Update main.py

the retrieved chunks are changed to telugu from english

main.py

@@ -204,7 +204,8 @@ async def retrieve_top_k_hybrid(query, k, sem_weight,syn_weight,bm25):
 
     top_results = df_expanded.sort_values(by="similarity", ascending=False).head(k)
 
-    return top_results["Chunks"].to_list()
+    # return top_results["Chunks"].to_list()
+    return top_results["telugu_chunk"].to_list()
 
 
 os.makedirs("/tmp/transformers_cache", exist_ok=True)
@@ -332,7 +333,7 @@ def tts_chunk_stream(text_chunk: str, lang: str = "en"):
 async def get_rag_response(user_message: str):
     global chat_messages
     Chunks = await retrieve_top_k_hybrid(user_message,15, 0.9, 0.1,bm25)
-    context = "======================================================================================================\n".join(Chunks)
+    context = "======================================================================================================\n".join(map(str,Chunks))
     chat_messages.append({"role": "user", "content": f'''     
           Context : {context}
           User Query: {user_message}'''})