Update app.py

app.py

@@ -4,15 +4,15 @@ import io
 import os
 from dotenv import load_dotenv
 from pinecone import Pinecone, ServerlessSpec
-import openai
+from openai import OpenAI
 import uuid
 import re
 
 # Load environment variables from .env file
 load_dotenv()
 
-# Initialize OpenAI API
-openai.api_key = os.getenv("OPENAI_API_KEY")
+# Initialize OpenAI client
+client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))
 
 # Initialize Pinecone
 PINECONE_API_KEY = os.getenv("PINECONE_API_KEY")
@@ -90,11 +90,11 @@ def get_embeddings(chunks):
     """
     Generates embeddings for each chunk using OpenAI's embedding API.
     """
-    response = openai.Embedding.create(
+    response = client.embeddings.create(
         input=chunks,
         model=EMBEDDING_MODEL
     )
-    embeddings = [record['embedding'] for record in response['data']]
+    embeddings = [data.embedding for data in response.data]
     return embeddings
 
 iface = gr.Interface(