mtakefront/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import datetime3import requests4import pytz5import yaml6from tools.final_answer import FinalAnswerTool7 8from Gradio_UI import GradioUI9 10# Below is an example of a tool that does nothing. Amaze us with your creativity !11@tool12def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type13    #Keep this format for the description / args / args description but feel free to modify the tool14    """A tool that does nothing yet 15    Args:16        arg1: the first argument17        arg2: the second argument18    """19    return "What magic will you build ?"20 21@tool22def get_current_time_in_timezone(timezone: str) -> str:23    """A tool that fetches the current local time in a specified timezone.24    Args:25        timezone: A string representing a valid timezone (e.g., 'America/New_York').26    """27    try:28        # Create timezone object29        tz = pytz.timezone(timezone)30        # Get current time in that timezone31        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")32        return f"The current local time in {timezone} is: {local_time}"33    except Exception as e:34        return f"Error fetching time for timezone '{timezone}': {str(e)}"35 36@tool37def get_capitalcity(country: str) -> str:38    """A tool that returns the capital city of the provided country.39    40    Args:41        country: A string representing the name of a country (e.g., 'Germany').42    43    Returns:44        str: The capital city of the country.45    """46    # Dictionary of countries and their capitals47    country_capitals = {48        "United States": "Washington, D.C.",49        "Germany": "Berlin",50        "France": "Paris",51        "Italy": "Rome",52        "Canada": "Ottawa",53        "Japan": "Tokyo",54        "India": "New Delhi",55        "Australia": "Canberra",56        "Brazil": "Brasília",57        "United Kingdom": "London",58        # Add more countries and capitals as needed59    }60 61    # Retrieve the capital city based on the provided country62    capital = country_capitals.get(country, None)63 64    if capital:65        return f"The capital city of {country} is {capital}."66    else:67        return f"Sorry, I don't know the capital city of {country}."68 69final_answer = FinalAnswerTool()70 71# 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:72# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 73 74model = HfApiModel(75max_tokens=2096,76temperature=0.5,77model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded78custom_role_conversions=None,79)80 81 82# Import tool from Hub83image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)84 85with open("prompts.yaml", 'r') as stream:86    prompt_templates = yaml.safe_load(stream)87    88agent = CodeAgent(89    model=model,90    tools=[final_answer , get_capitalcity], ## add your tools here (don't remove final answer)91    max_steps=6,92    verbosity_level=1,93    grammar=None,94    planning_interval=None,95    name=None,96    description=None,97    prompt_templates=prompt_templates98)99 100 101GradioUI(agent).launch()