kslee/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='Qwen/Qwen2.5-Coder-32B-Instruct',# 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 53import math54 55@tool56def smart_tool(x: float, y: float) -> float:57    """ A tool that compute the hypotenuse of a right angle triangle58    Args:59        x: length of one side60        y: length of another side61    """62    return math.sqrt(x*x + y*y)63    64@tool65def get_current_time_in_timezone(timezone: str) -> str:66    """A tool that fetches the current local time in a specified timezone.67    Args:68        timezone: A string representing a valid timezone (e.g., 'America/New_York').69    """70    try:71        # Create timezone object72        tz = pytz.timezone(timezone)73        # Get current time in that timezone74        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")75        return f"The current local time in {timezone} is: {local_time}"76    except Exception as e:77        return f"Error fetching time for timezone '{timezone}': {str(e)}"78 79        80with open("prompts.yaml", 'r') as stream:81    prompt_templates = yaml.safe_load(stream)82    83agent = CodeAgent(84    model=model,85    tools=[final_answer, image_generation_tool, get_current_time_in_timezone], ## 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    prompt_templates=prompt_templates93)94 95 96GradioUI(agent).launch()