new_chatbot_minor_chnages

chatbot.py

@@ -73,8 +73,6 @@ def keyword_in_post_or_comments(post, keyword):
 
 # Fetch and process Reddit data
 def fetch_reddit_data(keyword, days=7, limit=None):
-    print("Reddit Keys Check:", os.getenv("REDDIT_CLIENT_ID"), os.getenv("REDDIT_CLIENT_SECRET"))
-
     end_time = datetime.utcnow()
     start_time = end_time - timedelta(days=days)
     subreddit = reddit.subreddit("all")
@@ -195,7 +193,7 @@ def get_chatbot_response(question, keyword, reddit_id=None):
     context_posts = retrieve_context(question, keyword, reddit_id)
     context = "\n\n".join([f"{p[0]}:\n{p[1]}" for p in context_posts])
     if len(context) > 3000:
-        context = summarize_chain.run({"context": context})
+        context = summarize_chain.invoke({"context": context})
     combined_input = f"Context:\n{context}\n\nUser Question: {question}"
     response = chat_chain.invoke({"input": combined_input})
     return response, context_posts