ruoya/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import datetime3import requests4import pytz5import yaml6import urllib.parse7from tools.final_answer import FinalAnswerTool8 9from Gradio_UI import GradioUI10 11# Below is an example of a tool that does nothing. Amaze us with your creativity !12@tool13def my_custom_tool(arg1:str)-> str: #it's import to specify the return type14    #Keep this format for the description / args / args description but feel free to modify the tool15    """A tool that fetches scientists data16    Args:17        arg1: Scientist to query18    Returns:19        String representing the scientists data20    """21    url =  f'https://zonal-dorisa-louisgituhi-a992d867.koyeb.app/scientists/{arg1}'22 23    try:24        response = requests.get(url)25        response.raise_for_status()26        return response.json()27    except requests.exceptions.RequestException as e:28        return {"error": str(e)}29 30 31@tool32def get_current_time_in_timezone(timezone: str) -> str:33    """A tool that fetches the current local time in a specified timezone.34    Args:35        timezone: A string representing a valid timezone (e.g., 'America/New_York').36    """37    try:38        # Create timezone object39        tz = pytz.timezone(timezone)40        # Get current time in that timezone41        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")42        return f"The current local time in {timezone} is: {local_time}"43    except Exception as e:44        return f"Error fetching time for timezone '{timezone}': {str(e)}"45 46 47final_answer = FinalAnswerTool()48 49# 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:50# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 51 52def create_agent():53    """Create and configure the agent with all tools"""54    model = HfApiModel(55        max_tokens=2096,56        temperature=0.8,57        model_id='Qwen/Qwen2.5-Coder-32B-Instruct',58        custom_role_conversions=None,59    )60 61    with open("prompts.yaml", 'r') as stream:62        prompt_templates = yaml.safe_load(stream)63 64    agent = CodeAgent(65        model=model,66        tools=[67            FinalAnswerTool(),68            # query_temperatures,69            # continue_conversation,70            # clear_memory,71            my_custom_tool # Add the new tool72        ],73        max_steps=7,74        verbosity_level=50,75        prompt_templates=prompt_templates,76        additional_authorized_imports=['math']  # Allow math module77    )78 79 80    return agent81 82if __name__ == "__main__":83    agent = create_agent()84    GradioUI(agent).launch()