Andrej Karpathy drops LLM-Wiki

Reddit r/LocalLLaMA / 4/7/2026

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Key Points

Andrej Karpathy’s “LLM-Wiki” concept is presented as an approach to reduce answer repetition by continuously updating the knowledge base using newly asked questions rather than keeping it static as in standard RAG setups.
The underlying idea is that when similar questions recur, the system can retrieve from (or incorporate into) an evolving knowledge store so repeated prompts don’t generate redundant content.
The post shares a link to a related video resource for additional context and explanation of how the approach works.
The item is circulated via a community submission on LocalLLaMA, indicating early visibility and interest among practitioners experimenting with local LLM workflows.

So the idea is simple, instead of keeping knowledge base constant (as in RAG), keep updating it with new questions asked hence when repeated, or similar questions asked, no repetition happens. got a good resource from here : https://youtu.be/VjxzsCurQ-0?si=z9EY22TIuQmVifpA

submitted by /u/These_Try_680
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