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 magic_eight_ball(question: str, shake_count: int = 5) -> str:
    #Keep this format for the description / args / args description but feel free to modify the tool
    """A magic 8 ball fortune-telling tool that provides random yes/no answers to questions about the future.
    ONLY USE THIS TOOL when the user is asking for a fortune, prediction, or seeking yes/no guidance about uncertain outcomes.
    DO NOT USE for factual questions, calculations, or when specific information is needed.
    Examples of appropriate questions:
        - "Will I get the job?"
        - "Should I make this investment?"
        - "Will it rain tomorrow?"

    Args:
        question: The question you want to ask the magic 8 ball
        shake_count: How many times to shake the ball (affects randomness)
    """
    # List of magic 8 ball responses
    responses = [
        "It is certain.",
        "It is decidedly so.",
        "Without a doubt.",
        "Yes definitely.",
        "You may rely on it.",
        "As I see it, yes.",
        "Most likely.",
        "Outlook good.",
        "Yes.",
        "Signs point to yes.",
        "Reply hazy, try again.",
        "Ask again later.",
        "Better not tell you now.",
        "Cannot predict now.",
        "Concentrate and ask again.",
        "Don't count on it.",
        "My reply is no.",
        "My sources say no.",
        "Outlook not so good.",
        "Very doubtful."
    ]

    # The more you shake, the more random it gets (within reason)
    for _ in range(min(shake_count, 10)):
        random.shuffle(responses)

    # Return a random response
    return f"🎱 The Magic 8 Ball says: {random.choice(responses)}"

@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,magic_eight_ball], ## 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()