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| 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 ! | |
| 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 ?" | |
| 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)}" | |
| 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() |