from smolagents import CodeAgent, DuckDuckGoSearchTool, OpenAIServerModel, load_tool, tool
import os
import datetime
# import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool
from alpha_vantage.timeseries import TimeSeries

from Gradio_UI import GradioUI

alpha_api_key = os.getenv("alpha_api_key")


@tool
def get_stock_price(ticker: str) -> str:
    """A tool that gets stock price
    Args:
        ticker: A string representing a valid stock symbol (e.g. NVDA)
    """
    ticker_symbol = ticker.upper()
    # Create a TimeSeries object
    ts = TimeSeries(key=alpha_api_key, output_format='pandas')
    # Get the latest stock data
    data, meta_data = ts.get_intraday(symbol=ticker_symbol, interval='1min', outputsize='compact')
    if not data.empty:
        # Print the latest closing price (intraday data)
        # print(f"The current price of {ticker_symbol} is ${data['4. close'][0]:.2f}")
        return (f"${data['4. close'][0]:.2f}")
    else:
        return ("Error: Failed to retrieve stock data.")


@tool
def hqtool(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()
together_api_key = os.getenv("together_api_key")
model = OpenAIServerModel(
    model_id="Qwen/Qwen2.5-Coder-32B-Instruct",
    custom_role_conversions=None,
    api_key=together_api_key,
    api_base='https://api.together.xyz/v1'
)


# 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=[get_stock_price, image_generation_tool, get_current_time_in_timezone, final_answer, DuckDuckGoSearchTool()],  # add or remove tools here
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name=None,
    description=None,
    prompt_templates=prompt_templates
)


GradioUI(agent).launch()