shiyu-coder/Kronos ? reverse-engineered prompt

I'd like to build a Python tool for financial forecasting using the Kronos foundation model. The main goal is to predict future stock prices based on historical data.

The core of the application should be a script that can load a pre-trained Kronos model, like the 'small' or 'base' version from Hugging Face. This script needs to take a CSV file containing historical stock data (with columns for open, high, low, close, and volume) and use it to generate a forecast for a specified number of future time steps. The output should be the predicted price data.

I also want a simple web UI for this. It should let a user upload their own CSV of stock data, specify how far into the future they want to predict, and then display a chart showing both the historical prices and the model's forecasted prices. It should be a simple and clean interface, maybe using something like Streamlit or Flask. Pull the latest dependencies and get it all set up.