kschuette/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import datetime3import requests4import pytz5import yaml6import random7from 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 coin_flip(guess:str)-> str:24    """A tool that plays a coin flip game and tells the user if they won or not based on their guess and result of the coin flip25    Args:26        guess: the guess from the user if the result of the coin flip will be 'heads' or 'tails'. No other choices are permitted27    """28    result = random.randint(0, 1)29    30    if result == 0:31        result = "Heads"32    else:33        result = "Tails"34    if result.lower() == guess.lower():35        return f"{result}: You Win!"36    else:37        return f"{result}: You Lost."38 39@tool40def conversation_image(conversation:str, user:str, user_description:str)-> str:41    """A tool that does nothing yet 42    Args:43        conversation: the first argument44        user: the second argument45        user_description: the third46    """47    return "What magic will you build ?"48 49@tool50def get_current_time_in_timezone(timezone: str) -> str:51    """A tool that fetches the current local time in a specified timezone.52    Args:53        timezone: A string representing a valid timezone (e.g., 'America/New_York').54    """55    try:56        # Create timezone object57        tz = pytz.timezone(timezone)58        # Get current time in that timezone59        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")60        return f"The current local time in {timezone} is: {local_time}"61    except Exception as e:62        return f"Error fetching time for timezone '{timezone}': {str(e)}"63 64 65final_answer = FinalAnswerTool()66 67# 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:68# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 69 70model = HfApiModel(71max_tokens=2096,72temperature=0.5,73model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded74custom_role_conversions=None,75)76 77# Web search tool78search_tool = DuckDuckGoSearchTool()79 80# Import tool from Hub81image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)82 83with open("prompts.yaml", 'r') as stream:84    prompt_templates = yaml.safe_load(stream)85    86agent = CodeAgent(87    model=model,88    tools=[final_answer, search_tool, image_generation_tool, coin_flip, conversation_image, get_current_time_in_timezone], ## add your tools here (don't remove final answer)89    max_steps=6,90    verbosity_level=1,91    grammar=None,92    planning_interval=None,93    name=None,94    description=None,95    prompt_templates=prompt_templates96)97 98 99GradioUI(agent).launch()