Matryoshka Hash Representations for Model-Aware Compact Semantic Retrieval

Peichun Hua, Yunming Xiao

Retrieval-augmented generation (RAG) depends on dense retrieval: each document is stored as a learned vector, and queries are answered by nearest-neighbor search. Keeping one full-…