varunrao88/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    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 40# 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:41# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 42 43model = HfApiModel(44max_tokens=2096,45temperature=0.5,46model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded47custom_role_conversions=None,48)49 50 51# Import tool from Hub52image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)53 54searchTool = DuckDuckGoSearchTool(max_results=5)55 56 57with open("prompts.yaml", 'r') as stream:58    prompt_templates = yaml.safe_load(stream)59    60agent = CodeAgent(61    model=model,62    tools=[final_answer,image_generation_tool,get_current_time_in_timezone,searchTool], ## 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()