Automating Nearest Neighbor Search Configuration with Constrained Optimization

4 January 2023

Papers citing "Automating Nearest Neighbor Search Configuration with Constrained Optimization"

6 / 6 papers shown

Title
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving Wenqi Jiang Suvinay Subramanian Cat Graves Gustavo Alonso Amir Yazdanbakhsh Vidushi Dadu 47 6 0 18 Mar 2025
Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search Daniel de Souza Severo Giuseppe Ottaviano Matthew Muckley Karen Ullrich Matthijs Douze MQ 46 0 0 16 Jan 2025
Incremental IVF Index Maintenance for Streaming Vector Search J. Mohoney Anil Pacaci S. R. Chowdhury U. F. Minhas Jeffery Pound Cédric Renggli Nima Reyhani Ihab F. Ilyas Theodoros Rekatsinas Shivaram Venkataraman 26 1 0 01 Nov 2024
Probabilistic Routing for Graph-Based Approximate Nearest Neighbor Search Kejing Lu Chuan Xiao Y. Ishikawa 16 1 0 17 Feb 2024
The Faiss library Matthijs Douze Alexandr Guzhva Chengqi Deng Jeff Johnson Gergely Szilvasy Pierre-Emmanuel Mazaré Maria Lomeli Lucas Hosseini Hervé Jégou 30 148 0 16 Jan 2024
Faster Maximum Inner Product Search in High Dimensions Mo Tiwari Ryan Kang Je-Yong Lee Luke Lee Chris Piech Sebastian Thrun Ilan Shomorony Martin Jinye Zhang 24 6 0 14 Dec 2022