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 does nothing yet 
    Args:
        arg1: the first argument
        arg2: the second argument
    """
    return "What magic will you build ?"

@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='mistralai/Mistral-7B-instruct-v0.3',# it is possible that this model may be overloaded
custom_role_conversions=None,
)

@tool
def get_pokemon_information(pokemon_name: str) -> dict:
    '''
    This tool gives information about a pokemon.
    The information given is 
    Moves
    Abilities
    Types
    Pokémon Evolution Chains.
    base_experience
    stats
    weight
    height
    sprites-> image url of the pokemon could be shiny
    Use this tool to get the information about a pokemon else use the web search tool.
    Args:
        pokemon_name: The name of the pokemon.
    Returns: dict
        The information about the pokemon.
    '''
    try:
        response = requests.get(f"https://pokeapi.co/api/v2/pokemon/{pokemon_name}")
        response.raise_for_status()
        pokemon_info_json = response.json()

        pokemon_info = {
            "moves": pokemon_info_json["moves"],
            "abilities": pokemon_info_json["abilities"],
            "types": pokemon_info_json["types"],
            "evolution_chains": pokemon_info_json["evolution_chain"],
            "base_experience": pokemon_info_json["base_experience"],
            "stats": pokemon_info_json["stats"],
            "weight": pokemon_info_json["weight"],
            "height": pokemon_info_json["height"],
            "sprites": pokemon_info_json["sprites"],
            "pokedex_number": pokemon_info_json["id"],
            "location_area_url": pokemon_info_json["location_area_encounters"]
        }
    except requests.exceptions.RequestException as e:
        return f"Error fetching the Pokemon number: {str(e)}"
    except Exception as e:
        return f"An unexpected error occurred: {str(e)}"
    return pokemon_info

web_search_tool = DuckDuckGoSearchTool()

# Import tool from Hub

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