imankit-0912/diabetes-prediction ? reverse-engineered prompt

Build me a simple diabetes prediction app using machine learning.

I want a small, easy to use tool where someone can enter basic health details and get a prediction about diabetes risk. Keep it straightforward and clean, with a simple interface and a clear result message. If it makes sense, include a basic model training flow and a way to test predictions with sample input.

Make it feel like a real usable demo, not just a script. Use current docs online if you need to, and keep the code organized so I can run it and understand what it’s doing.