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 my_cutom_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 creates a shopping list
#   Args:
#       arg1: the first argument
#       arg2: the second argument
#   """
#   return "What magic will you build ?"


@tool
def create_meal_plan(days: int, family_size: int, dietary_restrictions: List[str] = None) -> Dict[str, List[str]]:
    """Creates a meal plan for specified number of days considering family size and restrictions
    Args:
        days: Number of days to plan for
        family_size: Number of people to cook for
        dietary_restrictions: List of dietary restrictions/preferences
    """
    # This would integrate with your LLM to generate meal plans
    # For now returning a simple example structure
    meal_plan = {
        "Monday": ["Vegetarian Pasta", "Grilled Chicken Salad", "Fish Tacos"],
        "Tuesday": ["Oatmeal with Fruit", "Quinoa Bowl", "Stir Fry"]
    }
    return meal_plan


@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()
model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='https://wxknx1kg971u7k1n.us-east-1.aws.endpoints.huggingface.cloud',# 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], ## 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()