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Add nearest neighbor search  #240

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@niekdejonge

To speed up searching large libraries using the ms2deepscore embeddings, we are going to try nearest neighbor search.

@florian-huber found this benchmark github, with a lot of implementations listed https://github.com/erikbern/ann-benchmarks

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