from smolagents import DuckDuckGoSearchTool, CodeAgent, HfApiModel
import os
import yaml

class BasicAgent:
    def __init__(self):
        print("BasicAgent initialized.")

    def __call__(self, question: str) -> str:
        print(f"Agent received question (first 50 chars): {question[:50]}...")
        
        with open("prompts.yaml", 'r') as stream:
            prompt_templates = yaml.safe_load(stream)

        model = HfApiModel(model_id="Qwen/Qwen3-235B-A22B")
        search_tool = DuckDuckGoSearchTool()

        agent = CodeAgent(
            tools=[search_tool],
            model=model,
            add_base_tools = True,
            prompt_templates=prompt_templates
        )

        fixed_answer = agent.run(question)
        print(f"Agent returning fixed answer: {fixed_answer}")
        return fixed_answer