RAG / 检索增强生成

KScaNN: Scalable Approximate Nearest Neighbor Search on Kunpeng

KScaNN: 在鲲鹏架构上可扩展的近似最近邻搜索

Oleg Senkevich, Siyang Xu, Tianyi Jiang, Alexander Radionov, Jan Tabaszewski, Dmitriy Malyshev, Zijian Li, Daihao Xue, Licheng Yu, Weidi Zeng, Meiling Wang, Xin Yao, Siyu Huang, Gleb Neshchetkin, Qiuling Pan, Yaoyao Fu

专题命中 向量检索 ：vector search(abstract)；分类 cs.IR

AI总结 本文提出KScaNN算法，针对ARM架构优化近似最近邻搜索，通过算法改进和硬件优化实现性能提升，实验显示比最佳x86方案快1.63倍。