Inside a vector database

A real vector database's architecture as a case study: Milvus separates access, coordination, compute (query/data/index nodes), and storage layers so each scales independently. Reading one production system closely beats memorizing feature tables — the same separation-of-concerns shows up in every serious vector DB.