{"id":5269,"date":"2026-04-23T16:12:38","date_gmt":"2026-04-23T08:12:38","guid":{"rendered":"https:\/\/gcboytw.synology.me\/blog\/?p=5269"},"modified":"2026-04-29T14:46:57","modified_gmt":"2026-04-29T06:46:57","slug":"llm-wiki-astrology","status":"publish","type":"post","link":"https:\/\/gcboytw.synology.me\/blog\/klnowhow\/llm-wiki-astrology\/","title":{"rendered":"LLM-Wiki\u5be6\u6230\u6f14\u7df4"},"content":{"rendered":"\n<p>\u4f60\u6709\u904e\u9019\u7a2e\u7d93\u9a57\u55ce\uff1f\u70ba\u4e86\u7814\u7a76\u4e00\u500b\u4e3b\u984c\uff0c\u96fb\u8166\u5206\u9801\u958b\u4e86\u5e7e\u5341\u500b\uff0c\u7b46\u8a18\u8edf\u9ad4\u88e1\u585e\u6eff\u4e86\u526a\u8f2f\u4e0b\u4f86\u7684\u6587\u7ae0\uff0c\u4f46\u7576\u4f60\u8981\u5beb\u5831\u544a\u6216\u505a\u6c7a\u7b56\u6642\uff0c\u537b\u767c\u73fe\u81ea\u5df1\u6eba\u6b7b\u5728\u8cc7\u6599\u6d77\u88e1\uff0c\u6839\u672c\u4e0d\u77e5\u9053\u5f9e\u4f55\u627e\u8d77\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>==\u5f8c\u7e8c\u66f4\u65b0==<br>\u600e\u9ebc\u958b\u59cb\uff1f<br>\u6700\u5feb\u7684\u65b9\u5f0f\u5c31\u662f\u628aLLM-wiki.md\u76f4\u63a5\u4e1f\u7d66\u8a9e\u8a00\u6a21\u578b\u7406\u89e3\u5373\u53ef\uff0c\u4ed6\u95b1\u8b80\u4e4b\u5f8c\u6703\u4f9d\u7167\u5167\u5bb9\u4f86\u5efa\u7acb\u76ee\u9304\u7d50\u69cb\uff0c\u53ea\u4e0d\u904e\u300c\u52d9\u5fc5\u300d\u8981\u81ea\u5df1\u518d\u4fee\u6b63<br>\u4f7f\u7528\u7684\u904e\u7a0b\u7576\u4e2d\u53ef\u4ee5\u4e0d\u65b7\u8abf\u6574\u65e2\u6709\u7684prompt\uff0c\u8b93\u7d50\u679c\u8da8\u8fd1\u81ea\u5df1\u60f3\u8981\u7684\u7d50\u679c<\/p>\n<\/blockquote>\n\n\n\n<p>\u6700\u8fd1 OpenAI \u7684\u5171\u540c\u5275\u8fa6\u4eba Andrej Karpathy \u63d0\u51fa\u4e86\u4e00\u500b\u8d85\u9177\u7684\u6982\u5ff5\u53eb\u505a <strong>LLM-wiki<\/strong>\u3002\u7c21\u55ae\u4f86\u8aaa\uff0c\u5b83\u4e0d\u662f\u8b93\u4f60\u300c\u5b58\u300d\u8cc7\u6599\uff0c\u800c\u662f\u8b93 AI \u5e6b\u4f60\u300c\u7406\u300d\u8cc7\u6599\u3002\u6211\u6700\u8fd1\u89aa\u81ea\u4e0b\u5834\u5be6\u4f5c\u4e86\u4e00\u756a\uff0c\u767c\u73fe\u9019\u73a9\u610f\u5152\u771f\u7684\u5f88\u6709\u6f5b\u529b\uff0c\u4f46\u4e5f\u85cf\u4e86\u4e0d\u5c11\u5751<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4ec0\u9ebc\u662f LLM-wiki\uff1f\u70ba\u4ec0\u9ebc\u6211\u5011\u9700\u8981\u5b83\uff1f<\/h3>\n\n\n\n<p>\u904e\u53bb\u6211\u5011\u505a\u7b46\u8a18\uff0c\u5c31\u50cf\u662f\u5728\u5806\u7a4d\u6728\uff0c\u4e00\u584a\u4e00\u584a\u758a\u4e0a\u53bb\uff0c\u4f46\u7a4d\u6728\u4e4b\u9593\u6c92\u4ec0\u9ebc\u95dc\u806f\u3002<strong>LLM-wiki<\/strong> \u7684\u6838\u5fc3\u908f\u8f2f\u5247\u662f\u628a\u540c\u4e00\u500b\u4e3b\u984c\u7684\u6240\u6709\u8cc7\u6599\u901a\u901a\u4e1f\u9032\u53bb\uff0c\u8b93 AI \u64d4\u4efb\u4f60\u7684\u300c\u8d85\u7d1a\u5716\u66f8\u9928\u7ba1\u7406\u54e1\u300d\u3002<\/p>\n\n\n\n<p>\u9019\u4f4d\u7ba1\u7406\u54e1\u4e0d\u53ea\u662f\u5e6b\u4f60\u628a\u66f8\u653e\u597d\uff0c\u4ed6\u9084\u6703\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u52d5\u6293\u91cd\u9ede<\/strong>\uff1a\u4e00\u773c\u770b\u51fa\u6bcf\u4efd\u6587\u4ef6\u7684\u95dc\u9375\u8a0a\u606f\u3002<\/li>\n\n\n\n<li><strong>\u5efa\u7acb\u95dc\u806f\u7db2<\/strong>\uff1a\u544a\u8a34\u4f60 A \u6587\u4ef6\u8ddf B \u6587\u4ef6\u5176\u5be6\u5728\u8b1b\u540c\u4e00\u4ef6\u4e8b\u3002<\/li>\n\n\n\n<li><strong>\u96a8\u554f\u96a8\u7b54<\/strong>\uff1a\u4f60\u53ef\u4ee5\u76f4\u63a5\u554f\u5b83\uff1a\u300c\u5e6b\u6211\u6bd4\u8f03\u9019\u4e09\u7bc7\u8ad6\u6587\u7684\u89c0\u9ede\u5dee\u7570\u300d\uff0c\u5b83\u6703\u7acb\u523b\u751f\u51fa\u4e00\u4efd\u7d71\u6574\u8868\u683c\u7d66\u4f60\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5982\u679c\u4f60\u60f3\u9760\u4eba\u529b\u5b8c\u6210\u9019\u7a2e\u898f\u6a21\u7684\u7d71\u6574\uff0c\u90a3\u771f\u7684\u662f\u5de5\u7a0b\u6d69\u5927\uff0c\u8cc7\u6599\u4e00\u591a\u5c31\u5bb9\u6613\u8ff7\u5931\u65b9\u5411\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5de5\u5177\u600e\u9ebc\u9078\uff1f\u6211\u7684\u300c\u5e73\u66ff\u7248\u300d\u5be6\u4f5c\u65b9\u6848<\/h3>\n\n\n\n<p>Karpathy \u5728\u4ed6\u7684 <a href=\"https:\/\/gist.github.com\/karpathy\/442a6bf555914893e9891c11519de94f\">GitHub<\/a> \u4e0a\u5206\u4eab\u4e86\u539f\u59cb\u78bc\uff0c\u90a3\u662f LLM-wiki \u7684\u57fa\u790e\u6846\u67b6\u3002\u96d6\u7136\u4ed6\u63a8\u85a6\u7528 Claude\uff0c\u4f46\u8aaa\u5be6\u8a71\uff0cClaude \u7684 API \u8cbb\u7528\u5c0d\u500b\u4eba\u73a9\u5bb6\u4f86\u8aaa\u771f\u7684\u6709\u9ede\u50b7\u8377\u5305\u3002<\/p>\n\n\n\n<p>\u5728\u7d93\u904e\u4e00\u756a\u6e2c\u8a66\u5f8c\uff0c\u6211\u6700\u5f8c\u9078\u64c7\u4e86 <strong>VSCode + Roo Code<\/strong> \u7684\u7d44\u5408\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u7701\u9322\u53c8\u5f48\u6027<\/strong>\uff1a\u5b83\u53ef\u4ee5\u4e32\u63a5\u591a\u500b\u4e0d\u540c\u7684 API \u63d0\u4f9b\u5546\uff08\u50cf\u662f OpenRouter \u7b49\uff09\uff0c\u6709\u5f88\u591a\u514d\u8cbb\u6216\u4f4e\u6210\u672c\u7684\u9078\u9805\u3002<\/li>\n\n\n\n<li><strong>\u6a21\u578b\u96a8\u4f60\u63db<\/strong>\uff1a\u540c\u7b49\u7d1a\u7684\u6a21\u578b\uff0c\u8868\u73fe\u53ef\u80fd\u5927\u4e0d\u540c\u3002\u4f8b\u5982\u6211\u5728\u6e2c\u8a66\u6642\u767c\u73fe\uff0c<strong>GLM-5.1 \u7684\u806f\u60f3\u529b\u7adf\u7136\u6bd4 Gemini 3.1 Pro \u9084\u8981\u51fa\u8272<\/strong>\uff0c\u9019\u5728\u5efa\u7acb\u77e5\u8b58\u95dc\u806f\u6642\u975e\u5e38\u6709\u7528\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u7406\u60f3\u5f88\u8c50\u6eff\uff0c\u73fe\u5be6\u5f88\u9aa8\u611f\uff1a\u5be6\u4f5c\u4e2d\u7684 3 \u500b\u5927\u6311\u6230<\/h3>\n\n\n\n<p>\u96d6\u7136\u6982\u5ff5\u5f88\u7f8e\u597d\uff0c\u4f46\u5728\u5be6\u4f5c\u904e\u7a0b\u4e2d\uff0c\u6211\u767c\u73fe AI \u9084\u662f\u6709\u5b83\u7684\u813e\u6c23\uff1a<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u5b83\u662f\u500b\u300c\u5403\u4ee3\u5e63\u300d\u602a\u7378<\/h4>\n\n\n\n<p>LLM-wiki \u975e\u5e38\u8017\u8cbb\u4e0a\u4e0b\u6587\uff08Context Window\uff09\u7684 Token\u3002\u56e0\u70ba AI \u9700\u8981\u540c\u6642\u8b80\u53d6\u5927\u91cf\u8cc7\u6599\u624d\u80fd\u9032\u884c\u6bd4\u5c0d\uff0c\u5982\u679c\u4f60\u7684\u8cc7\u6599\u91cf\u592a\u5927\uff0cAPI \u5e33\u55ae\u53ef\u80fd\u6703\u8b93\u4f60\u5fc3\u9a5a\u8089\u8df3\u3002<br>\u9019\u9ede\u51fa\u53e6\u4e00\u500b\u554f\u984c\uff0c\u5c31\u662f\u9019\u500b\u81ea\u5efa\u7684\u5716\u66f8\u9928\uff0c\u6703\u56e0\u70ba\u5167\u5bb9\u6587\u4ef6\u6578\u91cf\u589e\u52a0\u800c\u5f71\u97ff\u5230\u8655\u7406\u7684\u6548\u7387\uff0c\u5efa\u8b70\u5efa\u7acb\u5716\u66f8\u9928\u7684\u6642\u5019\uff0c\u8981\u7ba1\u63a7\u6587\u4ef6\u7684\u6578\u91cf\uff0c\u6700\u597d\u53ef\u4ee5\u7dca\u6263\u4e3b\u984c\uff0c\u5167\u5bb9\u4e0d\u8981\u592a\u904e\u767c\u6563\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u300c\u601d\u8003\u578b\u300d\u6a21\u578b\u624d\u662f\u6b63\u89e3<\/h4>\n\n\n\n<p>\u6211\u5617\u8a66\u904e\u7528\u90a3\u7a2e\u901f\u5ea6\u5f88\u5feb\u3001\u50f9\u683c\u4fbf\u5b9c\u7684\u300cFlash\u300d\u578b\u6a21\u578b\uff0c\u7d50\u679c\u6158\u4e0d\u5fcd\u7779\u3002\u8655\u7406\u9019\u7a2e\u6df1\u5ea6\u7d71\u6574\u7684\u5de5\u4f5c\uff0c\u5fc5\u9808\u9078\u64c7<strong>\u5177\u5099\u601d\u8003\u80fd\u529b\uff08Reasoning\uff09\u7684\u6a21\u578b<\/strong>\u3002\u96d6\u7136\u8655\u7406\u8d77\u4f86\u5f88\u6162\uff0c\u4f46\u8f38\u51fa\u7684\u8cea\u91cf\u624d\u6709\u53c3\u8003\u50f9\u503c\u3002<br>\u9019\u4e9b\u54c1\u8cea\u597d\u7684\u6a21\u578b\uff0c\u5f88\u96e3\u627e\u5230\u514d\u8cbb\u7684\u8cc7\u6e90\uff0c\u5fc5\u8981\u7684\u6642\u5019\u9084\u662f\u5f97\u82b1\u9ede\u9322\u624d\u53ef\u4ee5\u89e3\u6c7a<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. AI \u7684\u7406\u89e3\u8ddf\u4f60\u60f3\u7684\u4e0d\u4e00\u6a23<\/h4>\n\n\n\n<p>\u9019\u662f\u6211\u9047\u5230\u6700\u982d\u75db\u7684\u554f\u984c\u3002\u8209\u4f8b\u4f86\u8aaa\uff0c\u7576\u6211\u60f3\u6574\u7406\u300c\u5360\u661f\u8cc7\u6599\u300d\u6642\uff0c\u6211\u5e0c\u671b AI \u628a\u8cc7\u6599\u6309\u7167\u300c\u6642\u904b\u592a\u967d\u300d\u4f86\u5206\u985e\uff0c\u7d50\u679c\u5b83\u537b\u81ea\u4f5c\u4e3b\u5f35\u628a\u8cc7\u6599\u6563\u843d\u5728\u5404\u500b\u300c\u672c\u547d\u884c\u661f\u300d\u4e0b\u3002\u9019\u4ee3\u8868\u5373\u4fbf AI \u5f88\u8070\u660e\uff0c\u6211\u5011\u9084\u662f\u5f97\u900f\u904e\u66f4\u7cbe\u6e96\u7684 <strong>Prompt\uff08\u63d0\u793a\u8a5e\uff09<\/strong> \u4f86\u898f\u7bc4\u5b83\u7684\u8f38\u51fa\u683c\u5f0f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4. \u8f38\u51fa\u683c\u5f0f\u8207\u5167\u5bb9\u4e0d\u7a69\u5b9a<\/h4>\n\n\n\n<p>\u96d6\u7136\u5df2\u7d93\u7528\u4e86\u54c1\u8cea\u6bd4\u8f03\u597d\u7684\u6a21\u578b\uff0c\u4f46\u4ecd\u6703\u6709\u8f38\u51fa\u683c\u5f0f\u4e0d\u7a69\u5b9a\u7684\u554f\u984c\uff0c\u5982\u679c\u662f\u7d30\u7bc0\u63a7\u7684\u4eba\u53ef\u80fd\u6703\u611f\u5230\u56f0\u64fe\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7d66\u60f3\u5617\u8a66 LLM-wiki \u7684\u4f60\uff1a3 \u500b\u5be6\u6230\u5efa\u8b70<\/h3>\n\n\n\n<p>\u5982\u679c\u4f60\u4e5f\u60f3\u958b\u59cb\u5efa\u69cb\u81ea\u5df1\u7684 AI \u77e5\u8b58\u5eab\uff0c\u9019\u88e1\u6709\u5e7e\u500b\u8840\u6dda\u5efa\u8b70\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e0d\u8981\u4e00\u6b21\u585e\u592a\u591a<\/strong>\uff1a\u628a Raw Data \u50cf\u5012\u5783\u573e\u4e00\u6a23\u4e00\u6b21\u4e1f\u9032\u53bb\uff0cAI 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\u4ea4\u53c9\u5f15\u7528\u5df2\u7d93\u5b58\u5728\u3002\u77db\u76fe\u5df2\u7d93\u88ab\u6a19\u8a18\u3002\u7d9c\u5408\u8ad6\u8ff0\u5df2\u7d93\u53cd\u6620\u4e86\u60a8\u6240\u95b1\u8b80\u7684\u4e00\u5207\u3002\u96a8\u8457\u60a8\u65b0\u589e\u7684\u6bcf\u500b\u4f86\u6e90\u548c\u6bcf\u500b\u554f\u984c\uff0c\u7dad\u57fa\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u8c50\u5bcc\u3002\n\n\u60a8\u5e7e\u4e4e\u4e0d\u9700\u8981\u81ea\u5df1\u5beb\u7dad\u57fa\u2014\u2014LLM \u6703\u64b0\u5beb\u548c\u7dad\u8b77\u6240\u6709\u5167\u5bb9\u3002\u60a8\u8ca0\u8cac\u4f86\u6e90\u6536\u96c6\u3001\u63a2\u7d22\u548c\u63d0\u51fa\u6b63\u78ba\u7684\u554f\u984c\u3002LLM \u505a\u6240\u6709\u7684\u8f9b\u82e6\u5de5\u4f5c\u2014\u2014\u6458\u8981\u3001\u4ea4\u53c9\u5f15\u7528\u3001\u6b78\u6a94\u548c\u7c3f\u8a18\uff0c\u4f7f\u77e5\u8b58\u5eab\u96a8\u8457\u6642\u9593\u63a8\u79fb\u771f\u6b63\u6709\u7528\u3002\u5728\u5be6\u52d9\u4e0a\uff0c\u6211\u6703\u5c07 LLM Agent \u958b\u5728\u4e00\u5074\uff0cObsidian 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\u7814\u7a76\uff1a\u5728\u6578\u9031\u6216\u6578\u6708\u5167\u6df1\u5165\u4e00\u500b\u4e3b\u984c\u2014\u2014\u95b1\u8b80\u8ad6\u6587\u3001\u6587\u7ae0\u3001\u5831\u544a\uff0c\u4e26\u9010\u6b65\u5efa\u7acb\u4e00\u500b\u5177\u6709\u6f14\u9032\u8ad6\u9ede\u7684\u7d9c\u5408\u7dad\u57fa\u3002\n- \u95b1\u8b80\u66f8\u7c4d\uff1a\u96a8\u8457\u95b1\u8b80\u6bcf\u500b\u7ae0\u7bc0\u9032\u884c\u6b78\u6a94\uff0c\u70ba\u89d2\u8272\u3001\u4e3b\u984c\u3001\u60c5\u7bc0\u7dda\u689d\u53ca\u5176\u95dc\u806f\u5efa\u7acb\u9801\u9762\u3002\u95b1\u8b80\u5b8c\u5f8c\uff0c\u60a8\u6703\u64c1\u6709\u4e00\u500b\u8c50\u5bcc\u7684\u4f34\u8b80\u7dad\u57fa\u3002\u60f3\u60f3\u7c89\u7d72\u7dad\u57fa\u5982 &#91;Tolkien Gateway](https:\/\/tolkiengateway.net\/wiki\/Main_Page)\u2014\u2014\u6578\u5343\u500b\u4e92\u76f8\u9023\u7d50\u7684\u9801\u9762\uff0c\u6db5\u84cb\u89d2\u8272\u3001\u5730\u9ede\u3001\u4e8b\u4ef6\u3001\u8a9e\u8a00\uff0c\u7531\u5fd7\u9858\u8005\u793e\u7fa4\u591a\u5e74\u5efa\u7acb\u3002\u60a8\u53ef\u4ee5\u5728\u500b\u4eba\u95b1\u8b80\u6642\u5efa\u7acb\u985e\u4f3c\u7684\u6771\u897f\uff0c\u7531 LLM \u5b8c\u6210\u6240\u6709\u4ea4\u53c9\u5f15\u7528\u548c\u7dad\u8b77\u5de5\u4f5c\u3002\n- \u5546\u696d\/\u5718\u968a\uff1a\u7531 LLM \u7dad\u8b77\u7684\u5167\u90e8\u7dad\u57fa\uff0c\u9935\u5165 Slack \u8a0e\u8ad6\u4e32\u3001\u6703\u8b70\u8a18\u9304\u3001\u5c08\u6848\u6587\u4ef6\u3001\u5ba2\u6236\u96fb\u8a71\u3002\u53ef\u80fd\u6709\u4eba\u985e\u5728\u8ff4\u5708\u4e2d\u5be9\u67e5\u66f4\u65b0\u3002\u7dad\u57fa\u4fdd\u6301\u6700\u65b0\uff0c\u56e0\u70ba LLM \u505a\u4e86\u5718\u968a\u4e2d\u6c92\u6709\u4eba\u60f3\u8981\u505a\u7684\u7dad\u8b77\u5de5\u4f5c\u3002\n- **\u7af6\u722d\u5206\u6790\u3001\u76e1\u8077\u8abf\u67e5\u3001\u65c5\u904a\u898f\u5283\u3001\u8ab2\u7a0b\u7b46\u8a18\u3001\u55dc\u597d\u6df1\u5165\u7814\u7a76**\u2014\u2014\u4efb\u4f55\u9700\u8981\u96a8\u6642\u9593\u7d2f\u7a4d\u77e5\u8b58\u4e26\u5e0c\u671b\u5176\u6709\u7d44\u7e54\u800c\u975e\u5206\u6563\u7684\u60c5\u5883\u3002\n\n\u67b6\u69cb\n\u6709\u4e09\u500b\u5c64\u6b21\uff1a\n\u539f\u59cb\u4f86\u6e90 \u2014 \u60a8\u7b56\u5283\u7684\u4f86\u6e90\u6587\u4ef6\u96c6\u5408\u3002\u6587\u7ae0\u3001\u8ad6\u6587\u3001\u5716\u50cf\u3001\u8cc7\u6599\u6a94\u6848\u3002\u9019\u4e9b\u662f\u4e0d\u53ef\u8b8a\u7684\u2014\u2014LLM \u5f9e\u4e2d\u8b80\u53d6\u4f46\u5f9e\u4e0d\u4fee\u6539\u3002\u9019\u662f\u60a8\u7684\u771f\u7406\u4f86\u6e90\u3002\n\n\u7dad\u57fa \u2014 \u7531 LLM \u751f\u6210\u7684 Markdown \u6a94\u6848\u76ee\u9304\u3002\u6458\u8981\u3001\u5be6\u9ad4\u9801\u9762\u3001\u6982\u5ff5\u9801\u9762\u3001\u6bd4\u8f03\u3001\u7e3d\u89bd\u3001\u7d9c\u5408\u8ad6\u8ff0\u3002LLM 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