Vectordb Python Packages

lynsedb

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

vectordb-bench

Benchmark for vector databases.

oasysdb

In-memory vector store with efficient read and write performance for semantic caching and retrieval system. Redis for Semantic Caching.

axllm

The pretty much "official" DSPy framework for Typescript

awadb

AI Native database for embedding vectors

pyvsag

vsag is a vector indexing library used for similarity search.

langstream-ai

LangStream. Event-Driven Developer Platform for Building and Running LLM AI Apps. Powered by Kubernetes and Kafka.

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.

tinyvecdb

TinyVecDB is a high performance, lightweight, embedded vector database for similarity search.

awadb-client

AI Native database for embedding vectors

supavector

SupaVector Python SDK

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

MinVectorDB is a pure Python-implemented, lightweight, stateless vector, locally deployed databasethat offers clear and concise Python APIs, aimed at lowering the barrier to the use of vector databases.