Agent Development Kit 2.0.0 documentation</title>
+    <!-- Generated with Sphinx 8.2.3 and Furo 2025.12.19 --><title>Python Module Index - Agent Development Kit (Python) 2.3.0 documentation</title>
 <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=d111a655" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=7bdb33bb" />
     <link rel="stylesheet" type="text/css" href="_static/autodoc_pydantic.css" />
@@ -184,7 +184,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">Agent Development Kit 2.0.0 documentation</div></a>
+      <a href="index.html"><div class="brand">Agent Development Kit (Python) 2.3.0 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -205,7 +205,7 @@
       
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
-  <span class="sidebar-brand-text">Agent Development Kit 2.0.0 documentation</span>
+  <span class="sidebar-brand-text">Agent Development Kit (Python) 2.3.0 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
@@ -227,18 +227,36 @@
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.events">google.adk.events module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.examples">google.adk.examples module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.flows">google.adk.flows module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations">google.adk.integrations module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-agent-identity-module">google.adk.integrations.agent_identity module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id79">google.adk.integrations.agent_identity module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-agent-registry-module">google.adk.integrations.agent_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id92">google.adk.integrations.agent_registry module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-api-registry-module">google.adk.integrations.api_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id103">google.adk.integrations.api_registry module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.bigquery">google.adk.integrations.bigquery module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id106">google.adk.integrations.bigquery module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.crewai">google.adk.integrations.crewai module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id109">google.adk.integrations.crewai module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.e2b">google.adk.integrations.e2b module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id128">google.adk.integrations.e2b module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.firestore">google.adk.integrations.firestore module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id144">google.adk.integrations.firestore module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.gcs">google.adk.integrations.gcs module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id145">google.adk.integrations.gcs module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.langchain">google.adk.integrations.langchain module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id152">google.adk.integrations.langchain module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-parameter-manager-module">google.adk.integrations.parameter_manager module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id159">google.adk.integrations.parameter_manager module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-secret-manager-module">google.adk.integrations.secret_manager module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id166">google.adk.integrations.secret_manager module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-skill-registry-module">google.adk.integrations.skill_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id173">google.adk.integrations.skill_registry module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.slack">google.adk.integrations.slack module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id177">google.adk.integrations.slack module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.vmaas">google.adk.integrations.vmaas module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id196">google.adk.integrations.vmaas module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-labs-antigravity-module">google.adk.labs.antigravity module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.labs.openai">google.adk.labs.openai module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.memory">google.adk.memory module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.models">google.adk.models module</a></li>
@@ -429,73 +447,91 @@ <h1>Python Module Index</h1>
   <tr class="cg-1">
     <td></td>
     <td>&#160;&#160;&#160;
-        <a href="google-adk.html#module-google.adk.integrations.agent_identity"><code class="xref">google.adk.integrations.agent_identity</code></a></td><td>
+        <a href="google-adk.html#module-google.adk.integrations"><code class="xref">google.adk.integrations</code></a></td><td>
     <em></em></td>
   </tr>
   <tr class="cg-1">
     <td></td>
     <td>&#160;&#160;&#160;
-        <a href="google-adk.html#module-google.adk.integrations.agent_registry"><code class="xref">google.adk.integrations.agent_registry</code></a></td><td>
+        <a href="google-adk.html#module-0"><code class="xref">google.adk.integrations.agent_identity</code></a></td><td>
     <em></em></td>
   </tr>
   <tr class="cg-1">
     <td></td>
     <td>&#160;&#160;&#160;
-        <a href="google-adk.html#module-google.adk.integrations.api_registry"><code class="xref">google.adk.integrations.api_registry</code></a></td><td>
+        <a href="google-adk.html#module-1"><code class="xref">google.adk.integrations.agent_registry</code></a></td><td>
     <em></em></td>
   </tr>
   <tr class="cg-1">
     <td></td>
     <td>&#160;&#160;&#160;
-        <a href="google-adk.html#module-google.adk.integrations.bigquery"><code class="xref">google.adk.integrations.bigquery</code></a></td><td>
+        <a href="google-adk.html#module-2"><code class="xref">google.adk.integrations.api_registry</code></a></td><td>
     <em></em></td>
   </tr>
   <tr class="cg-1">
     <td></td>
     <td>&#160;&#160;&#160;
-        <a href="google-adk.html#module-google.adk.integrations.crewai"><code class="xref">google.adk.integrations.crewai</code></a></td><td>
+        <a href="google-adk.html#module-3"><code class="xref">google.adk.integrations.bigquery</code></a></td><td>
     <em></em></td>
   </tr>
   <tr class="cg-1">
     <td></td>
     <td>&#160;&#160;&#160;
-        <a href="google-adk.html#module-google.adk.integrations.firestore"><code class="xref">google.adk.integrations.firestore</code></a></td><td>
+        <a href="google-adk.html#module-4"><code class="xref">google.adk.integrations.crewai</code></a></td><td>
     <em></em></td>
   </tr>
   <tr class="cg-1">
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+    <em></em></td>
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+    <td>&#160;&#160;&#160;
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+    <td></td>
+    <td>&#160;&#160;&#160;
+        <a href="google-adk.html#module-12"><code class="xref">google.adk.integrations.slack</code></a></td><td>
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   </div>
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 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-agent-identity-module">google.adk.integrations.agent_identity module</a></li>
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 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-agent-registry-module">google.adk.integrations.agent_registry module</a></li>
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 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-api-registry-module">google.adk.integrations.api_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id103">google.adk.integrations.api_registry module</a></li>
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+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id106">google.adk.integrations.bigquery module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.crewai">google.adk.integrations.crewai module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id109">google.adk.integrations.crewai module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.e2b">google.adk.integrations.e2b module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id128">google.adk.integrations.e2b module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.firestore">google.adk.integrations.firestore module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id144">google.adk.integrations.firestore module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.gcs">google.adk.integrations.gcs module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id145">google.adk.integrations.gcs module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.langchain">google.adk.integrations.langchain module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id152">google.adk.integrations.langchain module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-parameter-manager-module">google.adk.integrations.parameter_manager module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id159">google.adk.integrations.parameter_manager module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-secret-manager-module">google.adk.integrations.secret_manager module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id166">google.adk.integrations.secret_manager module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-integrations-skill-registry-module">google.adk.integrations.skill_registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id173">google.adk.integrations.skill_registry module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.slack">google.adk.integrations.slack module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id177">google.adk.integrations.slack module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.integrations.vmaas">google.adk.integrations.vmaas module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#id196">google.adk.integrations.vmaas module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="google-adk.html#google-adk-labs-antigravity-module">google.adk.labs.antigravity module</a></li>
 <li class="toctree-l1"><a class="reference internal" href="google-adk.html#module-google.adk.labs.openai">google.adk.labs.openai module</a></li>
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diff --git a/docs/deploy/cloud-run.md b/docs/deploy/cloud-run.md
index ee483e82d0..51a162786f 100644
--- a/docs/deploy/cloud-run.md
+++ b/docs/deploy/cloud-run.md
@@ -534,12 +534,12 @@ unless you specify it as deployment setting, such as the `--with_ui` option for
           <dependency>
              <groupId>com.google.adk</groupId>
              <artifactId>google-adk</artifactId>
-             <version>1.4.0</version>
+             <version>1.5.0</version>
           </dependency>
           <dependency>
              <groupId>com.google.adk</groupId>
              <artifactId>google-adk-dev</artifactId>
-             <version>1.4.0</version>
+             <version>1.5.0</version>
           </dependency>
         </dependencies>
 
diff --git a/docs/get-started/installation.md b/docs/get-started/installation.md
index b87886b334..0857ece035 100644
--- a/docs/get-started/installation.md
+++ b/docs/get-started/installation.md
@@ -125,13 +125,13 @@ across supported languages. For a guided introduction, start with the
             <dependency>
                 <groupId>com.google.adk</groupId>
                 <artifactId>google-adk</artifactId>
-                <version>1.4.0</version>
+                <version>1.5.0</version>
             </dependency>
             <!-- The ADK dev web UI to debug your agent -->
             <dependency>
                 <groupId>com.google.adk</groupId>
                 <artifactId>google-adk-dev</artifactId>
-                <version>1.4.0</version>
+                <version>1.5.0</version>
             </dependency>
         </dependencies>
 
@@ -146,8 +146,8 @@ across supported languages. For a guided introduction, start with the
 
     ```title="build.gradle"
     dependencies {
-        implementation 'com.google.adk:google-adk:1.4.0'
-        implementation 'com.google.adk:google-adk-dev:1.4.0'
+        implementation 'com.google.adk:google-adk:1.5.0'
+        implementation 'com.google.adk:google-adk-dev:1.5.0'
     }
     ```
 
diff --git a/docs/get-started/java.md b/docs/get-started/java.md
index abd1886e91..9e7a548da4 100644
--- a/docs/get-started/java.md
+++ b/docs/get-started/java.md
@@ -103,7 +103,7 @@ An ADK agent project requires this dependency in your
     <dependency>
         <groupId>com.google.adk</groupId>
         <artifactId>google-adk</artifactId>
-        <version>1.4.0</version>
+        <version>1.5.0</version>
     </dependency>
 </dependencies>
 ```
@@ -138,13 +138,13 @@ additional settings with the following configuration code:
             <dependency>
                 <groupId>com.google.adk</groupId>
                 <artifactId>google-adk</artifactId>
-                <version>1.4.0</version>
+                <version>1.5.0</version>
             </dependency>
             <!-- The ADK dev web UI to debug your agent -->
             <dependency>
                 <groupId>com.google.adk</groupId>
                 <artifactId>google-adk-dev</artifactId>
-                <version>1.4.0</version>
+                <version>1.5.0</version>
             </dependency>
         </dependencies>
 
diff --git a/docs/get-started/streaming/quickstart-streaming-java.md b/docs/get-started/streaming/quickstart-streaming-java.md
index 1029996d4d..b6289fd426 100644
--- a/docs/get-started/streaming/quickstart-streaming-java.md
+++ b/docs/get-started/streaming/quickstart-streaming-java.md
@@ -191,7 +191,7 @@ Replace your existing pom.xml with the following.
     <auto-value.version>1.11.0</auto-value.version>
     <!-- Main class for exec-maven-plugin -->
     <exec.mainClass>samples.liveaudio.LiveAudioRun</exec.mainClass>
-    <google-adk.version>1.4.0</google-adk.version>
+    <google-adk.version>1.5.0</google-adk.version>
   </properties>
 
   <dependencyManagement>
diff --git a/docs/integrations/firestore-session-service.md b/docs/integrations/firestore-session-service.md
index cf85bbf426..bf3557a0ea 100644
--- a/docs/integrations/firestore-session-service.md
+++ b/docs/integrations/firestore-session-service.md
@@ -11,7 +11,7 @@ catalog_tags: ["data", "google"]
   <span class="lst-supported">Supported in ADK</span><span class="lst-java">Java</span>
 </div>
 
-[Google Cloud Firestore](https://cloud.google.com/firestore) is a flexible, scalable NoSQL cloud database to store and sync data for client- and server-side development. 
+[Google Cloud Firestore](https://cloud.google.com/firestore) is a flexible, scalable NoSQL cloud database to store and sync data for client- and server-side development.
 ADK provides a native integration for managing persistent agent session states using Firestore, allowing continuous multi-turn conversations without losing conversation history.
 
 ## Use cases
@@ -31,9 +31,13 @@ ADK provides a native integration for managing persistent agent session states u
 
 !!! note
 
-    Ensure you use the same version for both `google-adk` and `google-adk-firestore-session-service` to guarantee compatibility.
+    Use the same version for both `google-adk` and
+    `google-adk-firestore-session-service` to guarantee compatibility. The
+    examples below use `1.5.0`; check for the latest ADK version and use it in
+    both dependencies.
 
-Add the following dependencies to your `pom.xml` (Maven) or `build.gradle` (Gradle), replacing `1.4.0` with your target ADK version:
+Add the following dependencies to your `pom.xml` (Maven) or `build.gradle`
+(Gradle):
 
 ### Maven
 
@@ -43,13 +47,13 @@ Add the following dependencies to your `pom.xml` (Maven) or `build.gradle` (Grad
     <dependency>
         <groupId>com.google.adk</groupId>
         <artifactId>google-adk</artifactId>
-        <version>1.4.0</version>
+        <version>1.5.0</version>
     </dependency>
     <!-- Firestore Session Service -->
     <dependency>
         <groupId>com.google.adk</groupId>
         <artifactId>google-adk-firestore-session-service</artifactId>
-        <version>1.4.0</version>
+        <version>1.5.0</version>
     </dependency>
 </dependencies>
 ```
@@ -59,9 +63,9 @@ Add the following dependencies to your `pom.xml` (Maven) or `build.gradle` (Grad
 ```gradle
 dependencies {
     // ADK Core
-    implementation 'com.google.adk:google-adk:1.4.0'
+    implementation 'com.google.adk:google-adk:1.5.0'
     // Firestore Session Service
-    implementation 'com.google.adk:google-adk-firestore-session-service:1.4.0'
+    implementation 'com.google.adk:google-adk-firestore-session-service:1.5.0'
 }
 ```
 
@@ -97,7 +101,7 @@ public class YourAgentApplication {
         String appName = "hello-time-agent";
 
         BaseAgent timeAgent = initAgent();
-        
+
         // Initialize Firestore
         FirestoreOptions firestoreOptions = FirestoreOptions.getDefaultInstance();
         Firestore firestore = firestoreOptions.getService();
@@ -145,7 +149,7 @@ public class YourAgentApplication {
             "time", "The time is 10:30am."
         );
     }
-    
+
     private static BaseAgent initAgent() {
         return LlmAgent.builder()
             .name("hello-time-agent")
@@ -167,7 +171,7 @@ public class YourAgentApplication {
 
     The Firestore Session Service supports properties file configuration. This allows you to easily target a dedicated Firestore database and define custom collection names for storing your agent session data.
 
-You can customize your ADK application to use the Firestore session service by providing your own Firestore property settings, otherwise the library will use the default settings. 
+You can customize your ADK application to use the Firestore session service by providing your own Firestore property settings, otherwise the library will use the default settings.
 
 ### Environment-Specific Configuration
 
@@ -189,14 +193,14 @@ keyword.extraction.stopwords=a,about,above,after,again,against,all,am,an,and,any
 
 !!! important
 
-    `FirestoreDatabaseRunner` requires the `gcs.adk.bucket.name` property to be defined. This is because the runner internally initializes the `GcsArtifactService` to handle multi-modal artifact storage. If this property is missing or empty, the application will throw a `RuntimeException` during startup. This is used for storing artifacts like images, videos, audio files, etc. that are generated or processed by the agent. 
+    `FirestoreDatabaseRunner` requires the `gcs.adk.bucket.name` property to be defined. This is because the runner internally initializes the `GcsArtifactService` to handle multi-modal artifact storage. If this property is missing or empty, the application will throw a `RuntimeException` during startup. This is used for storing artifacts like images, videos, audio files, etc. that are generated or processed by the agent.
 
 
 ## Resources
 
-- [Firestore Session Service](https://github.com/google/adk-java/tree/main/contrib/firestore-session-service): 
+- [Firestore Session Service](https://github.com/google/adk-java/tree/main/contrib/firestore-session-service):
   Source code for the Firestore Session Service.
-- [Spring Boot Google ADK + Firestore Example](https://github.com/mohan-ganesh/spring-boot-google-adk-firestore): 
+- [Spring Boot Google ADK + Firestore Example](https://github.com/mohan-ganesh/spring-boot-google-adk-firestore):
   An example project demonstrating how to build a Java-based Google ADK agent application using Cloud Firestore for session management.
-- [Firestore Session Service - DeepWiki](https://deepwiki.com/google/adk-java/4.3-firestore-session-service): 
+- [Firestore Session Service - DeepWiki](https://deepwiki.com/google/adk-java/4.3-firestore-session-service):
   Detailed description of Firestore integration in the Google ADK for Java.
diff --git a/examples/java/cloud-run/pom.xml b/examples/java/cloud-run/pom.xml
index ac98568c40..07dfa056bf 100644
--- a/examples/java/cloud-run/pom.xml
+++ b/examples/java/cloud-run/pom.xml
@@ -20,13 +20,13 @@
     <dependency>
       <groupId>com.google.adk</groupId>
       <artifactId>google-adk</artifactId>
-      <version>1.4.0</version>
+      <version>1.5.0</version>
     </dependency>
     <!-- The ADK dev web UI to debug your agent -->
     <dependency>
       <groupId>com.google.adk</groupId>
       <artifactId>google-adk-dev</artifactId>
-      <version>1.4.0</version>
+      <version>1.5.0</version>
     </dependency>
   </dependencies>
 
diff --git a/examples/java/demos/patent-search-agent/pom.xml b/examples/java/demos/patent-search-agent/pom.xml
index b4fa23fb3d..43e4162694 100644
--- a/examples/java/demos/patent-search-agent/pom.xml
+++ b/examples/java/demos/patent-search-agent/pom.xml
@@ -22,13 +22,13 @@
         <dependency>
             <groupId>com.google.adk</groupId>
             <artifactId>google-adk</artifactId>
-            <version>1.4.0</version>
+            <version>1.5.0</version>
         </dependency>
         <!-- The ADK dev web UI to debug your agent -->
         <dependency>
             <groupId>com.google.adk</groupId>
             <artifactId>google-adk-dev</artifactId>
-            <version>1.4.0</version>
+            <version>1.5.0</version>
         </dependency>
     </dependencies>
 
diff --git a/examples/java/snippets/pom.xml b/examples/java/snippets/pom.xml
index b76500eb05..f43210403d 100644
--- a/examples/java/snippets/pom.xml
+++ b/examples/java/snippets/pom.xml
@@ -19,12 +19,12 @@
         <dependency>
             <groupId>com.google.adk</groupId>
             <artifactId>google-adk</artifactId>
-            <version>1.4.0</version>
+            <version>1.5.0</version>
         </dependency>
         <dependency>
             <groupId>com.google.adk</groupId>
             <artifactId>google-adk-dev</artifactId>
-            <version>1.4.0</version>
+            <version>1.5.0</version>
         </dependency>
         <dependency>
             <groupId>com.yahoofinance-api</groupId>
diff --git a/tools/python-api-docs/source/conf.py b/tools/python-api-docs/source/conf.py
index ae65d54145..c4854d050f 100644
--- a/tools/python-api-docs/source/conf.py
+++ b/tools/python-api-docs/source/conf.py
@@ -27,6 +27,7 @@
 copyright = f'{datetime.now().year}, Google'
 author = 'Google'
 version = release = __version__
+html_title = f'{project} (Python) {release} documentation'
 
 # -- General configuration ---------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration