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