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Tutorials·mindstudio.ai·Apr 20, 2026·14 min read

What Is Andrej Karpathy’s LLM Wiki? How to Build a Personal Knowledge Base With Claude Code

This article introduces Andrej Karpathy's LLM Wiki, a system designed to transform raw documents into a structured markdown knowledge base. This personal knowledge base can be efficiently queried using Claude's capabilities. The guide provides practical instructions on setting up this system quickly, specifically highlighting its integration with Obsidian in just five minutes.

Curator noteDavid

Markdown .md file can open in any operating system or any editor. Frontier LLM models are trained on loads of markdown content like GitHub READMEs and documentation sites. Claude interprets markdown format as structure, not just a bunch of stitched together text. Because .md requires structure, it forces notes and information to have a higher level of organization, which is more organized than most peoples knowledge systems. The structure creates clarity.

Updated May 6, 2026
From the source

Andrej Karpathy — co-founder of OpenAI, former Tesla AI director, and one of the clearest explainers of machine learning concepts working today — has talked publicly about a deceptively simple idea: your personal notes and documents, organized in plain markdown, can become a knowledge base that an LLM can actually reason over.

He calls it an LLM wiki. The concept is straightforward. Instead of scattering knowledge across Notion, Google Docs, browser bookmarks, and sticky notes, you keep everything as structured markdown files. Then you point Claude Code (or any capable coding agent) at that folder and ask it questions.

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