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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 animal_battle(arg1: str, arg2: str) -> str: | |
| """A tool that takes two animals and decides who would win in a fight and why | |
| Args: | |
| arg1: the first animal | |
| arg2: the second animal | |
| """ | |
| animal_stats = { | |
| "lion": {"power": 9, "special": "claws and teeth"}, | |
| "elephant": {"power": 10, "special": "size and strength"}, | |
| "gorilla": {"power": 8, "special": "strength and arms"}, | |
| "tiger": {"power": 9, "special": "speed and power"}, | |
| "bear": {"power": 9, "special": "claws and bulk"}, | |
| "wolf": {"power": 7, "special": "pack tactics"}, | |
| "eagle": {"power": 6, "special": "flight and talons"}, | |
| "komodo dragon": {"power": 7, "special": "venom and bite"} | |
| } | |
| arg1 = arg1.lower() | |
| arg2 = arg2.lower() | |
| if arg1 not in animal_stats or arg2 not in animal_stats: | |
| return f"Sorry, I don't have information about one or both of these animals." | |
| if animal_stats[arg1]["power"] > animal_stats[arg2]["power"]: | |
| return f"The {arg1} would win with its {animal_stats[arg1]['special']}!" | |
| elif animal_stats[arg2]["power"] > animal_stats[arg1]["power"]: | |
| return f"The {arg2} would win with its {animal_stats[arg2]['special']}!" | |
| else: | |
| return f"It would be a close fight between the {arg1} and {arg2}!" | |
| 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='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud', # Using the alternative endpoint | |
| 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, # Keep this | |
| image_generation_tool, # Image generation | |
| get_current_time_in_timezone, # Already has @tool decorator | |
| animal_battle, # Already has @tool decorator | |
| ], | |
| max_steps=6, | |
| verbosity_level=1, | |
| grammar=None, | |
| planning_interval=None, | |
| name=None, | |
| description=None, | |
| prompt_templates=prompt_templates | |
| ) | |
| GradioUI(agent).launch() |