KalyanM45/Flight-Fare-Prediction ? reverse-engineered prompt

Build me a simple web app that predicts flight ticket prices from a few details I enter, like departure city, arrival city, travel date, airline, and other basic trip info. I want a clean page where I can fill out the form, click a button, and get an estimated fare right away.

Make it feel like a real usable product, not just a notebook. The app should have a straightforward homepage, a prediction result page, and basic styling so it looks polished. If there’s a trained model and saved artifacts needed, wire everything up so the app runs end to end without me having to do much manual work. I’d also like it to be easy to start locally and, if possible, work well in Docker too.

Use the existing project setup if it helps, and look up current docs online if you need to.