Andrej Karpathy Just 10x’d Everyone’s Claude Code

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Andrej Karpathy just shared his method for building LLM-powered knowledge bases using nothing but markdown files and Claude Code.

In this video, I walk you through exactly how to set it up in about 5 minutes using Obsidian as a front end. I also show you two of my own wikis, one for YouTube transcripts and one for my personal second brain, and break down how this compares to traditional semantic search RAG.

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TIMESTAMPS
0:00 What We’re Building
1:40 Karpathy’s LLM Wiki Idea
3:12 Why It Matters & How It Works
5:39 Setting Up Obsidian & Claude Code
8:35 Ingesting Your First Article
13:02 Querying & Connecting Projects
15:36 LLM Wiki vs Traditional RAG
17:20 Final Thoughts

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