Shipping a production RAG pipeline — design and pitfalls

Short summary: lessons learned building retrieval-augmented generation systems in production — from vector store choices to caching and observability.

TL;DR

• Use a robust vector DB for scale.
• Add a retrieval caching layer.
• Monitor retrieval latency and relevance.