Retrieval Augmented Generation RAG Tools

There are 68 retrieval augmented generation tools tracked. 4 score above 50 (established tier). The highest-rated is vitali87/code-graph-rag at 66/100 with 2,072 stars. 2 of the top 10 are actively maintained.

Get all 68 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...	66	Established	2,072	Python
2	stevereiner/flexible-graphrag Flexible GraphRAG: Python, LlamaIndex, Docker Compose: 8 Graph dbs, 10...	63	Established	110	Python
3	dmayboroda/minima On-premises conversational RAG with configurable containers	55	Established	1,039	Python
4	christopherkarani/Wax Lightening fast RAG on Apple Silicon. On-Device. No Server. No API. One...	53	Established	643	Swift
5	shredEngineer/Archive-Agent Find your files with natural language and ask questions.	49	Emerging	57	Python
6	ggozad/haiku.rag Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling	49	Emerging	494	Python
7	genieincodebottle/rag-app-on-aws Build and deploy a full-stack RAG app on AWS with Terraform, using free tier...	45	Emerging	55	Python
8	irahardianto/qurio Self-hosted RAG engine for AI coding assistants. Ingests technical docs &...	43	Emerging	11	Go
9	bluewings1211/codebase-RAG A Retrieval-Augmented Generation (RAG) Model-Controller-Provider (MCP)...	41	Emerging	14	Python
10	ssdeanx/secure-rag-multi-agent Secure Retrieval-Augmented Generation (RAG) with role-based access control...	41	Emerging	14	TypeScript
11	jgravelle/Groqqle Groqqle is a powerful web search and content summarization tool built with...	40	Emerging	154	HTML
12	khoi03/adk-mcp-rag A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent...	38	Emerging	23	Python
13	ryandmonk/knowledge_graph_brain MCP-native knowledge graph orchestrator that unifies data silos with...	37	Emerging	3	TypeScript
14	aahepburn/RAG-Assistant-for-Zotero An open‑source desktop RAG application that enables semantic search across...	36	Emerging	76	Python
15	ParthSareen/obsidian-rag Talk to your Obsidian notes!	34	Emerging	132	Python
16	dinhanhx/cpu-ish-rag A very CPU-friendly RAG implementation	34	Emerging	8	Python
17	antl3x/ToolRAG Unlimited LLM tools, zero context penalties — ToolRAG serves exactly the LLM...	33	Emerging	22	TypeScript
18	alexinaldojunior/mcp-rag-agent 🔍 Build a production-ready RAG system that combines LangGraph and MCP...	31	Emerging	1	Python
19	mpashkovskiy/ru-rag RAG pipeline implementation example for the Russian language	29	Experimental	24	Python
20	cr21/RAG-MCP Simple RAG implementation from scratch using MCP, focusing on Perception,...	28	Experimental	13	Python
21	chakrikaguttameedi/agentic-rag-chatbot Agentic RAG Chatbot using Model Context Protocol (MCP) to answer queries...	25	Experimental	5	Python
22	2015xli/jqassistant-graph-rag Source code graph RAG (graphRAG) for Java/Kotlin development based on jQAssistant	25	Experimental	8	Python
23	qdon314/obsidian-vault-RAG Production-Oriented Retrieval-Augmented-Generation against Regulatory Corpora	24	Experimental	1	Python
24	innomon/yzma-duckdb-rag A Retrieval-Augmented Generation (RAG) system implemented in Go	24	Experimental	3	Go
25	Raghavan-04/RAG_model A Dual-Stream Processing Architecture, where information extraction pipeline...	24	Experimental	3	Rich Text Format
26	DevNexsler/RAG-In-A-Box RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search,...	24	Experimental	3	Python
27	Chiragadve/RAG-Sandbox RAG-Sandbox is a comprehensive, multi-tenant Agentic RAG...	23	Experimental	—	TypeScript
28	imagines-nummorum/agentic-graph-rag GraphRAG-Driven Agentic Reasoning: A Research Prototype using ADK, MCP, and Neo4j	23	Experimental	1	Cypher
29	protocontext/protocontext Deterministic knowledge layer for RAG systems. Open standard + search...	23	Experimental	2	TypeScript
30	DIMANANDEZ/refrag 🚀 Enhance retrieval with REFRAG, using micro-chunking and fast indexing for...	22	Experimental	1	Python
31	Papagiannopoulos/BioRAG-AI-Agent An Intelligent Biomedical Semantic-Retrieval System	22	Experimental	3	Python
32	Anshu-312/rag-system-foundation This repository provides a small, end-to-end example demonstrating...	21	Experimental	—	Python
33	deepanshu-Raj/SentinelRAG A policy-aware hybrid RAG agent for secure question answering over code...	21	Experimental	—	Python
34	Ankushkhadka21/ragit 📄 Build RAG applications easily with ragit, a Python toolkit for document...	21	Experimental	—	Python
35	pronzzz/prismNLG PrismNLG is a modular Natural Language Generation system built on Hugging...	21	Experimental	—	Python
36	nandinideshmukh/Document_Assistant Retrieval-Augmented Generation (RAG) based Document Assistant that enables...	21	Experimental	—	Python
37	gsaini/legal-document-assistant A high-precision, agentic RAG system for contract review, legal research,...	21	Experimental	—	Python
38	Navy10021/AegisRAG A Retrieval-Augmented Threat Analysis Framework with Meta-Evaluation and...	20	Experimental	1	Jupyter Notebook
39	chathuryasri1912/Smart-Legal-Assistant-SLA-CARA RAG-based legal document assistant using Legal-BERT and FAISS to extract...	20	Experimental	1	Python
40	leo038/RAG_tutorial RAG技术实现。 langchain, llama_index	19	Experimental	14	Python
41	TheAleAle/rag-light A lightweight local RAG system.	19	Experimental	—	Python
42	ParthaPRay/Sowa-Rigpa-RAG This repo shows the coding of Sowa-Rigpa using RAG on localized LLM using Ollama	18	Experimental	1	Python
43	suwa-sh/local-RAG-backend This is the backend for a RAG system that runs on Docker Compose. It...	18	Experimental	1	Python
44	Akshar106/IntelliSphere-Domain-Specific-RAG-Conversational-AI- A production-grade Retrieval-Augmented Generation system delivering...	17	Experimental	—	HTML
45	pranav-wakode/local-rag-project A local RAG (Retrieval-Augmented Generation) AI assistant using Python,...	17	Experimental	—	Python
46	Arman001/doclet Private AI Document Assistant	17	Experimental	—	Python
47	Shahbaz1234567/SmartRAG-Assistant SmartRAG-Assistant/GenAI-Assistant leverages advanced LLM models and Nvidia...	17	Experimental	1	Python
48	0AlphaZero0/ROR-proto-EMBL ROR prototype developed during the FREYA project	17	Experimental	1	Python
49	europanite/rag_chat_container_template A Full-Stack RAG Chatting Container Template	17	Experimental	—	Python
50	ssr-1998/OllamaRAGBot Privacy-first Local Chatbot using Llama 3.2, enhanced by RAG...	17	Experimental	—	Python
51	mhosigiri/DocuExtract AI-powered mortgage document extraction and intelligent policy Q&A system with RAG	16	Experimental	—	Python
52	pgalonza/rag-project Retrieval-Augmented Generation project	15	Experimental	—	Python
53	patowari/Local-RAG-System-with-DeepSeek-and-Streamlit This repository features a Local RAG System powered by DeepSeek-Coder and...	15	Experimental	—	Python
54	lerenaminy/AgeWell A RAG-powered clinical reasoning engine for longevity. Translates complex...	14	Experimental	1	Python
55	Dhruv-patel-17/RAG-Chatbot Generate paper based on the past question paper	13	Experimental	—	Jupyter Notebook
56	Dellos12/projeto-rag-geometrico "Motor de RAG fundamentado em Geometria da Informação e Variedades...	13	Experimental	—	Python
57	emanehabn/AnimeRecommender_llmops Production-ready Anime RAG system using Llama groq and ChromaDB, featuring a...	13	Experimental	—	Python
58	karam220/rag-chatbot-multimodal-ai Multimodal AI system for RAG-based Q&A and image captioning	13	Experimental	—	Jupyter Notebook
59	DosiBridge/dosibridge-agent-CE A full-stack AI agent platform with Retrieval Augmented Generation (RAG),...	13	Experimental	2	TypeScript
60	Ansh2709/NuggetAssignment A chatbot using Retrieval Augmented Generation (RAG) to answer questions...	13	Experimental	—	Python
61	Rhnsudhir/RAG_Agent.ai Chat with RAG - Trained only on given data	13	Experimental	—	Python
62	Rishu22889/mospi MoSPI web scraper + LLaMA 3 RAG chatbot \| Scrapes India's statistics...	13	Experimental	—	Python
63	DTufail/nuremberg-project RAG-powered Q&A over 46,000+ passages from the Nuremberg Trial transcripts...	13	Experimental	—	Python
64	luisrodriguesphd/mcp-rag-agent This repository presents a production-ready RAG system combining LangGraph...	12	Experimental	1	Python
65	tylerthompson10121/local-llama-rag a 100% private, offline RAG system that lets you chat with your local...	12	Experimental	1	Python
66	deletexiumu/dar-ontology-reasoning Ontology-driven clinical reasoning for rare disease perioperative...	11	Experimental	—	PLpgSQL
67	Priyanshu-hawk/Resume-Docs-Based-Rag-LLM Resume-Docs-Based-RAG-LLM is a system combining Retrieval-Augmented...	10	Experimental	2	Python
68	KethanAcharya/RAG_Service Retrieval-Augmented Generation (RAG) Service Open-source RAG pipeline built...	10	Experimental	1	Python

Comparisons in this category

code-graph-rag and flexible-graphrag (66 vs 63) mcp-rag-agent and RAG-MCP (31 vs 28)