notuearmand250/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_weather_api(location: str, date_time: str) -> str:23    """24    Returns the weather report.25 26    Args:27        location: the name of the place that you want the weather for. Should be a place name, followed by possibly a city name, then a country, like "Anchor Point, Taghazout, Morocco".28        date_time: the date and time for which you want the report, formatted as '%m/%d/%y %H:%M:%S'.29    """30    lon, lat = convert_location_to_coordinates(location)31    try:32        date_time = datetime.strptime(date_time)33    except Exception as e:34        raise ValueError("Conversion of `date_time` to datetime format failed, make sure to provide a string in format '%m/%d/%y %H:%M:%S'. Full trace:" + str(e))35    temperature_celsius, risk_of_rain, wave_height = get_weather_report_at_coordinates((lon, lat), date_time)36    return f"Weather report for {location}, {date_time}: Temperature will be {temperature_celsius}°C, risk of rain is {risk_of_rain*100:.0f}%, wave height is {wave_height}m."37 38@tool39def get_current_time_in_timezone(timezone: str) -> str:40    """A tool that fetches the current local time in a specified timezone.41    Args:42        timezone: A string representing a valid timezone (e.g., 'America/New_York').43    """44    try:45        # Create timezone object46        tz = pytz.timezone(timezone)47        # Get current time in that timezone48        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")49        return f"The current local time in {timezone} is: {local_time}"50    except Exception as e:51        return f"Error fetching time for timezone '{timezone}': {str(e)}"52 53 54final_answer = FinalAnswerTool()55 56# 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:57# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 58 59model = HfApiModel(60max_tokens=2096,61temperature=0.5,62model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded63custom_role_conversions=None,64)65 66 67# Import tool from Hub68image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)69 70with open("prompts.yaml", 'r') as stream:71    prompt_templates = yaml.safe_load(stream)72    73agent = CodeAgent(74    model=model,75    tools=[final_answer], ## add your tools here (don't remove final answer)76    max_steps=6,77    verbosity_level=1,78    grammar=None,79    planning_interval=None,80    name=None,81    description=None,82    prompt_templates=prompt_templates83)84 85 86GradioUI(agent).launch()