# Feast: the Open Source Feature Store ## master - [Introduction](https://docs.feast.dev/master/readme.md) - [Blog](https://docs.feast.dev/master/blog.md) - [Community & getting help](https://docs.feast.dev/master/community.md) - [Roadmap](https://docs.feast.dev/master/roadmap.md) - [Quickstart](https://docs.feast.dev/master/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/master/getting-started/genai.md) - [Architecture](https://docs.feast.dev/master/getting-started/architecture.md) - [Overview](https://docs.feast.dev/master/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/master/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/master/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/master/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/master/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/master/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/master/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/master/getting-started/concepts.md) - [Overview](https://docs.feast.dev/master/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/master/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/master/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/master/getting-started/concepts/entity.md) - [Data types](https://docs.feast.dev/master/getting-started/concepts/feast-types.md) - [Feature repository](https://docs.feast.dev/master/getting-started/concepts/feature-repo.md) - [Feature view](https://docs.feast.dev/master/getting-started/concepts/feature-view.md) - [Batch feature view](https://docs.feast.dev/master/getting-started/concepts/batch-feature-view.md) - [Stream feature view](https://docs.feast.dev/master/getting-started/concepts/stream-feature-view.md) - [Tiling with Intermediate Representations](https://docs.feast.dev/master/getting-started/concepts/tiling.md) - [Label view](https://docs.feast.dev/master/getting-started/concepts/label-view.md) - [Feature retrieval](https://docs.feast.dev/master/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/master/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/master/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/master/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/master/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/master/getting-started/use-cases.md) - [Components](https://docs.feast.dev/master/getting-started/components.md) - [Overview](https://docs.feast.dev/master/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/master/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/master/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/master/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/master/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/master/getting-started/components/compute-engine.md) - [Stream Processor](https://docs.feast.dev/master/getting-started/components/stream-processor.md) - [Provider](https://docs.feast.dev/master/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/master/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/master/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/master/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/master/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/master/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/master/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/master/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/master/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/master/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [\[Deprecated\] Validating historical features with Great Expectations](https://docs.feast.dev/master/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/master/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/master/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/master/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/master/tutorials/mcp_feature_store.md) - [Feast-Powered AI Agent](https://docs.feast.dev/master/tutorials/agent_feature_store.md) - [Demo Notebooks](https://docs.feast.dev/master/tutorials/demo-notebooks.md) - [Feature Quality Monitoring Quickstart](https://docs.feast.dev/master/tutorials/feature-quality-monitoring-quickstart.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/master/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/master/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/master/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/master/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/master/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/master/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/master/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/master/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/master/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Multi-Team Feature Store Setup](https://docs.feast.dev/master/how-to-guides/feast-snowflake-gcp-aws/federated-feature-store.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/master/how-to-guides/running-feast-in-production.md) - [Feast on Kubernetes](https://docs.feast.dev/master/how-to-guides/feast-on-kubernetes.md) - [Operator Configuration Guides](https://docs.feast.dev/master/how-to-guides/feast-on-kubernetes/feast-operator.md) - [1 — Project Provisioning](https://docs.feast.dev/master/how-to-guides/feast-on-kubernetes/feast-operator/01-project-provisioning.md) - [2 — Persistence](https://docs.feast.dev/master/how-to-guides/feast-on-kubernetes/feast-operator/02-persistence.md) - [3 — Serving & Observability](https://docs.feast.dev/master/how-to-guides/feast-on-kubernetes/feast-operator/03-serving-and-observability.md) - [4 — Registry Topology](https://docs.feast.dev/master/how-to-guides/feast-on-kubernetes/feast-operator/04-registry-topology.md) - [5 — Security](https://docs.feast.dev/master/how-to-guides/feast-on-kubernetes/feast-operator/05-security.md) - [6 — Batch & Jobs](https://docs.feast.dev/master/how-to-guides/feast-on-kubernetes/feast-operator/06-batch-and-jobs.md) - [7 — OpenLineage & Materialization](https://docs.feast.dev/master/how-to-guides/feast-on-kubernetes/feast-operator/07-openlineage-and-materialization.md) - [Feast Production Deployment Topologies](https://docs.feast.dev/master/how-to-guides/production-deployment-topologies.md) - [Online Server Performance Tuning](https://docs.feast.dev/master/how-to-guides/online-server-performance-tuning.md) - [Customizing Feast](https://docs.feast.dev/master/how-to-guides/customizing-feast.md) - [Adding a custom compute engine](https://docs.feast.dev/master/how-to-guides/customizing-feast/creating-a-custom-compute-engine.md) - [Adding a new offline store](https://docs.feast.dev/master/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/master/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/master/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/master/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/master/how-to-guides/starting-feast-servers-tls-mode.md) - [Importing Features from dbt](https://docs.feast.dev/master/how-to-guides/dbt-integration.md) - [Entity Key Serialization (v2 to v3)](https://docs.feast.dev/master/how-to-guides/entity-reserialization-of-from-v2-to-v3.md) - [Feature Quality Monitoring](https://docs.feast.dev/master/how-to-guides/feature-monitoring.md) - [Codebase Structure](https://docs.feast.dev/master/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/master/reference/type-system.md) - [Data sources](https://docs.feast.dev/master/reference/data-sources.md) - [Overview](https://docs.feast.dev/master/reference/data-sources/overview.md) - [Table formats](https://docs.feast.dev/master/reference/data-sources/table-formats.md) - [File](https://docs.feast.dev/master/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/master/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/master/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/master/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/master/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/master/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/master/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/master/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/master/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/master/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/master/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/master/reference/data-sources/couchbase.md) - [Oracle (contrib)](https://docs.feast.dev/master/reference/data-sources/oracle.md) - [Athena (contrib)](https://docs.feast.dev/master/reference/data-sources/athena.md) - [Clickhouse (contrib)](https://docs.feast.dev/master/reference/data-sources/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/master/reference/data-sources/ray.md) - [MongoDB (contrib)](https://docs.feast.dev/master/reference/data-sources/mongodb.md) - [Offline stores](https://docs.feast.dev/master/reference/offline-stores.md) - [Overview](https://docs.feast.dev/master/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/master/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/master/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/master/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/master/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/master/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/master/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/master/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/master/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/master/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/master/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/master/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/master/reference/offline-stores/ray.md) - [Oracle (contrib)](https://docs.feast.dev/master/reference/offline-stores/oracle.md) - [Athena (contrib)](https://docs.feast.dev/master/reference/offline-stores/athena.md) - [MongoDB (contrib)](https://docs.feast.dev/master/reference/offline-stores/mongodb.md) - [Remote Offline](https://docs.feast.dev/master/reference/offline-stores/remote-offline-store.md) - [Hybrid](https://docs.feast.dev/master/reference/offline-stores/hybrid.md) - [Online stores](https://docs.feast.dev/master/reference/online-stores.md) - [Overview](https://docs.feast.dev/master/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/master/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/master/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/master/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/master/reference/online-stores/dragonfly.md) - [Datastore](https://docs.feast.dev/master/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/master/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/master/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/master/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/master/reference/online-stores/postgres.md) - [HBase](https://docs.feast.dev/master/reference/online-stores/hbase.md) - [Cassandra + Astra DB](https://docs.feast.dev/master/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/master/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/master/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/master/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/master/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/master/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/master/reference/online-stores/milvus.md) - [MongoDB](https://docs.feast.dev/master/reference/online-stores/mongodb.md) - [Elasticsearch](https://docs.feast.dev/master/reference/online-stores/elasticsearch.md) - [Qdrant](https://docs.feast.dev/master/reference/online-stores/qdrant.md) - [Faiss](https://docs.feast.dev/master/reference/online-stores/faiss.md) - [Hybrid](https://docs.feast.dev/master/reference/online-stores/hybrid.md) - [Registries](https://docs.feast.dev/master/reference/registries.md) - [Metadata](https://docs.feast.dev/master/reference/registries/metadata.md) - [Local](https://docs.feast.dev/master/reference/registries/local.md) - [S3](https://docs.feast.dev/master/reference/registries/s3.md) - [GCS](https://docs.feast.dev/master/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/master/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/master/reference/registries/snowflake.md) - [HDFS](https://docs.feast.dev/master/reference/registries/hdfs.md) - [Remote](https://docs.feast.dev/master/reference/registries/remote.md) - [Registry permissions](https://docs.feast.dev/master/reference/registries/registry-permissions.md) - [Providers](https://docs.feast.dev/master/reference/providers.md) - [Local](https://docs.feast.dev/master/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/master/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/master/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/master/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/master/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/master/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/master/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/master/reference/compute-engine/spark.md) - [Apache Flink](https://docs.feast.dev/master/reference/compute-engine/flink.md) - [Ray (contrib)](https://docs.feast.dev/master/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/master/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/master/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/master/reference/feature-repository/feast-ignore.md) - [Registration inferencing](https://docs.feast.dev/master/reference/feature-repository/registration-inferencing.md) - [Kubernetes auth setup](https://docs.feast.dev/master/reference/kubernetes_auth_setup.md) - [User token provisioning](https://docs.feast.dev/master/reference/user_token_provisioning.md) - [Feature servers](https://docs.feast.dev/master/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/master/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/master/reference/feature-servers/go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/master/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/master/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/master/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/master/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/master/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Static Artifacts Loading](https://docs.feast.dev/master/reference/alpha-static-artifacts.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/master/reference/alpha-vector-database.md) - [\[Deprecated\] Data quality monitoring (Great Expectations)](https://docs.feast.dev/master/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/master/reference/denormalized.md) - [\[Alpha\] Feature View Versioning](https://docs.feast.dev/master/reference/alpha-feature-view-versioning.md) - [OpenLineage Integration](https://docs.feast.dev/master/reference/openlineage.md) - [MLflow Integration](https://docs.feast.dev/master/reference/mlflow.md) - [Feast CLI reference](https://docs.feast.dev/master/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/master/reference/usage.md) - [Contribution process](https://docs.feast.dev/master/project/contributing.md) - [Development guide](https://docs.feast.dev/master/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/master/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/master/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/master/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/master/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/master/project/feast-0.9-vs-feast-0.10+.md) - [Architecture Decision Records](https://docs.feast.dev/master/project/adr.md) - [ADR-0001: Feature Services](https://docs.feast.dev/master/project/adr/adr-0001-feature-services.md) - [ADR-0002: Component Refactor](https://docs.feast.dev/master/project/adr/adr-0002-component-refactor.md) - [ADR-0003: On-Demand Transformations](https://docs.feast.dev/master/project/adr/adr-0003-on-demand-transformations.md) - [ADR-0004: Entity Join Key Mapping](https://docs.feast.dev/master/project/adr/adr-0004-entity-join-key-mapping.md) - [ADR-0005: Stream Transformations](https://docs.feast.dev/master/project/adr/adr-0005-stream-transformations.md) - [ADR-0006: Kubernetes Operator](https://docs.feast.dev/master/project/adr/adr-0006-kubernetes-operator.md) - [ADR-0007: Unified Feature Transformations](https://docs.feast.dev/master/project/adr/adr-0007-unified-feature-transformations.md) - [ADR-0008: Feature View Versioning](https://docs.feast.dev/master/project/adr/adr-0008-feature-view-versioning.md) - [ADR-0009: Contribution and Extensibility](https://docs.feast.dev/master/project/adr/adr-0009-contribution-extensibility.md) - [ADR-0010: Vector Database Integration](https://docs.feast.dev/master/project/adr/adr-0010-vector-database-integration.md) - [ADR-0011: Data Quality Monitoring](https://docs.feast.dev/master/project/adr/adr-0011-data-quality-monitoring.md) - [ADR-0012: LabelView](https://docs.feast.dev/master/project/adr/adr-0012-label-view.md) ## v0.11-branch - [Introduction](https://docs.feast.dev/v0.11-branch/undefined.md) - [Quickstart](https://docs.feast.dev/v0.11-branch/quickstart.md) - [Getting started](https://docs.feast.dev/v0.11-branch/getting-started.md) - [Install Feast](https://docs.feast.dev/v0.11-branch/getting-started/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.11-branch/getting-started/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.11-branch/getting-started/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.11-branch/getting-started/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.11-branch/getting-started/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.11-branch/getting-started/read-features-from-the-online-store.md) - [Community](https://docs.feast.dev/v0.11-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.11-branch/roadmap.md) - [Overview](https://docs.feast.dev/v0.11-branch/concepts/overview.md) - [Feature view](https://docs.feast.dev/v0.11-branch/concepts/feature-view.md) - [Data model](https://docs.feast.dev/v0.11-branch/concepts/data-model-and-concepts.md) - [Online store](https://docs.feast.dev/v0.11-branch/concepts/online-store.md) - [Offline store](https://docs.feast.dev/v0.11-branch/concepts/offline-store.md) - [Provider](https://docs.feast.dev/v0.11-branch/concepts/provider.md) - [Architecture](https://docs.feast.dev/v0.11-branch/concepts/architecture-and-components.md) - [Data sources](https://docs.feast.dev/v0.11-branch/reference/data-sources.md) - [BigQuery](https://docs.feast.dev/v0.11-branch/reference/data-sources/bigquery.md) - [File](https://docs.feast.dev/v0.11-branch/reference/data-sources/file.md) - [Offline stores](https://docs.feast.dev/v0.11-branch/reference/offline-stores.md) - [File](https://docs.feast.dev/v0.11-branch/reference/offline-stores/file.md) - [BigQuery](https://docs.feast.dev/v0.11-branch/reference/offline-stores/untitled.md) - [Online stores](https://docs.feast.dev/v0.11-branch/reference/online-stores.md) - [SQLite](https://docs.feast.dev/v0.11-branch/reference/online-stores/sqlite.md) - [Redis](https://docs.feast.dev/v0.11-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.11-branch/reference/online-stores/datastore.md) - [Providers](https://docs.feast.dev/v0.11-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.11-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.11-branch/reference/providers/google-cloud-platform.md) - [Feature repository](https://docs.feast.dev/v0.11-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.11-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.11-branch/reference/feature-repository/feast-ignore.md) - [Feast CLI reference](https://docs.feast.dev/v0.11-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.11-branch/reference/usage.md) - [Getting started](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/getting-started.md) - [Install Feast](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/getting-started/install-feast.md) - [Docker Compose](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/getting-started/install-feast/quickstart.md) - [Kubernetes (with Helm)](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/getting-started/install-feast/kubernetes-with-helm.md) - [Amazon EKS (with Terraform)](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/getting-started/install-feast/kubernetes-amazon-eks-with-terraform.md) - [Azure AKS (with Helm)](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/getting-started/install-feast/kubernetes-azure-aks-with-helm.md) - [Azure AKS (with Terraform)](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/getting-started/install-feast/kubernetes-azure-aks-with-terraform.md) - [Google Cloud GKE (with Terraform)](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/getting-started/install-feast/google-cloud-gke-with-terraform.md) - [IBM Cloud Kubernetes Service (IKS) and Red Hat OpenShift (with Kustomize)](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/getting-started/install-feast/ibm-cloud-iks-with-kustomize.md) - [Connect to Feast](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/getting-started/connect-to-feast.md) - [Python SDK](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/getting-started/connect-to-feast/python-sdk.md) - [Feast CLI](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/getting-started/connect-to-feast/feast-cli.md) - [Learn Feast](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/getting-started/learn-feast.md) - [Concepts](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/concepts.md) - [Overview](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/concepts/overview.md) - [Architecture](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/concepts/architecture.md) - [Entities](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/concepts/entities.md) - [Sources](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/concepts/sources.md) - [Feature Tables](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/concepts/feature-tables.md) - [Stores](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/concepts/stores.md) - [Tutorials](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/tutorials-1.md) - [User guide](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/user-guide.md) - [Overview](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/user-guide/overview.md) - [Getting online features](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/user-guide/getting-online-features.md) - [Getting training features](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/user-guide/getting-training-features.md) - [Define and ingest features](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/user-guide/define-and-ingest-features.md) - [Extending Feast](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/user-guide/extending-feast.md) - [Reference](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/reference-1.md) - [Configuration Reference](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/reference-1/configuration-reference.md) - [Feast and Spark](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/reference-1/feast-and-spark.md): Configuring Feast to use Spark for ingestion. - [Metrics Reference](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/reference-1/metrics-reference.md) - [Limitations](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/reference-1/limitations.md) - [API Reference](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/reference-1/api.md) - [Advanced](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/advanced-1.md) - [Troubleshooting](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/advanced-1/troubleshooting.md) - [Metrics](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/advanced-1/metrics.md) - [Audit Logging](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/advanced-1/audit-logging.md) - [Security](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/advanced-1/security.md): Secure Feast with SSL/TLS, Authentication and Authorization. - [Upgrading Feast](https://docs.feast.dev/v0.11-branch/feast-on-kubernetes/advanced-1/upgrading.md) - [Contribution process](https://docs.feast.dev/v0.11-branch/contributing/contributing.md) - [Development guide](https://docs.feast.dev/v0.11-branch/contributing/development-guide.md) - [Versioning policy](https://docs.feast.dev/v0.11-branch/contributing/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.11-branch/contributing/release-process.md) ## v0.12-branch - [Introduction](https://docs.feast.dev/v0.12-branch/undefined.md) - [Community](https://docs.feast.dev/v0.12-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.12-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.12-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.12-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.12-branch/getting-started/concepts/overview.md) - [Data source](https://docs.feast.dev/v0.12-branch/getting-started/concepts/data-source.md) - [Entity](https://docs.feast.dev/v0.12-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.12-branch/getting-started/concepts/feature-view.md) - [Feature service](https://docs.feast.dev/v0.12-branch/getting-started/concepts/feature-service.md) - [Feature retrieval](https://docs.feast.dev/v0.12-branch/getting-started/concepts/feature-retrieval.md) - [Architecture](https://docs.feast.dev/v0.12-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.12-branch/getting-started/architecture-and-components/overview.md) - [Feature repository](https://docs.feast.dev/v0.12-branch/getting-started/architecture-and-components/feature-repository.md) - [Registry](https://docs.feast.dev/v0.12-branch/getting-started/architecture-and-components/untitled.md) - [Offline store](https://docs.feast.dev/v0.12-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.12-branch/getting-started/architecture-and-components/online-store.md) - [Provider](https://docs.feast.dev/v0.12-branch/getting-started/architecture-and-components/provider.md) - [FAQ](https://docs.feast.dev/v0.12-branch/getting-started/faq.md) - [Overview](https://docs.feast.dev/v0.12-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.12-branch/tutorials/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.12-branch/tutorials/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.12-branch/tutorials/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Running Feast with GCP/AWS](https://docs.feast.dev/v0.12-branch/how-to-guides/feast-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.12-branch/how-to-guides/feast-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.12-branch/how-to-guides/feast-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.12-branch/how-to-guides/feast-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.12-branch/how-to-guides/feast-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.12-branch/how-to-guides/feast-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.12-branch/how-to-guides/feast-gcp-aws/read-features-from-the-online-store.md) - [Running Feast in production](https://docs.feast.dev/v0.12-branch/how-to-guides/running-feast-in-production.md) - [Adding a custom provider](https://docs.feast.dev/v0.12-branch/how-to-guides/creating-a-custom-provider.md) - [Adding a new online store](https://docs.feast.dev/v0.12-branch/how-to-guides/adding-support-for-a-new-online-store.md) - [Adding a new offline store](https://docs.feast.dev/v0.12-branch/how-to-guides/adding-a-new-offline-store.md) - [Data sources](https://docs.feast.dev/v0.12-branch/reference/data-sources.md) - [File](https://docs.feast.dev/v0.12-branch/reference/data-sources/file.md) - [BigQuery](https://docs.feast.dev/v0.12-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.12-branch/reference/data-sources/redshift.md) - [Offline stores](https://docs.feast.dev/v0.12-branch/reference/offline-stores.md) - [File](https://docs.feast.dev/v0.12-branch/reference/offline-stores/file.md) - [BigQuery](https://docs.feast.dev/v0.12-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.12-branch/reference/offline-stores/redshift.md) - [Online stores](https://docs.feast.dev/v0.12-branch/reference/online-stores.md) - [SQLite](https://docs.feast.dev/v0.12-branch/reference/online-stores/sqlite.md) - [Redis](https://docs.feast.dev/v0.12-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.12-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.12-branch/reference/online-stores/dynamodb.md) - [Providers](https://docs.feast.dev/v0.12-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.12-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.12-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.12-branch/reference/providers/amazon-web-services.md) - [Feature repository](https://docs.feast.dev/v0.12-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.12-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.12-branch/reference/feature-repository/feast-ignore.md) - [Feast CLI reference](https://docs.feast.dev/v0.12-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.12-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.12-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.12-branch/project/development-guide.md) - [Versioning policy](https://docs.feast.dev/v0.12-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.12-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.12-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.13-branch - [Introduction](https://docs.feast.dev/v0.13-branch/undefined.md) - [Community](https://docs.feast.dev/v0.13-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.13-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.13-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.13-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.13-branch/getting-started/concepts/overview.md) - [Data source](https://docs.feast.dev/v0.13-branch/getting-started/concepts/data-source.md) - [Entity](https://docs.feast.dev/v0.13-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.13-branch/getting-started/concepts/feature-view.md) - [Feature service](https://docs.feast.dev/v0.13-branch/getting-started/concepts/feature-service.md) - [Feature retrieval](https://docs.feast.dev/v0.13-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.13-branch/getting-started/concepts/point-in-time-joins.md) - [Architecture](https://docs.feast.dev/v0.13-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.13-branch/getting-started/architecture-and-components/overview.md) - [Feature repository](https://docs.feast.dev/v0.13-branch/getting-started/architecture-and-components/feature-repository.md) - [Registry](https://docs.feast.dev/v0.13-branch/getting-started/architecture-and-components/untitled.md) - [Offline store](https://docs.feast.dev/v0.13-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.13-branch/getting-started/architecture-and-components/online-store.md) - [Provider](https://docs.feast.dev/v0.13-branch/getting-started/architecture-and-components/provider.md) - [FAQ](https://docs.feast.dev/v0.13-branch/getting-started/faq.md) - [Overview](https://docs.feast.dev/v0.13-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.13-branch/tutorials/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.13-branch/tutorials/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.13-branch/tutorials/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Running Feast with GCP/AWS](https://docs.feast.dev/v0.13-branch/how-to-guides/feast-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.13-branch/how-to-guides/feast-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.13-branch/how-to-guides/feast-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.13-branch/how-to-guides/feast-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.13-branch/how-to-guides/feast-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.13-branch/how-to-guides/feast-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.13-branch/how-to-guides/feast-gcp-aws/read-features-from-the-online-store.md) - [Running Feast in production](https://docs.feast.dev/v0.13-branch/how-to-guides/running-feast-in-production.md) - [Adding a custom provider](https://docs.feast.dev/v0.13-branch/how-to-guides/creating-a-custom-provider.md) - [Adding a new online store](https://docs.feast.dev/v0.13-branch/how-to-guides/adding-support-for-a-new-online-store.md) - [Adding a new offline store](https://docs.feast.dev/v0.13-branch/how-to-guides/adding-a-new-offline-store.md) - [Data sources](https://docs.feast.dev/v0.13-branch/reference/data-sources.md) - [File](https://docs.feast.dev/v0.13-branch/reference/data-sources/file.md) - [BigQuery](https://docs.feast.dev/v0.13-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.13-branch/reference/data-sources/redshift.md) - [Offline stores](https://docs.feast.dev/v0.13-branch/reference/offline-stores.md) - [File](https://docs.feast.dev/v0.13-branch/reference/offline-stores/file.md) - [BigQuery](https://docs.feast.dev/v0.13-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.13-branch/reference/offline-stores/redshift.md) - [Online stores](https://docs.feast.dev/v0.13-branch/reference/online-stores.md) - [SQLite](https://docs.feast.dev/v0.13-branch/reference/online-stores/sqlite.md) - [Redis](https://docs.feast.dev/v0.13-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.13-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.13-branch/reference/online-stores/dynamodb.md) - [Providers](https://docs.feast.dev/v0.13-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.13-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.13-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.13-branch/reference/providers/amazon-web-services.md) - [Feature repository](https://docs.feast.dev/v0.13-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.13-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.13-branch/reference/feature-repository/feast-ignore.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.13-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Feature server](https://docs.feast.dev/v0.13-branch/reference/feature-server.md) - [Feast CLI reference](https://docs.feast.dev/v0.13-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.13-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.13-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.13-branch/project/development-guide.md) - [Versioning policy](https://docs.feast.dev/v0.13-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.13-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.13-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.14-branch - [Introduction](https://docs.feast.dev/v0.14-branch/readme.md) - [Community](https://docs.feast.dev/v0.14-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.14-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.14-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.14-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.14-branch/getting-started/concepts/overview.md) - [Data source](https://docs.feast.dev/v0.14-branch/getting-started/concepts/data-source.md) - [Entity](https://docs.feast.dev/v0.14-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.14-branch/getting-started/concepts/feature-view.md) - [Feature service](https://docs.feast.dev/v0.14-branch/getting-started/concepts/feature-service.md) - [Feature retrieval](https://docs.feast.dev/v0.14-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.14-branch/getting-started/concepts/point-in-time-joins.md) - [Architecture](https://docs.feast.dev/v0.14-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.14-branch/getting-started/architecture-and-components/overview.md) - [Feature repository](https://docs.feast.dev/v0.14-branch/getting-started/architecture-and-components/feature-repository.md) - [Registry](https://docs.feast.dev/v0.14-branch/getting-started/architecture-and-components/untitled.md) - [Offline store](https://docs.feast.dev/v0.14-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.14-branch/getting-started/architecture-and-components/online-store.md) - [Provider](https://docs.feast.dev/v0.14-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.14-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.14-branch/getting-started/faq.md) - [Overview](https://docs.feast.dev/v0.14-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.14-branch/tutorials/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.14-branch/tutorials/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.14-branch/tutorials/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Running Feast with GCP/AWS](https://docs.feast.dev/v0.14-branch/how-to-guides/feast-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.14-branch/how-to-guides/feast-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.14-branch/how-to-guides/feast-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.14-branch/how-to-guides/feast-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.14-branch/how-to-guides/feast-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.14-branch/how-to-guides/feast-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.14-branch/how-to-guides/feast-gcp-aws/read-features-from-the-online-store.md) - [Running Feast in production](https://docs.feast.dev/v0.14-branch/how-to-guides/running-feast-in-production.md) - [Adding a custom provider](https://docs.feast.dev/v0.14-branch/how-to-guides/creating-a-custom-provider.md) - [Adding a new online store](https://docs.feast.dev/v0.14-branch/how-to-guides/adding-support-for-a-new-online-store.md) - [Adding a new offline store](https://docs.feast.dev/v0.14-branch/how-to-guides/adding-a-new-offline-store.md) - [Adding or reusing tests](https://docs.feast.dev/v0.14-branch/how-to-guides/adding-or-reusing-tests.md) - [Data sources](https://docs.feast.dev/v0.14-branch/reference/data-sources.md) - [File](https://docs.feast.dev/v0.14-branch/reference/data-sources/file.md) - [BigQuery](https://docs.feast.dev/v0.14-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.14-branch/reference/data-sources/redshift.md) - [Offline stores](https://docs.feast.dev/v0.14-branch/reference/offline-stores.md) - [File](https://docs.feast.dev/v0.14-branch/reference/offline-stores/file.md) - [BigQuery](https://docs.feast.dev/v0.14-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.14-branch/reference/offline-stores/redshift.md) - [Online stores](https://docs.feast.dev/v0.14-branch/reference/online-stores.md) - [SQLite](https://docs.feast.dev/v0.14-branch/reference/online-stores/sqlite.md) - [Redis](https://docs.feast.dev/v0.14-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.14-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.14-branch/reference/online-stores/dynamodb.md) - [Providers](https://docs.feast.dev/v0.14-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.14-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.14-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.14-branch/reference/providers/amazon-web-services.md) - [Feature repository](https://docs.feast.dev/v0.14-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.14-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.14-branch/reference/feature-repository/feast-ignore.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.14-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Local feature server](https://docs.feast.dev/v0.14-branch/reference/feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.14-branch/reference/alpha-aws-lambda-feature-server.md) - [Feast CLI reference](https://docs.feast.dev/v0.14-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.14-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.14-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.14-branch/project/development-guide.md) - [Versioning policy](https://docs.feast.dev/v0.14-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.14-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.14-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.15-branch - [Introduction](https://docs.feast.dev/v0.15-branch/readme.md) - [Community](https://docs.feast.dev/v0.15-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.15-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.15-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.15-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.15-branch/getting-started/concepts/overview.md) - [Data source](https://docs.feast.dev/v0.15-branch/getting-started/concepts/data-source.md) - [Entity](https://docs.feast.dev/v0.15-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.15-branch/getting-started/concepts/feature-view.md) - [Feature service](https://docs.feast.dev/v0.15-branch/getting-started/concepts/feature-service.md) - [Feature retrieval](https://docs.feast.dev/v0.15-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.15-branch/getting-started/concepts/point-in-time-joins.md) - [Architecture](https://docs.feast.dev/v0.15-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.15-branch/getting-started/architecture-and-components/overview.md) - [Feature repository](https://docs.feast.dev/v0.15-branch/getting-started/architecture-and-components/feature-repository.md) - [Registry](https://docs.feast.dev/v0.15-branch/getting-started/architecture-and-components/untitled.md) - [Offline store](https://docs.feast.dev/v0.15-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.15-branch/getting-started/architecture-and-components/online-store.md) - [Provider](https://docs.feast.dev/v0.15-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.15-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.15-branch/getting-started/faq.md) - [Overview](https://docs.feast.dev/v0.15-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.15-branch/tutorials/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.15-branch/tutorials/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.15-branch/tutorials/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Running Feast with GCP/AWS](https://docs.feast.dev/v0.15-branch/how-to-guides/feast-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.15-branch/how-to-guides/feast-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.15-branch/how-to-guides/feast-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.15-branch/how-to-guides/feast-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.15-branch/how-to-guides/feast-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.15-branch/how-to-guides/feast-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.15-branch/how-to-guides/feast-gcp-aws/read-features-from-the-online-store.md) - [Running Feast in production](https://docs.feast.dev/v0.15-branch/how-to-guides/running-feast-in-production.md) - [Adding a custom provider](https://docs.feast.dev/v0.15-branch/how-to-guides/creating-a-custom-provider.md) - [Adding a new online store](https://docs.feast.dev/v0.15-branch/how-to-guides/adding-support-for-a-new-online-store.md) - [Adding a new offline store](https://docs.feast.dev/v0.15-branch/how-to-guides/adding-a-new-offline-store.md) - [Adding or reusing tests](https://docs.feast.dev/v0.15-branch/how-to-guides/adding-or-reusing-tests.md) - [Data sources](https://docs.feast.dev/v0.15-branch/reference/data-sources.md) - [File](https://docs.feast.dev/v0.15-branch/reference/data-sources/file.md) - [BigQuery](https://docs.feast.dev/v0.15-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.15-branch/reference/data-sources/redshift.md) - [Offline stores](https://docs.feast.dev/v0.15-branch/reference/offline-stores.md) - [File](https://docs.feast.dev/v0.15-branch/reference/offline-stores/file.md) - [BigQuery](https://docs.feast.dev/v0.15-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.15-branch/reference/offline-stores/redshift.md) - [Online stores](https://docs.feast.dev/v0.15-branch/reference/online-stores.md) - [SQLite](https://docs.feast.dev/v0.15-branch/reference/online-stores/sqlite.md) - [Redis](https://docs.feast.dev/v0.15-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.15-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.15-branch/reference/online-stores/dynamodb.md) - [Providers](https://docs.feast.dev/v0.15-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.15-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.15-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.15-branch/reference/providers/amazon-web-services.md) - [Feature repository](https://docs.feast.dev/v0.15-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.15-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.15-branch/reference/feature-repository/feast-ignore.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.15-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Stream ingestion](https://docs.feast.dev/v0.15-branch/reference/alpha-stream-ingestion.md) - [\[Alpha\] Local feature server](https://docs.feast.dev/v0.15-branch/reference/feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.15-branch/reference/alpha-aws-lambda-feature-server.md) - [Feast CLI reference](https://docs.feast.dev/v0.15-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.15-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.15-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.15-branch/project/development-guide.md) - [Versioning policy](https://docs.feast.dev/v0.15-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.15-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.15-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.16-branch - [Introduction](https://docs.feast.dev/v0.16-branch/readme.md) - [Community](https://docs.feast.dev/v0.16-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.16-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.16-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.16-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.16-branch/getting-started/concepts/overview.md) - [Data source](https://docs.feast.dev/v0.16-branch/getting-started/concepts/data-source.md) - [Entity](https://docs.feast.dev/v0.16-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.16-branch/getting-started/concepts/feature-view.md) - [Feature service](https://docs.feast.dev/v0.16-branch/getting-started/concepts/feature-service.md) - [Feature retrieval](https://docs.feast.dev/v0.16-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.16-branch/getting-started/concepts/point-in-time-joins.md) - [Architecture](https://docs.feast.dev/v0.16-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.16-branch/getting-started/architecture-and-components/overview.md) - [Feature repository](https://docs.feast.dev/v0.16-branch/getting-started/architecture-and-components/feature-repository.md) - [Registry](https://docs.feast.dev/v0.16-branch/getting-started/architecture-and-components/untitled.md) - [Offline store](https://docs.feast.dev/v0.16-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.16-branch/getting-started/architecture-and-components/online-store.md) - [Provider](https://docs.feast.dev/v0.16-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.16-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.16-branch/getting-started/faq.md) - [Overview](https://docs.feast.dev/v0.16-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.16-branch/tutorials/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.16-branch/tutorials/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.16-branch/tutorials/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Running Feast with GCP/AWS](https://docs.feast.dev/v0.16-branch/how-to-guides/feast-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.16-branch/how-to-guides/feast-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.16-branch/how-to-guides/feast-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.16-branch/how-to-guides/feast-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.16-branch/how-to-guides/feast-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.16-branch/how-to-guides/feast-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.16-branch/how-to-guides/feast-gcp-aws/read-features-from-the-online-store.md) - [Running Feast in production](https://docs.feast.dev/v0.16-branch/how-to-guides/running-feast-in-production.md) - [Adding a custom provider](https://docs.feast.dev/v0.16-branch/how-to-guides/creating-a-custom-provider.md) - [Adding a new online store](https://docs.feast.dev/v0.16-branch/how-to-guides/adding-support-for-a-new-online-store.md) - [Adding a new offline store](https://docs.feast.dev/v0.16-branch/how-to-guides/adding-a-new-offline-store.md) - [Adding or reusing tests](https://docs.feast.dev/v0.16-branch/how-to-guides/adding-or-reusing-tests.md) - [Data sources](https://docs.feast.dev/v0.16-branch/reference/data-sources.md) - [File](https://docs.feast.dev/v0.16-branch/reference/data-sources/file.md) - [BigQuery](https://docs.feast.dev/v0.16-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.16-branch/reference/data-sources/redshift.md) - [Offline stores](https://docs.feast.dev/v0.16-branch/reference/offline-stores.md) - [File](https://docs.feast.dev/v0.16-branch/reference/offline-stores/file.md) - [BigQuery](https://docs.feast.dev/v0.16-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.16-branch/reference/offline-stores/redshift.md) - [Online stores](https://docs.feast.dev/v0.16-branch/reference/online-stores.md) - [SQLite](https://docs.feast.dev/v0.16-branch/reference/online-stores/sqlite.md) - [Redis](https://docs.feast.dev/v0.16-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.16-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.16-branch/reference/online-stores/dynamodb.md) - [Providers](https://docs.feast.dev/v0.16-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.16-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.16-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.16-branch/reference/providers/amazon-web-services.md) - [Feature repository](https://docs.feast.dev/v0.16-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.16-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.16-branch/reference/feature-repository/feast-ignore.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.16-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Stream ingestion](https://docs.feast.dev/v0.16-branch/reference/alpha-stream-ingestion.md) - [\[Alpha\] Local feature server](https://docs.feast.dev/v0.16-branch/reference/feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.16-branch/reference/alpha-aws-lambda-feature-server.md) - [Feast CLI reference](https://docs.feast.dev/v0.16-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.16-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.16-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.16-branch/project/development-guide.md) - [Versioning policy](https://docs.feast.dev/v0.16-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.16-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.16-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.17-branch - [Introduction](https://docs.feast.dev/v0.17-branch/readme.md) - [Community](https://docs.feast.dev/v0.17-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.17-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.17-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.17-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.17-branch/getting-started/concepts/overview.md) - [Data source](https://docs.feast.dev/v0.17-branch/getting-started/concepts/data-source.md) - [Entity](https://docs.feast.dev/v0.17-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.17-branch/getting-started/concepts/feature-view.md) - [Feature service](https://docs.feast.dev/v0.17-branch/getting-started/concepts/feature-service.md) - [Feature retrieval](https://docs.feast.dev/v0.17-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.17-branch/getting-started/concepts/point-in-time-joins.md) - [Architecture](https://docs.feast.dev/v0.17-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.17-branch/getting-started/architecture-and-components/overview.md) - [Feature repository](https://docs.feast.dev/v0.17-branch/getting-started/architecture-and-components/feature-repository.md) - [Registry](https://docs.feast.dev/v0.17-branch/getting-started/architecture-and-components/untitled.md) - [Offline store](https://docs.feast.dev/v0.17-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.17-branch/getting-started/architecture-and-components/online-store.md) - [Provider](https://docs.feast.dev/v0.17-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.17-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.17-branch/getting-started/faq.md) - [Overview](https://docs.feast.dev/v0.17-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.17-branch/tutorials/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.17-branch/tutorials/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.17-branch/tutorials/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Running Feast with GCP/AWS](https://docs.feast.dev/v0.17-branch/how-to-guides/feast-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.17-branch/how-to-guides/feast-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.17-branch/how-to-guides/feast-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.17-branch/how-to-guides/feast-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.17-branch/how-to-guides/feast-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.17-branch/how-to-guides/feast-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.17-branch/how-to-guides/feast-gcp-aws/read-features-from-the-online-store.md) - [Running Feast in production](https://docs.feast.dev/v0.17-branch/how-to-guides/running-feast-in-production.md) - [Adding a custom provider](https://docs.feast.dev/v0.17-branch/how-to-guides/creating-a-custom-provider.md) - [Adding a new online store](https://docs.feast.dev/v0.17-branch/how-to-guides/adding-support-for-a-new-online-store.md) - [Adding a new offline store](https://docs.feast.dev/v0.17-branch/how-to-guides/adding-a-new-offline-store.md) - [Adding or reusing tests](https://docs.feast.dev/v0.17-branch/how-to-guides/adding-or-reusing-tests.md) - [Data sources](https://docs.feast.dev/v0.17-branch/reference/data-sources.md) - [File](https://docs.feast.dev/v0.17-branch/reference/data-sources/file.md) - [BigQuery](https://docs.feast.dev/v0.17-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.17-branch/reference/data-sources/redshift.md) - [Offline stores](https://docs.feast.dev/v0.17-branch/reference/offline-stores.md) - [File](https://docs.feast.dev/v0.17-branch/reference/offline-stores/file.md) - [BigQuery](https://docs.feast.dev/v0.17-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.17-branch/reference/offline-stores/redshift.md) - [Online stores](https://docs.feast.dev/v0.17-branch/reference/online-stores.md) - [SQLite](https://docs.feast.dev/v0.17-branch/reference/online-stores/sqlite.md) - [Redis](https://docs.feast.dev/v0.17-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.17-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.17-branch/reference/online-stores/dynamodb.md) - [Providers](https://docs.feast.dev/v0.17-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.17-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.17-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.17-branch/reference/providers/amazon-web-services.md) - [Feature repository](https://docs.feast.dev/v0.17-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.17-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.17-branch/reference/feature-repository/feast-ignore.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.17-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Stream ingestion](https://docs.feast.dev/v0.17-branch/reference/alpha-stream-ingestion.md) - [\[Alpha\] Local feature server](https://docs.feast.dev/v0.17-branch/reference/feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.17-branch/reference/alpha-aws-lambda-feature-server.md) - [Feast CLI reference](https://docs.feast.dev/v0.17-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.17-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.17-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.17-branch/project/development-guide.md) - [Versioning policy](https://docs.feast.dev/v0.17-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.17-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.17-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.18-branch - [Introduction](https://docs.feast.dev/v0.18-branch/readme.md) - [Community](https://docs.feast.dev/v0.18-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.18-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.18-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.18-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.18-branch/getting-started/concepts/overview.md) - [Data source](https://docs.feast.dev/v0.18-branch/getting-started/concepts/data-source.md) - [Entity](https://docs.feast.dev/v0.18-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.18-branch/getting-started/concepts/feature-view.md) - [Feature service](https://docs.feast.dev/v0.18-branch/getting-started/concepts/feature-service.md) - [Feature retrieval](https://docs.feast.dev/v0.18-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.18-branch/getting-started/concepts/point-in-time-joins.md) - [Dataset](https://docs.feast.dev/v0.18-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.18-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.18-branch/getting-started/architecture-and-components/overview.md) - [Feature repository](https://docs.feast.dev/v0.18-branch/getting-started/architecture-and-components/feature-repository.md) - [Registry](https://docs.feast.dev/v0.18-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.18-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.18-branch/getting-started/architecture-and-components/online-store.md) - [Provider](https://docs.feast.dev/v0.18-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.18-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.18-branch/getting-started/faq.md) - [Overview](https://docs.feast.dev/v0.18-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.18-branch/tutorials/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.18-branch/tutorials/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.18-branch/tutorials/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.18-branch/tutorials/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.18-branch/tutorials/validating-historical-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.18-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.18-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.18-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.18-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.18-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.18-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.18-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Running Feast in production](https://docs.feast.dev/v0.18-branch/how-to-guides/running-feast-in-production.md) - [Deploying a Java feature server on Kubernetes](https://docs.feast.dev/v0.18-branch/how-to-guides/fetching-java-features-k8s.md) - [Adding a custom provider](https://docs.feast.dev/v0.18-branch/how-to-guides/creating-a-custom-provider.md) - [Adding a new online store](https://docs.feast.dev/v0.18-branch/how-to-guides/adding-support-for-a-new-online-store.md) - [Adding a new offline store](https://docs.feast.dev/v0.18-branch/how-to-guides/adding-a-new-offline-store.md) - [Adding or reusing tests](https://docs.feast.dev/v0.18-branch/how-to-guides/adding-or-reusing-tests.md) - [Data sources](https://docs.feast.dev/v0.18-branch/reference/data-sources.md) - [File](https://docs.feast.dev/v0.18-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.18-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.18-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.18-branch/reference/data-sources/redshift.md) - [Offline stores](https://docs.feast.dev/v0.18-branch/reference/offline-stores.md) - [File](https://docs.feast.dev/v0.18-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.18-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.18-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.18-branch/reference/offline-stores/redshift.md) - [Online stores](https://docs.feast.dev/v0.18-branch/reference/online-stores.md) - [SQLite](https://docs.feast.dev/v0.18-branch/reference/online-stores/sqlite.md) - [Redis](https://docs.feast.dev/v0.18-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.18-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.18-branch/reference/online-stores/dynamodb.md) - [Providers](https://docs.feast.dev/v0.18-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.18-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.18-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.18-branch/reference/providers/amazon-web-services.md) - [Feature repository](https://docs.feast.dev/v0.18-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.18-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.18-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.18-branch/reference/feature-servers.md) - [Local feature server](https://docs.feast.dev/v0.18-branch/reference/feature-servers/local-feature-server.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.18-branch/reference/dqm.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.18-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Stream ingestion](https://docs.feast.dev/v0.18-branch/reference/alpha-stream-ingestion.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.18-branch/reference/alpha-aws-lambda-feature-server.md) - [Feast CLI reference](https://docs.feast.dev/v0.18-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.18-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.18-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.18-branch/project/development-guide.md) - [Versioning policy](https://docs.feast.dev/v0.18-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.18-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.18-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.19-branch - [Introduction](https://docs.feast.dev/v0.19-branch/readme.md) - [Community](https://docs.feast.dev/v0.19-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.19-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.19-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.19-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.19-branch/getting-started/concepts/overview.md) - [Data source](https://docs.feast.dev/v0.19-branch/getting-started/concepts/data-source.md) - [Entity](https://docs.feast.dev/v0.19-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.19-branch/getting-started/concepts/feature-view.md) - [Feature service](https://docs.feast.dev/v0.19-branch/getting-started/concepts/feature-service.md) - [Feature retrieval](https://docs.feast.dev/v0.19-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.19-branch/getting-started/concepts/point-in-time-joins.md) - [Dataset](https://docs.feast.dev/v0.19-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.19-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.19-branch/getting-started/architecture-and-components/overview.md) - [Feature repository](https://docs.feast.dev/v0.19-branch/getting-started/architecture-and-components/feature-repository.md) - [Registry](https://docs.feast.dev/v0.19-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.19-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.19-branch/getting-started/architecture-and-components/online-store.md) - [Provider](https://docs.feast.dev/v0.19-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.19-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.19-branch/getting-started/faq.md) - [Overview](https://docs.feast.dev/v0.19-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.19-branch/tutorials/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.19-branch/tutorials/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.19-branch/tutorials/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.19-branch/tutorials/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.19-branch/tutorials/validating-historical-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.19-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.19-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.19-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.19-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.19-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.19-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.19-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Running Feast in production](https://docs.feast.dev/v0.19-branch/how-to-guides/running-feast-in-production.md) - [Deploying a Java feature server on Kubernetes](https://docs.feast.dev/v0.19-branch/how-to-guides/fetching-java-features-k8s.md) - [Adding a custom provider](https://docs.feast.dev/v0.19-branch/how-to-guides/creating-a-custom-provider.md) - [Adding a new online store](https://docs.feast.dev/v0.19-branch/how-to-guides/adding-support-for-a-new-online-store.md) - [Adding a new offline store](https://docs.feast.dev/v0.19-branch/how-to-guides/adding-a-new-offline-store.md) - [Adding or reusing tests](https://docs.feast.dev/v0.19-branch/how-to-guides/adding-or-reusing-tests.md) - [Data sources](https://docs.feast.dev/v0.19-branch/reference/data-sources.md) - [File](https://docs.feast.dev/v0.19-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.19-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.19-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.19-branch/reference/data-sources/redshift.md) - [Spark](https://docs.feast.dev/v0.19-branch/reference/data-sources/spark.md) - [Offline stores](https://docs.feast.dev/v0.19-branch/reference/offline-stores.md) - [File](https://docs.feast.dev/v0.19-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.19-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.19-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.19-branch/reference/offline-stores/redshift.md) - [Spark](https://docs.feast.dev/v0.19-branch/reference/offline-stores/spark.md) - [Online stores](https://docs.feast.dev/v0.19-branch/reference/online-stores.md) - [SQLite](https://docs.feast.dev/v0.19-branch/reference/online-stores/sqlite.md) - [Redis](https://docs.feast.dev/v0.19-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.19-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.19-branch/reference/online-stores/dynamodb.md) - [Providers](https://docs.feast.dev/v0.19-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.19-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.19-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.19-branch/reference/providers/amazon-web-services.md) - [Feature repository](https://docs.feast.dev/v0.19-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.19-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.19-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.19-branch/reference/feature-servers.md) - [Local feature server](https://docs.feast.dev/v0.19-branch/reference/feature-servers/local-feature-server.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.19-branch/reference/dqm.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.19-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Stream ingestion](https://docs.feast.dev/v0.19-branch/reference/alpha-stream-ingestion.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.19-branch/reference/alpha-aws-lambda-feature-server.md) - [Feast CLI reference](https://docs.feast.dev/v0.19-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.19-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.19-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.19-branch/project/development-guide.md) - [Versioning policy](https://docs.feast.dev/v0.19-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.19-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.19-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.20-branch - [Introduction](https://docs.feast.dev/v0.20-branch/readme.md) - [Community](https://docs.feast.dev/v0.20-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.20-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.20-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.20-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.20-branch/getting-started/concepts/overview.md) - [Data source](https://docs.feast.dev/v0.20-branch/getting-started/concepts/data-source.md) - [Entity](https://docs.feast.dev/v0.20-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.20-branch/getting-started/concepts/feature-view.md) - [Feature service](https://docs.feast.dev/v0.20-branch/getting-started/concepts/feature-service.md) - [Feature retrieval](https://docs.feast.dev/v0.20-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.20-branch/getting-started/concepts/point-in-time-joins.md) - [Dataset](https://docs.feast.dev/v0.20-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.20-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.20-branch/getting-started/architecture-and-components/overview.md) - [Feature repository](https://docs.feast.dev/v0.20-branch/getting-started/architecture-and-components/feature-repository.md) - [Registry](https://docs.feast.dev/v0.20-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.20-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.20-branch/getting-started/architecture-and-components/online-store.md) - [Provider](https://docs.feast.dev/v0.20-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.20-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.20-branch/getting-started/faq.md) - [Overview](https://docs.feast.dev/v0.20-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.20-branch/tutorials/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.20-branch/tutorials/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.20-branch/tutorials/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.20-branch/tutorials/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.20-branch/tutorials/validating-historical-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.20-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.20-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.20-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.20-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.20-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.20-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.20-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Running Feast in production](https://docs.feast.dev/v0.20-branch/how-to-guides/running-feast-in-production.md) - [Deploying a Java feature server on Kubernetes](https://docs.feast.dev/v0.20-branch/how-to-guides/fetching-java-features-k8s.md) - [Adding a custom provider](https://docs.feast.dev/v0.20-branch/how-to-guides/creating-a-custom-provider.md) - [Adding a new online store](https://docs.feast.dev/v0.20-branch/how-to-guides/adding-support-for-a-new-online-store.md) - [Adding a new offline store](https://docs.feast.dev/v0.20-branch/how-to-guides/adding-a-new-offline-store.md) - [Adding or reusing tests](https://docs.feast.dev/v0.20-branch/how-to-guides/adding-or-reusing-tests.md) - [Data sources](https://docs.feast.dev/v0.20-branch/reference/data-sources.md) - [File](https://docs.feast.dev/v0.20-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.20-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.20-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.20-branch/reference/data-sources/redshift.md) - [Spark](https://docs.feast.dev/v0.20-branch/reference/data-sources/spark.md) - [Push](https://docs.feast.dev/v0.20-branch/reference/data-sources/push.md) - [Offline stores](https://docs.feast.dev/v0.20-branch/reference/offline-stores.md) - [File](https://docs.feast.dev/v0.20-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.20-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.20-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.20-branch/reference/offline-stores/redshift.md) - [Spark](https://docs.feast.dev/v0.20-branch/reference/offline-stores/spark.md) - [Online stores](https://docs.feast.dev/v0.20-branch/reference/online-stores.md) - [SQLite](https://docs.feast.dev/v0.20-branch/reference/online-stores/sqlite.md) - [Redis](https://docs.feast.dev/v0.20-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.20-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.20-branch/reference/online-stores/dynamodb.md) - [Providers](https://docs.feast.dev/v0.20-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.20-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.20-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.20-branch/reference/providers/amazon-web-services.md) - [Feature repository](https://docs.feast.dev/v0.20-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.20-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.20-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.20-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.20-branch/reference/feature-servers/python-feature-server.md) - [Go-based feature retrieval](https://docs.feast.dev/v0.20-branch/reference/feature-servers/go-feature-retrieval.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.20-branch/reference/dqm.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.20-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.20-branch/reference/alpha-aws-lambda-feature-server.md) - [Feast CLI reference](https://docs.feast.dev/v0.20-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.20-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.20-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.20-branch/project/development-guide.md) - [Versioning policy](https://docs.feast.dev/v0.20-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.20-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.20-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.21-branch - [Introduction](https://docs.feast.dev/v0.21-branch/readme.md) - [Community](https://docs.feast.dev/v0.21-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.21-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.21-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.21-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.21-branch/getting-started/concepts/overview.md) - [Data source](https://docs.feast.dev/v0.21-branch/getting-started/concepts/data-source.md) - [Entity](https://docs.feast.dev/v0.21-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.21-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.21-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.21-branch/getting-started/concepts/point-in-time-joins.md) - [Dataset](https://docs.feast.dev/v0.21-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.21-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.21-branch/getting-started/architecture-and-components/overview.md) - [Feature repository](https://docs.feast.dev/v0.21-branch/getting-started/architecture-and-components/feature-repository.md) - [Registry](https://docs.feast.dev/v0.21-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.21-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.21-branch/getting-started/architecture-and-components/online-store.md) - [Provider](https://docs.feast.dev/v0.21-branch/getting-started/architecture-and-components/provider.md) - [Learning by example](https://docs.feast.dev/v0.21-branch/getting-started/feast-workshop.md) - [Third party integrations](https://docs.feast.dev/v0.21-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.21-branch/getting-started/faq.md) - [Overview](https://docs.feast.dev/v0.21-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.21-branch/tutorials/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.21-branch/tutorials/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.21-branch/tutorials/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.21-branch/tutorials/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.21-branch/tutorials/validating-historical-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.21-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.21-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.21-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.21-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.21-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.21-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.21-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Running Feast in production](https://docs.feast.dev/v0.21-branch/how-to-guides/running-feast-in-production.md) - [Deploying a Java feature server on Kubernetes](https://docs.feast.dev/v0.21-branch/how-to-guides/fetching-java-features-k8s.md) - [Adding a custom provider](https://docs.feast.dev/v0.21-branch/how-to-guides/creating-a-custom-provider.md) - [Adding a new online store](https://docs.feast.dev/v0.21-branch/how-to-guides/adding-support-for-a-new-online-store.md) - [Adding a new offline store](https://docs.feast.dev/v0.21-branch/how-to-guides/adding-a-new-offline-store.md) - [Adding or reusing tests](https://docs.feast.dev/v0.21-branch/how-to-guides/adding-or-reusing-tests.md) - [Data sources](https://docs.feast.dev/v0.21-branch/reference/data-sources.md) - [File](https://docs.feast.dev/v0.21-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.21-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.21-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.21-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.21-branch/reference/data-sources/push.md) - [Spark (contrib)](https://docs.feast.dev/v0.21-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.21-branch/reference/data-sources/postgres.md) - [Offline stores](https://docs.feast.dev/v0.21-branch/reference/offline-stores.md) - [File](https://docs.feast.dev/v0.21-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.21-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.21-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.21-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.21-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.21-branch/reference/offline-stores/postgres.md) - [Online stores](https://docs.feast.dev/v0.21-branch/reference/online-stores.md) - [SQLite](https://docs.feast.dev/v0.21-branch/reference/online-stores/sqlite.md) - [Redis](https://docs.feast.dev/v0.21-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.21-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.21-branch/reference/online-stores/dynamodb.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.21-branch/reference/online-stores/postgres.md) - [Providers](https://docs.feast.dev/v0.21-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.21-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.21-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.21-branch/reference/providers/amazon-web-services.md) - [Feature repository](https://docs.feast.dev/v0.21-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.21-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.21-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.21-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.21-branch/reference/feature-servers/python-feature-server.md) - [Go-based feature retrieval](https://docs.feast.dev/v0.21-branch/reference/feature-servers/go-feature-retrieval.md) - [\[Alpha\] Web UI](https://docs.feast.dev/v0.21-branch/reference/alpha-web-ui.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.21-branch/reference/dqm.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.21-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.21-branch/reference/alpha-aws-lambda-feature-server.md) - [Feast CLI reference](https://docs.feast.dev/v0.21-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.21-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.21-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.21-branch/project/development-guide.md) - [Versioning policy](https://docs.feast.dev/v0.21-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.21-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.21-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.22-branch - [Introduction](https://docs.feast.dev/v0.22-branch/readme.md) - [Community](https://docs.feast.dev/v0.22-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.22-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.22-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.22-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.22-branch/getting-started/concepts/overview.md) - [Data source](https://docs.feast.dev/v0.22-branch/getting-started/concepts/data-source.md) - [Dataset](https://docs.feast.dev/v0.22-branch/getting-started/concepts/dataset.md) - [Entity](https://docs.feast.dev/v0.22-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.22-branch/getting-started/concepts/feature-view.md) - [Stream feature view](https://docs.feast.dev/v0.22-branch/getting-started/concepts/stream-feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.22-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.22-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.22-branch/getting-started/concepts/registry.md) - [Architecture](https://docs.feast.dev/v0.22-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.22-branch/getting-started/architecture-and-components/overview.md) - [Feature repository](https://docs.feast.dev/v0.22-branch/getting-started/architecture-and-components/feature-repository.md) - [Registry](https://docs.feast.dev/v0.22-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.22-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.22-branch/getting-started/architecture-and-components/online-store.md) - [Provider](https://docs.feast.dev/v0.22-branch/getting-started/architecture-and-components/provider.md) - [Learning by example](https://docs.feast.dev/v0.22-branch/getting-started/feast-workshop.md) - [Third party integrations](https://docs.feast.dev/v0.22-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.22-branch/getting-started/faq.md) - [Overview](https://docs.feast.dev/v0.22-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.22-branch/tutorials/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.22-branch/tutorials/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.22-branch/tutorials/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.22-branch/tutorials/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.22-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.22-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.22-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.22-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.22-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.22-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.22-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.22-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.22-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.22-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Running Feast in production](https://docs.feast.dev/v0.22-branch/how-to-guides/running-feast-in-production.md) - [Deploying a Java feature server on Kubernetes](https://docs.feast.dev/v0.22-branch/how-to-guides/fetching-java-features-k8s.md) - [Adding a custom provider](https://docs.feast.dev/v0.22-branch/how-to-guides/creating-a-custom-provider.md) - [Adding a new online store](https://docs.feast.dev/v0.22-branch/how-to-guides/adding-support-for-a-new-online-store.md) - [Adding a new offline store](https://docs.feast.dev/v0.22-branch/how-to-guides/adding-a-new-offline-store.md) - [Adding or reusing tests](https://docs.feast.dev/v0.22-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.22-branch/reference/codebase-structure.md) - [Data sources](https://docs.feast.dev/v0.22-branch/reference/data-sources.md) - [File](https://docs.feast.dev/v0.22-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.22-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.22-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.22-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.22-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.22-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.22-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.22-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.22-branch/reference/data-sources/postgres.md) - [Offline stores](https://docs.feast.dev/v0.22-branch/reference/offline-stores.md) - [File](https://docs.feast.dev/v0.22-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.22-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.22-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.22-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.22-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.22-branch/reference/offline-stores/postgres.md) - [Online stores](https://docs.feast.dev/v0.22-branch/reference/online-stores.md) - [SQLite](https://docs.feast.dev/v0.22-branch/reference/online-stores/sqlite.md) - [Redis](https://docs.feast.dev/v0.22-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.22-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.22-branch/reference/online-stores/dynamodb.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.22-branch/reference/online-stores/postgres.md) - [Providers](https://docs.feast.dev/v0.22-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.22-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.22-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.22-branch/reference/providers/amazon-web-services.md) - [Feature repository](https://docs.feast.dev/v0.22-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.22-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.22-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.22-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.22-branch/reference/feature-servers/python-feature-server.md) - [Go-based feature retrieval](https://docs.feast.dev/v0.22-branch/reference/feature-servers/go-feature-retrieval.md) - [\[Alpha\] Web UI](https://docs.feast.dev/v0.22-branch/reference/alpha-web-ui.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.22-branch/reference/dqm.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.22-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.22-branch/reference/alpha-aws-lambda-feature-server.md) - [Feast CLI reference](https://docs.feast.dev/v0.22-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.22-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.22-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.22-branch/project/development-guide.md) - [Versioning policy](https://docs.feast.dev/v0.22-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.22-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.22-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.23-branch - [Introduction](https://docs.feast.dev/v0.23-branch/readme.md) - [Community](https://docs.feast.dev/v0.23-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.23-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.23-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.23-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.23-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.23-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.23-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.23-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.23-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.23-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.23-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.23-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.23-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.23-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.23-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.23-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.23-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.23-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.23-branch/getting-started/architecture-and-components/provider.md) - [Learning by example](https://docs.feast.dev/v0.23-branch/getting-started/feast-workshop.md) - [Third party integrations](https://docs.feast.dev/v0.23-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.23-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.23-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.23-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.23-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.23-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.23-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.23-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.23-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.23-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.23-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.23-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.23-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.23-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.23-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.23-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.23-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Running Feast in production](https://docs.feast.dev/v0.23-branch/how-to-guides/running-feast-in-production.md) - [Upgrading for Feast 0.20+](https://docs.feast.dev/v0.23-branch/how-to-guides/automated-feast-upgrade.md) - [Customizing Feast](https://docs.feast.dev/v0.23-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.23-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.23-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.23-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.23-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.23-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.23-branch/reference/codebase-structure.md) - [Data sources](https://docs.feast.dev/v0.23-branch/reference/data-sources.md) - [File](https://docs.feast.dev/v0.23-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.23-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.23-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.23-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.23-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.23-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.23-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.23-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.23-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.23-branch/reference/data-sources/trino.md) - [Offline stores](https://docs.feast.dev/v0.23-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.23-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.23-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.23-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.23-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.23-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.23-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.23-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.23-branch/reference/offline-stores/trino.md) - [Online stores](https://docs.feast.dev/v0.23-branch/reference/online-stores.md) - [SQLite](https://docs.feast.dev/v0.23-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.23-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.23-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.23-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.23-branch/reference/online-stores/dynamodb.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.23-branch/reference/online-stores/postgres.md) - [Providers](https://docs.feast.dev/v0.23-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.23-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.23-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.23-branch/reference/providers/amazon-web-services.md) - [Feature repository](https://docs.feast.dev/v0.23-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.23-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.23-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.23-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.23-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.23-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.23-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.23-branch/reference/alpha-web-ui.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.23-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.23-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.23-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.23-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.23-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.23-branch/project/development-guide.md) - [Maintainer Docs](https://docs.feast.dev/v0.23-branch/project/development-guide/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.23-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.23-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.23-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.24-branch - [Introduction](https://docs.feast.dev/v0.24-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.24-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.24-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.24-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.24-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.24-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.24-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.24-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.24-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.24-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.24-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.24-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.24-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.24-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.24-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.24-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.24-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.24-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.24-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.24-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.24-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.24-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.24-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.24-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.24-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.24-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.24-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.24-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.24-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.24-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.24-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.24-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.24-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.24-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.24-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.24-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.24-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.24-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.24-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.24-branch/how-to-guides/running-feast-in-production.md) - [Upgrading for Feast 0.20+](https://docs.feast.dev/v0.24-branch/how-to-guides/automated-feast-upgrade.md) - [Customizing Feast](https://docs.feast.dev/v0.24-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.24-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.24-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.24-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.24-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.24-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.24-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.24-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.24-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.24-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.24-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.24-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.24-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.24-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.24-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.24-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.24-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.24-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.24-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.24-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.24-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.24-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.24-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.24-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.24-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.24-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.24-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.24-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.24-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.24-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.24-branch/reference/offline-stores/mssql.md) - [Online stores](https://docs.feast.dev/v0.24-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.24-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.24-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.24-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.24-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.24-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.24-branch/reference/online-stores/dynamodb.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.24-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.24-branch/reference/online-stores/cassandra.md) - [Providers](https://docs.feast.dev/v0.24-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.24-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.24-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.24-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.24-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.24-branch/reference/batch-materialization.md) - [Bytewax](https://docs.feast.dev/v0.24-branch/reference/batch-materialization/bytewax.md) - [Snowflake](https://docs.feast.dev/v0.24-branch/reference/batch-materialization/snowflake.md) - [Feature repository](https://docs.feast.dev/v0.24-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.24-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.24-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.24-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.24-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.24-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.24-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.24-branch/reference/alpha-web-ui.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.24-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.24-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.24-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.24-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.24-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.24-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.24-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.24-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.24-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.24-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.24-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.25-branch - [Introduction](https://docs.feast.dev/v0.25-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.25-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.25-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.25-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.25-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.25-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.25-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.25-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.25-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.25-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.25-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.25-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.25-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.25-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.25-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.25-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.25-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.25-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.25-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.25-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.25-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.25-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.25-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.25-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.25-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.25-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.25-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.25-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.25-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.25-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.25-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.25-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.25-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.25-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.25-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.25-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.25-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.25-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.25-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.25-branch/how-to-guides/running-feast-in-production.md) - [Upgrading for Feast 0.20+](https://docs.feast.dev/v0.25-branch/how-to-guides/automated-feast-upgrade.md) - [Customizing Feast](https://docs.feast.dev/v0.25-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.25-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.25-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.25-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.25-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.25-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.25-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.25-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.25-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.25-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.25-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.25-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.25-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.25-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.25-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.25-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.25-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.25-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.25-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.25-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.25-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.25-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.25-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.25-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.25-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.25-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.25-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.25-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.25-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.25-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.25-branch/reference/offline-stores/mssql.md) - [Online stores](https://docs.feast.dev/v0.25-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.25-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.25-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.25-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.25-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.25-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.25-branch/reference/online-stores/dynamodb.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.25-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.25-branch/reference/online-stores/cassandra.md) - [Providers](https://docs.feast.dev/v0.25-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.25-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.25-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.25-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.25-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.25-branch/reference/batch-materialization.md) - [Bytewax](https://docs.feast.dev/v0.25-branch/reference/batch-materialization/bytewax.md) - [Snowflake](https://docs.feast.dev/v0.25-branch/reference/batch-materialization/snowflake.md) - [Feature repository](https://docs.feast.dev/v0.25-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.25-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.25-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.25-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.25-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.25-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.25-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.25-branch/reference/alpha-web-ui.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.25-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.25-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.25-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.25-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.25-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.25-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.25-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.25-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.25-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.25-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.25-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.26-branch - [Introduction](https://docs.feast.dev/untitled/readme.md) - [Community & getting help](https://docs.feast.dev/untitled/community.md) - [Roadmap](https://docs.feast.dev/untitled/roadmap.md) - [Quickstart](https://docs.feast.dev/untitled/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/untitled/getting-started/concepts.md) - [Overview](https://docs.feast.dev/untitled/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/untitled/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/untitled/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/untitled/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/untitled/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/untitled/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/untitled/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/untitled/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/untitled/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/untitled/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/untitled/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/untitled/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/untitled/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/untitled/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/untitled/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/untitled/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/untitled/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/untitled/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/untitled/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/untitled/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/untitled/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/untitled/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/untitled/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/untitled/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/untitled/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/untitled/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/untitled/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/untitled/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/untitled/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/untitled/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/untitled/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/untitled/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/untitled/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/untitled/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/untitled/how-to-guides/running-feast-in-production.md) - [Upgrading for Feast 0.20+](https://docs.feast.dev/untitled/how-to-guides/automated-feast-upgrade.md) - [Customizing Feast](https://docs.feast.dev/untitled/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/untitled/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/untitled/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/untitled/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/untitled/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/untitled/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/untitled/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/untitled/reference/type-system.md) - [Data sources](https://docs.feast.dev/untitled/reference/data-sources.md) - [Overview](https://docs.feast.dev/untitled/reference/data-sources/overview.md) - [File](https://docs.feast.dev/untitled/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/untitled/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/untitled/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/untitled/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/untitled/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/untitled/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/untitled/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/untitled/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/untitled/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/untitled/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/untitled/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/untitled/reference/offline-stores.md) - [Overview](https://docs.feast.dev/untitled/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/untitled/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/untitled/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/untitled/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/untitled/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/untitled/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/untitled/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/untitled/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/untitled/reference/offline-stores/mssql.md) - [Online stores](https://docs.feast.dev/untitled/reference/online-stores.md) - [Overview](https://docs.feast.dev/untitled/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/untitled/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/untitled/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/untitled/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/untitled/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/untitled/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/untitled/reference/online-stores/bigtable.md) - [PostgreSQL (contrib)](https://docs.feast.dev/untitled/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/untitled/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/untitled/reference/online-stores/mysql.md) - [Providers](https://docs.feast.dev/untitled/reference/providers.md) - [Local](https://docs.feast.dev/untitled/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/untitled/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/untitled/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/untitled/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/untitled/reference/batch-materialization.md) - [Bytewax](https://docs.feast.dev/untitled/reference/batch-materialization/bytewax.md) - [Snowflake](https://docs.feast.dev/untitled/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/untitled/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/untitled/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/untitled/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/untitled/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/untitled/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/untitled/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/untitled/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/untitled/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/untitled/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/untitled/reference/alpha-web-ui.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/untitled/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/untitled/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/untitled/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/untitled/reference/usage.md) - [Contribution process](https://docs.feast.dev/untitled/project/contributing.md) - [Development guide](https://docs.feast.dev/untitled/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/untitled/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/untitled/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/untitled/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/untitled/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/untitled/project/feast-0.9-vs-feast-0.10+.md) ## v0.27-branch - [Introduction](https://docs.feast.dev/v0.27-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.27-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.27-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.27-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.27-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.27-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.27-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.27-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.27-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.27-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.27-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.27-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.27-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.27-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.27-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.27-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.27-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.27-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.27-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.27-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.27-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.27-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.27-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.27-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.27-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.27-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.27-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.27-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.27-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.27-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.27-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.27-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.27-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.27-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.27-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.27-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.27-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.27-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.27-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.27-branch/how-to-guides/running-feast-in-production.md) - [Upgrading for Feast 0.20+](https://docs.feast.dev/v0.27-branch/how-to-guides/automated-feast-upgrade.md) - [Customizing Feast](https://docs.feast.dev/v0.27-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.27-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.27-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.27-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.27-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.27-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.27-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.27-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.27-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.27-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.27-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.27-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.27-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.27-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.27-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.27-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.27-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.27-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.27-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.27-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.27-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.27-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.27-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.27-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.27-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.27-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.27-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.27-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.27-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.27-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.27-branch/reference/offline-stores/mssql.md) - [Online stores](https://docs.feast.dev/v0.27-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.27-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.27-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.27-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.27-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.27-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.27-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.27-branch/reference/online-stores/bigtable.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.27-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.27-branch/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/v0.27-branch/reference/online-stores/mysql.md) - [Providers](https://docs.feast.dev/v0.27-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.27-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.27-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.27-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.27-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.27-branch/reference/batch-materialization.md) - [Bytewax](https://docs.feast.dev/v0.27-branch/reference/batch-materialization/bytewax.md) - [Snowflake](https://docs.feast.dev/v0.27-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.27-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.27-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.27-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.27-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.27-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.27-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.27-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.27-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.27-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.27-branch/reference/alpha-web-ui.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.27-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.27-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.27-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.27-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.27-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.27-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.27-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.27-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.27-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.27-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.27-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.28-branch - [Introduction](https://docs.feast.dev/v0.28-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.28-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.28-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.28-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.28-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.28-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.28-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.28-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.28-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.28-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.28-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.28-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.28-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.28-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.28-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.28-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.28-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.28-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.28-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.28-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.28-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.28-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.28-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.28-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.28-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.28-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.28-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.28-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.28-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.28-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.28-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.28-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.28-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.28-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.28-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.28-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.28-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.28-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.28-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.28-branch/how-to-guides/running-feast-in-production.md) - [Upgrading for Feast 0.20+](https://docs.feast.dev/v0.28-branch/how-to-guides/automated-feast-upgrade.md) - [Customizing Feast](https://docs.feast.dev/v0.28-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.28-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.28-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.28-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.28-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.28-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.28-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.28-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.28-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.28-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.28-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.28-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.28-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.28-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.28-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.28-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.28-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.28-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.28-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.28-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.28-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.28-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.28-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.28-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.28-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.28-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.28-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.28-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.28-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.28-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.28-branch/reference/offline-stores/mssql.md) - [Online stores](https://docs.feast.dev/v0.28-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.28-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.28-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.28-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.28-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.28-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.28-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.28-branch/reference/online-stores/bigtable.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.28-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.28-branch/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/v0.28-branch/reference/online-stores/mysql.md) - [Providers](https://docs.feast.dev/v0.28-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.28-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.28-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.28-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.28-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.28-branch/reference/batch-materialization.md) - [Bytewax](https://docs.feast.dev/v0.28-branch/reference/batch-materialization/bytewax.md) - [Snowflake](https://docs.feast.dev/v0.28-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.28-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.28-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.28-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.28-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.28-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.28-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.28-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.28-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.28-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.28-branch/reference/alpha-web-ui.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.28-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.28-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.28-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.28-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.28-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.28-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.28-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.28-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.28-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.28-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.28-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.29-branch - [Introduction](https://docs.feast.dev/v0.29-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.29-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.29-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.29-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.29-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.29-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.29-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.29-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.29-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.29-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.29-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.29-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.29-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.29-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.29-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.29-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.29-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.29-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.29-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.29-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.29-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.29-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.29-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.29-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.29-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.29-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.29-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.29-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.29-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.29-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.29-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.29-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.29-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.29-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.29-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.29-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.29-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.29-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.29-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.29-branch/how-to-guides/running-feast-in-production.md) - [Upgrading for Feast 0.20+](https://docs.feast.dev/v0.29-branch/how-to-guides/automated-feast-upgrade.md) - [Customizing Feast](https://docs.feast.dev/v0.29-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.29-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.29-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.29-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.29-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.29-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.29-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.29-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.29-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.29-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.29-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.29-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.29-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.29-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.29-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.29-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.29-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.29-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.29-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.29-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.29-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.29-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.29-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.29-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.29-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.29-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.29-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.29-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.29-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.29-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.29-branch/reference/offline-stores/mssql.md) - [Online stores](https://docs.feast.dev/v0.29-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.29-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.29-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.29-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.29-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.29-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.29-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.29-branch/reference/online-stores/bigtable.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.29-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.29-branch/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/v0.29-branch/reference/online-stores/mysql.md) - [Providers](https://docs.feast.dev/v0.29-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.29-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.29-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.29-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.29-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.29-branch/reference/batch-materialization.md) - [Bytewax](https://docs.feast.dev/v0.29-branch/reference/batch-materialization/bytewax.md) - [Snowflake](https://docs.feast.dev/v0.29-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.29-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.29-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.29-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.29-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.29-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.29-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.29-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.29-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.29-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.29-branch/reference/alpha-web-ui.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.29-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.29-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.29-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.29-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.29-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.29-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.29-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.29-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.29-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.29-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.29-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.30-branch - [Introduction](https://docs.feast.dev/v0.30-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.30-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.30-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.30-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.30-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.30-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.30-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.30-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.30-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.30-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.30-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.30-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.30-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.30-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.30-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.30-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.30-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.30-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.30-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.30-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.30-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.30-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.30-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.30-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.30-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.30-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.30-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.30-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.30-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.30-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.30-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.30-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.30-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.30-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.30-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.30-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.30-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.30-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.30-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.30-branch/how-to-guides/running-feast-in-production.md) - [Upgrading for Feast 0.20+](https://docs.feast.dev/v0.30-branch/how-to-guides/automated-feast-upgrade.md) - [Customizing Feast](https://docs.feast.dev/v0.30-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.30-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.30-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.30-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.30-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.30-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.30-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.30-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.30-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.30-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.30-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.30-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.30-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.30-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.30-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.30-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.30-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.30-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.30-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.30-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.30-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.30-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.30-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.30-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.30-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.30-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.30-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.30-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.30-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.30-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.30-branch/reference/offline-stores/mssql.md) - [Online stores](https://docs.feast.dev/v0.30-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.30-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.30-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.30-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.30-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.30-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.30-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.30-branch/reference/online-stores/bigtable.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.30-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.30-branch/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/v0.30-branch/reference/online-stores/mysql.md) - [Rockset (contrib)](https://docs.feast.dev/v0.30-branch/reference/online-stores/rockset.md) - [Providers](https://docs.feast.dev/v0.30-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.30-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.30-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.30-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.30-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.30-branch/reference/batch-materialization.md) - [Bytewax](https://docs.feast.dev/v0.30-branch/reference/batch-materialization/bytewax.md) - [Snowflake](https://docs.feast.dev/v0.30-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.30-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.30-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.30-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.30-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.30-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.30-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.30-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.30-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.30-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.30-branch/reference/alpha-web-ui.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.30-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.30-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.30-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.30-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.30-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.30-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.30-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.30-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.30-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.30-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.30-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.31-branch - [Introduction](https://docs.feast.dev/v0.31-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.31-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.31-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.31-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.31-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.31-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.31-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.31-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.31-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.31-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.31-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.31-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.31-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.31-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.31-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.31-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.31-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.31-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.31-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.31-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.31-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.31-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.31-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.31-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.31-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.31-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.31-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.31-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.31-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.31-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.31-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.31-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.31-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.31-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.31-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.31-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.31-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.31-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.31-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.31-branch/how-to-guides/running-feast-in-production.md) - [Upgrading for Feast 0.20+](https://docs.feast.dev/v0.31-branch/how-to-guides/automated-feast-upgrade.md) - [Customizing Feast](https://docs.feast.dev/v0.31-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.31-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.31-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.31-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.31-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.31-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.31-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.31-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.31-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.31-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.31-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.31-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.31-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.31-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.31-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.31-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.31-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.31-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.31-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.31-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.31-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.31-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.31-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.31-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.31-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.31-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.31-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.31-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.31-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.31-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.31-branch/reference/offline-stores/mssql.md) - [Online stores](https://docs.feast.dev/v0.31-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.31-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.31-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.31-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.31-branch/reference/online-stores/redis.md) - [Datastore](https://docs.feast.dev/v0.31-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.31-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.31-branch/reference/online-stores/bigtable.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.31-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.31-branch/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/v0.31-branch/reference/online-stores/mysql.md) - [Rockset (contrib)](https://docs.feast.dev/v0.31-branch/reference/online-stores/rockset.md) - [Hazelcast (contrib)](https://docs.feast.dev/v0.31-branch/reference/online-stores/hazelcast.md) - [Providers](https://docs.feast.dev/v0.31-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.31-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.31-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.31-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.31-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.31-branch/reference/batch-materialization.md) - [Bytewax](https://docs.feast.dev/v0.31-branch/reference/batch-materialization/bytewax.md) - [Snowflake](https://docs.feast.dev/v0.31-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.31-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.31-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.31-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.31-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.31-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.31-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.31-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.31-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.31-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.31-branch/reference/alpha-web-ui.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.31-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.31-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.31-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.31-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.31-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.31-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.31-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.31-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.31-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.31-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.31-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.34-branch - [Introduction](https://docs.feast.dev/v0.34-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.34-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.34-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.34-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.34-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.34-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.34-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.34-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.34-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.34-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.34-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.34-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.34-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.34-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.34-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.34-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.34-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.34-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.34-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.34-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.34-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.34-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.34-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.34-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.34-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.34-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.34-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.34-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.34-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.34-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.34-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.34-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.34-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.34-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.34-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.34-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.34-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.34-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.34-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.34-branch/how-to-guides/running-feast-in-production.md) - [Upgrading for Feast 0.20+](https://docs.feast.dev/v0.34-branch/how-to-guides/automated-feast-upgrade.md) - [Customizing Feast](https://docs.feast.dev/v0.34-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.34-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.34-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.34-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.34-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.34-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.34-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.34-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.34-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.34-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.34-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.34-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.34-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.34-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.34-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.34-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.34-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.34-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.34-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.34-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.34-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.34-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.34-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.34-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.34-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.34-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.34-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.34-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.34-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.34-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.34-branch/reference/offline-stores/mssql.md) - [Online stores](https://docs.feast.dev/v0.34-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.34-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.34-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.34-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.34-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.34-branch/reference/online-stores/dragonfly.md) - [Datastore](https://docs.feast.dev/v0.34-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.34-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.34-branch/reference/online-stores/bigtable.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.34-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.34-branch/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/v0.34-branch/reference/online-stores/mysql.md) - [Rockset (contrib)](https://docs.feast.dev/v0.34-branch/reference/online-stores/rockset.md) - [Hazelcast (contrib)](https://docs.feast.dev/v0.34-branch/reference/online-stores/hazelcast.md) - [Providers](https://docs.feast.dev/v0.34-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.34-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.34-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.34-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.34-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.34-branch/reference/batch-materialization.md) - [Bytewax](https://docs.feast.dev/v0.34-branch/reference/batch-materialization/bytewax.md) - [Snowflake](https://docs.feast.dev/v0.34-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.34-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.34-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.34-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.34-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.34-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.34-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.34-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.34-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.34-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.34-branch/reference/alpha-web-ui.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.34-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.34-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.34-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.34-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.34-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.34-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.34-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.34-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.34-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.34-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.34-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.35-branch - [Introduction](https://docs.feast.dev/v0.35-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.35-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.35-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.35-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.35-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.35-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.35-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.35-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.35-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.35-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.35-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.35-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.35-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.35-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.35-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.35-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.35-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.35-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.35-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.35-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.35-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.35-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.35-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.35-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.35-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.35-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.35-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.35-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.35-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.35-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.35-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.35-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.35-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.35-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.35-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.35-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.35-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.35-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.35-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.35-branch/how-to-guides/running-feast-in-production.md) - [Upgrading for Feast 0.20+](https://docs.feast.dev/v0.35-branch/how-to-guides/automated-feast-upgrade.md) - [Customizing Feast](https://docs.feast.dev/v0.35-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.35-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.35-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.35-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.35-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.35-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.35-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.35-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.35-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.35-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.35-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.35-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.35-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.35-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.35-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.35-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.35-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.35-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.35-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.35-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.35-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.35-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.35-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.35-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.35-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.35-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.35-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.35-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.35-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.35-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.35-branch/reference/offline-stores/mssql.md) - [Online stores](https://docs.feast.dev/v0.35-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.35-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.35-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.35-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.35-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.35-branch/reference/online-stores/dragonfly.md) - [Datastore](https://docs.feast.dev/v0.35-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.35-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.35-branch/reference/online-stores/bigtable.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.35-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.35-branch/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/v0.35-branch/reference/online-stores/mysql.md) - [Rockset (contrib)](https://docs.feast.dev/v0.35-branch/reference/online-stores/rockset.md) - [Hazelcast (contrib)](https://docs.feast.dev/v0.35-branch/reference/online-stores/hazelcast.md) - [Providers](https://docs.feast.dev/v0.35-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.35-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.35-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.35-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.35-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.35-branch/reference/batch-materialization.md) - [Bytewax](https://docs.feast.dev/v0.35-branch/reference/batch-materialization/bytewax.md) - [Snowflake](https://docs.feast.dev/v0.35-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.35-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.35-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.35-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.35-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.35-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.35-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.35-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.35-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.35-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.35-branch/reference/alpha-web-ui.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.35-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.35-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.35-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.35-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.35-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.35-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.35-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.35-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.35-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.35-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.35-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.36-branch - [Introduction](https://docs.feast.dev/v0.36-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.36-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.36-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.36-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.36-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.36-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.36-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.36-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.36-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.36-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.36-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.36-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.36-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.36-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.36-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.36-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.36-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.36-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.36-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.36-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.36-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.36-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.36-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.36-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.36-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.36-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.36-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.36-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.36-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.36-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.36-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.36-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.36-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.36-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.36-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.36-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.36-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.36-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.36-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.36-branch/how-to-guides/running-feast-in-production.md) - [Upgrading for Feast 0.20+](https://docs.feast.dev/v0.36-branch/how-to-guides/automated-feast-upgrade.md) - [Customizing Feast](https://docs.feast.dev/v0.36-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.36-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.36-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.36-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.36-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.36-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.36-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.36-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.36-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.36-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.36-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.36-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.36-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.36-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.36-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.36-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.36-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.36-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.36-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.36-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.36-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.36-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.36-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.36-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.36-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.36-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.36-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.36-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.36-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.36-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.36-branch/reference/offline-stores/mssql.md) - [Online stores](https://docs.feast.dev/v0.36-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.36-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.36-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.36-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.36-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.36-branch/reference/online-stores/dragonfly.md) - [Datastore](https://docs.feast.dev/v0.36-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.36-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.36-branch/reference/online-stores/bigtable.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.36-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.36-branch/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/v0.36-branch/reference/online-stores/mysql.md) - [Rockset (contrib)](https://docs.feast.dev/v0.36-branch/reference/online-stores/rockset.md) - [Hazelcast (contrib)](https://docs.feast.dev/v0.36-branch/reference/online-stores/hazelcast.md) - [Providers](https://docs.feast.dev/v0.36-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.36-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.36-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.36-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.36-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.36-branch/reference/batch-materialization.md) - [Bytewax](https://docs.feast.dev/v0.36-branch/reference/batch-materialization/bytewax.md) - [Snowflake](https://docs.feast.dev/v0.36-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.36-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.36-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.36-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.36-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.36-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.36-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.36-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.36-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.36-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.36-branch/reference/alpha-web-ui.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.36-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.36-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.36-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.36-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.36-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.36-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.36-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.36-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.36-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.36-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.36-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.37-branch - [Introduction](https://docs.feast.dev/v0.37-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.37-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.37-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.37-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.37-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.37-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.37-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.37-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.37-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.37-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.37-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.37-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.37-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.37-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.37-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.37-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.37-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.37-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.37-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.37-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.37-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.37-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.37-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.37-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.37-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.37-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.37-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.37-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.37-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.37-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.37-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.37-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.37-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.37-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.37-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.37-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.37-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.37-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.37-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.37-branch/how-to-guides/running-feast-in-production.md) - [Upgrading for Feast 0.20+](https://docs.feast.dev/v0.37-branch/how-to-guides/automated-feast-upgrade.md) - [Customizing Feast](https://docs.feast.dev/v0.37-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.37-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.37-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.37-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.37-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.37-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.37-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.37-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.37-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.37-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.37-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.37-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.37-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.37-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.37-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.37-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.37-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.37-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.37-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.37-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.37-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.37-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.37-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.37-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.37-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.37-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.37-branch/reference/offline-stores/redshift.md) - [Spark (contrib)](https://docs.feast.dev/v0.37-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.37-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.37-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.37-branch/reference/offline-stores/mssql.md) - [Online stores](https://docs.feast.dev/v0.37-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.37-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.37-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.37-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.37-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.37-branch/reference/online-stores/dragonfly.md) - [Datastore](https://docs.feast.dev/v0.37-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.37-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.37-branch/reference/online-stores/bigtable.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.37-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.37-branch/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/v0.37-branch/reference/online-stores/mysql.md) - [Rockset (contrib)](https://docs.feast.dev/v0.37-branch/reference/online-stores/rockset.md) - [Hazelcast (contrib)](https://docs.feast.dev/v0.37-branch/reference/online-stores/hazelcast.md) - [ScyllaDB (contrib)](https://docs.feast.dev/v0.37-branch/reference/online-stores/scylladb.md) - [Providers](https://docs.feast.dev/v0.37-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.37-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.37-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.37-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.37-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.37-branch/reference/batch-materialization.md) - [Bytewax](https://docs.feast.dev/v0.37-branch/reference/batch-materialization/bytewax.md) - [Snowflake](https://docs.feast.dev/v0.37-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.37-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.37-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.37-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.37-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.37-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.37-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.37-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.37-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.37-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.37-branch/reference/alpha-web-ui.md) - [\[Alpha\] On demand feature view](https://docs.feast.dev/v0.37-branch/reference/alpha-on-demand-feature-view.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.37-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.37-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.37-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.37-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.37-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.37-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.37-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.37-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.37-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.37-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.38-branch - [Introduction](https://docs.feast.dev/v0.38-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.38-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.38-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.38-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.38-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.38-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.38-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.38-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.38-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.38-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.38-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.38-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.38-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.38-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.38-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.38-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.38-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.38-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.38-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.38-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.38-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.38-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.38-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.38-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.38-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.38-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.38-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.38-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.38-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.38-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.38-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.38-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.38-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.38-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.38-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.38-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.38-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.38-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.38-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.38-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.38-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.38-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.38-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.38-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.38-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.38-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.38-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.38-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.38-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.38-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.38-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.38-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.38-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.38-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.38-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.38-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.38-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.38-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.38-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.38-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.38-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.38-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.38-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.38-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.38-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.38-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.38-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.38-branch/reference/offline-stores/duckdb.md) - [Spark (contrib)](https://docs.feast.dev/v0.38-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.38-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.38-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.38-branch/reference/offline-stores/mssql.md) - [Online stores](https://docs.feast.dev/v0.38-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.38-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.38-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.38-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.38-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.38-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.38-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.38-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.38-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.38-branch/reference/online-stores/bigtable.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.38-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.38-branch/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/v0.38-branch/reference/online-stores/mysql.md) - [Rockset (contrib)](https://docs.feast.dev/v0.38-branch/reference/online-stores/rockset.md) - [Hazelcast (contrib)](https://docs.feast.dev/v0.38-branch/reference/online-stores/hazelcast.md) - [ScyllaDB (contrib)](https://docs.feast.dev/v0.38-branch/reference/online-stores/scylladb.md) - [Providers](https://docs.feast.dev/v0.38-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.38-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.38-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.38-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.38-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.38-branch/reference/batch-materialization.md) - [Snowflake](https://docs.feast.dev/v0.38-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.38-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.38-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.38-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.38-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.38-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.38-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.38-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.38-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.38-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.38-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.38-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.38-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.38-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.38-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.38-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.38-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.38-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.38-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.38-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.38-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.38-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.38-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.39-branch - [Introduction](https://docs.feast.dev/v0.39-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.39-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.39-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.39-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.39-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.39-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.39-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.39-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.39-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.39-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.39-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.39-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.39-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.39-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.39-branch/getting-started/architecture-and-components/overview.md) - [Registry](https://docs.feast.dev/v0.39-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.39-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.39-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.39-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.39-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.39-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.39-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.39-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.39-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.39-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.39-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.39-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.39-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.39-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.39-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.39-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.39-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.39-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.39-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.39-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.39-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.39-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.39-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.39-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.39-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.39-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.39-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.39-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.39-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.39-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.39-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.39-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.39-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.39-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.39-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.39-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.39-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.39-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.39-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.39-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.39-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.39-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.39-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.39-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.39-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.39-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.39-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.39-branch/reference/offline-stores/overview.md) - [File](https://docs.feast.dev/v0.39-branch/reference/offline-stores/file.md) - [Snowflake](https://docs.feast.dev/v0.39-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.39-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.39-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.39-branch/reference/offline-stores/duckdb.md) - [Spark (contrib)](https://docs.feast.dev/v0.39-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.39-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.39-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.39-branch/reference/offline-stores/mssql.md) - [Remote Offline](https://docs.feast.dev/v0.39-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.39-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.39-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.39-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.39-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.39-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.39-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.39-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.39-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.39-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.39-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.39-branch/reference/online-stores/remote.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.39-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.39-branch/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/v0.39-branch/reference/online-stores/mysql.md) - [Rockset (contrib)](https://docs.feast.dev/v0.39-branch/reference/online-stores/rockset.md) - [Hazelcast (contrib)](https://docs.feast.dev/v0.39-branch/reference/online-stores/hazelcast.md) - [ScyllaDB (contrib)](https://docs.feast.dev/v0.39-branch/reference/online-stores/scylladb.md) - [Providers](https://docs.feast.dev/v0.39-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.39-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.39-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.39-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.39-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.39-branch/reference/batch-materialization.md) - [Snowflake](https://docs.feast.dev/v0.39-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.39-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.39-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.39-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.39-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.39-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.39-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.39-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.39-branch/reference/feature-servers/go-feature-server.md) - [\[Alpha\] AWS Lambda feature server](https://docs.feast.dev/v0.39-branch/reference/feature-servers/alpha-aws-lambda-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.39-branch/reference/feature-servers/offline-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.39-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.39-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.39-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.39-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.39-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.39-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.39-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.39-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.39-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.39-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.39-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.39-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.39-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.40-branch - [Introduction](https://docs.feast.dev/v0.40-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.40-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.40-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.40-branch/getting-started/quickstart.md) - [Concepts](https://docs.feast.dev/v0.40-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.40-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.40-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.40-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.40-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.40-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.40-branch/getting-started/concepts/point-in-time-joins.md) - [Registry](https://docs.feast.dev/v0.40-branch/getting-started/concepts/registry.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.40-branch/getting-started/concepts/dataset.md) - [Architecture](https://docs.feast.dev/v0.40-branch/getting-started/architecture-and-components.md) - [Overview](https://docs.feast.dev/v0.40-branch/getting-started/architecture-and-components/overview.md) - [Language](https://docs.feast.dev/v0.40-branch/getting-started/architecture-and-components/language.md) - [Registry](https://docs.feast.dev/v0.40-branch/getting-started/architecture-and-components/registry.md) - [Offline store](https://docs.feast.dev/v0.40-branch/getting-started/architecture-and-components/offline-store.md) - [Online store](https://docs.feast.dev/v0.40-branch/getting-started/architecture-and-components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.40-branch/getting-started/architecture-and-components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.40-branch/getting-started/architecture-and-components/provider.md) - [Third party integrations](https://docs.feast.dev/v0.40-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.40-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.40-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.40-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.40-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.40-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.40-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.40-branch/tutorials/validating-historical-features.md) - [Using Scalable Registry](https://docs.feast.dev/v0.40-branch/tutorials/using-scalable-registry.md): Tutorial on how to use the SQL registry for scalable registry updates - [Building streaming features](https://docs.feast.dev/v0.40-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.40-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.40-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.40-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.40-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.40-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.40-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.40-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.40-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.40-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.40-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.40-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.40-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.40-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.40-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.40-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.40-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.40-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.40-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.40-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.40-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.40-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.40-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.40-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.40-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.40-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.40-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.40-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.40-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.40-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.40-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.40-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.40-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.40-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.40-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.40-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.40-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.40-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.40-branch/reference/offline-stores/duckdb.md) - [Spark (contrib)](https://docs.feast.dev/v0.40-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.40-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.40-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.40-branch/reference/offline-stores/mssql.md) - [Remote Offline](https://docs.feast.dev/v0.40-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.40-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.40-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.40-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.40-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.40-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.40-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.40-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.40-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.40-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.40-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.40-branch/reference/online-stores/remote.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.40-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.40-branch/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/v0.40-branch/reference/online-stores/mysql.md) - [Rockset (contrib)](https://docs.feast.dev/v0.40-branch/reference/online-stores/rockset.md) - [Hazelcast (contrib)](https://docs.feast.dev/v0.40-branch/reference/online-stores/hazelcast.md) - [ScyllaDB (contrib)](https://docs.feast.dev/v0.40-branch/reference/online-stores/scylladb.md) - [SingleStore (contrib)](https://docs.feast.dev/v0.40-branch/reference/online-stores/singlestore.md) - [Providers](https://docs.feast.dev/v0.40-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.40-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.40-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.40-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.40-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.40-branch/reference/batch-materialization.md) - [Snowflake](https://docs.feast.dev/v0.40-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.40-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.40-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.40-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.40-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.40-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.40-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.40-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.40-branch/reference/feature-servers/go-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.40-branch/reference/feature-servers/offline-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.40-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.40-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.40-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.40-branch/reference/dqm.md) - [Feast CLI reference](https://docs.feast.dev/v0.40-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.40-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.40-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.40-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.40-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.40-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.40-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.40-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.40-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.41-branch - [Introduction](https://docs.feast.dev/v0.41-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.41-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.41-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.41-branch/getting-started/quickstart.md) - [Architecture](https://docs.feast.dev/v0.41-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.41-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.41-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.41-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.41-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.41-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.41-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.41-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.41-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.41-branch/getting-started/concepts/overview.md) - [Data ingestion](https://docs.feast.dev/v0.41-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.41-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.41-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.41-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.41-branch/getting-started/concepts/point-in-time-joins.md) - [Permission](https://docs.feast.dev/v0.41-branch/getting-started/concepts/permission.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.41-branch/getting-started/concepts/dataset.md) - [Components](https://docs.feast.dev/v0.41-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.41-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.41-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.41-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.41-branch/getting-started/components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.41-branch/getting-started/components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.41-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.41-branch/getting-started/components/authz_manager.md) - [Third party integrations](https://docs.feast.dev/v0.41-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.41-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.41-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.41-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.41-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.41-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.41-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.41-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.41-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.41-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.41-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.41-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.41-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.41-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.41-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.41-branch/how-to-guides/adding-or-reusing-tests.md) - [Codebase Structure](https://docs.feast.dev/v0.41-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.41-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.41-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.41-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.41-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.41-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.41-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.41-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.41-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.41-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.41-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.41-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.41-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.41-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.41-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.41-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.41-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.41-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.41-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.41-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.41-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.41-branch/reference/offline-stores/duckdb.md) - [Spark (contrib)](https://docs.feast.dev/v0.41-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.41-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.41-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.41-branch/reference/offline-stores/mssql.md) - [Remote Offline](https://docs.feast.dev/v0.41-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.41-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.41-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.41-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.41-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.41-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.41-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.41-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.41-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.41-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.41-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.41-branch/reference/online-stores/remote.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.41-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB (contrib)](https://docs.feast.dev/v0.41-branch/reference/online-stores/cassandra.md) - [MySQL (contrib)](https://docs.feast.dev/v0.41-branch/reference/online-stores/mysql.md) - [Hazelcast (contrib)](https://docs.feast.dev/v0.41-branch/reference/online-stores/hazelcast.md) - [ScyllaDB (contrib)](https://docs.feast.dev/v0.41-branch/reference/online-stores/scylladb.md) - [SingleStore (contrib)](https://docs.feast.dev/v0.41-branch/reference/online-stores/singlestore.md) - [Registries](https://docs.feast.dev/v0.41-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.41-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.41-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.41-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.41-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.41-branch/reference/registries/snowflake.md) - [Providers](https://docs.feast.dev/v0.41-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.41-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.41-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.41-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.41-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.41-branch/reference/batch-materialization.md) - [Snowflake](https://docs.feast.dev/v0.41-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.41-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.41-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.41-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.41-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.41-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.41-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.41-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.41-branch/reference/feature-servers/go-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.41-branch/reference/feature-servers/offline-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.41-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.41-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.41-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.41-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.41-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.41-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.41-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.41-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.41-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.41-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.41-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.41-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.41-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.41-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.42-branch - [Introduction](https://docs.feast.dev/v0.42-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.42-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.42-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.42-branch/getting-started/quickstart.md) - [Architecture](https://docs.feast.dev/v0.42-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.42-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.42-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.42-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.42-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.42-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.42-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.42-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.42-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.42-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.42-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.42-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.42-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.42-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.42-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.42-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.42-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.42-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.42-branch/getting-started/concepts/tags.md) - [Components](https://docs.feast.dev/v0.42-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.42-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.42-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.42-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.42-branch/getting-started/components/online-store.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.42-branch/getting-started/components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.42-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.42-branch/getting-started/components/authz_manager.md) - [Third party integrations](https://docs.feast.dev/v0.42-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.42-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.42-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.42-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.42-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.42-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.42-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.42-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.42-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.42-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.42-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.42-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.42-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.42-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.42-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.42-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.42-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.42-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.42-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.42-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.42-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.42-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.42-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.42-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.42-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.42-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.42-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.42-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.42-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.42-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.42-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.42-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.42-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.42-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.42-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.42-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.42-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.42-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.42-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.42-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.42-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.42-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.42-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.42-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.42-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.42-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.42-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.42-branch/reference/offline-stores/duckdb.md) - [Spark (contrib)](https://docs.feast.dev/v0.42-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.42-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.42-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.42-branch/reference/offline-stores/mssql.md) - [Remote Offline](https://docs.feast.dev/v0.42-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.42-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.42-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.42-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.42-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.42-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.42-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.42-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.42-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.42-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.42-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.42-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.42-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.42-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.42-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.42-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.42-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.42-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.42-branch/reference/online-stores/singlestore.md) - [Registries](https://docs.feast.dev/v0.42-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.42-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.42-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.42-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.42-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.42-branch/reference/registries/snowflake.md) - [Providers](https://docs.feast.dev/v0.42-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.42-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.42-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.42-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.42-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.42-branch/reference/batch-materialization.md) - [Snowflake](https://docs.feast.dev/v0.42-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.42-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.42-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.42-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.42-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.42-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.42-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.42-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.42-branch/reference/feature-servers/go-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.42-branch/reference/feature-servers/offline-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.42-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.42-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.42-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.42-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.42-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.42-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.42-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.42-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.42-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.42-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.42-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.42-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.42-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.42-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.43-branch - [Introduction](https://docs.feast.dev/v0.43-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.43-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.43-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.43-branch/getting-started/quickstart.md) - [Architecture](https://docs.feast.dev/v0.43-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.43-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.43-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.43-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.43-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.43-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.43-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.43-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.43-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.43-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.43-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.43-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.43-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.43-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.43-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.43-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.43-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.43-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.43-branch/getting-started/concepts/tags.md) - [Components](https://docs.feast.dev/v0.43-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.43-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.43-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.43-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.43-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.43-branch/getting-started/components/feature-server.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.43-branch/getting-started/components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.43-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.43-branch/getting-started/components/authz_manager.md) - [Third party integrations](https://docs.feast.dev/v0.43-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.43-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.43-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.43-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.43-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.43-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.43-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.43-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.43-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.43-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.43-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.43-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.43-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.43-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.43-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.43-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.43-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.43-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.43-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.43-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.43-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.43-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.43-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.43-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.43-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.43-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.43-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.43-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.43-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.43-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.43-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.43-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.43-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.43-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.43-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.43-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.43-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.43-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.43-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.43-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.43-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.43-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.43-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.43-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.43-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.43-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.43-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.43-branch/reference/offline-stores/duckdb.md) - [Spark (contrib)](https://docs.feast.dev/v0.43-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.43-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.43-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.43-branch/reference/offline-stores/mssql.md) - [Remote Offline](https://docs.feast.dev/v0.43-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.43-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.43-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.43-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.43-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.43-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.43-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.43-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.43-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.43-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.43-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.43-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.43-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.43-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.43-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.43-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.43-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.43-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.43-branch/reference/online-stores/singlestore.md) - [Registries](https://docs.feast.dev/v0.43-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.43-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.43-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.43-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.43-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.43-branch/reference/registries/snowflake.md) - [Providers](https://docs.feast.dev/v0.43-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.43-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.43-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.43-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.43-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.43-branch/reference/batch-materialization.md) - [Snowflake](https://docs.feast.dev/v0.43-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.43-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.43-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.43-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.43-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.43-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.43-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.43-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.43-branch/reference/feature-servers/go-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.43-branch/reference/feature-servers/offline-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.43-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.43-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.43-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.43-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.43-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.43-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.43-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.43-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.43-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.43-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.43-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.43-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.43-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.43-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.45-branch - [Introduction](https://docs.feast.dev/v0.45-branch/readme.md) - [Community & getting help](https://docs.feast.dev/v0.45-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.45-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.45-branch/getting-started/quickstart.md) - [Architecture](https://docs.feast.dev/v0.45-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.45-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.45-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.45-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.45-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.45-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.45-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.45-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.45-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.45-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.45-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.45-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.45-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.45-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.45-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.45-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.45-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.45-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.45-branch/getting-started/concepts/tags.md) - [Components](https://docs.feast.dev/v0.45-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.45-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.45-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.45-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.45-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.45-branch/getting-started/components/feature-server.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.45-branch/getting-started/components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.45-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.45-branch/getting-started/components/authz_manager.md) - [Third party integrations](https://docs.feast.dev/v0.45-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.45-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.45-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.45-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.45-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.45-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.45-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.45-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.45-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.45-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.45-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.45-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.45-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.45-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.45-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.45-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.45-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.45-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.45-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.45-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.45-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.45-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.45-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.45-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.45-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.45-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.45-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.45-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.45-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.45-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.45-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.45-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.45-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.45-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.45-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.45-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.45-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.45-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.45-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.45-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.45-branch/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.45-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.45-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.45-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.45-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.45-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.45-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.45-branch/reference/offline-stores/duckdb.md) - [Spark (contrib)](https://docs.feast.dev/v0.45-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.45-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.45-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.45-branch/reference/offline-stores/mssql.md) - [Remote Offline](https://docs.feast.dev/v0.45-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.45-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.45-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.45-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.45-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.45-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.45-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.45-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.45-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.45-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.45-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.45-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.45-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.45-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.45-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.45-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.45-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.45-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.45-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.45-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.45-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.45-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.45-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.45-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.45-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.45-branch/reference/registries/snowflake.md) - [Providers](https://docs.feast.dev/v0.45-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.45-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.45-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.45-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.45-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.45-branch/reference/batch-materialization.md) - [Snowflake](https://docs.feast.dev/v0.45-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.45-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.45-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.45-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.45-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.45-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.45-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.45-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.45-branch/reference/feature-servers/go-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.45-branch/reference/feature-servers/offline-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.45-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.45-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.45-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.45-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.45-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.45-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.45-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.45-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.45-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.45-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.45-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.45-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.45-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.45-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.45-branch - [Introduction](https://docs.feast.dev/v0.45-branch-1/readme.md) - [Community & getting help](https://docs.feast.dev/v0.45-branch-1/community.md) - [Roadmap](https://docs.feast.dev/v0.45-branch-1/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.45-branch-1/getting-started/quickstart.md) - [Architecture](https://docs.feast.dev/v0.45-branch-1/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.45-branch-1/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.45-branch-1/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.45-branch-1/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.45-branch-1/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.45-branch-1/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.45-branch-1/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.45-branch-1/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.45-branch-1/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.45-branch-1/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.45-branch-1/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.45-branch-1/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.45-branch-1/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.45-branch-1/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.45-branch-1/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.45-branch-1/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.45-branch-1/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.45-branch-1/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.45-branch-1/getting-started/concepts/tags.md) - [Components](https://docs.feast.dev/v0.45-branch-1/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.45-branch-1/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.45-branch-1/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.45-branch-1/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.45-branch-1/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.45-branch-1/getting-started/components/feature-server.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.45-branch-1/getting-started/components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.45-branch-1/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.45-branch-1/getting-started/components/authz_manager.md) - [Third party integrations](https://docs.feast.dev/v0.45-branch-1/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.45-branch-1/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.45-branch-1/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.45-branch-1/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.45-branch-1/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.45-branch-1/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.45-branch-1/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.45-branch-1/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.45-branch-1/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.45-branch-1/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.45-branch-1/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.45-branch-1/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.45-branch-1/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.45-branch-1/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.45-branch-1/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.45-branch-1/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.45-branch-1/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.45-branch-1/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.45-branch-1/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.45-branch-1/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.45-branch-1/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.45-branch-1/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.45-branch-1/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.45-branch-1/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.45-branch-1/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.45-branch-1/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.45-branch-1/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.45-branch-1/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.45-branch-1/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.45-branch-1/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.45-branch-1/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.45-branch-1/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.45-branch-1/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.45-branch-1/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.45-branch-1/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.45-branch-1/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.45-branch-1/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.45-branch-1/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.45-branch-1/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.45-branch-1/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.45-branch-1/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.45-branch-1/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.45-branch-1/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.45-branch-1/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.45-branch-1/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.45-branch-1/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.45-branch-1/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.45-branch-1/reference/offline-stores/duckdb.md) - [Spark (contrib)](https://docs.feast.dev/v0.45-branch-1/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.45-branch-1/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.45-branch-1/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.45-branch-1/reference/offline-stores/mssql.md) - [Remote Offline](https://docs.feast.dev/v0.45-branch-1/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.45-branch-1/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.45-branch-1/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.45-branch-1/reference/registries.md) - [Local](https://docs.feast.dev/v0.45-branch-1/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.45-branch-1/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.45-branch-1/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.45-branch-1/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.45-branch-1/reference/registries/snowflake.md) - [Providers](https://docs.feast.dev/v0.45-branch-1/reference/providers.md) - [Local](https://docs.feast.dev/v0.45-branch-1/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.45-branch-1/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.45-branch-1/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.45-branch-1/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.45-branch-1/reference/batch-materialization.md) - [Snowflake](https://docs.feast.dev/v0.45-branch-1/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.45-branch-1/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.45-branch-1/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.45-branch-1/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.45-branch-1/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.45-branch-1/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.45-branch-1/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.45-branch-1/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.45-branch-1/reference/feature-servers/go-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.45-branch-1/reference/feature-servers/offline-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.45-branch-1/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.45-branch-1/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.45-branch-1/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.45-branch-1/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.45-branch-1/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.45-branch-1/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.45-branch-1/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.45-branch-1/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.45-branch-1/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.45-branch-1/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.45-branch-1/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.45-branch-1/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.45-branch-1/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.45-branch-1/project/feast-0.9-vs-feast-0.10+.md) ## v0.46-branch - [Introduction](https://docs.feast.dev/v0.46/readme.md) - [Blog](https://docs.feast.dev/v0.46/blog.md) - [Community & getting help](https://docs.feast.dev/v0.46/community.md) - [Roadmap](https://docs.feast.dev/v0.46/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.46/getting-started/quickstart.md) - [Architecture](https://docs.feast.dev/v0.46/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.46/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.46/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.46/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.46/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.46/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.46/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.46/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.46/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.46/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.46/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.46/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.46/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.46/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.46/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.46/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.46/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.46/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.46/getting-started/concepts/tags.md) - [Components](https://docs.feast.dev/v0.46/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.46/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.46/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.46/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.46/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.46/getting-started/components/feature-server.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.46/getting-started/components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.46/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.46/getting-started/components/authz_manager.md) - [Third party integrations](https://docs.feast.dev/v0.46/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.46/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.46/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.46/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.46/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.46/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.46/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.46/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.46/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.46/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.46/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.46/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.46/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.46/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.46/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.46/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.46/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.46/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.46/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.46/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.46/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.46/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.46/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.46/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.46/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.46/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.46/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.46/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.46/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.46/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.46/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.46/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.46/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.46/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.46/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.46/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.46/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.46/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.46/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.46/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.46/reference/data-sources/mssql.md) - [Offline stores](https://docs.feast.dev/v0.46/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.46/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.46/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.46/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.46/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.46/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.46/reference/offline-stores/duckdb.md) - [Spark (contrib)](https://docs.feast.dev/v0.46/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.46/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.46/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.46/reference/offline-stores/mssql.md) - [Remote Offline](https://docs.feast.dev/v0.46/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.46/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.46/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.46/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.46/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.46/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.46/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.46/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.46/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.46/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.46/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.46/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.46/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.46/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.46/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.46/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.46/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.46/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.46/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.46/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.46/reference/registries.md) - [Local](https://docs.feast.dev/v0.46/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.46/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.46/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.46/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.46/reference/registries/snowflake.md) - [Providers](https://docs.feast.dev/v0.46/reference/providers.md) - [Local](https://docs.feast.dev/v0.46/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.46/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.46/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.46/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.46/reference/batch-materialization.md) - [Snowflake](https://docs.feast.dev/v0.46/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.46/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.46/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.46/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.46/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.46/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.46/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.46/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.46/reference/feature-servers/go-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.46/reference/feature-servers/offline-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.46/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.46/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.46/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.46/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.46/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.46/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.46/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.46/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.46/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.46/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.46/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.46/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.46/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.46/project/feast-0.9-vs-feast-0.10+.md) ## v0.47-branch - [Introduction](https://docs.feast.dev/v0.47-branch/readme.md) - [Blog](https://docs.feast.dev/v0.47-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.47-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.47-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.47-branch/getting-started/quickstart.md) - [Architecture](https://docs.feast.dev/v0.47-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.47-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.47-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.47-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.47-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.47-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.47-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.47-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.47-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.47-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.47-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.47-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.47-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.47-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.47-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.47-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.47-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.47-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.47-branch/getting-started/concepts/tags.md) - [Components](https://docs.feast.dev/v0.47-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.47-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.47-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.47-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.47-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.47-branch/getting-started/components/feature-server.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.47-branch/getting-started/components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.47-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.47-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.47-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.47-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.47-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.47-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.47-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.47-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.47-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.47-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.47-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.47-branch/tutorials/building-streaming-features.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.47-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.47-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.47-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.47-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.47-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.47-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.47-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.47-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.47-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.47-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.47-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.47-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.47-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.47-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.47-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.47-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.47-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.47-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.47-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.47-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.47-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.47-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.47-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.47-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.47-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.47-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.47-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.47-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.47-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.47-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.47-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.47-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.47-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.47-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.47-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.47-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.47-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.47-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.47-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.47-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.47-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.47-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.47-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.47-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.47-branch/reference/offline-stores/mssql.md) - [Remote Offline](https://docs.feast.dev/v0.47-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.47-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.47-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.47-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.47-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.47-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.47-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.47-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.47-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.47-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.47-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.47-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.47-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.47-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.47-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.47-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.47-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.47-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.47-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.47-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.47-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.47-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.47-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.47-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.47-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.47-branch/reference/registries/snowflake.md) - [Providers](https://docs.feast.dev/v0.47-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.47-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.47-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.47-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.47-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.47-branch/reference/batch-materialization.md) - [Snowflake](https://docs.feast.dev/v0.47-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.47-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.47-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.47-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.47-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.47-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.47-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.47-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.47-branch/reference/feature-servers/alpha-go-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.47-branch/reference/feature-servers/offline-feature-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.47-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.47-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.47-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.47-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.47-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.47-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.47-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.47-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.47-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.47-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.47-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.47-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.47-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.47-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.48-branch - [Introduction](https://docs.feast.dev/v0.48-branch/readme.md) - [Blog](https://docs.feast.dev/v0.48-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.48-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.48-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.48-branch/getting-started/quickstart.md) - [Architecture](https://docs.feast.dev/v0.48-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.48-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.48-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.48-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.48-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.48-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.48-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.48-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.48-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.48-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.48-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.48-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.48-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.48-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.48-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.48-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.48-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.48-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.48-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.48-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.48-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.48-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.48-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.48-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.48-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.48-branch/getting-started/components/feature-server.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.48-branch/getting-started/components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.48-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.48-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.48-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.48-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.48-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.48-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.48-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.48-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.48-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.48-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.48-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.48-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.48-branch/tutorials/rag-with-docling.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.48-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.48-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.48-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.48-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.48-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.48-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.48-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.48-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.48-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.48-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.48-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.48-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.48-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.48-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.48-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.48-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.48-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.48-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.48-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.48-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.48-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.48-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.48-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.48-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.48-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.48-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.48-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.48-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.48-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.48-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.48-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.48-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.48-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.48-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.48-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.48-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.48-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.48-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.48-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.48-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.48-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.48-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.48-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.48-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.48-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.48-branch/reference/offline-stores/clickhouse.md) - [Remote Offline](https://docs.feast.dev/v0.48-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.48-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.48-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.48-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.48-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.48-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.48-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.48-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.48-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.48-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.48-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.48-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.48-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.48-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.48-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.48-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.48-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.48-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.48-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.48-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.48-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.48-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.48-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.48-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.48-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.48-branch/reference/registries/snowflake.md) - [Providers](https://docs.feast.dev/v0.48-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.48-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.48-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.48-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.48-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.48-branch/reference/batch-materialization.md) - [Snowflake](https://docs.feast.dev/v0.48-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.48-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.48-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.48-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.48-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.48-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.48-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.48-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.48-branch/reference/feature-servers/alpha-go-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.48-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.48-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.48-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.48-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.48-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.48-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.48-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.48-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.48-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.48-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.48-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.48-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.48-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.48-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.48-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.48-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.49-branch - [Introduction](https://docs.feast.dev/v0.49-branch/readme.md) - [Blog](https://docs.feast.dev/v0.49-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.49-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.49-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.49-branch/getting-started/quickstart.md) - [Architecture](https://docs.feast.dev/v0.49-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.49-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.49-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.49-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.49-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.49-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.49-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.49-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.49-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.49-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.49-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.49-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.49-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.49-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.49-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.49-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.49-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.49-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.49-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.49-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.49-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.49-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.49-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.49-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.49-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.49-branch/getting-started/components/feature-server.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.49-branch/getting-started/components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.49-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.49-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.49-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.49-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.49-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.49-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.49-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.49-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.49-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.49-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.49-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.49-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.49-branch/tutorials/rag-with-docling.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.49-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.49-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.49-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.49-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.49-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.49-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.49-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.49-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.49-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.49-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.49-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.49-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.49-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.49-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.49-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.49-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.49-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.49-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.49-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.49-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.49-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.49-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.49-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.49-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.49-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.49-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.49-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.49-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.49-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.49-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.49-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.49-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.49-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.49-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.49-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.49-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.49-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.49-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.49-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.49-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.49-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.49-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.49-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.49-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.49-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.49-branch/reference/offline-stores/clickhouse.md) - [Remote Offline](https://docs.feast.dev/v0.49-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.49-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.49-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.49-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.49-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.49-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.49-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.49-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.49-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.49-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.49-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.49-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.49-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.49-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.49-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.49-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.49-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.49-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.49-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.49-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.49-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.49-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.49-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.49-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.49-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.49-branch/reference/registries/snowflake.md) - [Providers](https://docs.feast.dev/v0.49-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.49-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.49-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.49-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.49-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.49-branch/reference/batch-materialization.md) - [Snowflake](https://docs.feast.dev/v0.49-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.49-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.49-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.49-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.49-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.49-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.49-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.49-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.49-branch/reference/feature-servers/alpha-go-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.49-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.49-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.49-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.49-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.49-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.49-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.49-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.49-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.49-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.49-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.49-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.49-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.49-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.49-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.49-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.49-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.50-branch - [Introduction](https://docs.feast.dev/v0.50-branch/readme.md) - [Blog](https://docs.feast.dev/v0.50-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.50-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.50-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.50-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.50-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.50-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.50-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.50-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.50-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.50-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.50-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.50-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.50-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.50-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.50-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.50-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.50-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.50-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.50-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.50-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.50-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.50-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.50-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.50-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.50-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.50-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.50-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.50-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.50-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.50-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.50-branch/getting-started/components/feature-server.md) - [Batch Materialization Engine](https://docs.feast.dev/v0.50-branch/getting-started/components/batch-materialization-engine.md) - [Provider](https://docs.feast.dev/v0.50-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.50-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.50-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.50-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.50-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.50-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.50-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.50-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.50-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.50-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.50-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.50-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.50-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.50-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.50-branch/tutorials/mcp_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.50-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.50-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.50-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.50-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.50-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.50-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.50-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.50-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.50-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.50-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.50-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.50-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.50-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.50-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.50-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.50-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.50-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.50-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.50-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.50-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.50-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.50-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.50-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.50-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.50-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.50-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.50-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.50-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.50-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.50-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.50-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.50-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.50-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.50-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.50-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.50-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.50-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.50-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.50-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.50-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.50-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.50-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.50-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.50-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.50-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.50-branch/reference/offline-stores/clickhouse.md) - [Remote Offline](https://docs.feast.dev/v0.50-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.50-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.50-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.50-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.50-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.50-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.50-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.50-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.50-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.50-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.50-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.50-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.50-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.50-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.50-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.50-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.50-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.50-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.50-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.50-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.50-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.50-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.50-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.50-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.50-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.50-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.50-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.50-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.50-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.50-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.50-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.50-branch/reference/providers/azure.md) - [Batch Materialization Engines](https://docs.feast.dev/v0.50-branch/reference/batch-materialization.md) - [Snowflake](https://docs.feast.dev/v0.50-branch/reference/batch-materialization/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.50-branch/reference/batch-materialization/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.50-branch/reference/batch-materialization/spark.md) - [Feature repository](https://docs.feast.dev/v0.50-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.50-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.50-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.50-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.50-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.50-branch/reference/feature-servers/alpha-go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.50-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.50-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.50-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.50-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.50-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.50-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.50-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.50-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.50-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.50-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.50-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.50-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.50-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.50-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.50-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.50-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.50-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.51-branch - [Introduction](https://docs.feast.dev/v0.51-branch/readme.md) - [Blog](https://docs.feast.dev/v0.51-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.51-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.51-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.51-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.51-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.51-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.51-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.51-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.51-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.51-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.51-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.51-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.51-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.51-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.51-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.51-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.51-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.51-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.51-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.51-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.51-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.51-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.51-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.51-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.51-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.51-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.51-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.51-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.51-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.51-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.51-branch/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/v0.51-branch/getting-started/components/compute-engine.md) - [Provider](https://docs.feast.dev/v0.51-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.51-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.51-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.51-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.51-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.51-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.51-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.51-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.51-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.51-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.51-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.51-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.51-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.51-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.51-branch/tutorials/mcp_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.51-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.51-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.51-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.51-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.51-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.51-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.51-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.51-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.51-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.51-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.51-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.51-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.51-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.51-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.51-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.51-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.51-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.51-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.51-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.51-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.51-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.51-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.51-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.51-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.51-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.51-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.51-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.51-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.51-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.51-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.51-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.51-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.51-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.51-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.51-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.51-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.51-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.51-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.51-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.51-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.51-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.51-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.51-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.51-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.51-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.51-branch/reference/offline-stores/clickhouse.md) - [Remote Offline](https://docs.feast.dev/v0.51-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.51-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.51-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.51-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.51-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.51-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.51-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.51-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.51-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.51-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.51-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.51-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.51-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.51-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.51-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.51-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.51-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.51-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.51-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.51-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.51-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.51-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.51-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.51-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.51-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.51-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.51-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.51-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.51-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.51-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.51-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.51-branch/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/v0.51-branch/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/v0.51-branch/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.51-branch/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.51-branch/reference/compute-engine/spark.md) - [Feature repository](https://docs.feast.dev/v0.51-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.51-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.51-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.51-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.51-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.51-branch/reference/feature-servers/alpha-go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.51-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.51-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.51-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.51-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.51-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.51-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.51-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.51-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.51-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.51-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.51-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.51-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.51-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.51-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.51-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.51-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.51-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.52-branch - [Introduction](https://docs.feast.dev/v0.52-branch/readme.md) - [Blog](https://docs.feast.dev/v0.52-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.52-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.52-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.52-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.52-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.52-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.52-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.52-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.52-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.52-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.52-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.52-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.52-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.52-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.52-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.52-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.52-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.52-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.52-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.52-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.52-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.52-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.52-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.52-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.52-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.52-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.52-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.52-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.52-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.52-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.52-branch/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/v0.52-branch/getting-started/components/compute-engine.md) - [Provider](https://docs.feast.dev/v0.52-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.52-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.52-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.52-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.52-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.52-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.52-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.52-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.52-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.52-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.52-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.52-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.52-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.52-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.52-branch/tutorials/mcp_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.52-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.52-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.52-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.52-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.52-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.52-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.52-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.52-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.52-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.52-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.52-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.52-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.52-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.52-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.52-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.52-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.52-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.52-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.52-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.52-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.52-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.52-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.52-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.52-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.52-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.52-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.52-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.52-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.52-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.52-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.52-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.52-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.52-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.52-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.52-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.52-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.52-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.52-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.52-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.52-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.52-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.52-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.52-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.52-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.52-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.52-branch/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/v0.52-branch/reference/offline-stores/ray.md) - [Remote Offline](https://docs.feast.dev/v0.52-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.52-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.52-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.52-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.52-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.52-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.52-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.52-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.52-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.52-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.52-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.52-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.52-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.52-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.52-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.52-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.52-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.52-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.52-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.52-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.52-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.52-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.52-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.52-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.52-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.52-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.52-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.52-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.52-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.52-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.52-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.52-branch/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/v0.52-branch/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/v0.52-branch/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.52-branch/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.52-branch/reference/compute-engine/spark.md) - [Ray (contrib)](https://docs.feast.dev/v0.52-branch/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/v0.52-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.52-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.52-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.52-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.52-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.52-branch/reference/feature-servers/alpha-go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.52-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.52-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.52-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.52-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.52-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.52-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.52-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.52-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.52-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.52-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.52-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.52-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.52-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.52-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.52-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.52-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.52-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.53-branch - [Introduction](https://docs.feast.dev/v0.53-branch/readme.md) - [Blog](https://docs.feast.dev/v0.53-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.53-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.53-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.53-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.53-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.53-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.53-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.53-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.53-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.53-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.53-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.53-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.53-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.53-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.53-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.53-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.53-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.53-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.53-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.53-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.53-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.53-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.53-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.53-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.53-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.53-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.53-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.53-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.53-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.53-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.53-branch/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/v0.53-branch/getting-started/components/compute-engine.md) - [Provider](https://docs.feast.dev/v0.53-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.53-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.53-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.53-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.53-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.53-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.53-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.53-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.53-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.53-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.53-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.53-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.53-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.53-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.53-branch/tutorials/mcp_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.53-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.53-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.53-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.53-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.53-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.53-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.53-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.53-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.53-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.53-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.53-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.53-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.53-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.53-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.53-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.53-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.53-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.53-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.53-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.53-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.53-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.53-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.53-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.53-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.53-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.53-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.53-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.53-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.53-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.53-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.53-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.53-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.53-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.53-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.53-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.53-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.53-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.53-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.53-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.53-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.53-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.53-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.53-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.53-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.53-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.53-branch/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/v0.53-branch/reference/offline-stores/ray.md) - [Remote Offline](https://docs.feast.dev/v0.53-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.53-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.53-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.53-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.53-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.53-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.53-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.53-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.53-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.53-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.53-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.53-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.53-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.53-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.53-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.53-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.53-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.53-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.53-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.53-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.53-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.53-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.53-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.53-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.53-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.53-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.53-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.53-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.53-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.53-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.53-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.53-branch/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/v0.53-branch/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/v0.53-branch/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.53-branch/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.53-branch/reference/compute-engine/spark.md) - [Ray (contrib)](https://docs.feast.dev/v0.53-branch/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/v0.53-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.53-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.53-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.53-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.53-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.53-branch/reference/feature-servers/alpha-go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.53-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.53-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.53-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.53-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.53-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.53-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.53-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.53-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.53-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.53-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.53-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.53-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.53-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.53-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.53-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.53-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.53-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.54-branch - [Introduction](https://docs.feast.dev/v0.54-branch/readme.md) - [Blog](https://docs.feast.dev/v0.54-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.54-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.54-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.54-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.54-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.54-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.54-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.54-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.54-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.54-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.54-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.54-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.54-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.54-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.54-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.54-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.54-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.54-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.54-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.54-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.54-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.54-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.54-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.54-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.54-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.54-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.54-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.54-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.54-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.54-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.54-branch/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/v0.54-branch/getting-started/components/compute-engine.md) - [Provider](https://docs.feast.dev/v0.54-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.54-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.54-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.54-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.54-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.54-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.54-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.54-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.54-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.54-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.54-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.54-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.54-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.54-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.54-branch/tutorials/mcp_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.54-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.54-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.54-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.54-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.54-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.54-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.54-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.54-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.54-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.54-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.54-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.54-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.54-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.54-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.54-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.54-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.54-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.54-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.54-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.54-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.54-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.54-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.54-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.54-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.54-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.54-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.54-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.54-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.54-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.54-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.54-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.54-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.54-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.54-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.54-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.54-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.54-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.54-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.54-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.54-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.54-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.54-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.54-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.54-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.54-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.54-branch/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/v0.54-branch/reference/offline-stores/ray.md) - [Remote Offline](https://docs.feast.dev/v0.54-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.54-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.54-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.54-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.54-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.54-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.54-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.54-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.54-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.54-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.54-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.54-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.54-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.54-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.54-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.54-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.54-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.54-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.54-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.54-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.54-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.54-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.54-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.54-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.54-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.54-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.54-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.54-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.54-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.54-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.54-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.54-branch/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/v0.54-branch/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/v0.54-branch/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.54-branch/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.54-branch/reference/compute-engine/spark.md) - [Ray (contrib)](https://docs.feast.dev/v0.54-branch/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/v0.54-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.54-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.54-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.54-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.54-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.54-branch/reference/feature-servers/alpha-go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.54-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.54-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.54-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.54-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.54-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.54-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.54-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.54-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.54-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.54-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.54-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.54-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.54-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.54-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.54-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.54-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.54-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.55-branch - [Introduction](https://docs.feast.dev/v0.55-branch/readme.md) - [Blog](https://docs.feast.dev/v0.55-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.55-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.55-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.55-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.55-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.55-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.55-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.55-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.55-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.55-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.55-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.55-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.55-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.55-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.55-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.55-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.55-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.55-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.55-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.55-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.55-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.55-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.55-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.55-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.55-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.55-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.55-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.55-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.55-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.55-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.55-branch/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/v0.55-branch/getting-started/components/compute-engine.md) - [Provider](https://docs.feast.dev/v0.55-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.55-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.55-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.55-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.55-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.55-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.55-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.55-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.55-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.55-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.55-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.55-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.55-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.55-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.55-branch/tutorials/mcp_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.55-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.55-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.55-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.55-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.55-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.55-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.55-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.55-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.55-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.55-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.55-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.55-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.55-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.55-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.55-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.55-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.55-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.55-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.55-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.55-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.55-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.55-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.55-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.55-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.55-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.55-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.55-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.55-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.55-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.55-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.55-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.55-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.55-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.55-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.55-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.55-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.55-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.55-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.55-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.55-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.55-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.55-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.55-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.55-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.55-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.55-branch/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/v0.55-branch/reference/offline-stores/ray.md) - [Remote Offline](https://docs.feast.dev/v0.55-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.55-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.55-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.55-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.55-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.55-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.55-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.55-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.55-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.55-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.55-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.55-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.55-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.55-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.55-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.55-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.55-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.55-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.55-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.55-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.55-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.55-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.55-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.55-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.55-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.55-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.55-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.55-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.55-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.55-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.55-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.55-branch/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/v0.55-branch/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/v0.55-branch/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.55-branch/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.55-branch/reference/compute-engine/spark.md) - [Ray (contrib)](https://docs.feast.dev/v0.55-branch/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/v0.55-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.55-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.55-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.55-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.55-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.55-branch/reference/feature-servers/alpha-go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.55-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.55-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.55-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.55-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.55-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.55-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.55-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.55-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.55-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.55-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.55-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.55-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.55-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.55-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.55-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.55-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.55-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.56-branch - [Introduction](https://docs.feast.dev/v0.56-branch/readme.md) - [Blog](https://docs.feast.dev/v0.56-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.56-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.56-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.56-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.56-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.56-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.56-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.56-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.56-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.56-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.56-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.56-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.56-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.56-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.56-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.56-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.56-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.56-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.56-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.56-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.56-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.56-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.56-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.56-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.56-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.56-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.56-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.56-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.56-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.56-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.56-branch/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/v0.56-branch/getting-started/components/compute-engine.md) - [Provider](https://docs.feast.dev/v0.56-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.56-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.56-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.56-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.56-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.56-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.56-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.56-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.56-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.56-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.56-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.56-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.56-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.56-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.56-branch/tutorials/mcp_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.56-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.56-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.56-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.56-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.56-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.56-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.56-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.56-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.56-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.56-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.56-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.56-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.56-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.56-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.56-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.56-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.56-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.56-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.56-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.56-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.56-branch/reference/data-sources/overview.md) - [File](https://docs.feast.dev/v0.56-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.56-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.56-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.56-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.56-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.56-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.56-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.56-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.56-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.56-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.56-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.56-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.56-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.56-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.56-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.56-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.56-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.56-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.56-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.56-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.56-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.56-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.56-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.56-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.56-branch/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/v0.56-branch/reference/offline-stores/ray.md) - [Remote Offline](https://docs.feast.dev/v0.56-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.56-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.56-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.56-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.56-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.56-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.56-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.56-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.56-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.56-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.56-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.56-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.56-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.56-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.56-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.56-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.56-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.56-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.56-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.56-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.56-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.56-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.56-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.56-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.56-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.56-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.56-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.56-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.56-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.56-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.56-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.56-branch/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/v0.56-branch/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/v0.56-branch/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.56-branch/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.56-branch/reference/compute-engine/spark.md) - [Ray (contrib)](https://docs.feast.dev/v0.56-branch/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/v0.56-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.56-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.56-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.56-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.56-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.56-branch/reference/feature-servers/alpha-go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.56-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.56-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.56-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.56-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.56-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.56-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.56-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.56-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.56-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.56-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.56-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.56-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.56-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.56-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.56-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.56-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.56-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.57-branch - [Introduction](https://docs.feast.dev/v0.57-branch/readme.md) - [Blog](https://docs.feast.dev/v0.57-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.57-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.57-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.57-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.57-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.57-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.57-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.57-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.57-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.57-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.57-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.57-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.57-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.57-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.57-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.57-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.57-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.57-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.57-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.57-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.57-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.57-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.57-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.57-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.57-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.57-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.57-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.57-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.57-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.57-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.57-branch/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/v0.57-branch/getting-started/components/compute-engine.md) - [Provider](https://docs.feast.dev/v0.57-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.57-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.57-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.57-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.57-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.57-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.57-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.57-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.57-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.57-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.57-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.57-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.57-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.57-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.57-branch/tutorials/mcp_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.57-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.57-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.57-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.57-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.57-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.57-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.57-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.57-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.57-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.57-branch/how-to-guides/running-feast-in-production.md) - [Customizing Feast](https://docs.feast.dev/v0.57-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.57-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.57-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.57-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.57-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.57-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.57-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.57-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.57-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.57-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.57-branch/reference/data-sources/overview.md) - [Table formats](https://docs.feast.dev/v0.57-branch/reference/data-sources/table-formats.md) - [File](https://docs.feast.dev/v0.57-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.57-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.57-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.57-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.57-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.57-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.57-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.57-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.57-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.57-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.57-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.57-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.57-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.57-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.57-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.57-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.57-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.57-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.57-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.57-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.57-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.57-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.57-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.57-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.57-branch/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/v0.57-branch/reference/offline-stores/ray.md) - [Remote Offline](https://docs.feast.dev/v0.57-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.57-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.57-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.57-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.57-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.57-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.57-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.57-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.57-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.57-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.57-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.57-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.57-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.57-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.57-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.57-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.57-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.57-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.57-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.57-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.57-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.57-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.57-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.57-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.57-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.57-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.57-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.57-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.57-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.57-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.57-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.57-branch/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/v0.57-branch/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/v0.57-branch/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.57-branch/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.57-branch/reference/compute-engine/spark.md) - [Ray (contrib)](https://docs.feast.dev/v0.57-branch/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/v0.57-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.57-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.57-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.57-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.57-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.57-branch/reference/feature-servers/go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.57-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.57-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.57-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.57-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.57-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.57-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.57-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.57-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.57-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.57-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.57-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.57-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.57-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.57-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.57-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.57-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.57-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.58-branch - [Introduction](https://docs.feast.dev/v0.58-branch/readme.md) - [Blog](https://docs.feast.dev/v0.58-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.58-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.58-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.58-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.58-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.58-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.58-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.58-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.58-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.58-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.58-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.58-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.58-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.58-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.58-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.58-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.58-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.58-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.58-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.58-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.58-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.58-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.58-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.58-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.58-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.58-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.58-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.58-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.58-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.58-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.58-branch/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/v0.58-branch/getting-started/components/compute-engine.md) - [Provider](https://docs.feast.dev/v0.58-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.58-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.58-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.58-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.58-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.58-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.58-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.58-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.58-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.58-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.58-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.58-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.58-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.58-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.58-branch/tutorials/mcp_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.58-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.58-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.58-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.58-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.58-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.58-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.58-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.58-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.58-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.58-branch/how-to-guides/running-feast-in-production.md) - [Feast on Kubernetes](https://docs.feast.dev/v0.58-branch/how-to-guides/feast-on-kubernetes.md) - [Customizing Feast](https://docs.feast.dev/v0.58-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.58-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.58-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.58-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.58-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.58-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.58-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Codebase Structure](https://docs.feast.dev/v0.58-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.58-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.58-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.58-branch/reference/data-sources/overview.md) - [Table formats](https://docs.feast.dev/v0.58-branch/reference/data-sources/table-formats.md) - [File](https://docs.feast.dev/v0.58-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.58-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.58-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.58-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.58-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.58-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.58-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.58-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.58-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.58-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.58-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.58-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.58-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.58-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.58-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.58-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.58-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.58-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.58-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.58-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.58-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.58-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.58-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.58-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.58-branch/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/v0.58-branch/reference/offline-stores/ray.md) - [Remote Offline](https://docs.feast.dev/v0.58-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.58-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.58-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.58-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.58-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.58-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.58-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.58-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.58-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.58-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.58-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.58-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.58-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.58-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.58-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.58-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.58-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.58-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.58-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.58-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.58-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.58-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.58-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.58-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.58-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.58-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.58-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.58-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.58-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.58-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.58-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.58-branch/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/v0.58-branch/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/v0.58-branch/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.58-branch/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.58-branch/reference/compute-engine/spark.md) - [Ray (contrib)](https://docs.feast.dev/v0.58-branch/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/v0.58-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.58-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.58-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.58-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.58-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.58-branch/reference/feature-servers/go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.58-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.58-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.58-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.58-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.58-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.58-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.58-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.58-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.58-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.58-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.58-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.58-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.58-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.58-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.58-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.58-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.58-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.59-branch - [Introduction](https://docs.feast.dev/v0.59-branch/readme.md) - [Blog](https://docs.feast.dev/v0.59-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.59-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.59-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.59-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.59-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.59-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.59-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.59-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.59-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.59-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.59-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.59-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.59-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.59-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.59-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.59-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.59-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.59-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.59-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.59-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.59-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.59-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.59-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.59-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.59-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.59-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.59-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.59-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.59-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.59-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.59-branch/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/v0.59-branch/getting-started/components/compute-engine.md) - [Provider](https://docs.feast.dev/v0.59-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.59-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.59-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.59-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.59-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.59-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.59-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.59-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.59-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.59-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.59-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.59-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.59-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.59-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.59-branch/tutorials/mcp_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.59-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.59-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.59-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.59-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.59-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.59-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.59-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.59-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.59-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.59-branch/how-to-guides/running-feast-in-production.md) - [Feast on Kubernetes](https://docs.feast.dev/v0.59-branch/how-to-guides/feast-on-kubernetes.md) - [Customizing Feast](https://docs.feast.dev/v0.59-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.59-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.59-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.59-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.59-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.59-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.59-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Importing Features from dbt](https://docs.feast.dev/v0.59-branch/how-to-guides/dbt-integration.md) - [Codebase Structure](https://docs.feast.dev/v0.59-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.59-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.59-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.59-branch/reference/data-sources/overview.md) - [Table formats](https://docs.feast.dev/v0.59-branch/reference/data-sources/table-formats.md) - [File](https://docs.feast.dev/v0.59-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.59-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.59-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.59-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.59-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.59-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.59-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.59-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.59-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.59-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.59-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.59-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.59-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.59-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.59-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.59-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.59-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.59-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.59-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.59-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.59-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.59-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.59-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.59-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.59-branch/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/v0.59-branch/reference/offline-stores/ray.md) - [Remote Offline](https://docs.feast.dev/v0.59-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.59-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.59-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.59-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.59-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.59-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.59-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.59-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.59-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.59-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.59-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.59-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.59-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.59-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.59-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.59-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.59-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.59-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.59-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.59-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.59-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.59-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.59-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.59-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.59-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.59-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.59-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.59-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.59-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.59-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.59-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.59-branch/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/v0.59-branch/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/v0.59-branch/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.59-branch/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.59-branch/reference/compute-engine/spark.md) - [Ray (contrib)](https://docs.feast.dev/v0.59-branch/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/v0.59-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.59-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.59-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.59-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.59-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.59-branch/reference/feature-servers/go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.59-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.59-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.59-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.59-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.59-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Static Artifacts Loading](https://docs.feast.dev/v0.59-branch/reference/alpha-static-artifacts.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.59-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.59-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.59-branch/reference/denormalized.md) - [Feast CLI reference](https://docs.feast.dev/v0.59-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.59-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.59-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.59-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.59-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.59-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.59-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.59-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.59-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.60-branch - [Introduction](https://docs.feast.dev/v0.60-branch/readme.md) - [Blog](https://docs.feast.dev/v0.60-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.60-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.60-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.60-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.60-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.60-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.60-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.60-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.60-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.60-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.60-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.60-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.60-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.60-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.60-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.60-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.60-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.60-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.60-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.60-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.60-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.60-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.60-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.60-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.60-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.60-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.60-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.60-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.60-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.60-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.60-branch/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/v0.60-branch/getting-started/components/compute-engine.md) - [Provider](https://docs.feast.dev/v0.60-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.60-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.60-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.60-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.60-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.60-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.60-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.60-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.60-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.60-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.60-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.60-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.60-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.60-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.60-branch/tutorials/mcp_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.60-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.60-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.60-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.60-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.60-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.60-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.60-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.60-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.60-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Multi-Team Feature Store Setup](https://docs.feast.dev/v0.60-branch/how-to-guides/feast-snowflake-gcp-aws/federated-feature-store.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.60-branch/how-to-guides/running-feast-in-production.md) - [Feast on Kubernetes](https://docs.feast.dev/v0.60-branch/how-to-guides/feast-on-kubernetes.md) - [Customizing Feast](https://docs.feast.dev/v0.60-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.60-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.60-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.60-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.60-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.60-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.60-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Importing Features from dbt](https://docs.feast.dev/v0.60-branch/how-to-guides/dbt-integration.md) - [Codebase Structure](https://docs.feast.dev/v0.60-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.60-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.60-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.60-branch/reference/data-sources/overview.md) - [Table formats](https://docs.feast.dev/v0.60-branch/reference/data-sources/table-formats.md) - [File](https://docs.feast.dev/v0.60-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.60-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.60-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.60-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.60-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.60-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.60-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.60-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.60-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.60-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.60-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.60-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.60-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.60-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.60-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.60-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.60-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.60-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.60-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.60-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.60-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.60-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.60-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.60-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.60-branch/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/v0.60-branch/reference/offline-stores/ray.md) - [Remote Offline](https://docs.feast.dev/v0.60-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.60-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.60-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.60-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.60-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.60-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.60-branch/reference/online-stores/dragonfly.md) - [IKV](https://docs.feast.dev/v0.60-branch/reference/online-stores/ikv.md) - [Datastore](https://docs.feast.dev/v0.60-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.60-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.60-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.60-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.60-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.60-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.60-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.60-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.60-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.60-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.60-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.60-branch/reference/online-stores/milvus.md) - [Registries](https://docs.feast.dev/v0.60-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.60-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.60-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.60-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.60-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.60-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.60-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.60-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.60-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.60-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.60-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.60-branch/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/v0.60-branch/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/v0.60-branch/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.60-branch/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.60-branch/reference/compute-engine/spark.md) - [Ray (contrib)](https://docs.feast.dev/v0.60-branch/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/v0.60-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.60-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.60-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.60-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.60-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.60-branch/reference/feature-servers/go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.60-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.60-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.60-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.60-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.60-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Static Artifacts Loading](https://docs.feast.dev/v0.60-branch/reference/alpha-static-artifacts.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.60-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.60-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.60-branch/reference/denormalized.md) - [OpenLineage Integration](https://docs.feast.dev/v0.60-branch/reference/openlineage.md) - [Feast CLI reference](https://docs.feast.dev/v0.60-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.60-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.60-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.60-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.60-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.60-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.60-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.60-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.60-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.61-branch - [Introduction](https://docs.feast.dev/v0.61-branch/readme.md) - [Blog](https://docs.feast.dev/v0.61-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.61-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.61-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.61-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.61-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.61-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.61-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.61-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.61-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.61-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.61-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.61-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.61-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.61-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.61-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.61-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.61-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.61-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.61-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.61-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.61-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.61-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.61-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.61-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.61-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.61-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.61-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.61-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.61-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.61-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.61-branch/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/v0.61-branch/getting-started/components/compute-engine.md) - [Provider](https://docs.feast.dev/v0.61-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.61-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.61-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.61-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.61-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.61-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.61-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.61-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.61-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.61-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.61-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.61-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.61-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.61-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.61-branch/tutorials/mcp_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.61-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.61-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.61-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.61-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.61-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.61-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.61-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.61-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.61-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Multi-Team Feature Store Setup](https://docs.feast.dev/v0.61-branch/how-to-guides/feast-snowflake-gcp-aws/federated-feature-store.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.61-branch/how-to-guides/running-feast-in-production.md) - [Feast on Kubernetes](https://docs.feast.dev/v0.61-branch/how-to-guides/feast-on-kubernetes.md) - [Customizing Feast](https://docs.feast.dev/v0.61-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.61-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.61-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.61-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.61-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.61-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.61-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Importing Features from dbt](https://docs.feast.dev/v0.61-branch/how-to-guides/dbt-integration.md) - [Codebase Structure](https://docs.feast.dev/v0.61-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.61-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.61-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.61-branch/reference/data-sources/overview.md) - [Table formats](https://docs.feast.dev/v0.61-branch/reference/data-sources/table-formats.md) - [File](https://docs.feast.dev/v0.61-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.61-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.61-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.61-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.61-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.61-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.61-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.61-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.61-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.61-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.61-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.61-branch/reference/data-sources/couchbase.md) - [Offline stores](https://docs.feast.dev/v0.61-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.61-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.61-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.61-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.61-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.61-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.61-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.61-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.61-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.61-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.61-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.61-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.61-branch/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/v0.61-branch/reference/offline-stores/ray.md) - [Remote Offline](https://docs.feast.dev/v0.61-branch/reference/offline-stores/remote-offline-store.md) - [Online stores](https://docs.feast.dev/v0.61-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.61-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.61-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.61-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.61-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.61-branch/reference/online-stores/dragonfly.md) - [Datastore](https://docs.feast.dev/v0.61-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.61-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.61-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.61-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.61-branch/reference/online-stores/postgres.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.61-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.61-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.61-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.61-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.61-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.61-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.61-branch/reference/online-stores/milvus.md) - [MongoDB](https://docs.feast.dev/v0.61-branch/reference/online-stores/mongodb.md) - [Registries](https://docs.feast.dev/v0.61-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.61-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.61-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.61-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.61-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.61-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.61-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.61-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.61-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.61-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.61-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.61-branch/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/v0.61-branch/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/v0.61-branch/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.61-branch/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.61-branch/reference/compute-engine/spark.md) - [Ray (contrib)](https://docs.feast.dev/v0.61-branch/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/v0.61-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.61-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.61-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.61-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.61-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.61-branch/reference/feature-servers/go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.61-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.61-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.61-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.61-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.61-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Static Artifacts Loading](https://docs.feast.dev/v0.61-branch/reference/alpha-static-artifacts.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.61-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.61-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.61-branch/reference/denormalized.md) - [OpenLineage Integration](https://docs.feast.dev/v0.61-branch/reference/openlineage.md) - [Feast CLI reference](https://docs.feast.dev/v0.61-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.61-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.61-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.61-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.61-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.61-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.61-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.61-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.61-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.62-branch - [Introduction](https://docs.feast.dev/v0.62-branch/readme.md) - [Blog](https://docs.feast.dev/v0.62-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.62-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.62-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.62-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.62-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.62-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.62-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.62-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.62-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.62-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.62-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.62-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.62-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.62-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.62-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.62-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.62-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.62-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.62-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.62-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.62-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.62-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.62-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.62-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.62-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.62-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.62-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.62-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.62-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.62-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.62-branch/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/v0.62-branch/getting-started/components/compute-engine.md) - [Provider](https://docs.feast.dev/v0.62-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.62-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.62-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.62-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.62-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.62-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.62-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.62-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.62-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.62-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.62-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.62-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.62-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.62-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.62-branch/tutorials/mcp_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.62-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.62-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.62-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.62-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.62-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.62-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.62-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.62-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.62-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Multi-Team Feature Store Setup](https://docs.feast.dev/v0.62-branch/how-to-guides/feast-snowflake-gcp-aws/federated-feature-store.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.62-branch/how-to-guides/running-feast-in-production.md) - [Feast on Kubernetes](https://docs.feast.dev/v0.62-branch/how-to-guides/feast-on-kubernetes.md) - [Online Server Performance Tuning](https://docs.feast.dev/v0.62-branch/how-to-guides/online-server-performance-tuning.md) - [Customizing Feast](https://docs.feast.dev/v0.62-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.62-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.62-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.62-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.62-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.62-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.62-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Importing Features from dbt](https://docs.feast.dev/v0.62-branch/how-to-guides/dbt-integration.md) - [Codebase Structure](https://docs.feast.dev/v0.62-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.62-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.62-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.62-branch/reference/data-sources/overview.md) - [Table formats](https://docs.feast.dev/v0.62-branch/reference/data-sources/table-formats.md) - [File](https://docs.feast.dev/v0.62-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.62-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.62-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.62-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.62-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.62-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.62-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.62-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.62-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.62-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.62-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.62-branch/reference/data-sources/couchbase.md) - [Oracle (contrib)](https://docs.feast.dev/v0.62-branch/reference/data-sources/oracle.md) - [Athena (contrib)](https://docs.feast.dev/v0.62-branch/reference/data-sources/athena.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.62-branch/reference/data-sources/clickhouse.md) - [Offline stores](https://docs.feast.dev/v0.62-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.62-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.62-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.62-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.62-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.62-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.62-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.62-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.62-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.62-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.62-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.62-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.62-branch/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/v0.62-branch/reference/offline-stores/ray.md) - [Oracle (contrib)](https://docs.feast.dev/v0.62-branch/reference/offline-stores/oracle.md) - [Athena (contrib)](https://docs.feast.dev/v0.62-branch/reference/offline-stores/athena.md) - [Remote Offline](https://docs.feast.dev/v0.62-branch/reference/offline-stores/remote-offline-store.md) - [Hybrid](https://docs.feast.dev/v0.62-branch/reference/offline-stores/hybrid.md) - [Online stores](https://docs.feast.dev/v0.62-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.62-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.62-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.62-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.62-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.62-branch/reference/online-stores/dragonfly.md) - [Datastore](https://docs.feast.dev/v0.62-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.62-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.62-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.62-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.62-branch/reference/online-stores/postgres.md) - [HBase](https://docs.feast.dev/v0.62-branch/reference/online-stores/hbase.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.62-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.62-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.62-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.62-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.62-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.62-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.62-branch/reference/online-stores/milvus.md) - [MongoDB](https://docs.feast.dev/v0.62-branch/reference/online-stores/mongodb.md) - [Elasticsearch](https://docs.feast.dev/v0.62-branch/reference/online-stores/elasticsearch.md) - [Qdrant](https://docs.feast.dev/v0.62-branch/reference/online-stores/qdrant.md) - [Faiss](https://docs.feast.dev/v0.62-branch/reference/online-stores/faiss.md) - [Hybrid](https://docs.feast.dev/v0.62-branch/reference/online-stores/hybrid.md) - [Registries](https://docs.feast.dev/v0.62-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.62-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.62-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.62-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.62-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.62-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.62-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.62-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.62-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.62-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.62-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.62-branch/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/v0.62-branch/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/v0.62-branch/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.62-branch/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.62-branch/reference/compute-engine/spark.md) - [Ray (contrib)](https://docs.feast.dev/v0.62-branch/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/v0.62-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.62-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.62-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.62-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.62-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.62-branch/reference/feature-servers/go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.62-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.62-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.62-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.62-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.62-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Static Artifacts Loading](https://docs.feast.dev/v0.62-branch/reference/alpha-static-artifacts.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.62-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.62-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.62-branch/reference/denormalized.md) - [\[Alpha\] Feature View Versioning](https://docs.feast.dev/v0.62-branch/reference/alpha-feature-view-versioning.md) - [OpenLineage Integration](https://docs.feast.dev/v0.62-branch/reference/openlineage.md) - [Feast CLI reference](https://docs.feast.dev/v0.62-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.62-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.62-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.62-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.62-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.62-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.62-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.62-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.62-branch/project/feast-0.9-vs-feast-0.10+.md) ## v0.63-branch - [Introduction](https://docs.feast.dev/v0.63-branch/readme.md) - [Blog](https://docs.feast.dev/v0.63-branch/blog.md) - [Community & getting help](https://docs.feast.dev/v0.63-branch/community.md) - [Roadmap](https://docs.feast.dev/v0.63-branch/roadmap.md) - [Quickstart](https://docs.feast.dev/v0.63-branch/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/v0.63-branch/getting-started/genai.md) - [Architecture](https://docs.feast.dev/v0.63-branch/getting-started/architecture.md) - [Overview](https://docs.feast.dev/v0.63-branch/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/v0.63-branch/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/v0.63-branch/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/v0.63-branch/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/v0.63-branch/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/v0.63-branch/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/v0.63-branch/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/v0.63-branch/getting-started/concepts.md) - [Overview](https://docs.feast.dev/v0.63-branch/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/v0.63-branch/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/v0.63-branch/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/v0.63-branch/getting-started/concepts/entity.md) - [Feature view](https://docs.feast.dev/v0.63-branch/getting-started/concepts/feature-view.md) - [Feature retrieval](https://docs.feast.dev/v0.63-branch/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/v0.63-branch/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/v0.63-branch/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/v0.63-branch/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/v0.63-branch/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/v0.63-branch/getting-started/use-cases.md) - [Components](https://docs.feast.dev/v0.63-branch/getting-started/components.md) - [Overview](https://docs.feast.dev/v0.63-branch/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/v0.63-branch/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/v0.63-branch/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/v0.63-branch/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/v0.63-branch/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/v0.63-branch/getting-started/components/compute-engine.md) - [Provider](https://docs.feast.dev/v0.63-branch/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/v0.63-branch/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/v0.63-branch/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/v0.63-branch/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/v0.63-branch/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/v0.63-branch/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/v0.63-branch/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/v0.63-branch/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/v0.63-branch/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/v0.63-branch/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/v0.63-branch/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/v0.63-branch/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/v0.63-branch/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/v0.63-branch/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/v0.63-branch/tutorials/mcp_feature_store.md) - [Feast-Powered AI Agent](https://docs.feast.dev/v0.63-branch/tutorials/agent_feature_store.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Multi-Team Feature Store Setup](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-snowflake-gcp-aws/federated-feature-store.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.63-branch/how-to-guides/running-feast-in-production.md) - [Feast on Kubernetes](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-on-kubernetes.md) - [Operator Configuration Guides](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-on-kubernetes/feast-operator.md) - [1 — Project Provisioning](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-on-kubernetes/feast-operator/01-project-provisioning.md) - [2 — Persistence](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-on-kubernetes/feast-operator/02-persistence.md) - [3 — Serving & Observability](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-on-kubernetes/feast-operator/03-serving-and-observability.md) - [4 — Registry Topology](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-on-kubernetes/feast-operator/04-registry-topology.md) - [5 — Security](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-on-kubernetes/feast-operator/05-security.md) - [6 — Batch & Jobs](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-on-kubernetes/feast-operator/06-batch-and-jobs.md) - [7 — OpenLineage & Materialization](https://docs.feast.dev/v0.63-branch/how-to-guides/feast-on-kubernetes/feast-operator/07-openlineage-and-materialization.md) - [Feast Production Deployment Topologies](https://docs.feast.dev/v0.63-branch/how-to-guides/production-deployment-topologies.md) - [Online Server Performance Tuning](https://docs.feast.dev/v0.63-branch/how-to-guides/online-server-performance-tuning.md) - [Customizing Feast](https://docs.feast.dev/v0.63-branch/how-to-guides/customizing-feast.md) - [Adding a custom batch materialization engine](https://docs.feast.dev/v0.63-branch/how-to-guides/customizing-feast/adding-a-custom-batch-materialization-engine.md) - [Adding a new offline store](https://docs.feast.dev/v0.63-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/v0.63-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/v0.63-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/v0.63-branch/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/v0.63-branch/how-to-guides/starting-feast-servers-tls-mode.md) - [Importing Features from dbt](https://docs.feast.dev/v0.63-branch/how-to-guides/dbt-integration.md) - [Codebase Structure](https://docs.feast.dev/v0.63-branch/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/v0.63-branch/reference/type-system.md) - [Data sources](https://docs.feast.dev/v0.63-branch/reference/data-sources.md) - [Overview](https://docs.feast.dev/v0.63-branch/reference/data-sources/overview.md) - [Table formats](https://docs.feast.dev/v0.63-branch/reference/data-sources/table-formats.md) - [File](https://docs.feast.dev/v0.63-branch/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/v0.63-branch/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.63-branch/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/v0.63-branch/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/v0.63-branch/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/v0.63-branch/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/v0.63-branch/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/v0.63-branch/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.63-branch/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.63-branch/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.63-branch/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/v0.63-branch/reference/data-sources/couchbase.md) - [Oracle (contrib)](https://docs.feast.dev/v0.63-branch/reference/data-sources/oracle.md) - [Athena (contrib)](https://docs.feast.dev/v0.63-branch/reference/data-sources/athena.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.63-branch/reference/data-sources/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/v0.63-branch/reference/data-sources/ray.md) - [MongoDB (contrib)](https://docs.feast.dev/v0.63-branch/reference/data-sources/mongodb.md) - [Offline stores](https://docs.feast.dev/v0.63-branch/reference/offline-stores.md) - [Overview](https://docs.feast.dev/v0.63-branch/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/v0.63-branch/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/v0.63-branch/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/v0.63-branch/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/v0.63-branch/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/v0.63-branch/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/v0.63-branch/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/v0.63-branch/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/v0.63-branch/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/v0.63-branch/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/v0.63-branch/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/v0.63-branch/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/v0.63-branch/reference/offline-stores/ray.md) - [Oracle (contrib)](https://docs.feast.dev/v0.63-branch/reference/offline-stores/oracle.md) - [Athena (contrib)](https://docs.feast.dev/v0.63-branch/reference/offline-stores/athena.md) - [MongoDB (contrib)](https://docs.feast.dev/v0.63-branch/reference/offline-stores/mongodb.md) - [Remote Offline](https://docs.feast.dev/v0.63-branch/reference/offline-stores/remote-offline-store.md) - [Hybrid](https://docs.feast.dev/v0.63-branch/reference/offline-stores/hybrid.md) - [Online stores](https://docs.feast.dev/v0.63-branch/reference/online-stores.md) - [Overview](https://docs.feast.dev/v0.63-branch/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/v0.63-branch/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/v0.63-branch/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/v0.63-branch/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/v0.63-branch/reference/online-stores/dragonfly.md) - [Datastore](https://docs.feast.dev/v0.63-branch/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/v0.63-branch/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/v0.63-branch/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/v0.63-branch/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/v0.63-branch/reference/online-stores/postgres.md) - [HBase](https://docs.feast.dev/v0.63-branch/reference/online-stores/hbase.md) - [Cassandra + Astra DB](https://docs.feast.dev/v0.63-branch/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/v0.63-branch/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/v0.63-branch/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/v0.63-branch/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/v0.63-branch/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/v0.63-branch/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/v0.63-branch/reference/online-stores/milvus.md) - [MongoDB](https://docs.feast.dev/v0.63-branch/reference/online-stores/mongodb.md) - [Elasticsearch](https://docs.feast.dev/v0.63-branch/reference/online-stores/elasticsearch.md) - [Qdrant](https://docs.feast.dev/v0.63-branch/reference/online-stores/qdrant.md) - [Faiss](https://docs.feast.dev/v0.63-branch/reference/online-stores/faiss.md) - [Hybrid](https://docs.feast.dev/v0.63-branch/reference/online-stores/hybrid.md) - [Registries](https://docs.feast.dev/v0.63-branch/reference/registries.md) - [Local](https://docs.feast.dev/v0.63-branch/reference/registries/local.md) - [S3](https://docs.feast.dev/v0.63-branch/reference/registries/s3.md) - [GCS](https://docs.feast.dev/v0.63-branch/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/v0.63-branch/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/v0.63-branch/reference/registries/snowflake.md) - [Remote](https://docs.feast.dev/v0.63-branch/reference/registries/remote.md) - [Providers](https://docs.feast.dev/v0.63-branch/reference/providers.md) - [Local](https://docs.feast.dev/v0.63-branch/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/v0.63-branch/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/v0.63-branch/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/v0.63-branch/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/v0.63-branch/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/v0.63-branch/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/v0.63-branch/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/v0.63-branch/reference/compute-engine/spark.md) - [Ray (contrib)](https://docs.feast.dev/v0.63-branch/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/v0.63-branch/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/v0.63-branch/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/v0.63-branch/reference/feature-repository/feast-ignore.md) - [Feature servers](https://docs.feast.dev/v0.63-branch/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/v0.63-branch/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/v0.63-branch/reference/feature-servers/go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/v0.63-branch/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/v0.63-branch/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/v0.63-branch/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/v0.63-branch/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/v0.63-branch/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Static Artifacts Loading](https://docs.feast.dev/v0.63-branch/reference/alpha-static-artifacts.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/v0.63-branch/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/v0.63-branch/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/v0.63-branch/reference/denormalized.md) - [\[Alpha\] Feature View Versioning](https://docs.feast.dev/v0.63-branch/reference/alpha-feature-view-versioning.md) - [OpenLineage Integration](https://docs.feast.dev/v0.63-branch/reference/openlineage.md) - [Feast CLI reference](https://docs.feast.dev/v0.63-branch/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/v0.63-branch/reference/usage.md) - [Contribution process](https://docs.feast.dev/v0.63-branch/project/contributing.md) - [Development guide](https://docs.feast.dev/v0.63-branch/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/v0.63-branch/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/v0.63-branch/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/v0.63-branch/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/v0.63-branch/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/v0.63-branch/project/feast-0.9-vs-feast-0.10+.md) - [Architecture Decision Records](https://docs.feast.dev/v0.63-branch/project/adr.md) - [ADR-0001: Feature Services](https://docs.feast.dev/v0.63-branch/project/adr/adr-0001-feature-services.md) - [ADR-0002: Component Refactor](https://docs.feast.dev/v0.63-branch/project/adr/adr-0002-component-refactor.md) - [ADR-0003: On-Demand Transformations](https://docs.feast.dev/v0.63-branch/project/adr/adr-0003-on-demand-transformations.md) - [ADR-0004: Entity Join Key Mapping](https://docs.feast.dev/v0.63-branch/project/adr/adr-0004-entity-join-key-mapping.md) - [ADR-0005: Stream Transformations](https://docs.feast.dev/v0.63-branch/project/adr/adr-0005-stream-transformations.md) - [ADR-0006: Kubernetes Operator](https://docs.feast.dev/v0.63-branch/project/adr/adr-0006-kubernetes-operator.md) - [ADR-0007: Unified Feature Transformations](https://docs.feast.dev/v0.63-branch/project/adr/adr-0007-unified-feature-transformations.md) - [ADR-0008: Feature View Versioning](https://docs.feast.dev/v0.63-branch/project/adr/adr-0008-feature-view-versioning.md) - [ADR-0009: Contribution and Extensibility](https://docs.feast.dev/v0.63-branch/project/adr/adr-0009-contribution-extensibility.md) - [ADR-0010: Vector Database Integration](https://docs.feast.dev/v0.63-branch/project/adr/adr-0010-vector-database-integration.md) - [ADR-0011: Data Quality Monitoring](https://docs.feast.dev/v0.63-branch/project/adr/adr-0011-data-quality-monitoring.md) ## v0.64-branch - [Introduction](https://docs.feast.dev/readme.md) - [Blog](https://docs.feast.dev/blog.md) - [Community & getting help](https://docs.feast.dev/community.md) - [Roadmap](https://docs.feast.dev/roadmap.md) - [Quickstart](https://docs.feast.dev/getting-started/quickstart.md) - [GenAI](https://docs.feast.dev/getting-started/genai.md) - [Architecture](https://docs.feast.dev/getting-started/architecture.md) - [Overview](https://docs.feast.dev/getting-started/architecture/overview.md) - [Language](https://docs.feast.dev/getting-started/architecture/language.md) - [Push vs Pull Model](https://docs.feast.dev/getting-started/architecture/push-vs-pull-model.md) - [Write Patterns](https://docs.feast.dev/getting-started/architecture/write-patterns.md) - [Feature Transformation](https://docs.feast.dev/getting-started/architecture/feature-transformation.md) - [Feature Serving and Model Inference](https://docs.feast.dev/getting-started/architecture/model-inference.md) - [Role-Based Access Control (RBAC)](https://docs.feast.dev/getting-started/architecture/rbac.md) - [Concepts](https://docs.feast.dev/getting-started/concepts.md) - [Overview](https://docs.feast.dev/getting-started/concepts/overview.md) - [Project](https://docs.feast.dev/getting-started/concepts/project.md) - [Data ingestion](https://docs.feast.dev/getting-started/concepts/data-ingestion.md) - [Entity](https://docs.feast.dev/getting-started/concepts/entity.md) - [Data types](https://docs.feast.dev/getting-started/concepts/feast-types.md) - [Feature repository](https://docs.feast.dev/getting-started/concepts/feature-repo.md) - [Feature view](https://docs.feast.dev/getting-started/concepts/feature-view.md) - [Batch feature view](https://docs.feast.dev/getting-started/concepts/batch-feature-view.md) - [Stream feature view](https://docs.feast.dev/getting-started/concepts/stream-feature-view.md) - [Tiling with Intermediate Representations](https://docs.feast.dev/getting-started/concepts/tiling.md) - [Label view](https://docs.feast.dev/getting-started/concepts/label-view.md) - [Feature retrieval](https://docs.feast.dev/getting-started/concepts/feature-retrieval.md) - [Point-in-time joins](https://docs.feast.dev/getting-started/concepts/point-in-time-joins.md) - [\[Alpha\] Saved dataset](https://docs.feast.dev/getting-started/concepts/dataset.md) - [Permission](https://docs.feast.dev/getting-started/concepts/permission.md) - [Tags](https://docs.feast.dev/getting-started/concepts/tags.md) - [Use Cases](https://docs.feast.dev/getting-started/use-cases.md) - [Components](https://docs.feast.dev/getting-started/components.md) - [Overview](https://docs.feast.dev/getting-started/components/overview.md) - [Registry](https://docs.feast.dev/getting-started/components/registry.md) - [Offline store](https://docs.feast.dev/getting-started/components/offline-store.md) - [Online store](https://docs.feast.dev/getting-started/components/online-store.md) - [Feature server](https://docs.feast.dev/getting-started/components/feature-server.md) - [Compute Engine](https://docs.feast.dev/getting-started/components/compute-engine.md) - [Stream Processor](https://docs.feast.dev/getting-started/components/stream-processor.md) - [Provider](https://docs.feast.dev/getting-started/components/provider.md) - [Authorization Manager](https://docs.feast.dev/getting-started/components/authz_manager.md) - [OpenTelemetry Integration](https://docs.feast.dev/getting-started/components/open-telemetry.md) - [Third party integrations](https://docs.feast.dev/getting-started/third-party-integrations.md) - [FAQ](https://docs.feast.dev/getting-started/faq.md) - [Sample use-case tutorials](https://docs.feast.dev/tutorials/tutorials-overview.md) - [Driver ranking](https://docs.feast.dev/tutorials/tutorials-overview/driver-ranking-with-feast.md): Making a prediction using a linear regression model is a common use case in ML. This model predicts if a driver will complete a trip based on features ingested into Feast. - [Fraud detection on GCP](https://docs.feast.dev/tutorials/tutorials-overview/fraud-detection.md): A common use case in machine learning, this tutorial is an end-to-end, production-ready fraud prediction system. It predicts in real-time whether a transaction made by a user is fraudulent. - [Real-time credit scoring on AWS](https://docs.feast.dev/tutorials/tutorials-overview/real-time-credit-scoring-on-aws.md): Credit scoring models are used to approve or reject loan applications. In this tutorial we will build a real-time credit scoring system on AWS. - [Driver stats on Snowflake](https://docs.feast.dev/tutorials/tutorials-overview/driver-stats-on-snowflake.md): Initial demonstration of Snowflake as an offline+online store with Feast, using the Snowflake demo template. - [Validating historical features with Great Expectations](https://docs.feast.dev/tutorials/validating-historical-features.md) - [Building streaming features](https://docs.feast.dev/tutorials/building-streaming-features.md) - [Retrieval Augmented Generation (RAG) with Feast](https://docs.feast.dev/tutorials/rag-with-docling.md) - [RAG Fine Tuning with Feast and Milvus](https://docs.feast.dev/tutorials/rag-retriever.md) - [MCP - AI Agent Example](https://docs.feast.dev/tutorials/mcp_feature_store.md) - [Feast-Powered AI Agent](https://docs.feast.dev/tutorials/agent_feature_store.md) - [Demo Notebooks](https://docs.feast.dev/tutorials/demo-notebooks.md) - [Feature Quality Monitoring Quickstart](https://docs.feast.dev/tutorials/feature-quality-monitoring-quickstart.md) - [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws.md) - [Install Feast](https://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws/install-feast.md) - [Create a feature repository](https://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md) - [Deploy a feature store](https://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md) - [Build a training dataset](https://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md) - [Load data into the online store](https://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md) - [Read features from the online store](https://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md) - [Scaling Feast](https://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md) - [Structuring Feature Repos](https://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md) - [Multi-Team Feature Store Setup](https://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws/federated-feature-store.md) - [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/how-to-guides/running-feast-in-production.md) - [Feast on Kubernetes](https://docs.feast.dev/how-to-guides/feast-on-kubernetes.md) - [Operator Configuration Guides](https://docs.feast.dev/how-to-guides/feast-on-kubernetes/feast-operator.md) - [1 — Project Provisioning](https://docs.feast.dev/how-to-guides/feast-on-kubernetes/feast-operator/01-project-provisioning.md) - [2 — Persistence](https://docs.feast.dev/how-to-guides/feast-on-kubernetes/feast-operator/02-persistence.md) - [3 — Serving & Observability](https://docs.feast.dev/how-to-guides/feast-on-kubernetes/feast-operator/03-serving-and-observability.md) - [4 — Registry Topology](https://docs.feast.dev/how-to-guides/feast-on-kubernetes/feast-operator/04-registry-topology.md) - [5 — Security](https://docs.feast.dev/how-to-guides/feast-on-kubernetes/feast-operator/05-security.md) - [6 — Batch & Jobs](https://docs.feast.dev/how-to-guides/feast-on-kubernetes/feast-operator/06-batch-and-jobs.md) - [7 — OpenLineage & Materialization](https://docs.feast.dev/how-to-guides/feast-on-kubernetes/feast-operator/07-openlineage-and-materialization.md) - [Feast Production Deployment Topologies](https://docs.feast.dev/how-to-guides/production-deployment-topologies.md) - [Online Server Performance Tuning](https://docs.feast.dev/how-to-guides/online-server-performance-tuning.md) - [Customizing Feast](https://docs.feast.dev/how-to-guides/customizing-feast.md) - [Adding a custom compute engine](https://docs.feast.dev/how-to-guides/customizing-feast/creating-a-custom-compute-engine.md) - [Adding a new offline store](https://docs.feast.dev/how-to-guides/customizing-feast/adding-a-new-offline-store.md) - [Adding a new online store](https://docs.feast.dev/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md) - [Adding a custom provider](https://docs.feast.dev/how-to-guides/customizing-feast/creating-a-custom-provider.md) - [Adding or reusing tests](https://docs.feast.dev/how-to-guides/adding-or-reusing-tests.md) - [Starting Feast servers in TLS(SSL) Mode](https://docs.feast.dev/how-to-guides/starting-feast-servers-tls-mode.md) - [Importing Features from dbt](https://docs.feast.dev/how-to-guides/dbt-integration.md) - [Entity Key Serialization (v2 to v3)](https://docs.feast.dev/how-to-guides/entity-reserialization-of-from-v2-to-v3.md) - [Feature Quality Monitoring](https://docs.feast.dev/how-to-guides/feature-monitoring.md) - [Codebase Structure](https://docs.feast.dev/reference/codebase-structure.md) - [Type System](https://docs.feast.dev/reference/type-system.md) - [Data sources](https://docs.feast.dev/reference/data-sources.md) - [Overview](https://docs.feast.dev/reference/data-sources/overview.md) - [Table formats](https://docs.feast.dev/reference/data-sources/table-formats.md) - [File](https://docs.feast.dev/reference/data-sources/file.md) - [Snowflake](https://docs.feast.dev/reference/data-sources/snowflake.md) - [BigQuery](https://docs.feast.dev/reference/data-sources/bigquery.md) - [Redshift](https://docs.feast.dev/reference/data-sources/redshift.md) - [Push](https://docs.feast.dev/reference/data-sources/push.md) - [Kafka](https://docs.feast.dev/reference/data-sources/kafka.md) - [Kinesis](https://docs.feast.dev/reference/data-sources/kinesis.md) - [Spark (contrib)](https://docs.feast.dev/reference/data-sources/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/reference/data-sources/postgres.md) - [Trino (contrib)](https://docs.feast.dev/reference/data-sources/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/reference/data-sources/mssql.md) - [Couchbase (contrib)](https://docs.feast.dev/reference/data-sources/couchbase.md) - [Oracle (contrib)](https://docs.feast.dev/reference/data-sources/oracle.md) - [Athena (contrib)](https://docs.feast.dev/reference/data-sources/athena.md) - [Clickhouse (contrib)](https://docs.feast.dev/reference/data-sources/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/reference/data-sources/ray.md) - [MongoDB (contrib)](https://docs.feast.dev/reference/data-sources/mongodb.md) - [Offline stores](https://docs.feast.dev/reference/offline-stores.md) - [Overview](https://docs.feast.dev/reference/offline-stores/overview.md) - [Dask](https://docs.feast.dev/reference/offline-stores/dask.md) - [Snowflake](https://docs.feast.dev/reference/offline-stores/snowflake.md) - [BigQuery](https://docs.feast.dev/reference/offline-stores/bigquery.md) - [Redshift](https://docs.feast.dev/reference/offline-stores/redshift.md) - [DuckDB](https://docs.feast.dev/reference/offline-stores/duckdb.md) - [Couchbase Columnar (contrib)](https://docs.feast.dev/reference/offline-stores/couchbase.md) - [Spark (contrib)](https://docs.feast.dev/reference/offline-stores/spark.md) - [PostgreSQL (contrib)](https://docs.feast.dev/reference/offline-stores/postgres.md) - [Trino (contrib)](https://docs.feast.dev/reference/offline-stores/trino.md) - [Azure Synapse + Azure SQL (contrib)](https://docs.feast.dev/reference/offline-stores/mssql.md) - [Clickhouse (contrib)](https://docs.feast.dev/reference/offline-stores/clickhouse.md) - [Ray (contrib)](https://docs.feast.dev/reference/offline-stores/ray.md) - [Oracle (contrib)](https://docs.feast.dev/reference/offline-stores/oracle.md) - [Athena (contrib)](https://docs.feast.dev/reference/offline-stores/athena.md) - [MongoDB (contrib)](https://docs.feast.dev/reference/offline-stores/mongodb.md) - [Remote Offline](https://docs.feast.dev/reference/offline-stores/remote-offline-store.md) - [Hybrid](https://docs.feast.dev/reference/offline-stores/hybrid.md) - [Online stores](https://docs.feast.dev/reference/online-stores.md) - [Overview](https://docs.feast.dev/reference/online-stores/overview.md) - [SQLite](https://docs.feast.dev/reference/online-stores/sqlite.md) - [Snowflake](https://docs.feast.dev/reference/online-stores/snowflake.md) - [Redis](https://docs.feast.dev/reference/online-stores/redis.md) - [Dragonfly](https://docs.feast.dev/reference/online-stores/dragonfly.md) - [Datastore](https://docs.feast.dev/reference/online-stores/datastore.md) - [DynamoDB](https://docs.feast.dev/reference/online-stores/dynamodb.md) - [Bigtable](https://docs.feast.dev/reference/online-stores/bigtable.md) - [Remote](https://docs.feast.dev/reference/online-stores/remote.md) - [PostgreSQL](https://docs.feast.dev/reference/online-stores/postgres.md) - [HBase](https://docs.feast.dev/reference/online-stores/hbase.md) - [Cassandra + Astra DB](https://docs.feast.dev/reference/online-stores/cassandra.md) - [Couchbase](https://docs.feast.dev/reference/online-stores/couchbase.md) - [MySQL](https://docs.feast.dev/reference/online-stores/mysql.md) - [Hazelcast](https://docs.feast.dev/reference/online-stores/hazelcast.md) - [ScyllaDB](https://docs.feast.dev/reference/online-stores/scylladb.md) - [SingleStore](https://docs.feast.dev/reference/online-stores/singlestore.md) - [Milvus](https://docs.feast.dev/reference/online-stores/milvus.md) - [MongoDB](https://docs.feast.dev/reference/online-stores/mongodb.md) - [Elasticsearch](https://docs.feast.dev/reference/online-stores/elasticsearch.md) - [Qdrant](https://docs.feast.dev/reference/online-stores/qdrant.md) - [Faiss](https://docs.feast.dev/reference/online-stores/faiss.md) - [Hybrid](https://docs.feast.dev/reference/online-stores/hybrid.md) - [Registries](https://docs.feast.dev/reference/registries.md) - [Metadata](https://docs.feast.dev/reference/registries/metadata.md) - [Local](https://docs.feast.dev/reference/registries/local.md) - [S3](https://docs.feast.dev/reference/registries/s3.md) - [GCS](https://docs.feast.dev/reference/registries/gcs.md) - [SQL](https://docs.feast.dev/reference/registries/sql.md) - [Snowflake](https://docs.feast.dev/reference/registries/snowflake.md) - [HDFS](https://docs.feast.dev/reference/registries/hdfs.md) - [Remote](https://docs.feast.dev/reference/registries/remote.md) - [Registry permissions](https://docs.feast.dev/reference/registries/registry-permissions.md) - [Providers](https://docs.feast.dev/reference/providers.md) - [Local](https://docs.feast.dev/reference/providers/local.md) - [Google Cloud Platform](https://docs.feast.dev/reference/providers/google-cloud-platform.md) - [Amazon Web Services](https://docs.feast.dev/reference/providers/amazon-web-services.md) - [Azure](https://docs.feast.dev/reference/providers/azure.md) - [Compute Engines](https://docs.feast.dev/reference/compute-engine.md) - [Snowflake](https://docs.feast.dev/reference/compute-engine/snowflake.md) - [AWS Lambda (alpha)](https://docs.feast.dev/reference/compute-engine/lambda.md) - [Spark (contrib)](https://docs.feast.dev/reference/compute-engine/spark.md) - [Apache Flink](https://docs.feast.dev/reference/compute-engine/flink.md) - [Ray (contrib)](https://docs.feast.dev/reference/compute-engine/ray.md) - [Feature repository](https://docs.feast.dev/reference/feature-repository.md) - [feature\_store.yaml](https://docs.feast.dev/reference/feature-repository/feature-store-yaml.md) - [.feastignore](https://docs.feast.dev/reference/feature-repository/feast-ignore.md) - [Registration inferencing](https://docs.feast.dev/reference/feature-repository/registration-inferencing.md) - [Kubernetes auth setup](https://docs.feast.dev/reference/kubernetes_auth_setup.md) - [User token provisioning](https://docs.feast.dev/reference/user_token_provisioning.md) - [Feature servers](https://docs.feast.dev/reference/feature-servers.md) - [Python feature server](https://docs.feast.dev/reference/feature-servers/python-feature-server.md) - [\[Alpha\] Go feature server](https://docs.feast.dev/reference/feature-servers/go-feature-server.md) - [MCP Feature Server](https://docs.feast.dev/reference/feature-servers/mcp-feature-server.md) - [Offline Feature Server](https://docs.feast.dev/reference/feature-servers/offline-feature-server.md) - [Registry server](https://docs.feast.dev/reference/feature-servers/registry-server.md) - [\[Beta\] Web UI](https://docs.feast.dev/reference/alpha-web-ui.md) - [\[Beta\] On demand feature view](https://docs.feast.dev/reference/beta-on-demand-feature-view.md) - [\[Alpha\] Static Artifacts Loading](https://docs.feast.dev/reference/alpha-static-artifacts.md) - [\[Alpha\] Vector Database](https://docs.feast.dev/reference/alpha-vector-database.md) - [\[Alpha\] Data quality monitoring](https://docs.feast.dev/reference/dqm.md) - [\[Alpha\] Streaming feature computation with Denormalized](https://docs.feast.dev/reference/denormalized.md) - [\[Alpha\] Feature View Versioning](https://docs.feast.dev/reference/alpha-feature-view-versioning.md) - [OpenLineage Integration](https://docs.feast.dev/reference/openlineage.md) - [MLflow Integration](https://docs.feast.dev/reference/mlflow.md) - [Feast CLI reference](https://docs.feast.dev/reference/feast-cli-commands.md) - [Usage](https://docs.feast.dev/reference/usage.md) - [Contribution process](https://docs.feast.dev/project/contributing.md) - [Development guide](https://docs.feast.dev/project/development-guide.md) - [Backwards Compatibility Policy](https://docs.feast.dev/project/compatibility.md) - [Maintainer Docs](https://docs.feast.dev/project/compatibility/maintainers.md) - [Versioning policy](https://docs.feast.dev/project/versioning-policy.md): Versioning policies and status of Feast components - [Release process](https://docs.feast.dev/project/release-process.md) - [Feast 0.9 vs Feast 0.10+](https://docs.feast.dev/project/feast-0.9-vs-feast-0.10+.md) - [Architecture Decision Records](https://docs.feast.dev/project/adr.md) - [ADR-0001: Feature Services](https://docs.feast.dev/project/adr/adr-0001-feature-services.md) - [ADR-0002: Component Refactor](https://docs.feast.dev/project/adr/adr-0002-component-refactor.md) - [ADR-0003: On-Demand Transformations](https://docs.feast.dev/project/adr/adr-0003-on-demand-transformations.md) - [ADR-0004: Entity Join Key Mapping](https://docs.feast.dev/project/adr/adr-0004-entity-join-key-mapping.md) - [ADR-0005: Stream Transformations](https://docs.feast.dev/project/adr/adr-0005-stream-transformations.md) - [ADR-0006: Kubernetes Operator](https://docs.feast.dev/project/adr/adr-0006-kubernetes-operator.md) - [ADR-0007: Unified Feature Transformations](https://docs.feast.dev/project/adr/adr-0007-unified-feature-transformations.md) - [ADR-0008: Feature View Versioning](https://docs.feast.dev/project/adr/adr-0008-feature-view-versioning.md) - [ADR-0009: Contribution and Extensibility](https://docs.feast.dev/project/adr/adr-0009-contribution-extensibility.md) - [ADR-0010: Vector Database Integration](https://docs.feast.dev/project/adr/adr-0010-vector-database-integration.md) - [ADR-0011: Data Quality Monitoring](https://docs.feast.dev/project/adr/adr-0011-data-quality-monitoring.md) - [ADR-0012: LabelView](https://docs.feast.dev/project/adr/adr-0012-label-view.md) --- # Agent Instructions This documentation is published with GitBook. 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