Cesartf11/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 fetch_pokemon_type(pokemon_name:str)-> str: 13    """A tool that fetches the types of an specific pokemon. This tool calls the PokeAPI parametrized with the pokemon name to retreive its type.14    Args:15        pokemon_name: A string representing a pokemon name (e.g., 'Pikachu').16    """17    url = 'https://pokeapi.co/api/v2/pokemon' + pokemon_name.lower()18    try:19        url = f"https://pokeapi.co/api/v2/pokemon/{pokemon_name.lower()}"20        response = requests.get(url)21        data = response.json()22        message_to_return =  ', '.join([item['name'] for item in [item['type'] for item in data['types']]])23    except:24        message_to_return = f"Error fetching pokemon type of {pokemon_name}"25    return message_to_return26 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='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded52custom_role_conversions=None,53)54 55 56# Import tool from Hub57image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)58 59with open("prompts.yaml", 'r') as stream:60    prompt_templates = yaml.safe_load(stream)61    62agent = CodeAgent(63    model=model,64    tools=[final_answer], ## add your tools here (don't remove final answer)65    max_steps=6,66    verbosity_level=1,67    grammar=None,68    planning_interval=None,69    name=None,70    description=None,71    prompt_templates=prompt_templates72)73 74 75GradioUI(agent).launch()