Charmed Feast documentation¶

Charmed Feast is a fully managed, charm-based deployment of the Feast feature store, designed for seamless integration with Charmed Kubeflow.

It simplifies the deployment and lifecycle management of Feast components using Juju, and connects directly to Kubeflow Notebooks, enabling feature registration and retrieval from a familiar Machine Learning environment.

Charmed Feast helps data scientists and MLOps engineers bridge the gap between data engineering and model deployment, by streamlining feature management across training and inference workflows.

This solution is ideal for teams using Charmed Kubeflow that need a robust, production-ready feature store backed by PostgreSQL for both online and offline retrieval use cases.