Update kadi_apy_bot.py

kadi_apy_bot.py

@@ -9,45 +9,6 @@ class KadiAPYBot:
         self.conversation = []  
 
 
-
- #   def process_query(self, query, chat_history):
-        """
-        Process a user query, handle history, retrieve contexts, and generate a response.
-        """
-        # Add the user query to the conversation history
-        self.add_to_conversation(user_query=query)
-        
-        # Rewrite query
-        rewritten_query = self.rewrite_query(query)
-        print("RRRRRRRRRREEEEEEEEEEWRITEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEE: ",rewritten_query)
-        # Predict library usage
-        code_library_usage_prediction = self.predict_library_usage(query)
-        
-        # Retrieve contexts
-        doc_contexts = self.retrieve_contexts(query, k=3, filter={"directory": "doc/"})
-        code_contexts = self.retrieve_contexts(rewritten_query, k=5, filter={"usage": code_library_usage_prediction})
-
-
-        # Vanilla
-        #doc_contexts = self.retrieve_contexts(query, k=3, filter={"directory": "doc/"})
-        #code_contexts = self.retrieve_contexts(query, k=5, filter={"directory": "kadi_apy/"})
-
-      #  doc_contexts = self.retrieve_contexts(query, k=3, filter={"directory": "doc/"})
-      #  code_contexts = self.retrieve_contexts(rewritten_query, k=5, filter={"directory": "kadi_apy/"})
-        
-        
-        # Format contexts
-        formatted_doc_contexts = self.format_documents(doc_contexts)
-        formatted_code_contexts = self.format_documents(code_contexts)
-        
-        # Generate response
-        response = self.generate_response(query, formatted_doc_contexts, formatted_code_contexts)
-        
-        # Add the response to the existing query in the conversation history
-        #self.add_to_conversation(llm_response=response)
-        
-        return response
-
     def process_query(self, query):
         """
         Process a user query, handle history, retrieve contexts, and generate a response.