p3pp01/First_agent_template

1from smolagents import CodeAgent, HfApiModel, load_tool, tool2import datetime3import requests4import pytz5import yaml6import os7import json8import urllib.error9import urllib.parse10import urllib.request11from dotenv import load_dotenv12from tools.final_answer import FinalAnswerTool13from tools.weather import WeatherTool14from tools.web_search import DuckDuckGoSearchTool15 16from Gradio_UI import GradioUI17 18load_dotenv()19 20# Below is an example of a tool that does nothing. Amaze us with your creativity !21@tool22def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type23    #Keep this format for the description / args / args description but feel free to modify the tool24    """A tool that does nothing yet 25    Args:26        arg1: the first argument27        arg2: the second argument28    """29    return "What magic will you build ?"30 31@tool32def get_current_time_in_timezone(timezone: str) -> str:33    """A tool that fetches the current local time in a specified timezone.34    Args:35        timezone: A string representing a valid timezone (e.g., 'America/New_York').36    """37    try:38        # Create timezone object39        tz = pytz.timezone(timezone)40        # Get current time in that timezone41        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")42        return f"The current local time in {timezone} is: {local_time}"43    except Exception as e:44        return f"Error fetching time for timezone '{timezone}': {str(e)}"45    46 47final_answer = FinalAnswerTool()48 49weather_data = WeatherTool()50 51web_search = DuckDuckGoSearchTool()52 53# 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:54# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 55 56model = HfApiModel(57max_tokens=2096,58temperature=0.5,59model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded60custom_role_conversions=None,61)62 63 64# Import tool from Hub65image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)66 67with open("prompts.yaml", 'r') as stream:68    prompt_templates = yaml.safe_load(stream)69    70agent = CodeAgent(71    model=model,72    tools=[final_answer, weather_data, web_search], ## add your tools here (don't remove final answer)73    max_steps=6,74    verbosity_level=1,75    grammar=None,76    planning_interval=None,77    name=None,78    description=None,79    prompt_templates=prompt_templates80)81 82 83GradioUI(agent).launch()