Vector Embedding Storage Vector Databases

There are 12 vector embedding storage tools tracked. 2 score above 50 (established tier). The highest-rated is FalkorDB/code-graph at 59/100 with 271 stars.

Get all 12 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	FalkorDB/code-graph A code-graph demo using GraphRAG-SDK and FalkorDB	59	Established	271	TypeScript
2	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。	52	Established	2,001	JavaScript
3	symfony/ai-store Low-level abstraction for storing and retrieving documents in a vector store.	43	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	24	Experimental	22	Python
8	jjordanbaird/EmailVectorDB This project demonstrates how to parse emails, process them using OpenAI's...	21	Experimental	22	Python
9	mshumayl/langchain-pgvector Knowledge base Q&A program using LangChain for retrieval-augmented prompting...	20	Experimental	19	Python
10	abhirockzz/langchain-go-postgresql-vectorstore langchain Vector Store implementation based for PostgreSQL pgvector	19	Experimental	9	Go
11	berecat/openai-pinecone-search Semantic search with openai's embeddings stored to pineconedb (vector database)	16	Experimental	14	TypeScript
12	ardasisbot/embedding-search-pg Embedding-based similarity search on all Paul Graham's articles	14	Experimental	9	TypeScript