app.py

from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool
import os 
from Gradio_UI import GradioUI

API_KEY = os.getenv("TMDB_API_KEY")
BASE_URL = "https://api.themoviedb.org/3"

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
    #Keep this format for the description / args / args description but feel free to modify the tool
    """A tool that does nothing yet 
    Args:
        arg1: the first argument
        arg2: the second argument
    """
    return "What magic will you build ?"

@tool
def get_current_time_in_timezone(timezone: str) -> str:
    """A tool that fetches the current local time in a specified timezone.
    Args:
        timezone: A string representing a valid timezone (e.g., 'America/New_York').
    """
    try:
        # Create timezone object
        tz = pytz.timezone(timezone)
        # Get current time in that timezone
        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
        return f"The current local time in {timezone} is: {local_time}"
    except Exception as e:
        return f"Error fetching time for timezone '{timezone}': {str(e)}"

@tool
def get_top_10_movies_by_genre(genre: str) -> str:
    """A tool that fetches the top 10 movies of a given genre using the TMDb API.
    Args:
        genre: A string representing the movie genre(e.g: 'Action', 'Fiction', 'Comedy', etc. 
    """
    try:
        genre_response = requests.get(
            f"{BASE_URL}/genre/movie/list",
            params={"api_key": API_KEY}
        )
        genre_data = genre_response.json()
        genre_map = {g["name"].lower(): g["id"] for g in genre_data["genres"]}

        genre_id = genre_map.get(genre.lower())
        if not genre_id:
            return f"Genre '{genre}' not found. Available genres: {list(genre_map.keys())}"

        movies_response = requests.get(
            f"{BASE_URL}/discover/movie",
            params={
                "api_key": API_KEY,
                "with_genres": genre_id,
                "sort_by": "vote_average.desc",
                "vote_count.gte": 1000
            }
        )
        movies_data = movies_response.json()
        movies = [m["title"] for m in movies_data.get("results", [])[:10]]

        if not movies:
            return f"No movies found for genre '{genre}'."

        return f"Top 10 {genre.capitalize()} movies:\n" + "\n".join(movies)

    except Exception as e:
        return f"Error fetching movies for genre '{genre}': {str(e)}"


final_answer = FinalAnswerTool()

# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 

model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',# it is possible that this model may be overloaded
custom_role_conversions=None,
)


# Import tool from Hub
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)

with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)
    
agent = CodeAgent(
    model=model,
    tools=[final_answer, get_top_10_movies_by_genre],## add your tools here (don't remove final answer)
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name=None,
    description=None,
    prompt_templates=prompt_templates
)


GradioUI(agent).launch()