Playground

Interactive demo showing multiple AI Elements components working together in a realistic chat interface.

Model

What is RAG?

searchKnowledgeBase

RAG (Retrieval-Augmented Generation) is a technique that combines information retrieval with text generation to produce more accurate and grounded responses.

RAG Paper (Lewis et al.)

LangChain RAG Guide