worldrich/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import datetime3import requests4import random5import pytz6import yaml7from tools.final_answer import FinalAnswerTool8 9from Gradio_UI import GradioUI10 11# Below is an example of a tool that does nothing. Amaze us with your creativity !12@tool13def my_custom_tool(arg1:str, arg2:int)-> 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 does nothing yet 16    Args:17        arg1: the first argument18        arg2: the second argument19    """20    return "What magic will you build ?"21 22@tool23def roll_dice(num_sides: int, num_rolls: int) -> str: # it's important to specify the return type24    """A tool that simulates rolling a die with a specified number of sides.25    Args:26        num_sides: The number of sides on the die (e.g., 6, 20).27        num_rolls: The number of times to roll the die.28    """29    results = [random.randint(1, num_sides) for _ in range(num_rolls)]30    return f"Rolled a {num_sides}-sided die {num_rolls} times. Results: {results}"31 32@tool33def get_current_time_in_timezone(timezone: str) -> str:34    """A tool that fetches the current local time in a specified timezone.35    Args:36        timezone: A string representing a valid timezone (e.g., 'America/New_York').37    """38    try:39        # Create timezone object40        tz = pytz.timezone(timezone)41        # Get current time in that timezone42        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")43        return f"The current local time in {timezone} is: {local_time}"44    except Exception as e:45        return f"Error fetching time for timezone '{timezone}': {str(e)}"46 47 48final_answer = FinalAnswerTool()49 50# 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:51# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 52 53model = HfApiModel(54max_tokens=2096,55temperature=0.5,56model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded57custom_role_conversions=None,58)59 60 61# Import tool from Hub62image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)63 64with open("prompts.yaml", 'r') as stream:65    prompt_templates = yaml.safe_load(stream)66    67agent = CodeAgent(68    model=model,69    tools=[final_answer,roll_dice], ## add your tools here (don't remove final answer)70    max_steps=6,71    verbosity_level=1,72    grammar=None,73    planning_interval=None,74    name=None,75    description=None,76    prompt_templates=prompt_templates77)78 79 80GradioUI(agent).launch()