Keeping Your RAG Index in Sync with Live SaaS Data

Most RAG content focuses on retrieval techniques such as embedding models, vector databases, chunking, and reranking, but almost none covers the part that actually breaks in production: keeping the index current. This post examines how to maintain a RAG index in sync with live SaaS data, addressing the integration and data freshness challenges that are rarely discussed.