---
title: "RAG_Techniques vs LLMs-from-scratch"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/nirdiamant-rag-techniques-vs-rasbt-llms-from-scratch"
tools: ["nirdiamant-rag-techniques", "rasbt-llms-from-scratch"]
---

# RAG_Techniques vs LLMs-from-scratch

Neutral, constraint-first comparison with live GitHub stats.

| | [RAG_Techniques](/tools/nirdiamant-rag-techniques.md) | [LLMs-from-scratch](/tools/rasbt-llms-from-scratch.md) |
| --- | --- | --- |
| Tagline | Repository showcasing advanced techniques for Retrieval-Augmented Generation (RAG) systems. | Implement a ChatGPT-like LLM in PyTorch from scratch |
| Stars | 28,402 | 98,715 |
| Forks | 3,452 | 15,148 |
| Open issues | 16 | 4 |
| Language | Jupyter Notebook | Jupyter Notebook |
| License | Other | Other |
| Categories | Data & Retrieval, LLM Frameworks | Model Training, LLM Frameworks |

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=nirdiamant-rag-techniques`](/api/graphcanon/graph?tool=nirdiamant-rag-techniques)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_