Retrieval Augmented Generation RAG Tools

There are 18 retrieval augmented generation tools tracked. 3 score above 50 (established tier). The highest-rated is vitali87/code-graph-rag at 67/100 with 2,072 stars. 2 of the top 10 are actively maintained.

Get all 18 projects as JSON

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

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#	Tool	Score	Tier	Stars	Language
1	vitali87/code-graph-rag The ultimate RAG for your monorepo. Query, understand, and edit...	67	Established	2,072	Python
2	stevereiner/flexible-graphrag Flexible GraphRAG: Python, LlamaIndex, Docker Compose: 8 Graph dbs, 10...	65	Established	110	Python
3	christopherkarani/Wax Lightening fast RAG on Apple Silicon. On-Device. No Server. No API. One...	56	Established	643	Swift
4	dmayboroda/minima On-premises conversational RAG with configurable containers	48	Emerging	1,039	Python
5	shredEngineer/Archive-Agent Find your files with natural language and ask questions.	45	Emerging	57	Python
6	ggozad/haiku.rag Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling	45	Emerging	494	Python
7	genieincodebottle/rag-app-on-aws Build and deploy a full-stack RAG app on AWS with Terraform, using free tier...	39	Emerging	55	Python
8	irahardianto/qurio Self-hosted RAG engine for AI coding assistants. Ingests technical docs &...	39	Emerging	11	Go
9	bluewings1211/codebase-RAG A Retrieval-Augmented Generation (RAG) Model-Controller-Provider (MCP)...	35	Emerging	14	Python
10	ssdeanx/secure-rag-multi-agent Secure Retrieval-Augmented Generation (RAG) with role-based access control...	35	Emerging	14	TypeScript
11	jgravelle/Groqqle Groqqle is a powerful web search and content summarization tool built with...	33	Emerging	154	HTML
12	aahepburn/RAG-Assistant-for-Zotero An open‑source desktop RAG application that enables semantic search across...	32	Emerging	76	Python
13	khoi03/adk-mcp-rag A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent...	31	Emerging	23	Python
14	ParthSareen/obsidian-rag Talk to your Obsidian notes!	27	Experimental	132	Python
15	antl3x/ToolRAG Unlimited LLM tools, zero context penalties — ToolRAG serves exactly the LLM...	26	Experimental	22	TypeScript
16	cr21/RAG-MCP Simple RAG implementation from scratch using MCP, focusing on Perception,...	22	Experimental	13	Python
17	mpashkovskiy/ru-rag RAG pipeline implementation example for the Russian language	22	Experimental	24	Python
18	leo038/RAG_tutorial RAG技术实现。 langchain, llama_index	12	Experimental	14	Python

Comparisons in this category

code-graph-rag and flexible-graphrag (67 vs 65)