book-v1.0 Cosmos3

high risk

NirDiamant/RAG_TechniquesApr 15, 2026 → Jun 1, 202647 days between releases

What's New

Project scope shifted from RAG book to NVIDIA's Physical AI omnimodal model suite

Breaking Changes

  • The project has completely changed scope from a RAG educational book to NVIDIA's Physical AI model suite

New Features

  • Unified omnimodal world model supporting text, image, video, audio, and actions
  • Integrated Reasoner + Generator architecture for world understanding and generation
  • Native support for robot action generation and policy learning
  • Open release of models, code, datasets, and evaluation benchmarks

Improvements

  • State-of-the-art open model performance across world understanding benchmarks
  • Flexible generation capabilities across Text-to-Image, Image-to-Video, and Video-to-World tasks

Upgrade Notes

The project has undergone a total rebrand and scope change, moving from a RAG book to NVIDIA's Cosmos 3 model suite. There is no migration path between these two distinct products.

The Two Releases

book-v1.0

RAG Made Simple: Visual Companion Book

Apr 15, 2026· 6 months ago

This release introduces a companion book, 'RAG Made Simple: The Complete Visual Guide,' designed to teach Retrieval-Augmented Generation concepts through diagrams and plain-English analogies. It covers 22 production-grade techniques across four themes to help engineers build working systems without wading through boilerplate code.

Full release notes
Cosmos3

Cosmos 3 Launch

Jun 1, 2026· 5 months ago

NVIDIA launches Cosmos 3, a next-generation open omnimodal world foundation model for Physical AI, supporting text, image, video, audio, and actions.

Full release notes