The following examples illustrate various Feast use cases to enhance understanding of its functionality.
- Quickstart Example: This is a step-by-step guide for getting started with Feast.
- Java Demo: Demonstrates how to use Feast with Java feature server and deploy it on Kubernetes.
- Kind Quickstart: Demonstrates how to install and use Feast on Kind with the Helm chart.
- Credit Risk End-to-End: Demonstrates how to use Feast with Java feature server and deploy it on Kubernetes.
- Python Helm Demo: Demonstrates Feast with Kubernetes using Helm charts and Python feature server.
- RBAC Local: Shows how to configure and test Role-Based Access Control (RBAC) for securing access in Feast using OIDC authorization in a local environment.
- RBAC Remote: Demonstrates how to configure and test Role-Based Access Control (RBAC) for securing access in Feast using Kubernetes or OIDC Authentication in a Kubernetes environment.
- Remote Offline Store: Demonstrates how to set up and use a remote offline store.
- Podman/Podman Compose Local: Demonstrates how to deploy Feast remote server components using Podman Compose locally.
- RHOAI Feast Demo: Showcases Feast's core functionality using a Jupyter notebook, including fetching online feature data from a remote server and retrieving metadata from a remote registry.
The examples below showcase how to deploy and manage Feast on Kubernetes using the Feast Go Operator.
- Operator Quickstart: Demonstrates how to install and use Feast on Kubernetes with the Feast Go Operator.
- Operator Quickstart with Postgres in TLS: Demonstrates installing and configuring Feast with PostgreSQL in TLS mode on Kubernetes using the Feast Go Operator, with an emphasis on volumes and VolumeMounts support.
- Operator RBAC with Kubernetes: Demonstrates the Feast RBAC example on Kubernetes using the Feast Operator.