agent.py

import os
import requests
from smolagents import CodeAgent, tool, OpenAIServerModel

# ------------------------
# Constants
# ------------------------
API_URL = "https://agents-course-unit4-scoring.hf.space"

# ------------------------
# Tool definitions
# ------------------------
@tool
def fetch_questions() -> list:
    """
    Fetch the full list of GAIA evaluation questions.

    Args:
        None

    Returns:
        list: A list of question dicts, each with 'task_id' and 'question'.
    """
    response = requests.get(f"{API_URL}/questions", timeout=15)
    response.raise_for_status()
    return response.json()

@tool
def fetch_random_question() -> dict:
    """
    Fetch a single random GAIA question.

    Args:
        None

    Returns:
        dict: A dict containing 'task_id' and 'question'.
    """
    response = requests.get(f"{API_URL}/random-question", timeout=15)
    response.raise_for_status()
    return response.json()

@tool
def submit_answers(
    username: str,
    agent_code: str,
    answers: list
) -> dict:
    """
    Submit the agent's answers to GAIA and retrieve scoring.

    Args:
        username (str): The Hugging Face username identifying the submission.
        agent_code (str): URL to your Space code repository for verification purposes.
        answers (list): List of dicts, each with 'task_id' and 'submitted_answer'.

    Returns:
        dict: Contains 'score', 'correct_count', 'total_attempted', 'message', and other metadata.
    """
    payload = {
        "username": username,
        "agent_code": agent_code,
        "answers": answers
    }
    response = requests.post(f"{API_URL}/submit", json=payload, timeout=60)
    response.raise_for_status()
    return response.json()

# ------------------------
# Agent factory
# ------------------------
def create_agent() -> CodeAgent:
    """
    Build and return a configured CodeAgent using OpenAI GPT-3.5 Turbo.
    Requires the environment variable OPENAI_API_KEY to be set.

    Args:
        None

    Returns:
        CodeAgent: A SmolAgents CodeAgent instance with configured tools and prompt.
    """
    model = OpenAIServerModel(model_name="gpt-3.5-turbo")
    agent = CodeAgent(
        tools=[fetch_questions, fetch_random_question, submit_answers],
        model=model,
        prompt_template=(
            "Here is a GAIA question:\n"
            "{question}\n"
            "Provide ONLY the exact answer (exact-match), with no extra text."
        )
    )
    return agent