from smolagents import CodeAgent, HfApiModel, FinalAnswerTool

class LLMOnlyAgent:
    def __init__(self):

    # Basic inference model
        model = HfApiModel(
        max_tokens=2096,
        temperature=0.5,
        model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
        custom_role_conversions=None,
        )

        # Code Agent
        agent = CodeAgent(
            model=model,
            tools=[FinalAnswerTool()],
            max_steps=2
        )
        
        print("BasicAgent initialized.")
    def __call__(self, question: str) -> str:
        print(f"Agent received question (first 50 chars): {question[:50]}...")
        answer = agent.run(question)
        print(f"Agent returning answer: {answer}")
        return answer