OBSERVABILITYAI SRE

RAG Reliability Signals

RAG observability measures whether retrieval returns timely, authorized and relevant context.

WHY IT MATTERS

A vector store can be technically available while retrieval quality silently degrades.

PRODUCTION EXAMPLE

After a new ingestion pipeline, retrieval latency is normal but top-k relevance and citation success fall sharply.

SRE DECISION

Which retrieval-quality signals trigger operational investigation?

REMEMBERRAG has both infrastructure health and semantic health.
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