RIP, vector database
Summary
The article explains turbopuffer's v3 architecture overhaul, shifting from an ANN primary index to a new primary index to enable more query plans and better scalability. It provides historical context from v1 to v2 and outlines the motivation around storage amplification, write amplification, and vectorization limits.