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The article provides a detailed analysis of the llm-wiki method proposed by Karpathy: using LLM to compile personal raw materials into interlinked wiki pages, where users only need to read and ask questions without manual editing. The author compares the limitations of RAG and provides a 30-minute setup tutorial, emphasizing the key role of schema files in system discipline.