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 a query is answered by finding its nearest neighbors in that vecto…