hamaadtahiir/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 !11def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type12    #Keep this format for the description / args / args description but feel free to modify the tool13    """A tool that does nothing yet 14    Args:15        arg1: the first argument16        arg2: the second argument17    """18    return "What magic will you build ?"19 20#Real tool example21def get_current_time_in_timezone(timezone: str) -> str:22    """A tool that fetches the current local time in a specified timezone.23    Args:24        timezone: A string representing a valid timezone (e.g., 'America/New_York').25    """26    try:27        # Create timezone object28        tz = pytz.timezone(timezone)29        # Get current time in that timezone30        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")31        return f"The current local time in {timezone} is: {local_time}"32    except Exception as e:33        return f"Error fetching time for timezone '{timezone}': {str(e)}"34 35 36# Define the tools37final_answer = FinalAnswerTool()38image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)39duckduckgo_tool = DuckDuckGoSearchTool()40 41# 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:42# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 43 44model = HfApiModel(45    max_tokens=2096,46    temperature=0.5,47    model_id='Qwen/Qwen2.5-Coder-32B-Instruct',48    custom_role_conversions=None,49)50 51 52 53with open("prompts.yaml", 'r') as stream:54    prompt_templates = yaml.safe_load(stream)55    56agent = CodeAgent(57    model=model,58    tools=[59        final_answer,60        image_generation_tool,61        duckduckgo_tool,62        tool(get_current_time_in_timezone),63        tool(my_custom_tool),64    ],65    max_steps=6,66    verbosity_level=1,67    prompt_templates=prompt_templates68)69 70 71GradioUI(agent).launch()