![Cover logo](./cover.svg) # Instant Distance: fast HNSW indexing [![Build status](https://github.com/InstantDomainSearch/instant-distance/workflows/CI/badge.svg)](https://github.com/djc/quinn/actions?query=workflow%3ACI) [![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE-MIT) [![License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](LICENSE-APACHE) Instance Distance is a fast pure-Rust implementation of the [Hierarchical Navigable Small Worlds paper][paper] by Malkov and Yashunin for finding approximate nearest neighbors. This implementation will power the [InstantDomainSearch.com][ids] backend services used for word vector indexing. [paper]: https://arxiv.org/abs/1603.09320 [ids]: https://instantdomainsearch.com/