SAQ: Pushing the Limits of Vector Quantization through Code Adjustment and Dimension Segmentation

Hui Li, Shiyuan Deng, Xiao Yan +2

Approximate Nearest Neighbor Search (ANNS) plays a critical role in applications such as search engines, recommender systems, and RAG for LLMs. Vector quantization (VQ), a crucial…