thangpv23/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    return "What magic will you build ?"20 21@tool22def my_web_search_tool(querry:str)-> 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 web search tool using Duckgo Search25    Args:26        querry: the first argument27    """28    duck_search = DuckDuckGoSearchTool()29    30    31    return duck_search(querry)32 33@tool34def get_current_time_in_timezone(timezone: str) -> str:35    """A tool that fetches the current local time in a specified timezone.36    Args:37        timezone: A string representing a valid timezone (e.g., 'America/New_York').38    """39    try:40        # Create timezone object41        tz = pytz.timezone(timezone)42        # Get current time in that timezone43        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")44        return f"The current local time in {timezone} is: {local_time}"45    except Exception as e:46        return f"Error fetching time for timezone '{timezone}': {str(e)}"47 48 49final_answer = FinalAnswerTool()50 51# 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:52# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 53 54model = HfApiModel(55max_tokens=2096,56temperature=0.5,57model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded58custom_role_conversions=None,59)60 61 62# Import tool from Hub63image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)64 65with open("prompts.yaml", 'r') as stream:66    prompt_templates = yaml.safe_load(stream)67    68agent = CodeAgent(69    model=model,70    tools=[final_answer], ## add your tools here (don't remove final answer)71    max_steps=6,72    verbosity_level=1,73    grammar=None,74    planning_interval=None,75    name=None,76    description=None,77    prompt_templates=prompt_templates78)79 80 81GradioUI(agent).launch()