What it does
Machine-learning models learn from "features", prepared pieces of data such as a customer's average order size. Feast stores these features and serves the same ones both when a model is trained and when it makes live predictions.
It keeps historical data for training and a fast store for real-time use, and helps avoid a common mistake where future information leaks into training data.
It connects to existing data systems and has an experimental web interface for exploring your data.
Who it's for
Machine-learning platform teams and data engineers.
Can I use it without coding?
Developers only. It's a Python tool used from code and the command line. New to this? Start here.
Can I run it?
- Cost
- FreeNothing to pay or sign up for.
- Runs on
- Server, Cloud
- Computer
- Made for servers or data centres
- Privacy
- Runs on your own device: your data stays with you
- API key
- Not needed
Try it
Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?
Before you install
- Only download from the official GitHub page. Copies with similar names exist for many popular projects.
- License (Apache-2.0): Permissive: free to use, change and share, including for business.
- More on staying safe