Topic 2: Store Selection

Intuition: an index is an engine; a vector store is the whole car: the engine plus storage, filters, updates, backups, security, and scaling. Most projects should choose a car, not build one from an engine.

2.1 Embedded and Local: FAISS, Chroma, LanceDB, sqlite-vec