RAG Curated Resources RAG Tools

Curated lists, surveys, and benchmarks of RAG papers, frameworks, and tools organized for research and learning. Does NOT include functional RAG applications, implementation-specific tutorials, or domain-focused RAG systems.

There are 47 rag curated resources tools tracked. 1 score above 70 (verified tier). The highest-rated is ax-llm/ax at 75/100 with 2,465 stars. 3 of the top 10 are actively maintained.

Get all 47 projects as JSON

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

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#	Tool	Score	Tier	Stars	Language
1	ax-llm/ax The pretty much "official" DSPy framework for Typescript	75	Verified	2,465	TypeScript
2	alvinunreal/awesome-opensource-ai Curated list of the best truly open-source AI projects, models, tools, and...	62	Established	1,594	—
3	Danielskry/Awesome-RAG 😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.	60	Established	1,071	—
4	DEEP-PolyU/Awesome-GraphRAG Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks,...	55	Established	2,181	—
5	VoltAgent/awesome-ai-agent-papers A curated collection of AI agent research papers released in 2026, covering...	48	Emerging	295	—
6	ibm-self-serve-assets/SuperKnowa Build Enterprise RAG (Retriver Augmented Generation) Pipelines to tackle...	46	Emerging	116	Jupyter Notebook
7	FareedKhan-dev/small-gpu Building a Tiny GPU to understand AI hardware engineering	46	Emerging	46	SystemVerilog
8	omerbsezer/Fast-LLM-Agent-MCP This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes:...	45	Emerging	58	Python
9	Alexey-Popov/awesome-ai-architect 10x your AI Architect journey: plain‑language, guides that blend AI...	41	Emerging	114	—
10	Poll-The-People/awesome-rag awesome-rag: a collection of awesome thing related to Retrieval-Augmented Generation	39	Emerging	176	—
11	liunian-Jay/Awesome-RAG 💡 Awesome RAG: A resource of Retrieval-Augmented Generation (RAG) for LLMs,...	39	Emerging	439	—
12	JohanLi233/Viby Viby vibes everything.	35	Emerging	2	Python
13	hymie122/RAG-Survey Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG...	35	Emerging	1,789	—
14	sbalnojan/ai-chaos-awesome Awesome list for AI chaos engineering: experiments, evaluations, guardrails...	33	Emerging	5	—
15	zocomputer/substrate-python Substrate Python SDK	33	Emerging	8	Python
16	pr0mila/From-GANs-to-RAG-A-Journey-Through-Modern-Deep-Learning A curated collection of foundational papers tracing the evolution from early...	31	Emerging	10	—
17	HosonoDE/EasyAI-PHP EasyAi-PHP	30	Emerging	10	PHP
18	RUC-NLPIR/RAG-Reading-List RAG methods, benchmarks, and toolkits	30	Emerging	19	—
19	eltociear/awesome-rag A curated list of awesome RAG.	29	Experimental	3	—
20	tuxthepenguin84/osai Curated List of Open Source AI	28	Experimental	2	—
21	ananttripathi/DSCode DSCode is a free, comprehensive learning platform for mastering Data...	27	Experimental	5	HTML
22	Miguelcomemtslk/ai-chaos-awesome ⚡ Break AI systems intentionally to enhance resilience with curated chaos...	27	Experimental	2	—
23	prane-eth/iRAT Replanning and Controlled Retrieval for Robust LLM Reasoning	25	Experimental	8	Jupyter Notebook
24	HuggingAGI/AwesomeRAGPapers A curated collection of influential surveys and papers on...	25	Experimental	49	—
25	nluninja/awesome-rag-study A curated collection of papers, frameworks, tools, and resources on...	25	Experimental	5	—
26	maxencebernardhub/ai-engineering-labs Hands-on, multi-provider AI engineering labs — OpenAI, Anthropic Claude,...	23	Experimental	1	Jupyter Notebook
27	Inflexis-ai/aixaas-docs AIXaaS™ Platform Documentation — Enterprise AI Orchestration by Inflexis	22	Experimental	—	—
28	andreahlert/awesome-rag A curated list of awesome Retrieval Augmented Generation (RAG) frameworks,...	22	Experimental	—	—
29	mangobanaani/sktk Convenience layer over Semantic Kernel for Python	22	Experimental	1	Python
30	samuelvinay91/awesome-ai-engineer Awesome AI Engineer - Curated roadmap and resources from AI Engineer to AI...	21	Experimental	—	—
31	Royhoo/awesome-ai-startups GitHub 上可落地、可商业化的 AI 创业开源项目合集，适合个人开发者和小团队快速启动 AI 项目	21	Experimental	—	—
32	nivara-ai/.github Nivara organization profile and community guidelines	21	Experimental	—	—
33	cloudsucker/agentic-patterns-book История AI-агентов — это история решения ограничений нейросетей. Нет памяти?...	21	Experimental	—	—
34	Shad107/awesome-rag-resources A curated list of Retrieval-Augmented Generation (RAG) resources — papers,...	21	Experimental	—	—
35	colesmcintosh/chain-of-thought-reranking an approach to optimizing large language model (LLM) responses by...	21	Experimental	3	Jupyter Notebook
36	cmteone/awesome-personas Open-source personas for AI & RAG applications	19	Experimental	3	—
37	kanutocd/prescient Unified interface for AI providers including Ollama (local), Anthropic...	18	Experimental	1	Ruby
38	SkywardAI/.github The vision and the duty of SkywardAI community.	17	Experimental	—	—
39	intellwe/.github GitHub stuffs!	15	Experimental	1	—
40	atomiclaboratory/aics AI Context Sitemap (AICS). Generates semantic, token-optimized code indexes...	14	Experimental	1	TypeScript
41	DeployQL/awesome-multi-vector A list of multi-vector retrieval resources	14	Experimental	18	—
42	JhaAyush01/Fixing-Lost-In-The-middle-Phenomenon The phenomenon refers to the degradation of model performance on tokens in...	13	Experimental	—	Jupyter Notebook
43	sabinbobu/Anthropic_Course Hands-on Anthropic course covering Claude API, prompt engineering, RAG, tool...	13	Experimental	—	Jupyter Notebook
44	RobThePCGuy/PMG-Digital-Persona Design memorandum and specification site for “memorial bots” that operate...	13	Experimental	—	HTML
45	stabem/awesome-contentapi Awesome list of ContentAPI resources, tools, and examples	13	Experimental	—	—
46	kiss-ai-stack/.github landing page	11	Experimental	—	—
47	deciding/awesome-rag A curated list of LLM aided with Retrieval Augmented Generation (RAG)	11	Experimental	3	HTML

Comparisons in this category

Awesome-GraphRAG and RAG-Survey (55 vs 35) Awesome-RAG and Awesome-GraphRAG (60 vs 55) Awesome-GraphRAG and Awesome-RAG (55 vs 39) Awesome-GraphRAG and awesome-rag (55 vs 39) Awesome-GraphRAG and RAG-Reading-List (55 vs 30) Awesome-GraphRAG and awesome-rag (55 vs 29) awesome-opensource-ai and osai (62 vs 28) Awesome-RAG and awesome-rag (60 vs 39) Awesome-RAG and RAG-Reading-List (60 vs 30) Awesome-RAG and awesome-rag (60 vs 29)