Redis Feature Form

Build feature engineering workflows with Redis Feature Form.

Redis Feature Form is currently in preview and subject to change. Feature Form Docker images are available on Docker Hub; contact your Redis account team for a license key to deploy.

Redis Feature Form helps teams define, manage, materialize, and serve machine learning features while keeping existing data systems in place. In the documented workflow, Redis acts as the low-latency online store for feature serving.

This documentation describes platform setup, workspace access, provider and secret registration, definitions-file authoring, apply, and serving. Refer to Deploy for installation and authentication instructions.

Redis Feature Form overview

Learn what Redis Feature Form is, who it is for, and how it fits into Redis-based ML workflows.

Redis Feature Form quickstart

Concepts

Learn the core Feature Form concepts behind workspaces, providers, secrets, and serving.

How-to guides

Tutorials

Step through guided Feature Form workflows for definitions files and end-to-end resource setup.

Providers and workspaces

Build stream-backed features with Kafka, streaming transformations, and Redis serving.

Reference

Reference documentation for Featureform APIs, CLI commands, Python surfaces, and RBAC.