Rag Techniques Frameworks RAG Tools

There are 34 rag techniques frameworks tools tracked. 2 score above 50 (established tier). The highest-rated is Marker-Inc-Korea/AutoRAG at 67/100 with 4,609 stars. 2 of the top 10 are actively maintained.

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#	Tool	Score	Tier	Stars	Language
1	Marker-Inc-Korea/AutoRAG AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG)...	67	Established	4,609	Python
2	jxzhangjhu/Awesome-LLM-RAG Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation...	51	Established	1,312	—
3	IntelLabs/RAG-FiT Framework for enhancing LLMs for RAG tasks using fine-tuning.	48	Emerging	767	Python
4	coree/awesome-rag A curated list of retrieval-augmented generation (RAG) in large language models	46	Emerging	374	—
5	IntelLabs/fastRAG Efficient Retrieval Augmentation and Generation Framework	46	Emerging	1,768	Python
6	Shaivpidadi/refrag REFRAG: LLM-powered representations for better RAG retrieval. Improve...	43	Emerging	26	Python
7	ibm-self-serve-assets/Blended-RAG Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with...	39	Emerging	86	Jupyter Notebook
8	AdnanSattar/Spatial-RAG A production-ready full-stack system that combines semantic search with...	35	Emerging	5	Python
9	ereztdev/RAGOps AI powered troubleshooting for ground support equipment. Deterministic RAG...	35	Emerging	6	Python
10	axiom-llc/axiom-rag Production RAG pipeline — grounded retrieval, source-cited answers,...	34	Emerging	1	Python
11	KazKozDev/production-rag Production-quality Retrieval-Augmented Generation with multi-strategy...	33	Emerging	6	Python
12	4d-depot/4D-Demo-AI-People-Skills Learn how to build a RAG (retrieval augmented generation) with 4D 21	32	Emerging	1	4D
13	confluentinc/flink-sql-ai-meetingcoach-azure This project demonstrates a real-time AI "Meeting Coach" showcasing the use...	29	Experimental	7	Shell
14	justinzm/RAG_course 此存储库展示了用于检索增强生成（RAG）系统的各种先进技术。RAG 系统将信息检索与生成模型相结合，以提供准确且上下文丰富的响应。	28	Experimental	10	Jupyter Notebook
15	yangchou19/Awesome-LLM-Rag A curated list of awesome papers and resources for Retrieval-Augmented...	27	Experimental	9	—
16	LVVignesh/gemini-rag-fastapi A production-grade Agentic RAG system built with FastAPI, LangGraph, and...	24	Experimental	1	Python
17	BlueBash/RAG-Raptor-RE-Ranker-demo The method of re-ranking involves a two-stage retrieval system, with...	24	Experimental	5	Python
18	axiom-llc/rag-pipeline RAG pipeline: ingest, embed (Gemini gemini-embedding-001), retrieve...	22	Experimental	1	Python
19	The-Data-Dilemma/MediRag-Guard A RAG Proof of Concept that delivers comprehensive, context-aware insights...	22	Experimental	14	Python
20	Zeus-Kairos/RAG_V RAG component visualizer. Visualize text parsing, splitting/chunking and...	22	Experimental	1	JavaScript
21	Md-Emon-Hasan/Retrieval-Augmented-Generation-RAG RAG enhances LLMs by retrieving relevant external knowledge before...	19	Experimental	4	Jupyter Notebook
22	SamJoeSilvano/Multi-Source-Knowledge-Retrieval-System An end-to-end multi-source knowledge retrieval system using LangChain,...	18	Experimental	2	Jupyter Notebook
23	br-data/rag-tools-library Library to support common tasks in retrieval augmented generation (RAG).	18	Experimental	2	Python
24	AdnanSattar/enterprise-rag-stack Production-grade RAG with hybrid search, reranking, verification & Graph-RAG.	17	Experimental	—	Python
25	mayankjoshiii/rag-analytics-dashboard RAG Pipeline Analytics & Knowledge Base Monitor with embedding space...	14	Experimental	—	HTML
26	Taiwrash/zey-ollama-rag-lab This demo showcases a premium RAG (Retrieval-Augmented Generation)...	14	Experimental	1	HTML
27	shivam1342/neuraldocs-rag-system Multi-tenant RAG pipeline with session isolation and <200ms cached...	13	Experimental	—	Python
28	e1washere/production-rag-service Production-grade RAG service demonstrating enterprise MLOps practices with...	13	Experimental	—	Python
29	235471/rag-evaluation-contracts-ragas A practical and critical evaluation of Retrieval-Augmented Generation (RAG)...	13	Experimental	—	Python
30	baniblunt/ollama-rag-reranker 🐱 Build a simple Retrieval-Augmented Generation system with embeddings,...	13	Experimental	—	—
31	Ariyan-Pro/RAG-Latency-Optimization CPU-optimized RAG pipeline reducing latency 2.7× (247ms → 92ms). Implements...	13	Experimental	—	Python
32	ahadkhan9/document-intelligence-rag Enterprise Retrieval-Augmented Generation (RAG) system for querying...	13	Experimental	—	Python
33	margitantal68/rag_paper RAG Evaluation using RAGAS	12	Experimental	2	Python
34	wakaflocka17/RetrievEM This repository implements a Retrieval Augmented Generation (RAG) pipeline...	12	Experimental	2	Python

Comparisons in this category

AutoRAG and RAG-FiT (67 vs 48) AutoRAG and awesome-rag (67 vs 46) AutoRAG and Blended-RAG (67 vs 39) AutoRAG and production-rag (67 vs 33) AutoRAG and axiom-rag (67 vs 34) AutoRAG and rag-pipeline (67 vs 22) Awesome-LLM-RAG and awesome-rag (51 vs 46) Awesome-LLM-RAG and RAG_course (51 vs 28) Awesome-LLM-RAG and Awesome-LLM-Rag (51 vs 27) awesome-rag and Awesome-LLM-Rag (46 vs 27)