kseiler/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import datetime3import requests4import pytz5import yaml6from tools.final_answer import FinalAnswerTool7from tools.visit_webpage import VisitWebpageTool8 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, arg2:int)-> 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 does nothing yet 16    Args:17        arg1: the first argument18        arg2: the second argument19    """20    return "What magic will you build ?"21 22@tool23def get_current_time_in_timezone(timezone: str) -> str:24    """A tool that fetches the current local time in a specified timezone.25    Args:26        timezone: A string representing a valid timezone (e.g., 'America/New_York').27    """28    try:29        # Create timezone object30        tz = pytz.timezone(timezone)31        # Get current time in that timezone32        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")33        return f"The current local time in {timezone} is: {local_time}"34    except Exception as e:35        return f"Error fetching time for timezone '{timezone}': {str(e)}"36 37 38final_answer = FinalAnswerTool()39 40visit_webpage = VisitWebpageTool()41 42# 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:43# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 44 45model = HfApiModel(46max_tokens=2096,47temperature=0.5,48model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded49custom_role_conversions=None,50)51 52search_tool = DuckDuckGoSearchTool()53#print(search_tool("Who's the current president of Russia?"))54 55# Import tool from Hub56image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)57 58with open("prompts.yaml", 'r') as stream:59    prompt_templates = yaml.safe_load(stream)60    61agent = CodeAgent(62    model=model,63    tools=[image_generation_tool, search_tool, visit_webpage, final_answer], ## add your tools here (don't remove final answer)64    max_steps=6,65    verbosity_level=1,66    grammar=None,67    planning_interval=None,68    name=None,69    description=None,70    prompt_templates=prompt_templates71)72 73 74GradioUI(agent).launch()