dagiro/First_agent_template

1from huggingface_hub import InferenceClient2from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool3import datetime4import requests5import 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 get_current_time_in_timezone(timezone: str) -> str:24    """A tool that fetches the current local time in a specified timezone.25    Args:26        timezone: A string representing a valid timezone (e.g., 'America/New_York').27    """28    try:29        # Create timezone object30        tz = pytz.timezone(timezone)31        # Get current time in that timezone32        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")33        return f"The current local time in {timezone} is: {local_time}"34    except Exception as e:35        return f"Error fetching time for timezone '{timezone}': {str(e)}"36 37@tool38def generate_image(prompt: str, model: str = "stabilityai/stable-diffusion-xl-base-1.0") -> str:39    """A tool that generates images from text prompts using Hugging Face's Inference API.40    Args:41        prompt: The text description of the image to generate.42        model: The Hugging Face model to use for image generation (default: stabilityai/stable-diffusion-xl-base-1.0).43    Returns:44        URL of the generated image or an error message.45    """46    try:47        client = InferenceClient()48        image = client.text_to_image(prompt, model=model)49        50        # Save the image locally and return the path51        timestamp = datetime.datetime.now().strftime("%Y%m%d_%H%M%S")52        image_path = f"generated_image_{timestamp}.png"53        image.save(image_path)54        55        return f"Image generated successfully! Saved to: {image_path}"56    except Exception as e:57        return f"Error generating image: {str(e)}"58 59 60final_answer = FinalAnswerTool()61 62# 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:63# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 64 65model = HfApiModel(66max_tokens=2096,67temperature=0.5,68model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded69custom_role_conversions=None,70)71 72 73# Import tool from Hub74image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)75 76with open("prompts.yaml", 'r') as stream:77    prompt_templates = yaml.safe_load(stream)78    79agent = CodeAgent(80    model=model,81    tools=[final_answer, 82           get_current_time_in_timezone, 83           generate_image, 84           DuckDuckGoSearchTool(),85           ], ## add your tools here (don't remove final answer)86    max_steps=6,87    verbosity_level=1,88    grammar=None,89    planning_interval=None,90    name=None,91    description=None,92    additional_authorized_imports=['datetime'],93    # prompt_templates=prompt_templates94)95 96 97GradioUI(agent).launch()