Glossary / AI & data

RAG (Retrieval-Augmented Generation)

RAG connects a language model to your actual documents: when a question arrives, the system first retrieves the relevant passages from your knowledge base, then has the model answer using them — with citations. It's the standard cure for two LLM weaknesses at once: knowledge cutoffs and invented facts. Most useful business AI assistants are RAG systems under the hood.