from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
import comics
import random
from PIL import Image
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 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_weather(city: str) -> str:
    """A tool that fetches the current weather of a specified city.
    Args:
        city: A string representing a valid city (e.g., 'Bangalore').
    """
    try:
        response = requests.get('https://api.weatherapi.com/v1/current.json?key=41d95dfc59fb499583443528250902&q=' + city + '&aqi=no')
        weatherJSON = response.json()
        cityName = weatherJSON.get('location').get('name')
        cityTemp = weatherJSON.get('current').get('temp_c')
        cityCondition = weatherJSON.get('current').get('condition').get('text')
        return f"The current Temperature in {cityName} is {cityTemp} in degree celcius and conditions are {cityCondition}"
    except Exception as e:
        return f"Error fetching weather conditions for {city}"

@tool
def get_comics() -> Image:
    """A tool that fetches random cartoon strip.
    Args:
    """
    try:
    	comicslist = comics.directory.listall()
    	if comicslist:
            randomComicName = random.choice(comicslist)
            random_ch = comics.search(randomComicName).random_date()
            random_ch.download
            return random_ch.show()
    except Exception as e:
    	return "Couldn't find random cartoon strip. Sorry!!"

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
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, get_comics, image_generation_tool], ## add your tools here (don't remove final answer)
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name='Get Weather anywhere in the world',
    description=None,
    prompt_templates=prompt_templates
)


GradioUI(agent).launch()