Feast

Feast is an open-source feature store designed to manage and serve machine learning features consistently across training and production environments. It enables teams to store, version, and reuse features, ensuring that models are trained and served with the same data definitions. This reduces data leakage, improves reproducibility, and accelerates ML development cycles in modern data stacks.