RAG / 检索增强生成

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

SAQ: 通过编码调整和维度分割推动向量量化极限

Hui Li, Shiyuan Deng, Xiao Yan, Xiangyu Zhi, James Cheng

专题命中 向量检索 ：RAG(abstract)；分类 cs.IR、cs.DB

AI总结 SAQ通过编码调整和维度分割技术提升向量量化精度和效率，实现量化误差降低80%及编码速度提升80倍。

Comments 13 pages, 12 figures, accepted by SIGMOD