pguso/ rag-from-scratch
Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.
by Patric Gutersohn JavaScript MIT licence 197 forks Created Oct 2025 View on GitHub
- Stars
- 1,652
- 19% of pguso's stars
- Rank
- #41,527
- of 852,204 repos, top 5%
- In JavaScript
- #4,967
- of 99,824 repos, top 5%
Among 852,204 repos
1.6k–2.5k stars: 15,650 repos, including rag-from-scratch
top 50%top 10%top 1%top 0.1%
Stars along the bottom, and repos in each band on a log scale
Quick stats
- Next rank
- +1 star to reach #41,508
- Next milestone
- +5,559 stars to reach the top 1%
- Popular
- One of 66,543 repos with 1k+ stars
- Yearly average
- 1,582 stars a year since Oct 2025