Update app.py

app.py

@@ -147,8 +147,26 @@ def run_chain(user_query):
       print("****************")
       return final_ai_response
     else:
-      print("Invalid inputs.")  
+      print("Invalid inputs.")          
 
+def run_chain(delete_button, user_query):
+    pinecone.init(api_key=PINECONE_API_KEY, environment=PINECONE_ENVIRONMENT)
+    if user_query !="" and not user_query.strip().isspace() and not user_query.isspace():
+        print("Your query:\n"+user_query)
+        vector_db_from_index = Pinecone.from_existing_index(index_name, hf_embeddings, namespace=namespace)
+        ss_results = vector_db_from_index.similarity_search(query=user_query, namespace=namespace, k=5)
+        initial_ai_response = chain.run(input_documents=ss_results, question=user_query, return_only_outputs=True)
+        temp_ai_response = initial_ai_response.partition('<|end|>')[0]
+        final_ai_response = temp_ai_response.replace('\n', '')
+        print(final_ai_response)
+        print(index_status)
+        print(index_name_extracted)
+        print(namespace)
+        print("****************")
+        return final_ai_response
+    else:
+        print("Invalid inputs.")
+        
 def delete_index_namespace():
     pinecone.init(api_key=PINECONE_API_KEY, environment=PINECONE_ENVIRONMENT)
     index_namespace_to_delete = pinecone.Index(index_name=index_name)