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Karpathy shares 'LLM Knowledge Base' architecture that bypasses RAG with an evolving markdown library maintained by AI
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Karpathy shares 'LLM Knowledge Base' architecture that bypasses RAG with an evolving markdown library maintained by AI

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AI vibe coders have yet another reason to thank Andrej Karpathy , the coiner of the term.

The former Director of AI at Tesla and co-founder of OpenAI, now running his own independent AI project, recently posted on X describing a "LLM Knowledge Bases" approach he's using to manage various topics of research interest.

By building a persistent, LLM-maintained record of his projects, Karpathy is solving the core frustration of "stateless" AI development: the dreaded context-limit reset.

As anyone who has vibe coded can attest, hitting a usage limit or ending a session often feels like a lobotomy for your project.…

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