from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool

from Gradio_UI import GradioUI

api_key = '40547464b0a67a8f5d0e5fcd1364a8fe'

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def my_cutom_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_weather(location: str, api_key: str) -> dict:
    """
    A tool that fetches the current weather data for a specified location.

    Args:
        location: A string representing the city name to get weather data (e.g., 'New York').
        api_key: A string representing your OpenWeatherMap API key.

    Returns:
        A dictionary containing weather details such as city name, temperature, description, humidity, and wind speed.
        If an error occurs, it returns a dictionary with an "error" key and an error message.
    """
    base_url = "https://api.openweathermap.org/data/2.5/weather"
    params = {
        "q": location,
        "appid": api_key,
        "units": "metric"
    }
    
    try:
        response = requests.get(base_url, params=params)
        response.raise_for_status()  # Raise an exception for HTTP errors
        data = response.json()
        
        weather_info = {
            "city": data.get("name"),
            "temperature": data["main"].get("temp"),
            "description": data["weather"][0].get("description"),
            "humidity": data["main"].get("humidity"),
            "wind_speed": data["wind"].get("speed")
        }
        return weather_info
    except requests.exceptions.RequestException as e:
        return {"error": str(e)}


final_answer = FinalAnswerTool()
model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='https://jc26mwg228mkj8dw.us-east-1.aws.endpoints.huggingface.cloud',
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_weather], ## 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()