llmops

The Vector DB as Journey Logger: Why One Namespace Kills Context in Multi-Session RAG

A single vector namespace across onboarding, support, and retention is the RAG equivalent of a monolithic database. One top-k guarantees context bleed. Here is how to namespace by stage or use the vector DB as a journey logger.