from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
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 animal_battle(arg1: str, arg2: str) -> str:
    """A tool that takes two animals and decides who would win in a fight and why
    Args:
        arg1: the first animal
        arg2: the second animal
    """
    animal_stats = {
        "lion": {"power": 9, "special": "claws and teeth"},
        "elephant": {"power": 10, "special": "size and strength"},
        "gorilla": {"power": 8, "special": "strength and arms"},
        "tiger": {"power": 9, "special": "speed and power"},
        "bear": {"power": 9, "special": "claws and bulk"},
        "wolf": {"power": 7, "special": "pack tactics"},
        "eagle": {"power": 6, "special": "flight and talons"},
        "komodo dragon": {"power": 7, "special": "venom and bite"}
    }
    
    arg1 = arg1.lower()
    arg2 = arg2.lower()
    
    if arg1 not in animal_stats or arg2 not in animal_stats:
        return f"Sorry, I don't have information about one or both of these animals."
    
    if animal_stats[arg1]["power"] > animal_stats[arg2]["power"]:
        return f"The {arg1} would win with its {animal_stats[arg1]['special']}!"
    elif animal_stats[arg2]["power"] > animal_stats[arg1]["power"]:
        return f"The {arg2} would win with its {animal_stats[arg2]['special']}!"
    else:
        return f"It would be a close fight between the {arg1} and {arg2}!"

@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='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',  # Using the alternative endpoint
    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,  # Keep this
        image_generation_tool,  # Image generation
        get_current_time_in_timezone,  # Already has @tool decorator
        animal_battle,  # Already has @tool decorator
    ],
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name=None,
    description=None,
    prompt_templates=prompt_templates
)

GradioUI(agent).launch()