Vector Embedding Storage Vector Databases

There are 16 vector embedding storage tools tracked. 2 score above 50 (established tier). The highest-rated is apconw/Aix-DB at 62/100 with 2,001 stars. 1 of the top 10 are actively maintained.

Get all 16 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=vector-db&subcategory=vector-embedding-storage&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	apconw/Aix-DB Aix-DB 基于 LangChain/LangGraph 框架，结合 MCP Skills 多智能体协作架构，实现自然语言到数据洞察的端到端转换。	62	Established	2,001	JavaScript
2	FalkorDB/code-graph A code-graph demo using GraphRAG-SDK and FalkorDB	56	Established	271	TypeScript
3	symfony/ai-store Low-level abstraction for storing and retrieving documents in a vector store.	46	Emerging	19	PHP
4	kagisearch/vectordb A minimal Python package for storing and retrieving text using chunking,...	40	Emerging	783	Python
5	awa-ai/awadb AI Native database for embedding vectors	40	Emerging	175	C++
6	niclasko/Cypher.js Cypher graph database for Javascript	39	Emerging	67	JavaScript
7	abhirockzz/langchain-opensearch-rag Vector databases for generative AI	31	Emerging	22	Python
8	UmstadAI/uploaders Uploaders for Documentation, Projects, Discord chats, other documents to...	29	Experimental	1	Python
9	jjordanbaird/EmailVectorDB This project demonstrates how to parse emails, process them using OpenAI's...	28	Experimental	22	Python
10	mshumayl/langchain-pgvector Knowledge base Q&A program using LangChain for retrieval-augmented prompting...	27	Experimental	19	Python
11	abhirockzz/langchain-go-postgresql-vectorstore langchain Vector Store implementation based for PostgreSQL pgvector	26	Experimental	9	Go
12	berecat/openai-pinecone-search Semantic search with openai's embeddings stored to pineconedb (vector database)	23	Experimental	14	TypeScript
13	PabloSanchi/retrieval-augmented-generation-with-go Vectorstore backend - go - milvus	22	Experimental	6	Go
14	ardasisbot/embedding-search-pg Embedding-based similarity search on all Paul Graham's articles	21	Experimental	9	TypeScript
15	mcaimi/chromadb-ingestor This repository has been moved to...	19	Experimental	1	Jupyter Notebook
16	chuanqisun/eigen-db High-performance vector database for the web	17	Experimental	6	TypeScript