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refactor(embeddings-and-vector-databases-with-chromadb): migrate deprecated openai API calls (1 file) #833

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refactor(embeddings-and-vector-databases-with-chromadb): migrate deprecated openai API calls (1 file) #833

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16 changes: 8 additions & 8 deletions embeddings-and-vector-databases-with-chromadb/llm_car_review_context.py
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Original file line number Diff line number Diff line change
Expand Up @@ -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"
Expand All @@ -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(
Expand Down Expand Up @@ -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)},
Expand All @@ -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)},
Expand All @@ -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("###########################################")


Expand All @@ -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)},
Expand All @@ -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("###########################################")
2 changes: 1 addition & 1 deletion embeddings-and-vector-databases-with-chromadb/requirements.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -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
Expand Down