NirDiamant/RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
29.9k stars · 3.7k forks · Jupyter Notebook
Caution
Caution: one person wrote most of the recent commits.
Why
- One person wrote 89% of human commits in the last year, so the project depends on them continuing. (source 1, source 2)
What would change this
- A second person takes a substantial share of commits.
Maintenance
CompleteActive
- Human commits, 30 days
- 9
- Human commits, 90 days
- 29
- Human commits, 365 days
- 114
- Bot share of commits, 365 days
- 2%
- Last commit
- Oct 11, 2026 (3 days ago)
- Last human commit
- Oct 11, 2026 (3 days ago)
- Authors, 90 days
- 3
- Last release
- Apr 15, 2026 (6 months ago)
- Median PR merge time
- 2 hours
Responsiveness: of 28 recent issues, 100% got a maintainer reply. Median first response: under an hour.
Sources: Commits, Releases, Merged pull requests, Issues
People
Complete- Owner
- Personal account
- Commits sampled
- 114 since Oct 14, 2025
- Authors for half of commits
- 1
- Authors for 80% of commits
- 1
- Contributors
- 40
Top committers
- NirDiamant: 89% of commits
- Lovely-Datas: 2% of commits
- Nir Diamant: 2% of commits
- NitishGourishetty: 2% of commits
- Bibin: 1% of commits
Sources: Commits, Contributors
Stars
CompleteOrganic, confidence high
Bursts
- Aug 28, 2024 to Aug 30, 2024: about 1.3k more stars than usual, peak 1k in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Dec 27, 2024 to Dec 30, 2024: about 326 more stars than usual, peak 226 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Jan 6, 2025 to Jan 11, 2025: about 565 more stars than usual, peak 297 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Feb 16, 2025 to Feb 20, 2025: about 286 more stars than usual, peak 129 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Mar 3, 2025 to Mar 7, 2025: about 325 more stars than usual, peak 200 in one day, a shape we can't classify. Outside explanation: a jump in forks.
- Apr 15, 2025 to Apr 21, 2025: about 1.3k more stars than usual, peak 360 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Jun 5, 2025 to Jun 12, 2025: about 948 more stars than usual, peak 314 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Sep 10, 2025 to Sep 16, 2025: about 695 more stars than usual, peak 401 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Feb 17, 2026 to Feb 20, 2026: about 718 more stars than usual, peak 369 in one day, a spike that tapers off. We couldn't check for an outside explanation.
- 2 stars GitHub has since removed (tracked since Oct 14, 2026).
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- The star history looks organic.
Sources: How star history is analyzed
Risk
CompleteFlags
No risk flags.
License
- Now
- No license found
- A year ago
- Not known
Packages
No published packages found.
Sources: GitHub: NirDiamant/RAG_Techniques
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/NirDiamant/RAG_Techniques)Earlier verdicts
- Oct 14, 2026: Caution
- Oct 14, 2026: Caution
Computed 10 hours ago · method 2026.10.2