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Develop a Custom Feature Store

How to develop a custom feature store
This is an older version of the ZenML documentation. To read and view the latest version please visit this up-to-date URL.
Feature stores allow data teams to serve data via an offline store, and an online low-latency store where data is kept in sync between the two. It also offers a centralized registry where features (and feature schemas) are stored for use within a team or wider organization.
Base abstraction in progress!
We are actively working on the base abstraction for the feature stores, which will be available soon. As a result, their extension is not possible at the moment. If you would like to use a feature store in your stack, please check the list of already available feature stores down below.