rag

RAG vs. Persistent AI Memory: Why Retrieval Alone Falls Short

Retrieval-augmented generation (RAG) is a valuable way to bring documents into an AI answer. It is not, on its own, a complete system for remembering what matters over time. The distinction matters most when facts change, authorities disagree, or a d