Search Packages

oasysdb

Fast & flexible embedded vector database with incremental HNSW indexing.

pyvsag

vsag is a vector indexing library used for similarity search.

vectordb-bench

Benchmark for vector databases.

awadb

AI Native database for embedding vectors

langstream-ai

LangStream user API

lynsedb

A pure Python-implemented, lightweight, server-optional, multi-end compatible, vector database deployable locally or remotely.

supavector

Persistent AI memory engine

crossvector

Production-ready Python vector database library with unified API for PgVector, ChromaDB, Milvus, AstraDB. Built for RAG, semantic search, and AI applications. Switch backends without code changes.

awadb-client

AI Native database for embedding vectors

tinyvecdb

TinyVecDB is an ultra fast embedded vector database.

pyvsag-test-jc

vsag is a vector indexing library used for similarity search.

letsearch-client

A vector DB so easy, even your grandparents can build a RAG system 😁

minvectordb

A pure Python-implemented, lightweight, server-optional, multi-end compatible, vector database deployable locally or remotely.