vlad-uss/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 suggest_menu(occasion: str) -> str:23    """24    Suggests a menu based on the occasion.25    Args:26        occasion (str): The type of occasion for the party. Allowed values are:27                        - "casual": Menu for casual party.28                        - "formal": Menu for formal party.29                        - "superhero": Menu for superhero party.30                        - "custom": Custom menu.31    """32    if occasion == "casual":33        return "Pizza, snacks, and drinks."34    elif occasion == "formal":35        return "3-course dinner with wine and dessert."36    elif occasion == "superhero":37        return "Buffet with high-energy and healthy food."38    else:39        return "Custom menu for the butler."40 41@tool42def get_current_time_in_timezone(timezone: str) -> str:43    """A tool that fetches the current local time in a specified timezone.44    Args:45        timezone: A string representing a valid timezone (e.g., 'America/New_York').46    """47    try:48        # Create timezone object49        tz = pytz.timezone(timezone)50        # Get current time in that timezone51        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")52        return f"The current local time in {timezone} is: {local_time}"53    except Exception as e:54        return f"Error fetching time for timezone '{timezone}': {str(e)}"55 56 57final_answer = FinalAnswerTool()58 59# 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:60# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 61 62model = HfApiModel(63max_tokens=2096,64temperature=0.5,65model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded66custom_role_conversions=None,67)68 69 70# Import tool from Hub71image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)72 73with open("prompts.yaml", 'r') as stream:74    prompt_templates = yaml.safe_load(stream)75    76agent = CodeAgent(77    model=model,78    tools=[final_answer], ## add your tools here (don't remove final answer)79    max_steps=6,80    verbosity_level=1,81    grammar=None,82    planning_interval=None,83    name=None,84    description=None,85    prompt_templates=prompt_templates86)87 88 89GradioUI(agent).launch()