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


# import os
# from huggingface_hub import InferenceClient

# HF_API_KEY = os.getenv("HF_API_KEY")
# if not HF_API_KEY:
#     raise ValueError("HF_API_KEY is not set. Please add it as a secret in your Hugging Face Space settings.")

# client = InferenceClient(token=HF_API_KEY)

# response = client.text_generation("Hello!", model="Qwen/Qwen2.5-Coder-32B-Instruct")
# print("HF_API_KEY", HF_API_KEY)
# print(response)

# # 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 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
#model_id='moonshotai/Moonlight-16B-A3B-Instruct',
model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',
# 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
# )

agent2 = CodeAgent(tools=[DuckDuckGoSearchTool()], model=model)


GradioUI(agent2).launch()