Graph/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 get_current_time_in_timezone(timezone: str) -> str:23    """A tool that fetches the current local time in a specified timezone.24    Args:25        timezone: A string representing a valid timezone (e.g., 'America/New_York').26    """27    try:28        # Create timezone object29        tz = pytz.timezone(timezone)30        # Get current time in that timezone31        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")32        return f"The current local time in {timezone} is: {local_time}"33    except Exception as e:34        return f"Error fetching time for timezone '{timezone}': {str(e)}"35 36 37final_answer = FinalAnswerTool()38 39# 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:40# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 41 42model = HfApiModel(43max_tokens=2096,44temperature=0.5,45model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',# it is possible that this model may be overloaded46custom_role_conversions=None,47)48 49 50# Import tool from Hub51image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)52 53web_search = DuckDuckGoSearchTool()54 55with open("prompts.yaml", 'r') as stream:56    prompt_templates = yaml.safe_load(stream)57    58agent = CodeAgent(59    model=model,60    tools=[final_answer, get_current_time_in_timezone, web_search, image_generation_tool], ## add your tools here (don't remove final answer)61    max_steps=6,62    verbosity_level=1,63    grammar=None,64    planning_interval=None,65    name=None,66    description=None,67    prompt_templates=prompt_templates68)69 70 71GradioUI(agent).launch()