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

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
@spaces.GPU(duration=30) # длительность в секундах, зависит от задачи
def my_custom_tool(arg1: str, arg2: int) -> str:
    """
    Общее описание инструмента.

    Args:
        arg1: Описание первого аргумента.
        arg2: Описание второго аргумента.

    Returns:
        Описание того, что возвращается.
    """
    return f"{arg1}-{arg2}"

@tool
def get_current_time_in_timezone(timezone: str) -> str:
    """
    Возвращает текущее время в указанной часовой зоне.

    Args:
        timezone: Название часовой зоны в формате IANA,
            например 'Europe/Moscow', 'UTC' или 'America/New_York'.

    Returns:
        Строка с текущим временем в формате 'YYYY-MM-DD HH:MM:SS'.
    """
    tz = pytz.timezone(timezone)
    local_time = datetime.now(tz)
    return local_time.strftime("%Y-%m-%d %H:%M:%S")


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], ## 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()