drradford/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 VisitWebpageTool8from tools.web_search import DuckDuckGoSearchTool9 10from Gradio_UI import GradioUI11 12# Below is an example of a tool that does nothing. Amaze us with your creativity!13@tool14def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type15    #Keep this format for the description / args / args description but feel free to modify the tool16    """A tool that does nothing yet 17    Args:18        arg1: the first argument19        arg2: the second argument20    """21    return "What magic will you build ?"22 23@tool24def get_current_time_in_timezone(timezone: str) -> str:25    """A tool that fetches the current local time in a specified timezone.26    Args:27        timezone: A string representing a valid timezone (e.g., 'America/New_York').28    """29    try:30        # Create timezone object31        tz = pytz.timezone(timezone)32        # Get current time in that timezone33        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")34        return f"The current local time in {timezone} is: {local_time}"35    except Exception as e:36        return f"Error fetching time for timezone '{timezone}': {str(e)}"37 38visit_webpage_tool = VisitWebpageTool()39search_web_tool = DuckDuckGoSearchTool()40 41final_answer = FinalAnswerTool()42 43# 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:44# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 45 46model = HfApiModel(47max_tokens=2096,48temperature=0.5,49model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded50custom_role_conversions=None,51)52 53 54# Import tool from Hub55image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)56 57with open("prompts.yaml", 'r') as stream:58    prompt_templates = yaml.safe_load(stream)59    60agent = CodeAgent(61    model=model,62    tools=[get_current_time_in_timezone, visit_webpage_tool, search_web_tool, final_answer], ## add your tools here (don't remove final answer)63    max_steps=6,64    verbosity_level=1,65    grammar=None,66    planning_interval=None,67    name=None,68    description=None,69    prompt_templates=prompt_templates70)71 72 73GradioUI(agent).launch()