Embeddable AI

Enhance your applications with IBM embeddable AI.

A set of flexible, enterprise-grade AI products that you can easily embed in your applications to provide an enhanced user experience through powerful AI models.

12 August 2024

Open Project

Caikit

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

29 June 2024

Open Project

IBM Generative AI

IBM Generative AI is the Python SDK for IBM Foundation Models Studio to bring IBM Generative AI into Python programs and to also extend it with useful operations and types.

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.

07 June 2024

Tutorial

Serve Watson NLP models with google Cloud Run

Walk through the steps to deploy a stand-alone Watson NLP runtime to google Cloud Run, a managed compute platform that lets you run containers directly on top of google's scalable infrastructure.

17 May 2024

Tutorial

Embed a watsonx Assistant chatbot in any web page

Turn a web page into one with interactive help from a watsonx Assistant chatbot with a simple copy and paste operation, using code generated by the Assistant service.

11 May 2024

Open Project

PyTorch

A Python package that provides tensor computation and deep neural networks.

09 May 2024

Open Project

Ray

A unified framework for scaling AI and Python applications from a laptop to a Kubernetes cluster. Ray provides a compute layer for parallel processing for running distributed machine learning workflows.

04 April 2024

Tutorial

PII extraction using fine-tuned models

Get an introduction to IBM Watson NLP, and learn the process of fine-tuning models for PII extraction.

04 April 2024

Tutorial

PII extraction using pretrained models

Get an introduction to IBM Watson NLP, and learn the process of using pretrained models for PII extraction.

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Open Source

Embeddable AI

Enhance your applications with IBM embeddable AI.

Caikit

IBM Generative AI

KServe

KServe ModelMesh

Kubeflow

Kubeflow pipelines

Serve Watson NLP models with google Cloud Run

Embed a watsonx Assistant chatbot in any web page

PyTorch

Ray

PII extraction using fine-tuned models

PII extraction using pretrained models