from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
import random
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 ai_fortune_teller(category: str) -> str:
    """Predicts the future with extreme sarcasm and humor.
    
    Args:
        category: The category to predict ('career', 'love', 'finance').
    
    Returns:
        str: A sarcastic and funny prediction.
    """
    fortunes = {
        'career': [
            "Your dream job? Oh, you mean winning the lottery and never working again? Keep dreaming. 😂",
            "You're destined for greatness... if scrolling social media for 5 hours a day counts as a skill.",
            "One day, you will lead a company. That company may just be your own failed startup, but hey, leadership is leadership. 👏",
            "Your boss will finally appreciate you! Just kidding. They’ll steal your ideas and take all the credit. Classic. 🤡",
            "A new job opportunity is coming your way. Too bad it requires 15 years of experience for an entry-level position. 🤦‍♂️"
        ],
        'love': [
            "What is love? I was hoping you’d tell me. Go ask your mom, she might know. 😂",
            "You will meet the love of your life... and they will promptly ghost you after three messages. 💔",
            "A grand romantic gesture is in your future! Unfortunately, it’s from someone you find incredibly annoying. 🤷",
            "Your soulmate is out there... probably swiping left on your profile as we speak. 😬",
            "True love is coming. It might just be your delivery guy, but hey, a connection is a connection. 🚀"
        ],
        'finance': [
            "Your financial future is bright! Unless, of course, you continue buying overpriced coffee every day. ☕💸",
            "You will soon receive a large sum of money. Oh wait, I misread. You will soon receive a large sum of bills. Oops. 🤡",
            "Invest in crypto! Or don’t. Either way, you’ll still be confused about how it actually works. 🧐",
            "You are about to make a life-changing financial decision... by finally unsubscribing from that gym membership you never use. 👏",
            "A golden financial opportunity is coming. Unfortunately, it’s an MLM pitch from your cousin. 🚩"
        ]
    }

    if category in fortunes:
        return random.choice(fortunes[category])
    else:
        return "Oh, you want a special prediction? Sure. I predict you’ll ignore this advice and continue making questionable life choices. 😂"

@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)}"


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)

# initialize duckduck go search tool
duckduckgosearch_tool = DuckDuckGoSearchTool()
with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)
    
agent = CodeAgent(
    model=model,
    tools=[image_generation_tool,duckduckgosearch_tool,ai_fortune_teller,get_current_time_in_timezone,final_answer], ## 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()