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Instance Distance is a fast pure-Rust implementation of the [Hierarchical Instance Distance is a fast pure-Rust implementation of the [Hierarchical
Navigable Small Worlds paper][paper] by Malkov and Yashunin for finding Navigable Small Worlds paper][paper] by Malkov and Yashunin for finding
approximate nearest neighbors. This implementation powers the approximate nearest neighbors. This implementation powers the
[Instant Domains][domains] backend services used for word vector indexing. [Instant Domain Search][domains] backend services used for word vector indexing.
## What it does ## What it does
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``` ```
[paper]: https://arxiv.org/abs/1603.09320 [paper]: https://arxiv.org/abs/1603.09320
[domains]: https://instantdomains.com/ [domains]: https://instantdomains.com/search
[translations]: https://instantdomainsearch.com/engineering/how-to-use-fasttext-for-instant-translations [translations]: https://instantdomains.com/engineering/how-to-use-fasttext-for-instant-translations