Multi-modal Knowledge Preserving Adapter for Embedding Backward Compatibility

Jaeseok Byun, Gukyeong Kwon, Han-Kai Hsu +4

Upgrading embedding models typically requires expensive database re-indexing, as new query embeddings are incompatible with existing database embeddings. While Backward Compatible…