Data / Repositories / Retrieval augmented generation
Retrieval augmented generation repositories on GitHub: 8 ranked by stars
8 public repositories tagged Retrieval augmented generation are on GitHub, with 48,735 stars between them; 4 had a push in the last 30 days. Most are written in Python (4), TypeScript (1), Rust (1). The most starred: StarTrail-org/LEANN (13,027), The-Pocket/PocketFlow (11,230), LearningCircuit/local-deep-research (9,190).
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Every repository, most starred first
| Repository | What it is | Language | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|---|
| StarTrail-org/LEANN | [MLsys2026 Best Paper]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. | Python | 13,027 | 1,184 | MIT | Oct 14 | Oct 14 |
| The-Pocket/PocketFlow | Pocket Flow: 100-line LLM framework. Let Agents build Agents! | Python | 11,230 | 1,214 | MIT | Jul 26 | Oct 11 |
| LearningCircuit/local-deep-research | ~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents.… | Python | 9,190 | 845 | MIT | Oct 14 | Oct 14 |
| vitali87/code-graph-rag | The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs | Python | 5,256 | 699 | MIT | Oct 14 | Oct 14 |
| Marker-Inc-Korea/AutoRAG | AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently. | TypeScript | 5,122 | 446 | Oct 10 | Oct 11 | |
| devflowinc/trieve | All-in-one platform for search, recommendations, RAG, and analytics offered via API | Rust | 2,717 | 254 | MIT | Jan 25 | Oct 11 |
| Andrew-Jang/RAGHub | A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem. | 2,010 | 187 | MIT | Jul 28 | Oct 11 | |
| SalvatoreRa/ML-news-of-the-week | A collection of the the best ML and AI news every week (research, news, resources) | 183 | 12 | Apache-2.0 | Jul 27, 2025 | Oct 14 |
By language
- Python 4
Related topics
- LLM 6
- RAG 6
- AI 5
- Artificial intelligence 4
- Python 3
- Agents 3
- Ollama 2
- Vector search 2
- Large language models 2
- Machine learning 2
- NLP 2
- LangChain 1
Read from GitHub by SpecStream between October 11, 2026 and October 14, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.