Feast is an open-source feature store that provides access to consistent features across model training and online inference.
Feature Store for Small ML Projects
Reuse Your Existing Infrastructure
Feast doesn’t require the deployment and management of dedicated infrastructure. Instead, it reuses existing infrastructure and spins up new resources when needed.
WHEN TO CHOOSE FEAST
You are not looking for a managed solution and are willing to manage and maintain your own implementation.
You have unique requirements and want to build on top of an open source solution.
You have engineers that are able to support the implementation and management of Feast.
You want to run pipelines that transform raw data into features in a separate system and integrate with it.