NirDiamant / RAG_Techniques
git clone https://github.com/NirDiamant/RAG_Techniques.git
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A collection of 42+ runnable Jupyter notebooks, each tutorial covering an advanced technique for Retrieval-Augmented Generation systems.
Why you might care
Useful for developers building RAG pipelines who want to compare retrieval techniques beyond basic chunk-and-embed, with each technique explained alongside runnable code and references. The README also promotes a paid course and a book by the author, which is worth knowing when judging the material.
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30k
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3.7k
forks · 8 open issues
Star history (as recorded here)
LanguageJupyter Notebook
License—
Created2024-07-13 (2y ago)
Last push1d ago
Watchers258
OwnerUser
Seen on GitHub Trending
- 2026-10-24 — #6 monthly in jupyter-notebook · +448 ★
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- 2026-10-22 — #12 weekly in jupyter-notebook · +99 ★
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- 2026-10-20 — #18 monthly in jupyter-notebook · +418 ★
- 2026-10-20 — #14 weekly in jupyter-notebook · +98 ★
GitHub topics
agentic-ragaiembeddingsgenerative-aigptlangchainllama-indexllmllmsmachine-learningnlpopenaipythonragretrieval-augmented-generationsemantic-searchtutorialsvector-database
Links
- GitHub: github.com/NirDiamant/RAG_Techniques
- Homepage: https://diamant-ai.com
- Releases · Issues · Hacker News mentions
README
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Blurb generated by claude-haiku-5-5 3d ago. Star deltas marked ~ are extrapolated from partial history.