sumittttttt/Stock-market-prediction-and-screener ? reverse-engineered prompt

Build me a Streamlit app for stock market prediction and screening, focused on Indian stocks. It should let a user search or pick a company from a list, then show basic company info, recent price charts, technical indicators, and a few simple stock screeners. I also want a prediction page that uses historical OHLCV data from Yahoo Finance to forecast the next day or near future closing price, and it should compare a few models like linear regression, k nearest neighbors, moving average, and an LSTM model.

Make it feel polished and easy for retail investors to use, with clear visuals and readable summaries, not just raw numbers. If you need to, look up the current docs online for Streamlit, yfinance, and any indicator libraries so the app works cleanly. Please wire it so the main pages work from the home screen, and keep the code organized enough that I can run it locally without much setup.