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 58 rag curated resources tools tracked. 1 score above 70 (verified tier). The highest-rated is ax-llm/ax at 88/100 with 2,465 stars and 151,495 monthly downloads. 3 of the top 10 are actively maintained.

Get all 58 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	ax-llm/ax The pretty much "official" DSPy framework for Typescript	88	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	omerbsezer/Fast-LLM-Agent-MCP This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes:...	47	Emerging	58	Python
7	ibm-self-serve-assets/SuperKnowa Build Enterprise RAG (Retriver Augmented Generation) Pipelines to tackle...	46	Emerging	116	Jupyter Notebook
8	FareedKhan-dev/small-gpu Building a Tiny GPU to understand AI hardware engineering	46	Emerging	46	SystemVerilog
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	hymie122/RAG-Survey Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG...	35	Emerging	1,789	—
13	rahavshukla/Hackathon-Tools 🏆 Discover essential tools and frameworks to enhance your hackathon...	29	Experimental	3	—
14	JohanLi233/Viby Viby vibes everything.	29	Experimental	2	Python
15	pr0mila/From-GANs-to-RAG-A-Journey-Through-Modern-Deep-Learning A curated collection of foundational papers tracing the evolution from early...	27	Experimental	10	—
16	sbalnojan/ai-chaos-awesome Awesome list for AI chaos engineering: experiments, evaluations, guardrails...	27	Experimental	5	—
17	tertiarycourses/TGS-2020503207-Vibe-Coding-for-AI-Machine-Learning-to-AI-Agents WSQ Vibe Coding for AI: Machine Learning to AI Agents — Hands-on labs with...	27	Experimental	1	Jupyter Notebook
18	alfredang/TGS-2020503207-Vibe-Coding-for-AI-Machine-Learning-to-AI-Agents WSQ Vibe Coding for AI: Machine Learning to AI Agents — Hands-on labs with...	27	Experimental	1	Jupyter Notebook
19	zocomputer/substrate-python Substrate Python SDK	26	Experimental	8	Python
20	HuggingAGI/AwesomeRAGPapers A curated collection of influential surveys and papers on...	25	Experimental	49	—
21	Miguelcomemtslk/ai-chaos-awesome ⚡ Break AI systems intentionally to enhance resilience with curated chaos...	24	Experimental	2	—
22	nluninja/awesome-rag-study A curated collection of papers, frameworks, tools, and resources on...	23	Experimental	5	—
23	Suwopfrmda8/engineering-system-framework 🚀 Unify engineering principles and processes with a flexible framework that...	23	Experimental	1	—
24	prane-eth/iRAT Replanning and Controlled Retrieval for Robust LLM Reasoning	23	Experimental	8	Jupyter Notebook
25	maxencebernardhub/ai-engineering-labs Hands-on, multi-provider AI engineering labs — OpenAI, Anthropic Claude,...	23	Experimental	1	Jupyter Notebook
26	RUC-NLPIR/RAG-Reading-List RAG methods, benchmarks, and toolkits	23	Experimental	19	—
27	aloth/awesome-ai-agents A curated list of AI agent frameworks, tools, platforms, research papers,...	23	Experimental	1	—
28	mangobanaani/sktk Convenience layer over Semantic Kernel for Python	23	Experimental	1	Python
29	ananttripathi/DSCode DSCode is a free, comprehensive learning platform for mastering Data...	23	Experimental	5	HTML
30	HosonoDE/EasyAI-PHP EasyAi-PHP	23	Experimental	10	PHP
31	ahmedelhamoly/awesome-agentic-engineering Provide a curated list of tools, resources, and best practices for adopting...	23	Experimental	1	—
32	eltociear/awesome-rag A curated list of awesome RAG.	22	Experimental	3	—
33	Suriboy070/awesome-ai-software-engineering 🤖 Explore essential tools and resources for integrating AI into software...	22	Experimental	—	—
34	indivisible-receivedpronunciation624/dspy-lm-auth Enable DSPy to authenticate using Pi-style credentials and ChatGPT...	22	Experimental	—	Python
35	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	22	Experimental	—	—
36	andreahlert/awesome-rag A curated list of awesome Retrieval Augmented Generation (RAG) frameworks,...	22	Experimental	—	—
37	Inflexis-ai/aixaas-docs AIXaaS™ Platform Documentation — Enterprise AI Orchestration by Inflexis	22	Experimental	—	—
38	JSLEEKR/git-trend-sync Sync AI trends to your project — auto-discovers trending GitHub repos and...	22	Experimental	—	Python
39	tuxthepenguin84/osai Curated List of Open Source AI	21	Experimental	2	—
40	samuelvinay91/awesome-ai-engineer Awesome AI Engineer - Curated roadmap and resources from AI Engineer to AI...	19	Experimental	—	—
41	adsorgcn/ai-see Give AI the ability to see the internet.	19	Experimental	—	JavaScript
42	nivara-ai/.github Nivara organization profile and community guidelines	19	Experimental	—	—
43	Shad107/awesome-rag-resources A curated list of Retrieval-Augmented Generation (RAG) resources — papers,...	19	Experimental	—	—
44	cloudsucker/agentic-patterns-book История AI-агентов — это история решения ограничений нейросетей. Нет памяти?...	19	Experimental	—	—
45	NANDHARAJ5/ai-access 🤖 Access various AI models effortlessly with this unified PHP library,...	16	Experimental	—	PHP
46	turab45/awesome-healthcare-agents Curated list of AI Agents, frameworks, datasets, and research papers focused...	16	Experimental	1	—
47	SkywardAI/.github The vision and the duty of SkywardAI community.	15	Experimental	—	—
48	aslidogan0106-cmd/dx-data-engineering-and-data-science 🛠️ Simplify your Data Engineering and Data Science projects with a...	14	Experimental	—	PowerShell
49	colesmcintosh/chain-of-thought-reranking an approach to optimizing large language model (LLM) responses by...	14	Experimental	3	Jupyter Notebook
50	sabinbobu/Anthropic_Course Hands-on Anthropic course covering Claude API, prompt engineering, RAG, tool...	14	Experimental	—	Jupyter Notebook
51	alawalmuazu/SupAgentic 25 open-source AI tools + 7 prompts, unified under one dashboard	14	Experimental	—	HTML
52	sudabg/ai-agent-resources ⛏ 602 curated resources from 700+ Awesome lists. AI/LLM, DevOps, Data, API,...	14	Experimental	—	Python
53	kanutocd/prescient Unified interface for AI providers including Ollama (local), Anthropic...	12	Experimental	1	Ruby
54	cmteone/awesome-personas Open-source personas for AI & RAG applications	12	Experimental	3	—
55	atomiclaboratory/aics AI Context Sitemap (AICS). Generates semantic, token-optimized code indexes...	12	Experimental	1	TypeScript
56	JhaAyush01/Fixing-Lost-In-The-middle-Phenomenon The phenomenon refers to the degradation of model performance on tokens in...	11	Experimental	—	Jupyter Notebook
57	stabem/awesome-contentapi Awesome list of ContentAPI resources, tools, and examples	11	Experimental	—	—
58	RobThePCGuy/PMG-Digital-Persona Design memorandum and specification site for “memorial bots” that operate...	11	Experimental	—	HTML

Comparisons in this category

Awesome-RAG and Awesome-GraphRAG (60 vs 55) Awesome-GraphRAG and Awesome-RAG (55 vs 39) Awesome-RAG and awesome-rag (60 vs 39) awesome-rag and Awesome-RAG (39 vs 39)