From 556e316553ab9139627c1c115af6c7a89a227139 Mon Sep 17 00:00:00 2001
From: Morad Moqbel <116935498+MoradMoqbel@users.noreply.github.com>
Date: Wed, 16 Sep 2026 10:51:54 +0300
Subject: [PATCH] refactor(embeddings-and-vector-databases-with-chromadb):
 migrate deprecated openai API calls (1 file)

---
 .../llm_car_review_context.py                    | 16 ++++++++--------
 .../requirements.txt                             |  2 +-
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/embeddings-and-vector-databases-with-chromadb/llm_car_review_context.py b/embeddings-and-vector-databases-with-chromadb/llm_car_review_context.py
index cc9bff4112..c2dea9b38d 100644
--- a/embeddings-and-vector-databases-with-chromadb/llm_car_review_context.py
+++ b/embeddings-and-vector-databases-with-chromadb/llm_car_review_context.py
@@ -2,7 +2,7 @@
 import os
 
 import chromadb
-import openai
+from openai import OpenAI
 from chromadb.utils import embedding_functions
 
 os.environ["TOKENIZERS_PARALLELISM"] = "false"
@@ -15,7 +15,7 @@
 with open("config.json", "r") as json_file:
     config_data = json.load(json_file)
 
-openai.api_key = config_data.get("openai-secret-key")
+openai_client = OpenAI(api_key=config_data.get("openai-secret-key"))
 
 client = chromadb.PersistentClient(CHROMA_PATH)
 embedding_func = embedding_functions.SentenceTransformerEmbeddingFunction(
@@ -46,7 +46,7 @@
 
 reviews_str = ",".join(good_reviews["documents"][0])
 
-good_review_summaries = openai.ChatCompletion.create(
+good_review_summaries = openai_client.chat.completions.create(
     model="gpt-3.5-turbo",
     messages=[
         {"role": "system", "content": context.format(reviews_str)},
@@ -62,7 +62,7 @@
 print(reviews_str)
 print("###########################################")
 
-good_review_summaries = openai.ChatCompletion.create(
+good_review_summaries = openai_client.chat.completions.create(
     model="gpt-3.5-turbo",
     messages=[
         {"role": "system", "content": context.format(reviews_str)},
@@ -73,7 +73,7 @@
 )
 
 print("AI-Generated summary of good reviews: ")
-print(good_review_summaries["choices"][0]["message"]["content"])
+print(good_review_summaries.choices[0].message.content)
 print("###########################################")
 
 
@@ -99,7 +99,7 @@
 print(poor_reviews["documents"][0][0])
 print("###########################################")
 
-poor_review_analysis = openai.ChatCompletion.create(
+poor_review_analysis = openai_client.chat.completions.create(
     model="gpt-3.5-turbo",
     messages=[
         {"role": "system", "content": context.format(reviews_str)},
@@ -110,5 +110,5 @@
 )
 
 print("AI-Generated summary of the single worst review: ")
-print(poor_review_analysis["choices"][0]["message"]["content"])
-print("###########################################")
+print(poor_review_analysis.choices[0].message.content)
+print("###########################################")
\ No newline at end of file
diff --git a/embeddings-and-vector-databases-with-chromadb/requirements.txt b/embeddings-and-vector-databases-with-chromadb/requirements.txt
index 48d2e1ed1c..fc805d0951 100644
--- a/embeddings-and-vector-databases-with-chromadb/requirements.txt
+++ b/embeddings-and-vector-databases-with-chromadb/requirements.txt
@@ -42,7 +42,7 @@ networkx==3.2
 nltk==3.8.1
 numpy==1.26.1
 onnxruntime==1.16.1
-openai==0.28.1
+openai>=1.0.0
 overrides==7.4.0
 packaging==23.2
 Pillow==10.1.0