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k-NN plugin

Vector Database ExtensionsOpenSearchk-NN

An OpenSearch plugin that expands its capabilities with the custom `knn_vector` data type, enabling storage of embeddings and providing methods for k-NN similarity searches, including Approximate k-NN, Script Score k-NN, and Painless extensions.

#OpenSearch

#k-NN

#vector search

HAKES

Vector Database Enginesvector searchscalable

HAKES is a system designed for efficient data search using embedding vectors at scale, making it a relevant solution for vector database applications.

#vector search

#scalable

#embeddings

Lantern

Vector Database ExtensionsPostgreSQLvector search

Lantern is a PostgreSQL extension that enables efficient vector search capabilities, allowing users to perform similarity searches directly within their PostgreSQL databases.

#PostgreSQL

#vector search

#extension

MariaDB Vector

Vector Database Extensionsrelational databasevector search

MariaDB Vector is an extension or feature of MariaDB, providing capabilities for handling and querying vector data within the MariaDB ecosystem.

#relational database

#vector search

#extension

Neo4j Vector Search

Vector Database Extensionsgraph databasevector search

An enhancement to the Neo4j graph database providing vector search capabilities through dedicated indexes.

#graph database

#vector search

#extension

arroy

Open Sourcesopen-sourcevector embeddings

Arroy is an open-source library for efficient similarity search and management of vector embeddings, useful in vector database systems.

BANG

Research Papers & SurveysANNGPU acceleration

BANG is a billion-scale approximate nearest neighbor search system optimized for single GPU execution, enabling high-performance vector search in vector database environments at massive scale.