VECTOR SIMILARITY SEARCH IN AN EMBEDDED SPACE

A query that includes an entity is received. One or more entities from a plurality of entities that are similar to the entity included in the query are determined based on a sim hash associated with the entity included in the query and one or more corresponding sim hashes associated with the one or...

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Bibliographische Detailangaben
Hauptverfasser: Natchu, Vishnu Priya, Charikar, Moses
Format: Patent
Sprache:eng
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Zusammenfassung:A query that includes an entity is received. One or more entities from a plurality of entities that are similar to the entity included in the query are determined based on a sim hash associated with the entity included in the query and one or more corresponding sim hashes associated with the one or more entities. The sim hash associated with the entity included in the query and the corresponding sim hashes associated with the entity are based on a plurality of random hyperplanes. A content feed is updated based on the determined one or more entities.