Jan. 2, 2024, 12:24 p.m. | /u/EverythingIsNail

Machine Learning www.reddit.com

HNSW (Heirarchical Navigable Small World graphs) were introduced in an excellent and very readable paper [Yu A. Malkov, D. A. Yashunin](https://arxiv.org/abs/1603.09320) which has given rise to a large number of implementations which are at the core of many popular vector databases.

The HNSW is a method of searching for vectors in a dataset which are *close* to a given query vector. The basic idea of an HNSW is to make a series of proximity graphs, organized in a stack which …

basic dataset graphs hnsw layer machinelearning query searching series stack vector vectors zoom

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