Why use a vector index?
Practice this question- It makes repeated similarity queries efficient over a growing corpus.
- Small datasets can use exact comparison, but larger collections need indexing and careful metadata filtering for relevance and eligibility.
Adapted from 13_AI.MD · “29.5 Vector databases”. Code examples are study fragments. Difficulty and core labels are editorial estimates; version-specific behavior should be checked against your project.