Zi-Ying Chen

Metric Algebra: Embedding-Independence in Vector Databases

Vector databases are increasingly central to retrieval applications, yet deployments remain embedding-siloed: different databases store vectors produced by different embedding models and ANN pipelines, making cross-database search ill-defined or forcing expensive re-embedding and index rebuilds. We propose metric al...