RAG Series (19): Incremental Updates — Keeping the Knowledge Base Fresh

This article addresses the challenge of keeping knowledge bases fresh in RAG systems, outlining the choice between a costly full rebuild and a more efficient incremental update. It highlights how LangChain's Indexing API implements the incremental update method to optimize the process.