graphrag vs LLMs-from-scratch
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| graphrag | LLMs-from-scratch | |
|---|---|---|
| Tagline | Graph-based Retrieval-Augmented Generation (RAG) system | Implement a ChatGPT-like LLM in PyTorch from scratch |
| Stars | 34k | 99k |
| Forks | 3.6k | 15k |
| Open issues | 158 | 4 |
| Language | Python | Jupyter Notebook |
| License | MIT | Other |
| Last pushed | Jun 22, 2026 | Jun 2, 2026 |
| Categories | Data & Retrieval, LLM Frameworks | Model Training, LLM Frameworks |
graphrag
A modular graph-based RAG system designed to extract structured data from unstructured text using Large Language Models.
Python
LLMs-from-scratch
Repository containing code and instructions for developing, pretraining, and finetuning a GPT-like large language model (LLM) using PyTorch.
Jupyter Notebook