app.py

from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
import os
from Gradio_UI import GradioUI
from tools.final_answer import FinalAnswerTool
from tools.web_search import DuckDuckGoSearchTool
from dotenv import load_dotenv

load_dotenv()

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
    #Keep this format for the description / args / args description but feel free to modify the tool
    """A tool that does nothing yet 
    Args:
        arg1: the first argument
        arg2: the second argument
    """
    return "What magic will you build ?"

@tool
def get_current_time_in_timezone(timezone: str) -> str:
    """A tool that fetches the current local time in a specified timezone.
    Args:
        timezone: A string representing a valid timezone (e.g., 'America/New_York').
    """
    try:
        # Create timezone object
        tz = pytz.timezone(timezone)
        # Get current time in that timezone
        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
        return f"The current local time in {timezone} is: {local_time}"
    except Exception as e:
        return f"Error fetching time for timezone '{timezone}': {str(e)}"

@tool
def get_laliga_team_ranking(team_name: str) -> int:
    """Fetches the current ranking of a LaLiga team.
    
    Args:
        team_name: The name of the LaLiga team (e.g., 'Real Madrid CF').
    
    Returns:
        The team's ranking as an integer.
    """
    try:
        url = "https://api.football-data.org/v4/competitions/PD/standings"
        headers = {"X-Auth-Token": os.getenv("FOOTBALL_DATA_API")}  # Replace with a valid API key
        response = requests.get(url, headers=headers)
        data = response.json()

        for table in data['standings']:
            for team in table['table']:
                if team['team']['name'].lower() == team_name.lower():
                    return team['position']
        
        return -1  # Return -1 if the team is not found
    except Exception as e:
        return -1  # Return -1 if there is an error


@tool
def generate_image(prompt: str) -> str:
    """Generates an image based on a given text prompt.
    
    Args:
        prompt: A text description of the image to generate.
    
    Returns:
        A URL to the generated image.
    """
    return image_generation_tool.run(prompt)


final_answer = FinalAnswerTool()
web_search = DuckDuckGoSearchTool()

# 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:
# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 

model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
custom_role_conversions=None,
)


# Import tool from Hub
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)

with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)
    
agent = CodeAgent(
    model=model,
    tools=[final_answer, get_current_time_in_timezone, web_search, get_laliga_team_ranking, generate_image], ## add your tools here (don't remove final answer)
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name=None,
    description=None,
    prompt_templates=prompt_templates
)


GradioUI(agent).launch()