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

# Below is an example of a tool that does nothing. Amaze us with your creativity !

@tool
def get_weather(location: str = None, zipcode: int = None) -> str:
    """Fetches the current weather for a specified location or zip code.
    
    Args:
        location: A string representing a valid city name or region (e.g., 'New York').
        zipcode: An integer representing a valid zip code (e.g., 10001 for NYC).
    
    Returns:
        A string describing the weather conditions, temperature, and humidity.
    """
    temperature = data["main"]["temp"]
    conditions = data["weather"][0]["description"]
    humidity = data["main"]["humidity"]

    return (f"🌤️ Weather in {location or zipcode}: {conditions.capitalize()}, "
                f"Temperature: {temperature}°C, Humidity: {humidity}%")
    return f"The current weather in {location,zipcode} is: {temperature,}"

@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 getMarsWeather() -> str:
    """
    A tool that fetches the current weather on Mars using NASA's InSight API.
    Returns:
        A string containing the sol (Martian day), average temperature, and wind speed on Mars.
    """
    insightURL = 'https://api.nasa.gov/insight_weather/?api_key={}&feedtype=json&ver=1.0'.format(NASA_API_KEY)
    response = requests.get(insightURL)
    marsWeatherRaw = response.json()
    firstKey = next(iter(marsWeatherRaw))
    marsWeather = {
        'sol': firstKey,
        'temperature': marsWeatherRaw[firstKey]['AT']['av'],
        'wind_speed': marsWeatherRaw[firstKey]['HWS']['av']
    }
    outputStr = "The temperature on Mars on Sol {sol} is {temperature} C and wind speeds of {wind_speed} m/sec.".format(
    sol=marsWeather['sol'],
    temperature=marsWeather['temperature'],
    wind_speed=marsWeather['wind_speed'])
    
    return outputStr

final_answer = FinalAnswerTool()

# 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
#model_id='meta-llama/Llama-3.2-3B-Instruct',# Here I used another model to compare the results    
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,image_generation_tool,get_current_time_in_timezone,DuckDuckGoSearchTool()], ## 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()