MRVQ: One Resident Index for Dimension- and Rate-Elastic Vector Search

Sean Culatana, Shang-En Huang, Kang Li

Dense-retrieval services must switch among embedding-prefix dimensions and index bit rates as latency, quality, and memory budgets change. Tuning a quantizer separately for each ra…