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\u2014\u2014\u4ece Karpathy \u7684 LLM Wiki \u5230 Obsidian\/Zotero \u751f\u6001\uff1a\u77e5\u8bc6\u5de5\u5177\u5982\u4f55\u4e3a\u975e\u7ebf\u6027\u601d\u8003\u5efa\u6a21<\/p>\n

\u672c\u6587\u4ee5\u4e00\u4e2a AI \u77e5\u8bc6\u5de5\u5177\u5f00\u53d1\u8005\u7684\u89c6\u89d2\uff0c\u68b3\u7406\u79d1\u7814\u5de5\u4f5c\u6d41\u7684\u672c\u8d28\uff0c\u8bc4\u8ff0 2026 \u5e74\u6700\u5177\u4ee3\u8868\u6027\u7684\u51e0\u4e2a\u77e5\u8bc6\u7ba1\u7406\u8303\u5f0f\uff08Karpathy \u7684 LLM Wiki\u3001research-hub\u3001Heptabase\u3001NotebookLM\u3001Elicit \u4e0e Obsidian\u2013Zotero \u63d2\u4ef6\u751f\u6001\uff09\uff0c\u5e76\u5206\u4eab\u6211\u5728\u4ea7\u54c1\u300c\u77e5\u82bd\uff08Notebook Skill\uff09\u300d\u4e2d\u7684\u8bbe\u8ba1\u53d6\u820d\u3001\u5de5\u7a0b\u843d\u5730\u3001\u4e0d\u8db3\u53cd\u601d\u4e0e\u751f\u6001\u89c4\u5212\u3002\u6587\u4e2d\u6240\u6709\u8bc4\u8ff0\u4ec5\u4ee3\u8868\u4e2a\u4eba\u89c2\u70b9\u3002<\/p>\n

\n

\u6838\u5fc3\u901f\u89c8<\/h3>\n
  • \u79d1\u7814\u5de5\u4f5c\u6d41\u5efa\u6a21\u7684\u5355\u4f4d\u5e94\u8be5\u662f\\”\u4eba\u7684\u601d\u8003\u4e0e\u5b9e\u8df5\u8fc7\u7a0b\\”\uff0c\u800c\u4e0d\u662f\u8c03\u7814\u3001\u7efc\u8ff0\u3001\u6316\u6398\u95ee\u9898\u3001\u5b9e\u9a8c\u3001\u5199\u4f5c\u8fd9\u7c7b\u7ebf\u6027\u73af\u8282\u3002 \u540e\u8005\u662f\u6d41\u6c34\u7ebf\uff0c\u53ef\u4ee5\uff08\u4e5f\u5e94\u8be5\uff09\u88ab\u4e91\u7aef\u5168\u6258\u7ba1\u5f0f\u79d1\u7814\u4ea7\u54c1\u81ea\u52a8\u5316\uff1b\u524d\u8005\u5fc5\u987b\u5bb9\u7eb3\u975e\u7ebf\u6027\u3001\u7528\u6237\u4e60\u60ef\u4e0e\u4e2a\u6027\u5316\u3002<\/li>\n
  • Karpathy \u4e8e 2026 \u5e74 4 \u6708\u63d0\u51fa\u7684 LLM Wiki\uff0c\u662f\u77e5\u8bc6\u7ba1\u7406\u9886\u57df\u8fd1\u5e74\u6700\u6709\u542f\u53d1\u6027\u7684\u601d\u60f3\u5b9e\u9a8c\u3002 \u5b83\u7528\\”\u7f16\u8bd1\u5668 vs \u89e3\u91ca\u5668\\”\u7684\u6bd4\u55bb\u6279\u8bc4 RAG \u7684\\”\u65e0\u79ef\u7d2f\\”\u7f3a\u9677\uff0c\u628a\u77e5\u8bc6\u7ef4\u62a4\u7684\\”\u8bb0\u8d26\\”\u8d1f\u62c5\u5916\u5305\u7ed9 LLM\uff0c\u4f46\u5b58\u5728\u9519\u8bef\u7ed3\u6784\u5316\u4f20\u64ad\u3001schema \u5929\u82b1\u677f\u4e0e\u89c4\u6a21\u4e0a\u9650\u7b49\u5c40\u9650\u3002<\/li>\n
  • research-hub \u63ed\u793a\u4e86\u79d1\u7814\u5de5\u5177\u751f\u6001\u7684\u6838\u5fc3\u75db\u70b9\u4e0d\u5728\u5355\u70b9\u80fd\u529b\uff0c\u800c\u5728\\”\u4ea4\u63a5\\”\uff08handoff\uff09\u3002 \u5b83\u4ee5\\”\u771f\u5b9e\u6027\u95e8\u7981\\”\u62d2\u7edd\u865a\u6784\u5f15\u7528\u3001\u4ee5\u4f4e token \u6210\u672c\u8bbe\u8ba1\u670d\u52a1 AI \u4ee3\u7406\uff0c\u65b9\u5411\u6b63\u786e\uff1b\u4f46\u5b83\u4ecd\u662f\u5728\u6d41\u6c34\u7ebf\u601d\u7ef4\u5185\u90e8\u7684\u4f18\u79c0\u5b9e\u73b0\uff0c\u5c1a\u672a\u89e6\u53ca\u601d\u8003\u672c\u8eab\u3002<\/li>\n
  • Heptabase\u3001NotebookLM\u3001Elicit \u5206\u522b\u4ee3\u8868\u4e86\\”\u7a7a\u95f4\u5316\u601d\u8003\\”\u201c\u6765\u6e90\u7ed1\u5b9a\u95ee\u7b54\u201d\\”\u7ed3\u6784\u5316\u63d0\u53d6\\”\u4e09\u6761\u8def\u7ebf\uff0c\u5404\u6709\u6781\u81f4\u4e4b\u5904\uff0c\u5374\u90fd\u6ca1\u6709\u8ba4\u771f\u5efa\u6a21\\”\u77e5\u8bc6\u56de\u5230\u4eba\u7684\u5934\u8111\\”\u7684\u56de\u73af\u3002<\/li>\n
  • \u8fc7\u5ea6\u7ed3\u6784\u5316\u7684\u77e5\u8bc6\u67b6\u6784\u4f1a\u6291\u5236\u521b\u65b0\u6d8c\u73b0\u3002 \u77e5\u8bc6\u5de5\u5177\u5e94\u5f53\u5141\u8bb8\u5e76\u652f\u6301\u601d\u8003\u94fe\u8def\u7684\u52a8\u6001\u91cd\u6784\uff0c\u81f3\u5c11\u8981\u80fd\u63cf\u8ff0\u8fd9\u79cd\u8fc7\u7a0b\u3002<\/li>\n
  • \u77e5\u82bd\uff08Notebook Skill\uff09\u7684\u5de5\u7a0b\u5b9e\u8df5\u56f4\u7ed5\u4e0a\u8ff0\u5224\u65ad\u5c55\u5f00\uff1a\u4f4e\u7ed3\u6784\u5316\u5165\u53e3\u3001\u6e10\u8fdb\u5f0f\u7ed3\u6784\u5316\u3001\u968f\u65f6\u53ef\u91cd\u6784\u7684\u77e5\u8bc6\u7ec4\u7ec7\u3001\u5f15\u7528\u786c\u6821\u9a8c\u3001\u53ef\u89c2\u5bdf\u53ef\u7ea0\u6b63\u7684\u8bb0\u5fc6\u753b\u50cf\uff1b\u540c\u65f6\u6211\u5766\u627f\u5728\u601d\u8003\u53ef\u89c6\u5316\u3001\u4e3b\u52a8\u667a\u80fd\u3001\u7ed3\u6784\u5316\u8d1f\u62c5\u7b49\u65b9\u9762\u7684\u4e0d\u8db3\uff0c\u5e76\u89c4\u5212\u4e0e Zotero\u3001Obsidian \u751f\u6001\u7684\u878d\u5408\u3002<\/li>\n
    \n

    \u4e00\u3001\u6211\u4eec\u8c08\u8bba\u79d1\u7814\u5de5\u4f5c\u6d41\u65f6\uff0c\u7a76\u7adf\u5728\u8c08\u8bba\u4ec0\u4e48<\/h3>\n

    1.1 \u5de5\u4f5c\u6d41\u4e0d\u662f\u6d41\u6c34\u7ebf<\/h4>\n

    \u5f00\u59cb\u505a\u77e5\u82bd\uff08Notebook Skill\uff09\u65f6\uff0c\u6211\u8981\u56de\u7b54\u7684\u7b2c\u4e00\u4e2a\u95ee\u9898\u4e0d\u662f\\”\u505a\u4ec0\u4e48\u529f\u80fd\\”\uff0c\u800c\u662f\\”\u79d1\u7814\u5de5\u4f5c\u6d41\u5230\u5e95\u662f\u4ec0\u4e48\\”\u3002\u8fd9\u4e2a\u95ee\u9898\u542c\u8d77\u6765\u62bd\u8c61\uff0c\u4f46\u7b54\u6848\u51b3\u5b9a\u4e86\u6574\u4e2a\u4ea7\u54c1\u7684\u67b6\u6784\u8d70\u5411\u3002<\/p>\n

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    \u4f46\u8fd9\u662f\u5de5\u4f5c\u6d41\u5417\uff1f<\/p>\n

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    1.2 \u975e\u7ebf\u6027\u610f\u5473\u7740\u4ec0\u4e48\uff1a\u5bf9\u5de5\u5177\u7684\u4e09\u6761\u786c\u7ea6\u675f<\/h4>\n

    \u627f\u8ba4\u79d1\u7814\u5de5\u4f5c\u6d41\u662f\u975e\u7ebf\u6027\u7684\uff0c\u5bf9\u5de5\u5177\u8bbe\u8ba1\u610f\u5473\u7740\u51e0\u6761\u786c\u7ea6\u675f\u3002<\/p>\n

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