Lightweight Rag Systems RAG Tools

There are 4 lightweight rag systems tools tracked. 1 score above 50 (established tier). The highest-rated is rasinmuhammed/rag-tui at 52/100 with 21 stars and 27 monthly downloads.

Get all 4 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=lightweight-rag-systems&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	rasinmuhammed/rag-tui ⚡ Debug your RAG pipeline without leaving the terminal. Real-time chunking...	52	Established	21	Python
2	kbeaugrand/KernelMemory.StructRAG Microsoft's Kernel Memory StructRAG implementation	44	Emerging	74	C#
3	metawake/ragtune EXPLAIN ANALYZE for RAG retrieval — inspect, debug, benchmark, and tune your...	31	Emerging	10	Go
4	chernistry/sentio Boilerplate RAG System with LangGraph Architecture	26	Experimental	16	Python