import argparse import os import sys from dotenv import load_dotenv from google import genai from google.genai import types from prompts import system_prompt from functions.call_function import available_functions, call_function load_dotenv() api_key = os.environ.get("GEMINI_API_KEY") if not api_key: raise RuntimeError("API Key not found") client = genai.Client(api_key=api_key) parser = argparse.ArgumentParser(description="Chatbot") parser.add_argument("user_prompt", type=str, help="User prompt") parser.add_argument("--verbose", action="store_true", help="Enable verbose output") args = parser.parse_args() messages = [types.Content(role="user", parts=[types.Part(text=args.user_prompt)])] for _ in range(10): response = client.models.generate_content( model="gemini-2.5-flash", contents=messages, config=types.GenerateContentConfig( system_instruction=system_prompt, tools=[available_functions], ), ) if response.candidates: for candidate in response.candidates: if candidate.content: messages.append(candidate.content) if not response.usage_metadata: raise RuntimeError("Cannot get usage metadata") if args.verbose: print(f"User prompt: {args.user_prompt}") print(f"Prompt tokens: {response.usage_metadata.prompt_token_count}") print(f"Response tokens: {response.usage_metadata.candidates_token_count}") function_calls = response.function_calls function_responses = [] if function_calls: for function_call in function_calls: function_call_result = call_function(function_call, args.verbose) if not function_call_result.parts: raise Exception("function_call_result.parts list is empty") if function_call_result.parts[0].function_response is None: raise Exception("FunctionResponse object is equal to None") if function_call_result.parts[0].function_response.response is None: raise Exception("FunctionResponse object response is equal to None") function_responses.append(function_call_result.parts[0]) if args.verbose: print(f"-> {function_call_result.parts[0].function_response.response}") messages.append(types.Content(role="user", parts=function_responses)) else: break else: print("Maximum iterations reached without a final response") sys.exit(1)