vector-db 开源项目推荐（101 个）

alibaba /zvec

一个轻量、极速的进程内向量数据库

HelixDB /helix-db

HelixDB 是一个 OLTP 图数据库，使用 Rust 在对象存储上构建，原生支持向量检索和全文搜索。

nitaiaharoni1 /vector-storage

Vector Storage 是一个向量数据库，可在浏览器本地存储中对文本文档进行语义相似度搜索。它使用 OpenAI embeddings 将文档转换为向量，并允许基于余弦相似度搜索相似文档。

l3vels /team-of-ai-agents

让 AI 智能体团队协作像人类协作一样高效的开源框架。

Dripfarm /SVDB

Swift Vector Database. On-device, local vector database for building the next-generation of user experiences

cgtuebingen /ggnn

GGNN: State of the Art Graph-based GPU Nearest Neighbor Search

mtwn105 /decipher-research-agent

Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.

oracle /vecdb-python-sdk

Python SDK for vector search, semantic search, RAG, embeddings, and AI agents on Oracle AI Database

vdutts7 /youtube-gpt

YouTubeGPT • AI Chat with 100+ videos ft. YouTuber Marques Brownlee (@ MKBHD) ⚡️🔴🤖💬

rafaelpierre /moviegpt

MovieGPT: A RAG, Gen AI application for Movie Recommendations

jj-valentine /cerebellum

Agent-readable second brain using PostgreSQL + pgvector for semantic search and memory storage.

prrao87 /lancedb-study

Comparing LanceDB and Elasticsearch for full-text search and vector search performance

hkproj /retrieval-augmented-generation-notes

Slides for "Retrieval Augmented Generation" video

hpi-swa-lab /Squeak-SemanticText

ChatGPT, embedding search, and retrieval-augmented generation for Squeak/Smalltalk

Zipstack /unstract-adapters

Unstract's interface to LLMs, Embeddings and VectorDBs.

mantrakp04 /sheer

A fully client-side chat application with AI capabilities running entirely in your browser. No servers, complete privacy, and persistent storage.

Gayatri-Education /Gayatri-Demo

Institutional-grade offline adaptive learning platform featuring course-independent Socratic tutoring and strictly scoped air-gapped RAG.

jose-compu /logosdb

LogosDB is the SQLite for AI Agents and RAG.

aws-samples /rag-with-amazon-bedrock-and-documentdb

Question Answering Generative AI application with Large Language Models (LLMs), Amazon Bedrock, and Amazon DocumentDB (with MongoDB Compatibility)

zvec-ai /zvec-dart

Lightning-fast, in-process vector database for Dart & Flutter — powered by Zvec