A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.

Build production-ready AI agents in both Python and Typescript.

Get your documents ready for gen AI

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data…

Examples and guides for using the OpenAI API

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Granite Snack Cookbook -- easily consumable recipes (python notebooks) that showcase the capabilities of the Granite models

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

The fastai deep learning library

Neural Networks: Zero to Hero

12 Weeks, 24 Lessons, AI for All!

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Docker image for Apache Jena riot