from smolagents import CodeAgent, InferenceClientModel
from smolagents import VisitWebpageTool, WebSearchTool, WikipediaSearchTool, PythonInterpreterTool,FinalAnswerTool
import os

token=os.getenv("HF_API_TOKEN")

class GaiaAgent:
    def __init__(self):
        import os
        token = os.getenv("HF_API_TOKEN")
        print("DEBUG: HF_API_TOKEN is", token[:6]+ "...")
        self.model = InferenceClientModel(
            max_tokens = 1024,
            temperature = 0.5, 
            model_id = 'meta-llama/Llama-3.1-8B-Instruct',
            #custom_role_conversions=None,      
            provider="hf-inference",
            token=token
        )


#Creating the agent
        self.agent = CodeAgent(
            model=self.model,
            tools=[
                VisitWebpageTool(),
                WebSearchTool(),
                WikipediaSearchTool(),
                PythonInterpreterTool(),
                FinalAnswerTool(),
            ], 
            max_steps=10,
            verbosity_level = 2,        #or other parameter
            grammar = None,             
            planning_interval=None,      
            #name="web_agent",            
            #description="Brows the web to find information",      
            #additional_autorized_imports = ["pandas"],
        )
    def __call__(self, question: str) -> str:
        try:
            return self.agent.run(question)
        except Exception as e:
            return f"ERROR: {e}"