LF AI and Data

aid: lf-ai-and-data
name: LF AI and Data
description: The LF AI & Data Foundation is a Linux Foundation umbrella that advances open source artificial intelligence,
  machine learning, and data projects. It hosts 80+ projects spanning graduated, incubation, and sandbox stages, including
  ONNX, Milvus, Horovod, Flyte, Kedro, Pyro, Egeria, OpenLineage, Marquez, and the Adversarial Robustness Toolbox, fostering
  scalable, trustworthy, and interoperable AI and data solutions.
type: Index
accessModel:
  pricing: freemium
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Freemium
  confidence: medium
  source:
  - plans
  generated: '2026-07-22'
  method: derived
position: Consumer
access: 3rd-Party
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/lf-ai-and-data.png
tags:
- Artificial Intelligence
- Machine Learning
- Data
- Linux Foundation
- Open Source
- MLOps
- Vector Database
created: '2026-03-16'
modified: '2026-04-28'
url: https://raw.githubusercontent.com/api-evangelist/lf-ai-and-data/refs/heads/main/apis.yml
specificationVersion: '0.19'
apis:
- aid: lf-ai-and-data:onnx
  name: ONNX
  description: Open Neural Network Exchange (ONNX) is an open format for representing deep learning models, enabling interoperability
    between AI frameworks.
  humanURL: https://onnx.ai/
  tags:
  - AI
  - Machine Learning
  - Model Format
  - Interoperability
  properties:
  - type: Documentation
    url: https://onnx.ai/
  - type: GitHubRepo
    url: https://github.com/onnx/onnx
- aid: lf-ai-and-data:milvus
  name: Milvus
  description: Milvus is an open source vector database built for scalable similarity search, supporting embedding-based AI
    applications.
  humanURL: https://milvus.io/
  tags:
  - Vector Database
  - AI
  - Search
  properties:
  - type: Documentation
    url: https://milvus.io/docs
  - type: GitHubRepo
    url: https://github.com/milvus-io/milvus
- aid: lf-ai-and-data:horovod
  name: Horovod
  description: Horovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
  humanURL: https://horovod.ai/
  tags:
  - Deep Learning
  - Distributed Training
  - GPU
  properties:
  - type: Documentation
    url: https://horovod.readthedocs.io/
  - type: GitHubRepo
    url: https://github.com/horovod/horovod
- aid: lf-ai-and-data:flyte
  name: Flyte
  description: Flyte is a production-grade, cloud-native workflow orchestration platform for data and machine learning processes.
  humanURL: https://flyte.org/
  tags:
  - Workflow Orchestration
  - MLOps
  - Cloud Native
  properties:
  - type: Documentation
    url: https://docs.flyte.org/
  - type: GitHubRepo
    url: https://github.com/flyteorg/flyte
- aid: lf-ai-and-data:kedro
  name: Kedro
  description: Kedro is a Python framework for creating reproducible, maintainable, and modular data science code.
  humanURL: https://kedro.org/
  tags:
  - Data Science
  - Python
  - Pipelines
  properties:
  - type: Documentation
    url: https://docs.kedro.org/
  - type: GitHubRepo
    url: https://github.com/kedro-org/kedro
- aid: lf-ai-and-data:openlineage
  name: OpenLineage
  description: OpenLineage is an open standard and API for collecting lineage metadata across data pipelines.
  humanURL: https://openlineage.io/
  tags:
  - Data Lineage
  - Metadata
  - Standards
  properties:
  - type: Documentation
    url: https://openlineage.io/docs/
  - type: GitHubRepo
    url: https://github.com/OpenLineage/OpenLineage
- aid: lf-ai-and-data:marquez
  name: Marquez
  description: Marquez is an open source metadata service for the collection, aggregation, and visualization of a data ecosystem's
    metadata.
  humanURL: https://marquezproject.ai/
  tags:
  - Metadata
  - Data Ecosystem
  - Lineage
  properties:
  - type: Documentation
    url: https://marquezproject.ai/docs/
  - type: GitHubRepo
    url: https://github.com/MarquezProject/marquez
- aid: lf-ai-and-data:egeria
  name: Egeria
  description: Egeria is the world's first open source metadata standard for enterprise data management, enabling unified
    governance and discovery.
  humanURL: https://egeria-project.org/
  tags:
  - Metadata
  - Data Governance
  - Enterprise
  properties:
  - type: Documentation
    url: https://egeria-project.org/
  - type: GitHubRepo
    url: https://github.com/odpi/egeria
- aid: lf-ai-and-data:adversarial-robustness-toolbox
  name: Adversarial Robustness Toolbox
  description: ART (Adversarial Robustness Toolbox) provides tools for evaluating and defending machine learning models against
    adversarial threats.
  humanURL: https://adversarial-robustness-toolbox.readthedocs.io/
  tags:
  - AI Security
  - Machine Learning
  - Adversarial
  properties:
  - type: Documentation
    url: https://adversarial-robustness-toolbox.readthedocs.io/
  - type: GitHubRepo
    url: https://github.com/Trusted-AI/adversarial-robustness-toolbox
- aid: lf-ai-and-data:delta-lake
  name: Delta Lake
  description: Delta Lake is an open source storage layer that brings ACID transactions and reliability to data lakes.
  humanURL: https://delta.io/
  tags:
  - Data Lake
  - ACID
  - Storage
  properties:
  - type: Documentation
    url: https://docs.delta.io/
  - type: GitHubRepo
    url: https://github.com/delta-io/delta
- aid: lf-ai-and-data:feast
  name: Feast
  description: Feast is an open source feature store for machine learning, providing consistent feature serving across training
    and inference.
  humanURL: https://feast.dev/
  tags:
  - Feature Store
  - Machine Learning
  - MLOps
  properties:
  - type: Documentation
    url: https://docs.feast.dev/
  - type: GitHubRepo
    url: https://github.com/feast-dev/feast
common:
- type: DomainSecurity
  url: security/lf-ai-and-data-domain-security.yml
- type: LinkedIn
  url: https://www.linkedin.com/company/lfai
- type: Documentation
  name: LF AI and Data Documentation
  description: Official documentation for LF AI and Data.
  url: https://lfaidata.foundation/projects/
- type: GitHubOrg
  name: LF AI and Data GitHub
  description: Source code and repositories for LF AI and Data.
  url: https://github.com/lfai
- type: Website
  name: LF AI and Data Website
  description: Main LF AI and Data Foundation website.
  url: https://lfaidata.foundation/
- type: ProjectsList
  name: LF AI and Data Projects List
  description: Comprehensive list of all LF AI and Data hosted projects.
  url: https://lfaidata.foundation/projects/
- type: Blog
  url: https://lfaidata.foundation/feed/
maintainers:
- FN: Kin Lane
  email: info@apievangelist.com