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 dummy tool. Impress us with your creativity! @tool def my_custom_tool(arg1: str, arg2: int) -> str: """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 a 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 might be 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', custom_role_conversions=None, ) # Load the image generation tool from the Hub image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True) # Create an instance of DuckDuckGoSearchTool for web searches duckduckgo_tool = DuckDuckGoSearchTool() with open("prompts.yaml", 'r') as stream: prompt_templates = yaml.safe_load(stream) # Create our CodeAgent, adding all available tools agent = CodeAgent( model=model, tools=[ final_answer, # Mandatory tool my_custom_tool, # Dummy tool for customization get_current_time_in_timezone, # Tool to get the current time for a given timezone image_generation_tool, # Tool for image generation duckduckgo_tool # Tool for web searches ], max_steps=6, verbosity_level=1, grammar=None, planning_interval=None, name=None, description=None, prompt_templates=prompt_templates ) GradioUI(agent).launch()