Update process_interview.py

process_interview.py

@@ -54,12 +54,23 @@ ASSEMBLYAI_KEY = os.getenv("ASSEMBLYAI_KEY")
 GEMINI_API_KEY = os.getenv("GEMINI_API_KEY")
 
 
-# Initialize services
+import os
+import logging
+from pinecone import Pinecone, ServerlessSpec
+import google.generativeai as genai
+
+logger = logging.getLogger(__name__)
+
+PINECONE_KEY = os.getenv("PINECONE_API_KEY")
+GEMINI_API_KEY = os.getenv("GEMINI_API_KEY")
+
 def initialize_services():
     try:
         pc = Pinecone(api_key=PINECONE_KEY)
         index_name = "interview-speaker-embeddings"
-        if index_name not in pc.list_indexes().names():
+        
+        existing_indexes = [index_info["name"] for index_info in pc.list_indexes()]
+        if index_name not in existing_indexes:
             pc.create_index(
                 name=index_name,
                 dimension=192,
@@ -69,12 +80,15 @@ def initialize_services():
         index = pc.Index(index_name)
 
         genai.configure(api_key=GEMINI_API_KEY)
-        gemini_model = genai.GenerativeModel('gemini-1.5-flash')
+        
+        gemini_model = genai.GenerativeModel('gemini-1.5-flash-latest')
 
+        logger.info("Services initialized successfully.")
         return index, gemini_model
+
     except Exception as e:
         logger.error(f"Error initializing services: {str(e)}")
-        raise
+        raise e
 
 
 index, gemini_model = initialize_services()