slimmy2k6/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import datetime3import requests4import pytz5import yaml6from tools.final_answer import FinalAnswerTool7from urllib.request import urlopen8 9from Gradio_UI import GradioUI10 11# Below is an example of a tool that does nothing. Amaze us with your creativity !12@tool13def is_etf_instrument_type(isin:str)-> 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 checks if the isin code belongs to a etf financial instrument.16    Args:17        isin: the isin code, example isin code: IE00BD4TXV5918    """19 20    with urlopen("https://www.justetf.com/en/etf-profile.html?isin=" + isin) as response:21        body = response.read().decode()22        if "Showing 0 to 0 of 0 entries" in body:23            return "The isin code " + isin + "is not a ETF"24        else: 25            return "The isin code " + isin + "is a ETF"26 27@tool28def get_current_time_in_timezone(timezone: str) -> str:29    """A tool that fetches the current local time in a specified timezone.30    Args:31        timezone: A string representing a valid timezone (e.g., 'America/New_York').32    """33    try:34        # Create timezone object35        tz = pytz.timezone(timezone)36        # Get current time in that timezone37        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")38        return f"The local time in {timezone} is: {local_time}---"39    except Exception as e:40        return f"Error fetching time for timezone '{timezone}': {str(e)}"41 42 43final_answer = FinalAnswerTool()44 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,is_etf_instrument_type], ## 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()