Vector Knowledge Bases Vector Databases
There are 8 vector knowledge bases tools tracked. 1 score above 70 (verified tier). The highest-rated is martin-papy/qdrant-loader at 70/100 with 31 stars and 1,431 monthly downloads.
Get all 8 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=vector-db&subcategory=vector-knowledge-bases&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
martin-papy/qdrant-loader
Enterprise-ready vector database toolkit for building searchable knowledge... |
|
Verified |
| 2 |
Davidyz/VectorCode
A code repository indexing tool to supercharge your LLM experience. |
|
Established |
| 3 |
orneryd/NornicDB
NornicDB is a high-performance graph + vector database built for AI agents... |
|
Emerging |
| 4 |
p-funk/fegis
Define AI tools in YAML with natural language schemas. All tool usage is... |
|
Emerging |
| 5 |
i3T4AN/Vector-Knowledge-Base
A semantic search engine that transforms your documents into an intelligent,... |
|
Emerging |
| 6 |
aaronsb/knowledge-graph-system
Kappa Graph — κ(G). A semantic knowledge graph where knowledge has weight.... |
|
Emerging |
| 7 |
lemon07r/Vera
Local code search combining BM25, vector similarity, and cross-encoder... |
|
Experimental |
| 8 |
leonardsellem/readwise-vector-db
Turn your Readwise library into a blazing-fast, self-hosted semantic search... |
|
Experimental |