from smolagents import (
    CodeAgent, 
    OpenAIServerModel, 
    DuckDuckGoSearchTool, 
    WikipediaSearchTool
)

def run_agent(model_id, level, question, file_name, ground_truth):
    if level == 1:
        max_steps = 5
    elif level == 2:
        max_steps = 10
    elif level == 3:
        max_steps = 20

    print("###")
    print(level)
    print(max_steps)
    print("###")
    
    agent = CodeAgent(
            add_base_tools = True,
            additional_authorized_imports = ["pandas", "numpy"],
            max_steps = max_steps,
            model = OpenAIServerModel(model_id = model_id),
            tools = [DuckDuckGoSearchTool(), 
                     WikipediaSearchTool()],
            verbosity_level = 2
        )

    answer = agent.run(question)
    
    return answer, str(answer == ground_truth)