rcl-code/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import datetime3import requests4import pytz5import yaml6from tools.final_answer import FinalAnswerTool7import random8 9from Gradio_UI import GradioUI10 11response = requests.get("https://www.mit.edu/~ecprice/wordlist.10000")12WORDS = response.content.splitlines()13FORMATTED_WORDS=[barray.decode("utf-8") for barray in WORDS]14# Below is an example of a tool that does nothing. Amaze us with your creativity !15@tool16def get_random_word(letter: str)-> str: #it's import to specify the return type17    #Keep this format for the description / args / args description but feel free to modify the tool18    """A tool that does gives you a random word starting with a specified letter 19    Args:20        letter: A string containing the first letter for the random word21    """22    letter_list = [word for word in FORMATTED_WORDS if word.startswith(letter)]23    random_word = random.choice(letter_list)24    25    return random_word26 27@tool28def get_current_time_in_timezone(timezone: str) -> str:29    """A tool that fetches the current local time in a specified timezone.30    Args:31        timezone: A string representing a valid timezone (e.g., 'America/New_York').32    """33    try:34        # Create timezone object35        tz = pytz.timezone(timezone)36        # Get current time in that timezone37        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")38        return f"The current local time in {timezone} is: {local_time}"39    except Exception as e:40        return f"Error fetching time for timezone '{timezone}': {str(e)}"41 42 43final_answer = FinalAnswerTool()44 45# 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:46# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 47 48model = HfApiModel(49max_tokens=2096,50temperature=0.5,51model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',52# model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded53custom_role_conversions=None,54)55 56 57# Import tool from Hub58image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)59 60with open("prompts.yaml", 'r') as stream:61    prompt_templates = yaml.safe_load(stream)62    63agent = CodeAgent(64    model=model,65    tools=[final_answer, get_random_word, get_current_time_in_timezone], ## add your tools here (don't remove final answer)66    max_steps=6,67    verbosity_level=1,68    grammar=None,69    planning_interval=None,70    name=None,71    description=None,72    prompt_templates=prompt_templates73)74 75 76GradioUI(agent).launch()