from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import random
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 generate_quote() -> str:
    """A tool that generates a random inspirational quote from Bruce Lee, 'The Art of War', or samurai philosophy.
    """
    quotes = [
        "Empty your mind, be formless, shapeless — like water. Now you put water in a cup, it becomes the cup; You put water in a bottle, it becomes the bottle; You put it in a teapot, it becomes the teapot. Now water can flow or it can crash. Be water, my friend. - Bruce Lee"
        "Knowing is not enough; we must apply. Wishing is not enough; we must do. - Bruce Lee",
        "The successful warrior is the average man, with laser-like focus. - Bruce Lee",
        "In the midst of chaos, there is also opportunity. - Sun Tzu, The Art of War",
        "All warfare is based on deception. - Sun Tzu, The Art of War",
        "The ultimate aim of martial arts is not having to use them. - Miyamoto Musashi, Samurai Philosopher",
        "A samurai should be as swift as a bird and as strong as a lion. - Unknown Samurai",
        "It is not the strongest of the species that survive, nor the most intelligent, but the one most responsive to change. - Charles Darwin (often quoted in samurai philosophy)",
        "The sword is a weapon of the mind. - Unknown Samurai",
        "To know your Enemy, you must become your Enemy. - Sun Tzu, The Art of War",
        "The mind is everything. What you think you become. - Buddha (often referenced in samurai teachings)"
    ]
    return random.choice(quotes)

@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)

with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)
    
agent = CodeAgent(
    model=model,
    tools=[final_answer, generate_quote, get_current_time_in_timezone], ## 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()