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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 spotipy | |
| from spotipy.oauth2 import SpotifyClientCredentials | |
| from Gradio_UI import GradioUI | |
| # Below is an example of a tool that does nothing. Amaze us with your creativity ! | |
| # Set your Spotify API credentials | |
| client_id = 'Spotify_Client_ID' | |
| client_secret = 'Spotify_Client_Secret' | |
| # Set up Spotify authentication | |
| client_credentials_manager = SpotifyClientCredentials(client_id=client_id, client_secret=client_secret) | |
| sp = spotipy.Spotify(client_credentials_manager=client_credentials_manager) | |
| def get_song_lyrics(artist_name: str) -> str: | |
| """A tool that fetches the most recent album name of a given artist. | |
| Args: | |
| artist_name: A string representing a valid name of a song. | |
| """ | |
| result = sp.search(q=artist_name, type='artist', limit=1) | |
| if result['artists']['items']: | |
| artist_id = result['artists']['items'][0]['id'] | |
| # Get the artist's albums (in reverse chronological order) | |
| albums = sp.artist_albums(artist_id, album_type='album', limit=1, offset=0) | |
| if albums['items']: | |
| # Get the most recent album | |
| most_recent_album = albums['items'][0] | |
| # Return the name of the most recent album | |
| return f"The most recent album of the {artist_name} is {most_recent_album['name']}" | |
| else: | |
| return f"No album found for {artist_name}" | |
| else: | |
| return f"{artist_name} not found." | |
| 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)}" | |
| 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='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded | |
| model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud', | |
| 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_song_lyrics], ## 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() |