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  3. Nearest neighbor search - Wikipedia

    en.wikipedia.org/wiki/Nearest_neighbor_search

    Nearest neighbor search (NNS), as a form of proximity search, is the optimization problem of finding the point in a given set that is closest (or most similar) to a given point. Closeness is typically expressed in terms of a dissimilarity function: the less similar the objects, the larger the function values.

  4. Nextdoor - Wikipedia

    en.wikipedia.org/wiki/Nextdoor

    Nextdoor's less stringent privacy and safety policies provoked concerns among some users of Streetlife—for example, full names and street addresses are visible to all members of a Nextdoor, but not Streetlife, neighbourhood—some reporting ensuing harm, such as abusive former partner finding out a woman's current address.

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  7. Hierarchical navigable small world - Wikipedia

    en.wikipedia.org/wiki/Hierarchical_navigable...

    The Hierarchical navigable small world (HNSW) algorithm is a graph-based approximate nearest neighbor search technique used in many vector databases. [1] [2] Nearest neighbor search without an index involves computing the distance from the query to each point in the database, which for large datasets is computationally prohibitive.

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