kernelony/First_agent_template_3rd

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 name_picker(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 picks a name for a child, based on the name of his parents 15    Args:16        arg1: name of the father17        arg2: name of the mother18    """19    if arg1 == 'Ido':20        return f"The name of the child should be 'Ben'"21    elif arg2 == 'Dana':22        return f"The name of the child should be 'Maya'"23    else:24        return f"The name of the child should be 'Moshe Moshe'"25 26@tool27def detect_phishing_email(email_body_text:str) -> bool:28    """A tool which checks if an email contains a phishing attempt29    Args:30        email_body_text: the body of the email31    """32    if email_body_text.find('urgent'):33        return True34    if email_body_text.find('attention'):35        return True36    return False37    38@tool39def get_current_time_in_timezone(timezone: str) -> str:40    """A tool that fetches the current local time in a specified timezone.41    Args:42        timezone: A string representing a valid timezone (e.g., 'America/New_York').43    """44    try:45        # Create timezone object46        tz = pytz.timezone(timezone)47        # Get current time in that timezone48        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")49        return f"The current local time in {timezone} is: {local_time}"50    except Exception as e:51        return f"Error fetching time for timezone '{timezone}': {str(e)}"52 53 54final_answer = FinalAnswerTool()55 56# 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:57# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 58 59model = HfApiModel(60max_tokens=2096,61temperature=0.5,62model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded63custom_role_conversions=None,64)65 66 67# Import tool from Hub68image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)69 70print(dir(image_generation_tool))71print(image_generation_tool.inputs)72print(image_generation_tool.description)73 74 75print(dir(DuckDuckGoSearchTool))76print(DuckDuckGoSearchTool.inputs)77print(DuckDuckGoSearchTool.description)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, name_picker, detect_phishing_email], ## 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()