F. M. Nardini

PUMA slashes memory usage by up to 16x and boosts retrieval speed by 25x, all while maintaining competitive performance against dense retrieval methods.

Token-aware clustering and hierarchical indexing can slash retrieval latency by an order of magnitude without sacrificing accuracy, making multivector retrieval practical at scale.