{"id":660,"date":"2026-02-04T00:03:31","date_gmt":"2026-02-03T16:03:31","guid":{"rendered":"https:\/\/blog.itsmygo.uk\/2026\/02\/04\/clawdbot-%e7%82%ba%e4%bb%80%e9%ba%bc%e8%83%bd%e8%a8%98%e4%bd%8f%e4%bd%a0%e8%aa%aa%e9%81%8e%e7%9a%84%e8%a9%b1%ef%bc%9fai-%e8%a8%98%e6%86%b6%e7%b3%bb%e7%b5%b1%e6%8b%86%e8%a7%a3\/"},"modified":"2026-02-04T00:03:31","modified_gmt":"2026-02-03T16:03:31","slug":"clawdbot-%e7%82%ba%e4%bb%80%e9%ba%bc%e8%83%bd%e8%a8%98%e4%bd%8f%e4%bd%a0%e8%aa%aa%e9%81%8e%e7%9a%84%e8%a9%b1%ef%bc%9fai-%e8%a8%98%e6%86%b6%e7%b3%bb%e7%b5%b1%e6%8b%86%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/blog.itsmygo.uk\/wordpress\/2026\/02\/04\/clawdbot-%e7%82%ba%e4%bb%80%e9%ba%bc%e8%83%bd%e8%a8%98%e4%bd%8f%e4%bd%a0%e8%aa%aa%e9%81%8e%e7%9a%84%e8%a9%b1%ef%bc%9fai-%e8%a8%98%e6%86%b6%e7%b3%bb%e7%b5%b1%e6%8b%86%e8%a7%a3\/","title":{"rendered":"Clawdbot \u70ba\u4ec0\u9ebc\u80fd\u8a18\u4f4f\u4f60\u8aaa\u904e\u7684\u8a71\uff1fAI \u8a18\u61b6\u7cfb\u7d71\u62c6\u89e3"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u9019\u90e8\u5f71\u7247\u7531 Bilibili \u5275\u4f5c\u8005\u300c\u78bc\u91cc\u5967 Ziho\u300d\u88fd\u4f5c\uff0c\u6df1\u5165\u62c6\u89e3\u4e86 OpenClaw\uff08\u539f Clawdbot\uff09\u7684 AI \u8a18\u61b6\u7cfb\u7d71\u904b\u4f5c\u539f\u7406\u3002\u5f71\u7247\u570d\u7e5e\u8a18\u61b6\u7684\u5beb\u5165\u3001\u5132\u5b58\u8207\u8b80\u53d6\u4e09\u500b\u74b0\u7bc0\uff0c\u8aaa\u660e\u8a72\u5de5\u5177\u5982\u4f55\u900f\u904e Markdown \u6a94\u6848\u5132\u5b58\u65e5\u5e38\u8a18\u9304\u8207\u9577\u671f\u8a18\u61b6\uff0c\u4e26\u904b\u7528 RAG\uff08\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff09\u6280\u8853\u642d\u914d\u5411\u91cf\u7d22\u5f15\uff0c\u8b93 AI \u80fd\u5920\u56de\u61b6\u8d77\u904e\u5f80\u7684\u5c0d\u8a71\u5167\u5bb9\uff0c\u5be6\u73fe\u300c\u8d8a\u7528\u8d8a\u8070\u660e\u300d\u7684\u6548\u679c\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u539f\u5f71\u7247\u9023\u7d50\uff1ahttps:\/\/www.bilibili.com\/video\/BV1fv61B4EQ5<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u5f71\u7247\u91cd\u9ede<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>OpenClaw \u7684\u8a18\u61b6\u4ee5\u7d14 Markdown \u5f62\u5f0f\u5132\u5b58\u5728\u667a\u80fd\u9ad4\u7684\u5de5\u4f5c\u5340\u4e2d<\/li>\n\n\n<li>\u8a18\u61b6\u7cfb\u7d71\u5206\u70ba\u300c\u65e5\u5e38\u8a18\u9304\u300d\u548c\u300c\u9577\u671f\u8a18\u61b6\u300d\u5169\u7a2e\u985e\u578b<\/li>\n\n\n<li>\u6bcf\u6b21\u5c0d\u8a71\u7d50\u675f\u6642\u6703\u89f8\u767c Silent Agent Turn\uff0c\u81ea\u52d5\u7e3d\u7d50\u5c0d\u8a71\u5167\u5bb9<\/li>\n\n\n<li>\u9577\u671f\u8a18\u61b6\u5206\u6563\u5728 Memory.md\u3001Sword.md\u3001Tools.md\u3001User.md \u7b49\u6a94\u6848\u4e2d<\/li>\n\n\n<li>AI \u53ef\u4e3b\u52d5\u8a18\u9304\u91cd\u8981\u4e8b\u4ef6\uff0c\u4f7f\u7528\u8005\u4e5f\u53ef\u624b\u52d5\u547d\u4ee4 AI \u8a18\u4f4f\u7279\u5b9a\u8cc7\u8a0a<\/li>\n\n\n<li>\u8a18\u61b6\u8b80\u53d6\u4f7f\u7528 RAG\uff08Retrieval Augmented Generation\uff09\u6280\u8853<\/li>\n\n\n<li>\u65b0\u5c0d\u8a71\u6703\u81ea\u52d5\u8f09\u5165\u904e\u53bb\u5169\u5929\u7684\u5c0d\u8a71\u8a18\u9304\u548c\u9577\u671f\u8a18\u61b6<\/li>\n\n\n<li>Memory.search \u529f\u80fd\u9700\u624b\u52d5\u958b\u555f\uff0c\u5426\u5247 AI \u53ea\u80fd\u9010\u4e00\u7ffb\u95b1\u8a18\u61b6\u6a94\u6848<\/li>\n\n\n<li>\u7d22\u5f15\u7cfb\u7d71\u4f7f\u7528 Embedding \u6a21\u578b\u5c07\u8cc7\u6599\u5411\u91cf\u5316\uff0c\u5b58\u5165 SQLite \u8cc7\u6599\u5eab<\/li>\n\n\n<li>\u652f\u63f4 Hybrid Search\uff0c\u7d50\u5408\u5411\u91cf\u76f8\u4f3c\u5ea6\u5339\u914d\u8207 BM25 \u6587\u672c\u641c\u7d22<\/li>\n\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u8a73\u7d30\u5167\u5bb9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">[00:00] OpenClaw \u7c21\u4ecb\u8207\u8a18\u61b6\u7cfb\u7d71\u6982\u89bd<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">OpenClaw\uff08\u539f\u540d Clawdbot\uff09\u662f\u4e00\u6b3e\u8fd1\u671f\u5099\u53d7\u95dc\u6ce8\u7684 AI \u5de5\u5177\uff0c\u5b83\u4e0d\u50c5\u80fd\u4f7f\u7528\u96fb\u8166\u4e0a\u7684\u5404\u7a2e\u5de5\u5177\u3001\u652f\u63f4\u9060\u7a0b\u6307\u63ee\uff0c\u6700\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u7279\u8272\u662f\u5b83\u80fd\u300c\u8d8a\u7528\u8d8a\u667a\u80fd\u300d\u2014\u2014\u80fd\u8a18\u4f4f\u4f7f\u7528\u8005\u4e4b\u524d\u7684\u804a\u5929\u8a18\u9304\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u64da\u5b98\u65b9\u6587\u4ef6\u7684\u63cf\u8ff0\uff0cOpenClaw \u7684\u8a18\u61b6\u662f\u4ee5\u300c\u7d14 Markdown\u300d\u7684\u5f62\u5f0f\uff0c\u5132\u5b58\u5728\u667a\u80fd\u9ad4\u7684\u5de5\u4f5c\u5340\u7576\u4e2d\u3002\u6574\u500b\u8a18\u61b6\u7cfb\u7d71\u570d\u7e5e Markdown \u6a94\u6848\u904b\u4f5c\uff0c\u53ef\u4ee5\u5206\u70ba\u4e09\u500b\u74b0\u7bc0\uff1a\u8a18\u61b6\u7684\u5beb\u5165\u3001\u8a18\u61b6\u7684\u5132\u5b58\u3001\u4ee5\u53ca\u8a18\u61b6\u7684\u8b80\u53d6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[00:43] \u8a18\u61b6\u5132\u5b58\uff1a\u65e5\u5e38\u8a18\u9304\u8207\u9577\u671f\u8a18\u61b6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a18\u61b6\u5132\u5b58\u8def\u5f91\u4e0b\u6709\u5927\u91cf\u7684 Markdown \u6a94\u6848\uff0c\u5206\u70ba\u5169\u5927\u985e\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65e5\u5e38\u8a18\u9304<\/strong>\uff1a\u6bcf\u6b21\u548c AI \u7684\u5c0d\u8a71\u7d50\u675f\uff08\u6216\u5373\u5c07\u9054\u5230\u4e0a\u4e0b\u6587\u9650\u5236\uff09\u6642\uff0c\u7cfb\u7d71\u6703\u89f8\u767c\u4e00\u6b21\u300cSilent Agent Turn\u300d\u2014\u2014\u9019\u662f\u4e00\u8f2a\u4f7f\u7528\u8005\u4e0d\u53ef\u898b\u7684\u5c0d\u8a71\u3002\u5728\u9019\u8f2a\u96b1\u85cf\u5c0d\u8a71\u4e2d\uff0cAI \u6703\u81ea\u52d5\u7e3d\u7d50\u7576\u6b21\u6703\u8a71\u7684\u5167\u5bb9\uff0c\u4ee5\u65e5\u671f\u683c\u5f0f\u5beb\u5165\u8a18\u9304\u3002\u4f8b\u5982\u300c\u5c0f\u798f\u559c\u6b61\u5403\u4ec0\u9ebc\uff1f\u5c0f\u798f\u6700\u559c\u6b61\u5403\u4e09\u6587\u9b5a\u300d\u9019\u6a23\u7684\u7cbe\u7c21\u6458\u8981\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u9019\u500b\u529f\u80fd\u9700\u8981\u5728 Config \u88e1\u4e3b\u52d5\u958b\u555f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9577\u671f\u8a18\u61b6<\/strong>\uff1a\u7531\u591a\u500b\u5c08\u9580\u7684 Markdown \u6a94\u6848\u7d44\u6210\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>Memory.md<\/strong>\uff1a\u8a18\u9304\u91cd\u8981\u8cc7\u8a0a<\/li>\n\n\n<li><strong>Sword.md<\/strong>\uff1a\u8a18\u9304 AI \u7684\u804a\u5929\u98a8\u683c<\/li>\n\n\n<li><strong>Tools.md<\/strong>\uff1a\u8a18\u9304\u53ef\u4f7f\u7528\u7684\u5de5\u5177<\/li>\n\n\n<li><strong>User.md<\/strong>\uff1a\u8a18\u9304\u4f7f\u7528\u8005\u8cc7\u8a0a\uff08\u5982\u751f\u65e5\u3001\u5bf5\u7269\u7b49\uff09<\/li>\n\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">[01:51] \u9577\u671f\u8a18\u61b6\u7684\u5169\u7a2e\u5beb\u5165\u65b9\u5f0f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9577\u671f\u8a18\u61b6\u6709\u5169\u7a2e\u5132\u5b58\u65b9\u5f0f\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u7a2e\u662f<strong>\u81ea\u52d5\u5beb\u5165<\/strong>\uff1a\u6839\u64da\u63d0\u793a\u8a5e\u7684\u8a2d\u5b9a\uff0c\u7576 AI \u767c\u73fe\u4e86\u91cd\u8981\u7684\u4e8b\u4ef6\u3001\u60f3\u6cd5\u3001\u6c7a\u5b9a\u3001\u89c0\u9ede\u6216\u5b78\u5230\u7684\u5167\u5bb9\u6642\uff0c\u5b83\u6703\u4e3b\u52d5\u5c07\u9019\u4e9b\u8cc7\u8a0a\u8a18\u9304\u5230\u9577\u671f\u8a18\u61b6\u6a94\u6848\u4e2d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u7a2e\u662f<strong>\u624b\u52d5\u547d\u4ee4<\/strong>\uff1a\u4f7f\u7528\u8005\u53ef\u4ee5\u76f4\u63a5\u547d\u4ee4 AI\uff0c\u4f8b\u5982\u300c\u5e6b\u6211\u8a18\u4f4f\u67d0\u4ef6\u4e8b\u60c5\u300d\uff0cAI \u5c31\u6703\u5c07\u6307\u5b9a\u7684\u5167\u5bb9\u5beb\u5165\u9577\u671f\u8a18\u61b6\u7684\u5c0d\u61c9\u6a94\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[02:18] \u8a18\u61b6\u8b80\u53d6\uff1aRAG \u6aa2\u7d22\u589e\u5f37\u751f\u6210<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a18\u61b6\u7684\u4f7f\u7528\u4f9d\u8cf4\u4e00\u500b\u6838\u5fc3\u6982\u5ff5\u2014\u2014RAG\uff08Retrieval Augmented Generation\uff0c\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff09\u3002\u7576\u4f7f\u7528\u8005\u8207 AI \u9032\u884c\u5c0d\u8a71\u6642\uff0c\u7cfb\u7d71\u6703\u4e3b\u52d5\u641c\u7d22\u5df2\u5132\u5b58\u7684\u8a18\u61b6\uff0c\u5c07\u76f8\u95dc\u5167\u5bb9\u62fc\u63a5\u5230\u4e0a\u4e0b\u6587\u4e2d\uff0c\u8b93 AI \u80fd\u5920\u4e86\u89e3\u4e4b\u524d\u767c\u751f\u7684\u4e8b\u60c5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u65bc\u6bcf\u500b\u65b0\u7684\u5c0d\u8a71 Session\uff0c\u7cfb\u7d71\u6703\u81ea\u52d5\u8f09\u5165\u904e\u53bb\u5169\u5929\u7684\u5c0d\u8a71\u8a18\u9304\uff0c\u4ee5\u53ca\u9577\u671f\u8a18\u61b6\uff08\u5373 Memory.md \u7b49\u6a94\u6848\u7684\u5167\u5bb9\uff09\uff0c\u4f5c\u70ba\u4e0a\u4e0b\u6587\u7684\u4e00\u90e8\u5206\u63d0\u4f9b\u7d66 AI\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[03:04] Memory.search \u529f\u80fd\u8207\u624b\u52d5\u7ffb\u95b1\u7684\u5c0d\u6bd4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7576\u4f7f\u7528\u8005\u8a62\u554f\u4f8b\u5982\u300c\u5c0f\u798f\u559c\u6b61\u5403\u4ec0\u9ebc\u300d\u6642\uff0cAI \u6703\u8abf\u7528 <code>Memory.search<\/code> \u5de5\u5177\u9032\u884c\u641c\u7d22\u3002\u4f46\u9019\u500b\u529f\u80fd\u9810\u8a2d\u4e26\u672a\u958b\u555f\uff0c\u9700\u8981\u5728 Config \u7684 Agents \u8a2d\u5b9a\u4e2d\u627e\u5230 <code>Memory.search<\/code> \u624b\u52d5\u6253\u958b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u672a\u555f\u7528 <code>Memory.search<\/code> \u7684\u60c5\u6cc1\u4e0b\uff0cAI \u6703\u900f\u904e\u4e0a\u4e0b\u6587\u624b\u52d5\u7ffb\u95b1\u8a18\u61b6\u6a94\u6848\uff0c\u9010\u500b\u95b1\u8b80 Markdown \u6a94\u6848\u4f86\u67e5\u627e\u8cc7\u8a0a\u3002\u9019\u7a2e\u65b9\u5f0f\u6548\u7387\u975e\u5e38\u4f4e\uff0c\u5c24\u5176\u662f\u7576\u5c0d\u8a71\u8a18\u9304\u8d8a\u4f86\u8d8a\u591a\u6642\uff0c\u554f\u984c\u6703\u66f4\u52a0\u660e\u986f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[04:00] \u7d22\u5f15\u7cfb\u7d71\uff1aEmbedding \u8207\u5411\u91cf\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u63d0\u5347\u8a18\u61b6\u641c\u7d22\u6548\u7387\uff0c\u9700\u8981\u555f\u7528\u7d22\u5f15\u529f\u80fd\u3002\u5728 Config Agents \u4e2d\u627e\u5230 <code>Memory.search session index<\/code> \u4e26\u958b\u555f\uff0c\u540c\u6642\u914d\u7f6e Google \u6216 OpenAI \u7684 API\uff08\u4e5f\u53ef\u4f7f\u7528 local\uff0c\u4f46\u914d\u7f6e\u8f03\u70ba\u8907\u96dc\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6709\u4e86 API \u4e4b\u5f8c\uff0c\u7cfb\u7d71\u6703\u5c0d\u8a18\u9304\u9032\u884c Embedding\u3002\u70ba\u4e86\u907f\u514d\u983b\u7e41\u69cb\u5efa\u7d22\u5f15\uff0c\u7cfb\u7d71\u63a1\u7528\u4e86 Debounce\uff08\u9632\u6296\uff09\u6a5f\u5236\uff1a\u8ddd\u96e2\u4e0a\u4e00\u6b21\u69cb\u5efa 1.5 \u79d2\u4e4b\u5f8c\uff0c\u6216\u9054\u5230\u95be\u503c\uff0850 \u689d\u65b0\u6d88\u606f\u6216 100,000 bytes \u7684\u65b0\u5167\u5bb9\uff09\u6642\uff0c\u624d\u6703\u89f8\u767c\u65b0\u4e00\u8f2a\u7d22\u5f15\u69cb\u5efa\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u69cb\u5efa\u7d22\u5f15\u6642\uff0c\u7cfb\u7d71\u6703\u8abf\u7528 Google \u6216 OpenAI \u7684 Embedding \u6a21\u578b\uff0c\u5c07\u8cc7\u6599\u5207\u584a\u3001\u5411\u91cf\u5316\u5f8c\u4fdd\u5b58\u5230 SQLite \u8cc7\u6599\u5eab\u4e2d\u3002\u8cc7\u6599\u5eab\u4e2d\u7684\u6bcf\u500b\u5411\u91cf\u90fd\u6703\u6a19\u793a\u5176\u6240\u5c6c\u7684\u6a94\u6848\u548c\u4f4d\u7f6e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[05:15] \u7d22\u5f15\u641c\u7d22\u8207 Hybrid Search<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6709\u4e86\u7d22\u5f15\u4e4b\u5f8c\uff0c\u4f7f\u7528 <code>Memory.search<\/code> \u6642\uff0c\u7cfb\u7d71\u6703\u6bd4\u5c0d\u641c\u7d22\u5167\u5bb9\u8207\u7d22\u5f15\u8cc7\u6599\u7684\u76f8\u4f3c\u5ea6\uff0c\u7136\u5f8c\u8abf\u7528 <code>Memory.get<\/code> \u7372\u53d6\u5b8c\u6574\u6587\u4ef6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b64\u5916\uff0c\u7cfb\u7d71\u9084\u652f\u63f4 Hybrid Search\uff08<code>Memory.searchHyper<\/code>\uff0c\u9810\u8a2d\u958b\u555f\uff09\uff0c\u540c\u6642\u4f7f\u7528\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>\u5411\u91cf\u76f8\u4f3c\u5ea6\u5339\u914d<\/strong>\uff1a\u57fa\u65bc\u8a9e\u610f\u7406\u89e3\u7684\u641c\u7d22<\/li>\n\n\n<li><strong>BM25 \u6f14\u7b97\u6cd5<\/strong>\uff1a\u50b3\u7d71\u7684\u7cbe\u78ba\u6587\u672c\u641c\u7d22<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u5169\u7a2e\u65b9\u5f0f\u517c\u9867\u4e86\u8a9e\u610f\u7406\u89e3\u548c\u7cbe\u78ba\u5339\u914d\uff0c\u6700\u7d42\u5c07\u641c\u7d22\u7d50\u679c\u5408\u4f75\uff08merge\uff09\u5f8c\u62fc\u63a5\u5230\u4e0a\u4e0b\u6587\u4e2d\uff0c\u8b93\u4f7f\u7528\u8005\u80fd\u8f15\u9b06\u627e\u5230\u4e4b\u524d\u7684\u804a\u5929\u8a18\u9304\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6211\u7684\u60f3\u6cd5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u90e8\u5f71\u7247\u6e05\u695a\u5730\u62c6\u89e3\u4e86 OpenClaw \u7684\u8a18\u61b6\u7cfb\u7d71\u67b6\u69cb\uff0c\u8b93\u6211\u5011\u770b\u5230\u5373\u4f7f\u662f\u770b\u4f3c\u795e\u5947\u7684\u300cAI \u8a18\u61b6\u300d\u529f\u80fd\uff0c\u5e95\u5c64\u5176\u5be6\u662f\u76f8\u7576\u52d9\u5be6\u7684\u5de5\u7a0b\u5be6\u4f5c\u2014\u2014Markdown \u6a94\u6848 + RAG + \u5411\u91cf\u641c\u7d22\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u9019\u5957\u8a18\u61b6\u7cfb\u7d71\u7684\u8a2d\u8a08\u53cd\u6620\u4e86\u7576\u524d AI Agent \u9818\u57df\u7684\u4e00\u500b\u91cd\u8981\u8da8\u52e2\uff1a\u5c07\u975e\u7d50\u69cb\u5316\u7684\u5c0d\u8a71\u8cc7\u8a0a\u8f49\u5316\u70ba\u7d50\u69cb\u5316\u7684\u77e5\u8b58\u5132\u5b58\u3002\u900f\u904e Silent Agent Turn \u81ea\u52d5\u7e3d\u7d50\u3001\u5206\u985e\u5132\u5b58\u5230\u4e0d\u540c\u7684 Markdown \u6a94\u6848\uff0c\u518d\u7528 Embedding + Hybrid Search \u9ad8\u6548\u6aa2\u7d22\uff0c\u5f62\u6210\u4e86\u4e00\u500b\u5b8c\u6574\u7684\u8a18\u61b6\u751f\u547d\u9031\u671f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u65bc\u60f3\u8981\u5efa\u69cb\u985e\u4f3c\u7cfb\u7d71\u7684\u958b\u767c\u8005\uff0c\u6709\u5e7e\u500b\u5be6\u7528\u7684\u555f\u793a\uff1a\u7b2c\u4e00\uff0cDebounce \u6a5f\u5236\u5728\u7d22\u5f15\u69cb\u5efa\u4e2d\u5f88\u91cd\u8981\uff0c\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684 API \u547c\u53eb\u6210\u672c\uff1b\u7b2c\u4e8c\uff0cHybrid Search \u7d50\u5408\u8a9e\u610f\u641c\u7d22\u548c\u95dc\u9375\u5b57\u641c\u7d22\u662f\u76ee\u524d\u7684\u6700\u4f73\u5be6\u8e10\uff1b\u7b2c\u4e09\uff0c\u5c07\u8a18\u61b6\u4ee5 Markdown \u7d14\u6587\u5b57\u5132\u5b58\u7684\u505a\u6cd5\u65e2\u7c21\u55ae\u53c8\u5177\u53ef\u79fb\u690d\u6027\uff0c\u503c\u5f97\u53c3\u8003\u3002<\/p>\n\n    \n\n<div id=\"quiz-99d09aa5\">\n<style>\n#quiz-99d09aa5 .badge {\n        display: inline-block;\n        padding: 4px 10px;\n        border-radius: 12px;\n        font-size: 0.75em;\n        font-weight: bold;\n        margin-left: 8px;\n      }#quiz-99d09aa5 .badge.scenario {\n        background: #ebf8ff;\n        color: #2b6cb0;\n      }#quiz-99d09aa5 .badge.debug {\n        background: #fef3c7;\n        color: #92400e;\n      }#quiz-99d09aa5 .question-adv {\n        background: white;\n        border-radius: 10px;\n        padding: 24px;\n        margin: 20px 0;\n        box-shadow: 0 2px 8px rgba(0, 0, 0, 0.08);\n        border-left: 4px solid #ed8936;\n      }#quiz-99d09aa5 .question-adv h3 {\n        margin-top: 0;\n        color: #2d3748;\n      }#quiz-99d09aa5 .code-block {\n        background: #1e1e1e;\n        color: #d4d4d4;\n        padding: 14px;\n        border-radius: 6px;\n        font-family: \"Menlo\", \"Monaco\", \"Courier New\", monospace;\n        font-size: 0.9em;\n        overflow-x: auto;\n        margin: 12px 0;\n        white-space: pre-wrap;\n      }#quiz-99d09aa5 .options-adv {\n        list-style: none;\n        padding: 0;\n      }#quiz-99d09aa5 .options-adv li {\n        padding: 14px 16px;\n        margin: 10px 0;\n        border: 2px solid #e2e8f0;\n        border-radius: 8px;\n        cursor: pointer;\n        transition: all 0.2s;\n      }#quiz-99d09aa5 .options-adv li:hover:not(.disabled) {\n        border-color: #ed8936;\n        background: #fffaf0;\n      }#quiz-99d09aa5 .options-adv li.disabled {\n        cursor: default;\n        opacity: 0.7;\n      }#quiz-99d09aa5 .options-adv li.show-answer {\n        border-color: #48bb78;\n        background: #f0fff4;\n      }#quiz-99d09aa5 .options-adv li.wrong {\n        border-color: #fc8181;\n        background: #fff5f5;\n      }#quiz-99d09aa5 .feedback-adv {\n        margin-top: 16px;\n        padding: 14px;\n        border-radius: 8px;\n        display: none;\n        line-height: 1.6;\n      }#quiz-99d09aa5 .feedback-adv.correct {\n        background: #f0fff4;\n        color: #276749;\n        display: block;\n      }#quiz-99d09aa5 .feedback-adv.wrong {\n        background: #fff5f5;\n        color: #c53030;\n        display: block;\n      }#quiz-99d09aa5 .feedback-adv \n      .score-adv {\n        text-align: center;\n        font-size: 1.4em;\n        padding: 24px;\n        background: white;\n        border-radius: 10px;\n        margin-top: 24px;\n        box-shadow: 0 2px 8px rgba(0, 0, 0, 0.08);\n      }#quiz-99d09aa5 .intro {\n        background: #ebf8ff;\n        padding: 16px;\n        border-radius: 8px;\n        margin-bottom: 20px;\n        color: #2c5282;\n      }\n<\/style>\n<h1>\u9032\u968e\u6e2c\u9a57\uff1aAI \u8a18\u61b6\u7cfb\u7d71\u62c6\u89e3<\/h1>\n    <div class=\"intro\">\n      <strong>\u6e2c\u9a57\u76ee\u6a19\uff1a<\/strong>\u9a57\u8b49\u4f60\u662f\u5426\u80fd\u5728\u5be6\u969b\u60c5\u5883\u4e2d\u61c9\u7528 OpenClaw \u8a18\u61b6\u7cfb\u7d71\u7684\u77e5\u8b58\u3002<br \/>\n      \u5171 5 \u984c\uff0c\u5305\u542b\u60c5\u5883\u984c\u8207\u932f\u8aa4\u8a3a\u65b7\u984c\u3002\n    <\/div>\n\n    <!-- \u60c5\u5883\u984c 1 -->\n    <div class=\"question-adv\" id=\"qAdv1\">\n      <h3>1. \u4f60\u6b63\u5728\u4f7f\u7528 OpenClaw\uff0c\u767c\u73fe\u5b83\u7121\u6cd5\u8a18\u4f4f\u4f60\u6628\u5929\u544a\u8a34\u5b83\u7684\u5bf5\u7269\u540d\u5b57\u3002\u4f60\u60f3\u8b93 AI \u80fd\u66f4\u6709\u6548\u7387\u5730\u641c\u7d22\u904e\u5f80\u8a18\u61b6\u3002 <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u76ee\u524d\u72c0\u614b\uff1a\n&#8211; Config \u4e2d\u7684 Memory.search \u529f\u80fd\u5df2\u958b\u555f\n&#8211; \u4f46\u5c1a\u672a\u914d\u7f6e\u4efb\u4f55 Embedding API\n&#8211; AI \u53ea\u80fd\u9010\u4e00\u7ffb\u95b1 Markdown \u8a18\u61b6\u6a94\u6848\uff0c\u6548\u7387\u5f88\u4f4e<\/div>\n      <p>\u4f60\u61c9\u8a72\u512a\u5148\u505a\u4ec0\u9ebc\u4f86\u6539\u5584\u641c\u7d22\u6548\u7387\uff1f<\/p>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(1, 'A', 'B')\">A. \u589e\u52a0\u66f4\u591a\u7684 Markdown \u8a18\u61b6\u6a94\u6848\u5206\u985e<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'B', 'B')\">B. \u5728 Config \u4e2d\u958b\u555f session index \u4e26\u914d\u7f6e Google \u6216 OpenAI \u7684 Embedding API<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'C', 'B')\">C. \u624b\u52d5\u5c07\u6240\u6709\u5c0d\u8a71\u8a18\u9304\u8907\u88fd\u5230 Memory.md \u4e2d<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'D', 'B')\">D. \u95dc\u9589 Memory.search \u529f\u80fd\uff0c\u6539\u7528\u624b\u52d5\u7ffb\u95b1\u6a21\u5f0f<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv1\"><\/div>\n    <\/div>\n\n    <!-- \u60c5\u5883\u984c 2 -->\n    <div class=\"question-adv\" id=\"qAdv2\">\n      <h3>2. \u4f60\u767c\u73fe OpenClaw \u7684\u7d22\u5f15\u7cfb\u7d71\u5728\u77ed\u6642\u9593\u5167\u88ab\u983b\u7e41\u89f8\u767c\u69cb\u5efa\uff0c\u5c0e\u81f4 API \u547c\u53eb\u6210\u672c\u904e\u9ad8\u3002 <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u89c0\u5bdf\u5230\u7684\u73fe\u8c61\uff1a\n&#8211; \u6bcf\u6b21\u767c\u9001\u8a0a\u606f\u5f8c\u90fd\u6703\u7acb\u5373\u89f8\u767c\u7d22\u5f15\u91cd\u5efa\n&#8211; API \u547c\u53eb\u6b21\u6578\u9060\u8d85\u9810\u671f\n&#8211; Embedding \u8cbb\u7528\u660e\u986f\u504f\u9ad8<\/div>\n      <p>\u6839\u64da OpenClaw \u7684\u8a2d\u8a08\uff0c\u7cfb\u7d71\u61c9\u8a72\u7528\u4ec0\u9ebc\u6a5f\u5236\u4f86\u907f\u514d\u9019\u500b\u554f\u984c\uff1f<\/p>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(2, 'A', 'C')\">A. \u8a2d\u5b9a\u6bcf\u5929\u53ea\u69cb\u5efa\u4e00\u6b21\u7d22\u5f15\u7684\u6392\u7a0b\u4efb\u52d9<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'B', 'C')\">B. \u624b\u52d5\u63a7\u5236\u4ec0\u9ebc\u6642\u5019\u89f8\u767c\u7d22\u5f15\u69cb\u5efa<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'C', 'C')\">C. Debounce\uff08\u9632\u6296\uff09\u6a5f\u5236\uff1a\u8ddd\u4e0a\u6b21 1.5 \u79d2\u5f8c\uff0c\u4e14\u9054\u5230 50 \u689d\u65b0\u6d88\u606f\u6216 100,000 bytes \u95be\u503c\u624d\u89f8\u767c<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'D', 'C')\">D. \u9650\u5236\u6bcf\u5c0f\u6642\u6700\u591a\u69cb\u5efa 5 \u6b21\u7d22\u5f15<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv2\"><\/div>\n    <\/div>\n\n    <!-- \u60c5\u5883\u984c 3 -->\n    <div class=\"question-adv\" id=\"qAdv3\">\n      <h3>3. \u4f60\u5e0c\u671b OpenClaw \u5728\u641c\u7d22\u8a18\u61b6\u6642\uff0c\u65e2\u80fd\u7406\u89e3\u8a9e\u610f\u76f8\u8fd1\u7684\u5167\u5bb9\uff0c\u53c8\u80fd\u7cbe\u78ba\u5339\u914d\u7279\u5b9a\u95dc\u9375\u5b57\u3002 <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u9700\u6c42\uff1a\n&#8211; \u641c\u7d22\u300c\u6211\u7684\u5bf5\u7269\u300d\u6642\u80fd\u627e\u5230\u300c\u5c0f\u798f\u662f\u6211\u990a\u7684\u8c93\u300d\n&#8211; \u641c\u7d22\u300c\u4e09\u6587\u9b5a\u300d\u6642\u4e5f\u80fd\u7cbe\u78ba\u627e\u5230\u5305\u542b\u9019\u500b\u8a5e\u7684\u8a18\u9304\n&#8211; \u5169\u7a2e\u9700\u6c42\u90fd\u9700\u8981\u540c\u6642\u6eff\u8db3<\/div>\n      <p>OpenClaw \u4f7f\u7528\u4ec0\u9ebc\u6280\u8853\u4f86\u540c\u6642\u5be6\u73fe\u9019\u5169\u500b\u9700\u6c42\uff1f<\/p>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(3, 'A', 'D')\">A. \u53ea\u4f7f\u7528\u5411\u91cf\u76f8\u4f3c\u5ea6\u641c\u7d22\uff0c\u56e0\u70ba\u5b83\u5df2\u7d93\u8db3\u5920\u667a\u80fd<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'B', 'D')\">B. \u53ea\u4f7f\u7528 BM25 \u6587\u672c\u641c\u7d22\uff0c\u642d\u914d\u66f4\u591a\u95dc\u9375\u5b57\u540c\u7fa9\u8a5e<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'C', 'D')\">C. \u4f7f\u7528\u6b63\u5247\u8868\u9054\u5f0f\u641c\u7d22\u6240\u6709 Markdown \u6a94\u6848<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'D', 'D')\">D. Hybrid Search\uff1a\u7d50\u5408\u5411\u91cf\u76f8\u4f3c\u5ea6\u5339\u914d\u8207 BM25 \u6587\u672c\u641c\u7d22\uff0c\u517c\u9867\u8a9e\u610f\u548c\u7cbe\u78ba\u5339\u914d<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv3\"><\/div>\n    <\/div>\n\n    <!-- \u932f\u8aa4\u8a3a\u65b7\u984c 1 -->\n    <div class=\"question-adv\" id=\"qAdv4\">\n      <h3>4. \u5c0f\u83ef\u8a2d\u5b9a\u597d OpenClaw \u5f8c\uff0c\u767c\u73fe\u6bcf\u6b21\u958b\u555f\u65b0\u5c0d\u8a71\u6642 AI \u5b8c\u5168\u4e0d\u8a18\u5f97\u4e4b\u524d\u7684\u4efb\u4f55\u5167\u5bb9\uff0c\u4f46\u4ed6\u78ba\u4fe1\u4e4b\u524d\u6709\u6b63\u5e38\u5c0d\u8a71\u904e\u3002 <span class=\"badge debug\">\u932f\u8aa4\u8a3a\u65b7<\/span><\/h3>\n      <div class=\"code-block\">\u5c0f\u83ef\u7684\u8a2d\u5b9a\u72c0\u614b\uff1a\n&#8211; \u5df2\u6b63\u5e38\u4f7f\u7528 OpenClaw \u9032\u884c\u591a\u6b21\u5c0d\u8a71\n&#8211; Config \u4e2d\u7684 Silent Agent Turn \u529f\u80fd\u672a\u958b\u555f\n&#8211; Memory.search \u5df2\u958b\u555f\n&#8211; Embedding API \u5df2\u914d\u7f6e\n\n\u554f\u984c\uff1a\u65b0\u5c0d\u8a71\u4e2d AI \u5b8c\u5168\u4e0d\u77e5\u9053\u4e4b\u524d\u804a\u904e\u4ec0\u9ebc<\/div>\n      <p>\u6700\u53ef\u80fd\u7684\u6839\u672c\u539f\u56e0\u662f\u4ec0\u9ebc\uff1f<\/p>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(4, 'A', 'B')\">A. Embedding API \u914d\u7f6e\u932f\u8aa4\uff0c\u7121\u6cd5\u5efa\u7acb\u5411\u91cf\u7d22\u5f15<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'B', 'B')\">B. Silent Agent Turn \u672a\u958b\u555f\uff0c\u5c0d\u8a71\u7d50\u675f\u6642\u6c92\u6709\u81ea\u52d5\u7e3d\u7d50\u4e26\u5beb\u5165\u8a18\u61b6\u6a94\u6848<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'C', 'B')\">C. Memory.search \u529f\u80fd\u6709 Bug\uff0c\u641c\u7d22\u4e0d\u5230\u5df2\u6709\u7684\u8a18\u61b6<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'D', 'B')\">D. \u9700\u8981\u624b\u52d5\u91cd\u555f OpenClaw \u624d\u80fd\u8f09\u5165\u65b0\u7684\u8a18\u61b6<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv4\"><\/div>\n    <\/div>\n\n    <!-- \u932f\u8aa4\u8a3a\u65b7\u984c 2 -->\n    <div class=\"question-adv\" id=\"qAdv5\">\n      <h3>5. \u5c0f\u660e\u5728 OpenClaw \u4e2d\u554f\u300c\u6211\u6628\u5929\u8aaa\u4e86\u4ec0\u9ebc\uff1f\u300d\uff0cAI \u82b1\u4e86\u5f88\u9577\u6642\u9593\u624d\u56de\u8986\uff0c\u800c\u4e14\u56de\u8986\u4e2d\u63d0\u5230\u5b83\u300c\u9010\u4e00\u8b80\u53d6\u4e86\u591a\u500b Markdown \u6a94\u6848\u300d\u3002 <span class=\"badge debug\">\u932f\u8aa4\u8a3a\u65b7<\/span><\/h3>\n      <div class=\"code-block\">AI \u7684\u56de\u8986\u904e\u7a0b\uff1a\n1. \u8b80\u53d6 memories\/daily\/2025-01-15.md\n2. \u8b80\u53d6 memories\/daily\/2025-01-14.md\n3. \u8b80\u53d6 memories\/daily\/2025-01-13.md\n&#8230;\uff08\u9010\u500b\u6a94\u6848\u7ffb\u95b1\uff09\n\n\u8017\u6642\uff1a\u7d04 30 \u79d2\n\u6b63\u5e38\u9810\u671f\uff1a\u61c9\u8a72\u5728\u6578\u79d2\u5167\u900f\u904e\u641c\u7d22\u627e\u5230\u7d50\u679c<\/div>\n      <p>\u9019\u500b\u6548\u80fd\u554f\u984c\u6700\u53ef\u80fd\u7684\u539f\u56e0\u662f\u4ec0\u9ebc\uff1f<\/p>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(5, 'A', 'C')\">A. \u65e5\u5e38\u8a18\u9304\u7684 Markdown \u6a94\u6848\u592a\u5927\uff0c\u9700\u8981\u58d3\u7e2e<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'B', 'C')\">B. OpenClaw \u7684 LLM \u6a21\u578b\u8655\u7406\u901f\u5ea6\u592a\u6162<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'C', 'C')\">C. \u672a\u958b\u555f session index \u7d22\u5f15\u529f\u80fd\uff0cAI \u53ea\u80fd\u904d\u6b77\u6a94\u6848\u800c\u975e\u4f7f\u7528\u5411\u91cf\u641c\u7d22<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'D', 'C')\">D. Memory.md \u9577\u671f\u8a18\u61b6\u6a94\u6848\u640d\u58de\u5c0e\u81f4\u641c\u7d22\u5931\u6557<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv5\"><\/div>\n    <\/div>\n\n    <div class=\"score-adv\" id=\"scoreAdv\" style=\"display:none;\"><\/div>\n<script>\n\n      let answeredAdv = 0;\n      let correctAdv = 0;\n      const totalAdv = 5;\n      const explanationsAdv = {\n        1: \"\u8981\u63d0\u5347\u8a18\u61b6\u641c\u7d22\u6548\u7387\uff0c\u95dc\u9375\u662f\u555f\u7528\u7d22\u5f15\u7cfb\u7d71\u3002\u9700\u8981\u5728 Config Agents \u4e2d\u958b\u555f <code>Memory.search session index<\/code>\uff0c\u4e26\u914d\u7f6e Google \u6216 OpenAI \u7684 Embedding API\u3002\u6709\u4e86\u7d22\u5f15\u5f8c\uff0c\u7cfb\u7d71\u6703\u5c07\u8a18\u61b6\u8cc7\u6599\u5411\u91cf\u5316\u5b58\u5165 SQLite \u8cc7\u6599\u5eab\uff0c\u641c\u7d22\u6642\u76f4\u63a5\u6bd4\u5c0d\u76f8\u4f3c\u5ea6\uff0c\u800c\u975e\u9010\u4e00\u7ffb\u95b1\u6a94\u6848\u3002\u9078\u9805 A \u53ea\u662f\u589e\u52a0\u6a94\u6848\u5206\u985e\u4e0d\u6703\u6539\u5584\u641c\u7d22\u6548\u7387\uff1b\u9078\u9805 C \u624b\u52d5\u8907\u88fd\u4e0d\u53ef\u64f4\u5c55\uff1b\u9078\u9805 D \u53cd\u800c\u6703\u964d\u7d1a\u641c\u7d22\u80fd\u529b\u3002\",\n        2: \"OpenClaw \u5167\u5efa\u4e86 Debounce\uff08\u9632\u6296\uff09\u6a5f\u5236\u4f86\u907f\u514d\u983b\u7e41\u69cb\u5efa\u7d22\u5f15\u3002\u7cfb\u7d71\u8a2d\u5b9a\u9700\u8981\u8ddd\u96e2\u4e0a\u4e00\u6b21\u69cb\u5efa\u81f3\u5c11 1.5 \u79d2\uff0c\u4e14\u9054\u5230\u95be\u503c\uff0850 \u689d\u65b0\u6d88\u606f\u6216 100,000 bytes \u7684\u65b0\u5167\u5bb9\uff09\u624d\u6703\u89f8\u767c\u65b0\u4e00\u8f2a\u7d22\u5f15\u69cb\u5efa\u3002\u9019\u662f\u4e00\u7a2e\u5e73\u8861\u5373\u6642\u6027\u8207\u6210\u672c\u7684\u5de5\u7a0b\u8a2d\u8a08\u3002\u9078\u9805 A\u3001B\u3001D \u90fd\u4e0d\u662f OpenClaw \u5be6\u969b\u63a1\u7528\u7684\u6a5f\u5236\u3002\",\n        3: \"OpenClaw \u652f\u63f4 Hybrid Search\uff08<code>Memory.searchHyper<\/code>\uff0c\u9810\u8a2d\u958b\u555f\uff09\uff0c\u540c\u6642\u4f7f\u7528\u5411\u91cf\u76f8\u4f3c\u5ea6\u5339\u914d\uff08\u57fa\u65bc\u8a9e\u610f\u7406\u89e3\uff09\u548c BM25 \u6f14\u7b97\u6cd5\uff08\u50b3\u7d71\u7cbe\u78ba\u6587\u672c\u641c\u7d22\uff09\u3002\u9019\u7a2e\u6df7\u5408\u641c\u7d22\u65b9\u5f0f\u517c\u9867\u4e86\u8a9e\u610f\u7406\u89e3\u548c\u7cbe\u78ba\u5339\u914d\u5169\u500b\u9762\u5411\uff0c\u6700\u7d42\u5c07\u7d50\u679c\u5408\u4f75\u5f8c\u62fc\u63a5\u5230\u4e0a\u4e0b\u6587\u3002\u55ae\u7368\u4f7f\u7528\u4efb\u4e00\u7a2e\u641c\u7d22\u65b9\u5f0f\u90fd\u7121\u6cd5\u540c\u6642\u6eff\u8db3\u9019\u5169\u500b\u9700\u6c42\u3002\",\n        4: \"\u6839\u672c\u539f\u56e0\u5728\u65bc Silent Agent Turn \u672a\u958b\u555f\u3002\u9019\u500b\u529f\u80fd\u8ca0\u8cac\u5728\u6bcf\u6b21\u5c0d\u8a71\u7d50\u675f\u6642\u89f8\u767c\u4e00\u8f2a\u96b1\u85cf\u7684 AI \u5c0d\u8a71\uff0c\u81ea\u52d5\u7e3d\u7d50\u6703\u8a71\u5167\u5bb9\u4e26\u5beb\u5165\u8a18\u61b6\u6a94\u6848\u3002\u5982\u679c\u6c92\u6709\u958b\u555f\u9019\u500b\u529f\u80fd\uff0c\u5c0d\u8a71\u5167\u5bb9\u6839\u672c\u4e0d\u6703\u88ab\u8a18\u9304\u5230 Markdown \u8a18\u61b6\u6a94\u6848\u4e2d\uff0c\u5373\u4f7f Memory.search \u548c\u7d22\u5f15\u90fd\u6b63\u5e38\u904b\u4f5c\uff0c\u4e5f\u641c\u7d22\u4e0d\u5230\u4efb\u4f55\u5167\u5bb9\uff0c\u56e0\u70ba\u8a18\u61b6\u5f9e\u4e00\u958b\u59cb\u5c31\u6c92\u6709\u88ab\u5beb\u5165\u3002\",\n        5: \"\u554f\u984c\u51fa\u5728\u672a\u555f\u7528 <code>session index<\/code> \u7d22\u5f15\u529f\u80fd\u3002\u5728\u6c92\u6709\u7d22\u5f15\u7684\u60c5\u6cc1\u4e0b\uff0cAI \u53ea\u80fd\u900f\u904e\u4e0a\u4e0b\u6587\u624b\u52d5\u7ffb\u95b1\u6bcf\u500b Markdown \u8a18\u61b6\u6a94\u6848\uff0c\u9010\u4e00\u8b80\u53d6\u4f86\u67e5\u627e\u8cc7\u8a0a\uff0c\u9019\u7a2e\u65b9\u5f0f\u6548\u7387\u975e\u5e38\u4f4e\u3002\u958b\u555f session index \u4e26\u914d\u7f6e Embedding API \u5f8c\uff0c\u7cfb\u7d71\u6703\u5c07\u8cc7\u6599\u5411\u91cf\u5316\u4e26\u5efa\u7acb\u7d22\u5f15\uff0c\u641c\u7d22\u6642\u76f4\u63a5\u6bd4\u5c0d\u76f8\u4f3c\u5ea6\uff0c\u80fd\u5728\u6578\u79d2\u5167\u627e\u5230\u76f8\u95dc\u8a18\u61b6\u3002\u9078\u9805 A \u4e2d\u6a94\u6848\u5927\u5c0f\u4e0d\u662f\u4e3b\u56e0\uff1b\u9078\u9805 B \u4e2d LLM \u901f\u5ea6\u8207\u8a18\u61b6\u641c\u7d22\u6a5f\u5236\u7121\u95dc\uff1b\u9078\u9805 D \u4e2d Memory.md \u640d\u58de\u4e0d\u6703\u5c0e\u81f4\u9019\u7a2e\u9010\u4e00\u7ffb\u95b1\u7684\u884c\u70ba\u3002\"\n      };\n\n      function checkAnswerAdv(qNum, selected, correctAns) {\n        const question = document.getElementById(\"qAdv\" + qNum);\n        if (question.classList.contains(\"answered\")) return;\n\n        question.classList.add(\"answered\");\n        answeredAdv++;\n\n        const options = question.querySelectorAll(\".options-adv li\");\n        options.forEach((opt) => {\n          opt.classList.add(\"disabled\");\n          if (opt.textContent.startsWith(correctAns + \".\")) {\n            opt.classList.add(\"show-answer\");\n          }\n        });\n\n        const feedback = document.getElementById(\"fbAdv\" + qNum);\n        if (selected === correctAns) {\n          correctAdv++;\n          feedback.className = \"feedback-adv correct\";\n          feedback.innerHTML = \"\u2713 \u6b63\u78ba\uff01\" + explanationsAdv[qNum];\n        } else {\n          feedback.className = \"feedback-adv wrong\";\n          feedback.innerHTML =\n            \"\u2717 \u932f\u8aa4\u3002\u6b63\u78ba\u7b54\u6848\u662f \" + correctAns + \"\u3002\" + explanationsAdv[qNum];\n          options.forEach((opt) => {\n            if (opt.textContent.startsWith(selected + \".\")) {\n              opt.classList.add(\"wrong\");\n            }\n          });\n        }\n\n        if (answeredAdv === totalAdv) {\n          const scoreDiv = document.getElementById(\"scoreAdv\");\n          scoreDiv.style.display = \"block\";\n          let msg = \"\";\n          if (correctAdv === totalAdv) msg = \"\ud83c\udfaf \u5b8c\u7f8e\uff01\u4f60\u5df2\u7d93\u6e96\u5099\u597d\u5be6\u6230\u4e86\uff01\";\n          else if (correctAdv >= Math.ceil(totalAdv * 0.8))\n            msg = \"\ud83d\udcaa \u5f88\u68d2\uff01\u518d\u8907\u7fd2\u4e00\u4e0b\u932f\u7684\u984c\u76ee\";\n          else if (correctAdv >= Math.ceil(totalAdv * 0.6))\n            msg = \"\ud83d\udcd6 \u5efa\u8b70\u91cd\u8b80\u76f8\u95dc\u6bb5\u843d\u5f8c\u518d\u8a66\u4e00\u6b21\";\n          else msg = \"\ud83d\udd04 \u5efa\u8b70\u91cd\u65b0\u95b1\u8b80\u6587\u4ef6\uff0c\u7279\u5225\u6ce8\u610f\u64cd\u4f5c\u6d41\u7a0b\";\n          scoreDiv.innerHTML =\n            \"\u6e2c\u9a57\u5b8c\u6210\uff01\u5f97\u5206\uff1a\" + correctAdv + \" \/ \" + totalAdv + \"<br>\" + msg;\n        }\n      }\n    \n<\/script>\n<\/div>\n\n\n<div class=\"wp-like-post__wrapper\" style=\"\"><button type=\"button\" class=\"wp-like-post__button \" style=\"height: 30px; color: #000000;\" data-post-id=\"660\" data-total-likes=\"0\" data-likes-from-user=\"0\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"none\" viewBox=\"0 0 24 24\" stroke-width=\"1.5\" stroke=\"currentColor\" width=\"30\" height=\"30\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M6.633 10.5c.806 0 1.533-.446 2.031-1.08a9.041 9.041 0 012.861-2.4c.723-.384 1.35-.956 1.653-1.715a4.498 4.498 0 00.322-1.672V3a.75.75 0 01.75-.75A2.25 2.25 0 0116.5 4.5c0 1.152-.26 2.243-.723 3.218-.266.558.107 1.282.725 1.282h3.126c1.026 0 1.945.694 2.054 1.715.045.422.068.85.068 1.285a11.95 11.95 0 01-2.649 7.521c-.388.482-.987.729-1.605.729H13.48c-.483 0-.964-.078-1.423-.23l-3.114-1.04a4.501 4.501 0 00-1.423-.23H5.904M14.25 9h2.25M5.904 18.75c.083.205.173.405.27.602.197.4-.078.898-.523.898h-.908c-.889 0-1.713-.518-1.972-1.368a12 12 0 01-.521-3.507c0-1.553.295-3.036.831-4.398C3.387 10.203 4.167 9.75 5 9.75h1.053c.472 0 .745.556.5.96a8.958 8.958 0 00-1.302 4.665c0 1.194.232 2.333.654 3.375z\" \/><\/svg><\/button><div class=\"wp-like-post__count\"\">0<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>\u9019\u90e8\u5f71\u7247\u7531 Bilibili \u5275\u4f5c\u8005\u300c\u78bc\u91cc\u5967 Ziho\u300d\u88fd\u4f5c\uff0c\u6df1\u5165\u62c6\u89e3\u4e86 OpenClaw\uff08\u539f Clawdbo [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":659,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rolpb_likes":0,"footnotes":""},"categories":[592],"tags":[430,596,594,595,593],"class_list":["post-660","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-agent-bilibili","tag-ai-agent","tag-openclaw","tag-rag","tag-595","tag-593"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":7}},"_links":{"self":[{"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/posts\/660","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/comments?post=660"}],"version-history":[{"count":0,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/posts\/660\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/media\/659"}],"wp:attachment":[{"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/media?parent=660"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/categories?post=660"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/tags?post=660"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}