rocapal/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 22@tool 23def get_exam_days (call: str) -> str:24    """A tool that specify the examen days depending of the call25    Args:26        call: A string representing the call (e.g., 'ordinary, extraordinary, ...').27    """28 29    if call == "ordinary":30        return f"The examm in the {call} call is 22 Enero"31    elif call == "extraordinary":32        return f"The examm in the {call} call is 14 Junio"33    else:34        return f"Call not recognized"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, get_current_time_in_timezone, get_exam_days], ## 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()