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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
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This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
| Date | Stars |
|---|---|
| 2026-07-24 | 28798 |
| 2026-07-25 | 28810 |
| 2026-07-28 | 28810 |
| 2026-07-30 | 28810 |
| 2026-07-31 | 28883 |
| 2026-08-06 | 28883 |
Today
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This week
+73 stars this week
This month
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Momentum
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growth rate 0.25%/day
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# Advanced RAG Techniques 🚀
### Elevating Your Retrieval-Augmented Generation Systems
A community-driven hub of **42+ runnable notebooks** covering RAG techniques from foundational to cutting-edge - the intuition, the code, and the references to build more accurate, context-rich retrieval systems.
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[](http://makeapullrequest.com)
[](https://www.linkedin.com/in/nir-diamant-759323134/)
[](https://twitter.com/NirDiamantAI)
[](https://www.reddit.com/r/EducationalAI/)
[](https://discord.gg/cA6Aa4uyDX)
[](https://github.com/sponsors/NirDiamant)
<h2 align="center">🎓 From RAG prototypes to production</h2>
<div align="center">
**[Prompt to Production](https://europe-west1-rag-techniques-views-tracker.cloudfunctions.net/rag-techniques-tracker?notebook=main-readme&click=course-free-module-cta&target=https%3A%2F%2Fwww.diamant-ai.com%2Fcourses%3Futm_source%3Dgithub%26utm_medium%3Dreadme%26utm_campaign%3Drag-techniques&retarget=0&text=course-free-module-cta)** - my full course on building software with AI the way professionals do: the methods and paradigms behind reliable, efficient, modular production systems, taught systematically. 17 modules, each pairing a video lecture with a hands-on lab, from your first structured prompt to a working production system.
### 🎁 Try a full module, free
<table>
<tr>
<td align="center">🎬<br><b>7-minute<br>video lecture</b></td>
<td align="center">🛠️<br><b>Hands-on<br>tutorial</b></td>
<td align="center">🤖<br><b>AI assistant<br>inside Claude Code</b></td>
</tr>
</table>
One `npm install` adds the module's AI assistant to your Claude Code, and it guides you through the tutorial as you build.
<a href="https://europe-west1-rag-techniques-views-tracker.cloudfunctions.net/rag-techniques-tracker?notebook=main-readme&click=course-free-module-cta&target=https%3A%2F%2Fwww.diamant-ai.com%2Fcourses%3Futm_source%3Dgithub%26utm_medium%3Dreadme%26utm_campaign%3Drag-techniques&retarget=0&text=course-free-module-cta"><img src="images/free-module-button.svg" alt="Claim your free module" width="420"></a>
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## Sponsors ❤️
We gratefully acknowledge the organizations and individuals who have made significant contributions to this project.
**Company Sponsors**
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<td style="border: none; text-align: center; padding: 16px 24px; width: 33.33%; vertical-align: middle;">Excerpt of 66,786 characters
Read on GitHub
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:edd3a8605eeabd66, topic:rag, topic:retrieval-augmented-generation, desc:retrieval-augmented generation
matched fp:edd3a8605eeabd66, topic:vector-database, topic:semantic-search
matched fp:edd3a8605eeabd66, topic:llm, topic:gpt