RF
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.
1.4k 161 +3/wk
GitHub
agents ai-agents educational llm node-llama-cpp nodejs rag rag-chatbot rag-pipeline tutorial
Trend
3
Star & Fork Trend (36 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
pguso/rag-from-scratch has +3 stars this period . 7-day velocity: 0.4%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | rag-from-scratch | nlux | omnibox | awesome-web-agents |
|---|---|---|---|---|
| Stars | 1.4k | 1.4k | 1.4k | 1.4k |
| Forks | 161 | 85 | 144 | 154 |
| Weekly Growth | +3 | +0 | +3 | +0 |
| Language | JavaScript | TypeScript | Python | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | MIT | NOASSERTION | Apache-2.0 | NOASSERTION |
Capability Radar vs nlux
rag-from-scratch
nlux
Maintenance Activity 88
Last code push 28 days ago.
Community Engagement 59
Fork-to-star ratio: 11.7%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 53
+3 stars this period — 0.22% growth rate.
License Clarity 95
Licensed under MIT. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.