Open Source AI

Open source AI technologies that form the foundation for watsonx

Open Source technologies serve as a critical basis for much of the solutions, software, and platforms delivered by IBM, such as the AI platform, <a href="https://developer.ibm.com/components/watsonx/" target="_blank" rel="noopener noreferrer">watsonx</a>.

28 March 2025

Article

Create AI pipelines using Elyra and Kubeflow Pipelines

Use JupyterLab and Elyra to create and run machine learning pipelines.

28 February 2025

Article

Put the power of AI in your apps without being an AI expert

Use Caikit to serve Hugging Face AI models that are consumed by your application.

28 February 2025

Article

The open source ecosystem of watsonx

Learn how open source impacts watsonx through some of the key open source projects that IBM has invested in.

28 February 2025

Article

AI model training with PyTorch

Learn about the basics of PyTorch and it's support for the training, evaluation, and inferencing phases of the machine learning workflow.

19 December 2024

Open Project

LangFlow

LangFlow is a visual framework for building LLM applications with a drag-and-drop interface, making it easy to create complex AI workflows and applications.

12 August 2024

Open Project

Caikit

Caikit is an AI toolkit that enables users to manage models through a set of developer-friendly APIs.

04 August 2024

Open Project

CodeFlare

Open source CodeFlare drastically reduces time to set up, run, and scale machine-learning tests. Learn more and contribute.

26 July 2024

Open Project

Docling

Get your documents ready for generative AI. Parse documents and export them to the desired format with ease and speed.

16 June 2024

Open Project

KServe

A standard cloud-agnostic model inference platform that provides pluggable production serving.

15 June 2024

Open Project

KServe ModelMesh

A mature, general-purpose model serving management and routing layer. Optimized for high volume, high density, and frequently changing model use cases, ModelMesh intelligently loads and unloads models to and from memory to strike a balance between responsiveness and compute.

13 June 2024

Open Project

Kubeflow

A machine learning toolkit that makes deployments of machine learning workflows on Kubernetes simple, portable, and scalable.

12 June 2024

Open Project

Kubeflow pipelines

An open-source platform that allows users to create, deploy, and manage machine learning workflows on Kubernetes. Kubeflow Pipelines provides a way to define and execute complex pipelines consisting of interconnected steps, enabling users to easily orchestrate the entire machine learning process from data preparation to model training, evaluation, and deployment.

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Open Source

Open Source AI

Open source AI technologies that form the foundation for watsonx

Create AI pipelines using Elyra and Kubeflow Pipelines

Put the power of AI in your apps without being an AI expert

The open source ecosystem of watsonx

AI model training with PyTorch

LangFlow

Caikit

CodeFlare

Docling

KServe

KServe ModelMesh

Kubeflow

Kubeflow pipelines