Pixel-4k/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import datetime3import requests4import pytz5import yaml6from tools.final_answer import FinalAnswerTool7from duckduckgo_search import DDGS8 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(prompt1: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    """Uses duckduckgo image search to retrieve image candidates.16    (proxy-style generation via retrieval).17    Args:18        prompt1: the string as argument to generate the image.19        20    """21    with DDGS() as ddgs:22        results = ddgs.images(prompt1, max_results=5)23    images=[]24    for r in results:25        images.append({26            "title": r.get("title"),27            "image": r.get("image"),28            "source": r.get("source")29        })30    31    return {32        "prompt":prompt1,33        "results": images34    }35 36@tool37def get_current_time_in_timezone(timezone: str) -> str:38    """A tool that fetches the current local time in a specified timezone.39    Args:40        timezone: A string representing a valid timezone (e.g., 'America/New_York').41    """42    try:43        # Create timezone object44        tz = pytz.timezone(timezone)45        # Get current time in that timezone46        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")47        return f"The current local time in {timezone} is: {local_time}"48    except Exception as e:49        return f"Error fetching time for timezone '{timezone}': {str(e)}"50 51 52final_answer = FinalAnswerTool()53 54# 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:55# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 56 57model = HfApiModel(58max_tokens=2096,59temperature=0.5,60model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded61custom_role_conversions=None,62)63 64 65# Import tool from Hub66image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)67 68with open("prompts.yaml", 'r') as stream:69    prompt_templates = yaml.safe_load(stream)70    71agent = CodeAgent(72    model=model,73    tools=[final_answer], ## add your tools here (don't remove final answer)74    max_steps=6,75    verbosity_level=1,76    grammar=None,77    planning_interval=None,78    name=None,79    description=None,80    prompt_templates=prompt_templates81)82 83 84GradioUI(agent).launch()