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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 | |
| from Gradio_UI import GradioUI | |
| # Below is an example of a tool that does nothing. Amaze us with your creativity ! | |
| def destiny_still_arrives(name:str, age_or_dob:str)-> 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 takes a name, age or date of birth as input. It outputs the meaning of the name, an image of that person's birthstone and a horoscope reading of the day. | |
| Args: | |
| name: A string representing a person's age | |
| age_or_dob: A string representing a person's age or date of birth | |
| """ | |
| def get_birthstone(name: str, age_or_dob: str): | |
| birthstones = { | |
| "January": "Garnet", | |
| "February": "Amethyst", | |
| "March": "Aquamarine", | |
| "April": "Diamond", | |
| "May": "Emerald", | |
| "June": "Pearl", | |
| "July": "Ruby", | |
| "August": "Peridot", | |
| "September": "Sapphire", | |
| "October": "Opal", | |
| "November": "Topaz", | |
| "December": "Turquoise" | |
| } | |
| month = datetime.strptime(age_or_dob, "%Y-%m-%d").strftime("%B") | |
| birthstone = birthstones.get(month, "Unknown") | |
| image_urls = { | |
| "Garnet": "https://upload.wikimedia.org/wikipedia/commons/1/12/Garnet_rough.jpg", | |
| "Amethyst": "https://upload.wikimedia.org/wikipedia/commons/8/8b/Amethyst.jpg", | |
| "Aquamarine": "https://upload.wikimedia.org/wikipedia/commons/d/d5/Aquamarine_Brazil.jpg", | |
| "Diamond": "https://upload.wikimedia.org/wikipedia/commons/a/a7/Loose_diamond.png", | |
| "Emerald": "https://upload.wikimedia.org/wikipedia/commons/4/4f/Emerald.jpg", | |
| "Pearl": "https://upload.wikimedia.org/wikipedia/commons/1/17/Pearl_macro.jpg", | |
| "Ruby": "https://upload.wikimedia.org/wikipedia/commons/0/0d/Ruby.jpg", | |
| "Peridot": "https://upload.wikimedia.org/wikipedia/commons/8/8a/Peridot.jpg", | |
| "Sapphire": "https://upload.wikimedia.org/wikipedia/commons/3/35/Sapphire.jpg", | |
| "Opal": "https://upload.wikimedia.org/wikipedia/commons/2/2f/Opal_macro.jpg", | |
| "Topaz": "https://upload.wikimedia.org/wikipedia/commons/5/56/Topaz.jpg", | |
| "Turquoise": "https://upload.wikimedia.org/wikipedia/commons/d/d6/Turquoise.jpg" | |
| } | |
| if birthstone in image_urls: | |
| response = requests.get(image_urls[birthstone]) | |
| img = Image.open(BytesIO(response.content)) | |
| img.show() | |
| return f"Hello {name}, your birthstone is {birthstone}!" | |
| else: | |
| return f"Hello {name}, we could not determine your birthstone." | |
| return get_birthstone | |
| 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 | |
| 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_current_time_in_timezone,image_generation_tool,destiny_still_arrives], ## 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() |