from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool

# import random
import random

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 generate_cat_name(personality:str)-> str:
    """
    A tool that generates a cat name based on personality trait. 
    Args:
        personality: A personality and or a trait description
    """

    personality = personality.lower().strip()

    cat_name_options = {
        "playful": ["Whiskers", "Jinx"],
        "lazy": ["Napper", "Dozer", "Snoozy", "Pillow", "Flop"],
        "mysterious": ["Shadow", "Midnight"],
        "elegant": ["Duchess", "Baron"],
        "shy": ["Whisper", "Hush"],
        "adventurous": ["Scout", "Rover"],
        "grumpy": ["Grucho", "Cranky"],
    }

    
    # If personality is not found, then this could be the default names
    default_names = ["Leo", "Luna", "Simba"]

    # Find the most similar category if exact match not found
    matching_category = None

    for category in cat_name_options:
        if category in personality or personality in category:
            matching_category = category
            break 

    if matching_category:
        name = random.choice(cat_name_options[matching_category])
        return f"Based on the '{matching_category}' personality, I recommend the cat name {name}"
    else:
        name = random.choice(default_names)
        return f"Here's a classic name for your cat: {name}"
    

@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=[generate_cat_name, 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()