Vector Search Manuals

MUVERA is a technique designed to enhance the performance of multi-vector embeddings, which often outperform single-vector embeddings in various benchmarks. It addresses the challenge of slow multi-vector searches by generating a single-vector representation that approximates the multi-vector format. This approach allows for a swift initial retrieval using conventional vector search techniques, followed by the re-ranking of top results utilizing the multi-vector representation.