AI Course Materials
RAG with Generative AI
Build private knowledge-base chatbots with RAG.
Retrieval Augmented Generation — chunk, embed, retrieve, generate. End to end.
How to get started
Three simple steps to access your course materials.
Download the Notebooks
End-to-end RAG pipeline notebooks for OpenAI and open models.
Pick Your Stack
Examples cover LangChain, LlamaIndex, and a from-scratch implementation.
Ship Your Chatbot
Deploy a working RAG chatbot to a simple web interface.
Free Resources
Expand your skills with these additional materials.