Rag Quality Assurance RAG Tools

There are 72 rag quality assurance tools tracked. 2 score above 50 (established tier). The highest-rated is Bessouat40/RAGLight at 68/100 with 655 stars. 1 of the top 10 are actively maintained.

Get all 72 projects as JSON

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

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#	Tool	Score	Tier	Stars	Language
1	Bessouat40/RAGLight RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It...	68	Established	655	Python
2	datallmhub/ragctl A powerful CLI tool to manage, test, and optimize RAG pipelines. Streamline...	50	Established	18	Python
3	superagent-ai/super-rag Super performant RAG pipelines for AI apps. Summarization, Retrieve/Rerank...	47	Emerging	388	Python
4	feld-m/rag_blueprint A modular framework for building and deploying Retrieval-Augmented...	45	Emerging	19	Python
5	McKern3l/RAGdrag RAG pipeline security testing toolkit - 27 techniques across 6 kill chain...	41	Emerging	13	Python
6	mburaksayici/RAG-Boilerplate RAG boilerplate with semantic/propositional chunking, hybrid search (BM25 +...	37	Emerging	65	Python
7	balavenkatesh3322/rag-doctor 🩺 Agentic RAG pipeline failure diagnosis tool. Tells you why your RAG failed...	34	Emerging	1	Python
8	Dono1901/RAG-LLM-using-AI-Pipeline-with-streamlit-interface A system that combines Retrieval-Augmented Generation (RAG), the Claude...	34	Emerging	3	Python
9	Abhinandan-Khurana/rag-based-ai-pentest-report-generator A sophisticated tool that leverages RAG (Retrieval Augmented Generation) to...	31	Emerging	4	Python
10	anhmtk/StillMe-Learning-AI-System-RAG-Foundation Self-Evolving RAG System with ChromaDB for continuous knowledge updates (6x...	31	Emerging	6	Python
11	AstraBert/diRAGnosis Diagnose the performance of your RAG🩺	29	Experimental	42	Python
12	TaimoorKhan10/Enterprise-RAG-Framework Production-ready Retrieval Augmented Generation (RAG) system with hybrid...	28	Experimental	9	Python
13	deepashreesiva/langgraph-rag-assistant 🚀 Build an enterprise-ready RAG system to enhance technical documentation...	26	Experimental	1	Python
14	jonnamartiinUdemm/rag-backend-core Modular RAG Backend API built with FastAPI. Features Hybrid LLM support...	25	Experimental	2	Python
15	Luxia-AI/worker RAG Worker service: executes retrieval, evidence validation, and LLM-based...	24	Experimental	1	Python
16	Matrixxboy/TheUltimateRAG TheUltimateRAG is a production-ready, modular, and highly flexible...	24	Experimental	1	JavaScript
17	jinno-ai/enterprise-rag-system Production-grade RAG pipeline for enterprise knowledge bases	23	Experimental	—	Python
18	samarthshete/ContextLens RAG evaluation & debugging platform with trace capture, failure taxonomy,...	23	Experimental	1	Python
19	BryanTheLai/StackRAG-Backend StackRAG is a multi-tenant Retrieval-Augmented Generation (RAG) platform for...	23	Experimental	2	Jupyter Notebook
20	saadbenchekroun/autorag Automatically selects and serves optimal RAG pipelines for your document corpus	22	Experimental	—	Python
21	Thisen-Ekanayake/Athena Athena: Research data acquisition and RAG pipeline for automated research...	22	Experimental	—	Python
22	Beefy-dev-auth/odyssey-infra Debuggable RAG for AI Systems	22	Experimental	—	—
23	benwalkerai/Portfolio_RAG A reference architecture for reliable RAG: features 100% test coverage,...	22	Experimental	1	Python
24	TammineniTanay/hybrid-rag-system Production-grade RAG system with hybrid retrieval (Qdrant + Elasticsearch +...	22	Experimental	—	Python
25	ZAG23/nextwork-rag-api A RAG (Retrieval-Augmented Generation) API built with FastAPI, ChromaDB, and...	22	Experimental	1	Python
26	NeuroForgeLabs/rag-doctor 🩺 RAG Doctor — Open-source diagnostic tool for Retrieval-Augmented...	21	Experimental	—	JavaScript
27	adityonugrohoid/rag-operator-console Full RAG implementation with explicit prompt assembly and operator...	21	Experimental	—	Python
28	apundhir/advanced_rag_knowledge_engine Production-grade RAG and knowledge routing engine with evaluation,...	21	Experimental	—	Python
29	Mohit904524242324242/nextwork-rag-api 📄 Create a dynamic Retrieval-Augmented Generation API to add and query a...	21	Experimental	—	Python
30	vaskoyudha/omnibus-rag Open-source Indonesian Legal RAG framework — hybrid retrieval, grounding...	21	Experimental	—	Python
31	ajazhussainsiddiqui/grounded-rag-api RAG API with built-in hallucination detection. Verifies LLM outputs against...	21	Experimental	—	Python
32	Muhammad-Farooq13/real-time-multimodal-rag-system Production-ready multimodal RAG system with FastAPI, Streamlit, hybrid...	21	Experimental	—	Python
33	prajitdatta/RAG-Autopsy Cut open broken RAG pipelines. Find what killed them. Fix it before you ship.	21	Experimental	—	Python
34	jstilb/modern-rag-pipeline Production RAG pipeline with hybrid search (semantic + BM25), multiple...	21	Experimental	—	Python
35	MAYANK12-WQ/enterprise-rag-architecture Production RAG patterns from real enterprise deployments — chunking...	21	Experimental	—	—
36	ms-kumar/rag-journey-poc-to-prod Production-ready RAG system with FastAPI, Qdrant, and LangGraph. Features...	21	Experimental	—	Python
37	Khaoula1025/it-support-rag-mlops End-to-end LLMOps project implementing a Retrieval-Augmented Generation...	21	Experimental	—	—
38	AnderssonProgramming/rag-langchain-openai-pinecone Enterprise-grade RAG system for the Enterprise Architecture (AREP) course at...	21	Experimental	—	Python
39	deconvolute-labs/trojan-rag-demo A demonstration of RAG poisoning attacks using dormant documentation injections.	21	Experimental	2	Python
40	SainathPattipati/enterprise-rag-engine Production RAG system for enterprise document intelligence — semantic...	21	Experimental	—	Python
41	ahmet-ozel/rag-master-class Classical RAG & Agentic RAG demo with ChromaDB, OpenAI, Gemini, Claude,...	21	Experimental	—	Python
42	claudian37/rag-starter-kit A framework-free RAG reference architecture. Built with Python, Supabase, and Koyeb.	21	Experimental	—	Python
43	PavanVkAlapati/Rag_Lab Modular RAG experimentation platform with FastAPI, Streamlit, multiple...	21	Experimental	2	Python
44	BrooksErica/sop-rag-system Compliance-aware RAG system for regulated SOP search (GxP-ready design)	21	Experimental	—	—
45	leandrodevai/KnowledgeSavvy Production-ready RAG with multi-stage validation and hallucination checks	21	Experimental	—	Python
46	morgandt-reed/langgraph-rag-assistant Enterprise RAG system with LangGraph multi-step reasoning and vector search	20	Experimental	1	Python
47	Julianbourdes/rag-ollama-plugin Claude Code plugin for building RAG applications with FastAPI, LangChain,...	20	Experimental	1	Python
48	Western-1/rag-doc-chat Production-grade RAG System: FastAPI, Qdrant & Groq. Features Langfuse...	20	Experimental	1	Python
49	onkar032/enterprise-rag-system Production-grade Retrieval Augmented Generation (RAG) system with advanced...	17	Experimental	—	Python
50	aliosmankaya/rag-app A Customizable RAG (Retrieval Augmented Generation) App	17	Experimental	1	Python
51	SouravUpadhyay7/Rag_Queue_System Production-grade async RAG system with FastAPI, Redis Queue, and distributed...	17	Experimental	—	Python
52	crackedngineer/InstaRAG A Python Framework to create production-ready RAG applications	15	Experimental	1	Python
53	tonumayworkspace-creator/self-improving-rag Self-Improving RAG System with Hybrid Search (BM25 + Vector), LLM Query...	15	Experimental	1	Python
54	FullFran/Hybrid-RAG-example 🔍 High-performance Hybrid RAG implementation using Clean Architecture....	15	Experimental	2	Python
55	albertodiazdurana/rag-document-assistant Production-ready RAG system with multi-provider LLM support (OpenAI, Claude,...	15	Experimental	2	Python
56	Naresh1401/Enterprise-Rag-Pipeline Production-grade RAG system with RAGAS evaluation, hallucination detection,...	14	Experimental	—	Python
57	dev-k99/RAG-Assistant Not another tutorial RAG. Hybrid retrieval (BM25 + dense), cross-encoder...	14	Experimental	—	Jupyter Notebook
58	Prakash2608/rag-project A production-grade RAG (Retrieval-Augmented Generation) system built from...	14	Experimental	—	Jupyter Notebook
59	daianicoelho/GreenRoots_AI_Support Latency-optimized RAG Agent	14	Experimental	—	Python
60	Ceastin/Finalyzer Production-grade RAG system enabling context-aware document analysis through...	14	Experimental	1	Python
61	nikhilreddy00/Metadata-Aware-Rag Production-ready Metadata-Aware RAG system for SEC EDGAR filings with...	14	Experimental	—	HTML
62	Abhishekjawahar/databricks-tutor Multi-agent RAG system for learning Databricks — built with LangGraph, Groq,...	14	Experimental	—	Python
63	achrafjarrou/lvmh-financial-rag Système RAG production-ready pour analyse financière LVMH 2023. FastAPI +...	13	Experimental	—	Python
64	HemantBK/AI-Wildlife-Tracker RAG system that identifies 500+ Indian wildlife species from text or photos...	13	Experimental	—	Python
65	KartikPawade/Document-Aware-RAG-System Enterprise-grade RAG with Parent-Child context expansion, Hybrid Search...	13	Experimental	—	Python
66	aneessaheba/RAG-Tax-Advisory-System-for-Intl-Students Production RAG system for international student tax advisory. Hybrid...	13	Experimental	—	Python
67	shyamprasadc/nlq-data-platform Production-grade NLQ platform with FastAPI-powered RAG pipeline and AWS data...	13	Experimental	—	Python
68	rayinaboinakoushik-lab/EDin-Rag-System Dockerized Retrieval-Augmented Generation system that ingests educational...	13	Experimental	—	Python
69	armandev25/AI-Review-Intelligence-Engine- AI-powered review intelligence system using Retrieval-Augmented Generation...	13	Experimental	—	Python
70	Jeroflo88/Self-Corrective-RAG 🔍 Enhance your searches with Self-Corrective RAG, a system that optimizes...	13	Experimental	—	Python
71	MahdiAmrollahi/Self-Corrective-RAG "A resilient RAG agent built with LangGraph and LlamaIndex that...	12	Experimental	1	Python
72	TAM-DS/RAG-Attack-Surface-Propagation-Map-2025-Edition- A system-level analysis of how Retrieval-Augmented Generation (RAG)...	12	Experimental	1	—

Comparisons in this category

RAGLight and super-rag (68 vs 47) RAGLight and RAG-Boilerplate (68 vs 37) RAGLight and rag_blueprint (68 vs 45) RAGLight and ragctl (68 vs 50) RAGLight and Enterprise-RAG-Framework (68 vs 28) RAGLight and RAG-LLM-using-AI-Pipeline-with-streamlit-interface (68 vs 34) RAGLight and rag-backend-core (68 vs 25) RAGLight and rag-doctor (68 vs 34) RAGLight and nextwork-rag-api (68 vs 22) super-rag and rag_blueprint (47 vs 45)