codehouze/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import datetime3import requests4import pytz5import yaml6from tools.final_answer import FinalAnswerTool7# from openai import tool8 9from Gradio_UI import GradioUI10 11 12# Below is an example of a tool that does nothing. Amaze us with your creativity !13@tool 14def search_duckduckgo(query: str) -> dict:15    """A tool that Searches DuckDuckGo for the given query and returns results.16    17    Args:18        query: The search query string.19    20    Returns:21        A dictionary containing search results.22    """23    search = DuckDuckGoSearchTool()24    results = search.run(query)25 26    return {"query": query, "results": results}27 28@tool29def get_current_time_in_timezone(timezone: str) -> str:30    """A tool that fetches the current local time in a specified timezone.31    Args:32        timezone: A string representing a valid timezone (e.g., 'America/New_York').33    """34    try:35        # Create timezone object36        tz = pytz.timezone(timezone)37        # Get current time in that timezone38        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")39        return f"The current local time in {timezone} is: {local_time}"40    except Exception as e:41        return f"Error fetching time for timezone '{timezone}': {str(e)}"42 43 44final_answer = FinalAnswerTool()45# 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:46# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 47 48model = HfApiModel(49max_tokens=2096,50temperature=0.5,51model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded52custom_role_conversions=None,53)54 55 56# Import tool from Hub57image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)58 59with open("prompts.yaml", 'r') as stream:60    prompt_templates = yaml.safe_load(stream)61    62agent = CodeAgent(63    model=model,64    tools=[final_answer,get_current_time_in_timezone,search_duckduckgo], ## add your tools here (don't remove final answer)65    max_steps=6,66    verbosity_level=1,67    grammar=None,68    planning_interval=None,69    name=None,70    description=None,71    prompt_templates=prompt_templates72)73 74 75GradioUI(agent).launch()