---
bookmark: https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f
tags:
  - compsci
category:
  - CompSci
---
#ai #wiki #dev #compsci 

[Andrej Karpathy](#)’s **LLM Wiki** pattern is a personal knowledge management system where an AI agent maintains a structured, interlinked folder of Markdown files instead of relying on traditional query-time RAG (Retrieval-Augmented Generation) vector databases

https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f

## notes
- source code wiki documentation..
- reduce source code to will with summary description
- reduce token by instructing LLM to refer to that instead of using full src as input