Feast is an end-to-end open source feature store for machine learning. It allows teams to define, manage, discover, and serve features.
This is an excellent tool for serving feature data for training and testing machine learning models and building data pipelines. It supports both cloud and on-prem servers.
Discussion about MLOps - Machine Learning Operations