Skip to content
@feast-dev

Feast

The Open Source Feature Store for AI/ML


Hello there! 👋

Welcome to Feast, the Open Source Feature Store. We are so glad you're here!

Come join us on Slack!

👋👋👋 Come say hi on Slack! or reach out to us on Twitter/X.

Overview

Feast (Feature Store) is an open-source feature store that helps teams operate production ML systems at scale by allowing them to define, manage, validate, and serve features for production AI/ML.

Feast's feature store is composed of two foundational components: (1) an offline store for historical feature extraction used in model training and an (2) online store for serving features at low-latency in production systems and applications.

Our main repository is the Feast repo licensed under Apache 2.0.

Contributing

If you want to get involved check out our Contribution Process.

Pinned Loading

  1. feast Public

    The Open Source Feature Store for AI/ML

    Python 5.8k 1k

  2. feast-workshop Public

    A workshop with several modules to help learn Feast, an open-source feature store

    Jupyter Notebook 86 57

  3. feast-aws-credit-scoring-tutorial Public

    Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model

    Python 61 30

  4. feast-gcp-driver-ranking-tutorial Public

    Feast GCP tutorial using BigQuery / Datastore to train / serve a driver ranking model

    Jupyter Notebook 10 18

  5. feast-gcp-fraud-tutorial Public

    Resources backing the Feast fraud tutorial on GCP

    Jupyter Notebook 14 14

  6. feast-ci-repo-example Public

    Example of how to structure Feast feature repositories & CI for production

    Python 7 6

Repositories

Showing 10 of 28 repositories
  • feast Public

    The Open Source Feature Store for AI/ML

    Python 5,811 Apache-2.0 1,034 195 (7 issues need help) 35 Updated Feb 12, 2025
  • feast-workshop Public

    A workshop with several modules to help learn Feast, an open-source feature store

    Jupyter Notebook 86 57 1 4 Updated Jan 9, 2025
  • feast-denormalized-tutorial Public

    Feast + Denormalized

    Jupyter Notebook 2 Apache-2.0 1 0 0 Updated Dec 17, 2024
  • feast-credit-score-local-tutorial Public

    A Feast tutorial using DuckDB, PostGres, and Redis

    Python 5 Apache-2.0 2 1 0 Updated Nov 30, 2024
  • .github Public

    Welcome to Feast, the Open Source Feature Store!

    0 Apache-2.0 0 0 0 Updated Aug 23, 2024
  • dqm-tutorial Public
    Jupyter Notebook 2 Apache-2.0 3 0 1 Updated Jun 10, 2024
  • feast-benchmarks Public

    Benchmarks for Feast

    Python 3 Apache-2.0 6 1 0 Updated Apr 23, 2024
  • community Public
    2 Apache-2.0 5 0 0 Updated Apr 1, 2024
  • feast-demo Public

    Feast demo repository including use of on demand feature views and stream ingestion

    Python 7 5 0 0 Updated Aug 3, 2022
  • Go 0 5 0 0 Updated Aug 2, 2022