TL;DR


Production RAG systems face a silent killer: vector drift. Embeddings become stale, context degrades, and retrieval quality drops over time even when your code and infrastructure look healthy.

This article walks through a self healing vector index built on Elasticsearch that:


Monitors its own retrieval quality in real time
Detects when...