embedding-similarity

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

A Python vector database you just need - no more, no less.

A curated list of awesome works related to high dimensional structure/vector search & database

VQLite - Simple and Lightweight Vector Search Engine based on Google ScaNN

Cottontail DB is a column store vector database aimed at multimedia retrieval. It allows for classical boolean as well as vector-space retrieval (nearest neighbour search) used in similarity search using a unified data and query model.

Embedded-first vector database that grows into a self-hosted service and lightweight cluster.

Shotit is a screenshot-to-video search engine tailored for TV & Film, blazing-fast and compute-efficient.

Serverless, lightweight, and fast vector database on top of DynamoDB