jayjiratta/Retail-Stock-Vision-Forecast — reverse-engineered prompt

Build me a retail stock monitoring system for a small shop.

I want staff to be able to send product shelf photos through LINE, have the system count the stock automatically for 8 drink products, and warn us when stock is low. It should also have a simple web dashboard where I can see current stock, upcoming demand forecasts, weekly sales trends, upload images manually, and check or manage the database. The dashboard should support Thai and English.

Please include forecasting for short term and daily demand, using the existing detection model and saved forecasting models where available. Set up the database, image processing flow, cleaning pipeline, alerts, and scheduled jobs so the system can update itself. I also want LINE commands for checking overall stock, checking one item, setting the time for uploaded images, and receiving real time notifications.

Make it runnable locally with Docker, PostgreSQL, Airflow, the LINE webhook service, and Streamlit. Look up current docs online if needed.