{"id":454,"date":"2026-06-26T15:15:09","date_gmt":"2026-06-26T07:15:09","guid":{"rendered":"http:\/\/www.longxiapro.com\/?p=454"},"modified":"2026-06-26T15:15:09","modified_gmt":"2026-06-26T07:15:09","slug":"renzhibihuandegongchenghuashijianreact-agent-dicengluojiyuquanchangjingluodelujing","status":"publish","type":"post","link":"https:\/\/www.longxiapro.com\/index.php\/454\/","title":{"rendered":"\u8ba4\u77e5\u95ed\u73af\u7684\u5de5\u7a0b\u5316\u5b9e\u8df5\uff1aReAct Agent \u5e95\u5c42\u903b\u8f91\u4e0e\u5168\u573a\u666f\u843d\u5730\u8def\u5f84"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\u4e00\u3001\u4ece\u63d0\u793a\u5de5\u7a0b\u5230\u4ee3\u7406\u5de5\u7a0b\uff1aAI \u5e94\u7528\u7684\u8303\u5f0f\u8dc3\u8fc1<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u8bed\u8a00\u6a21\u578b\u7684\u666e\u53ca\uff0c\u672c\u8d28\u4e0a\u662f\u4eba\u673a\u4ea4\u4e92\u6a21\u5f0f\u7684\u4e00\u6b21\u5347\u7ea7\u3002\u65e9\u671f\u843d\u5730\u7684\u6838\u5fc3\u624b\u6bb5\u662f\u63d0\u793a\u5de5\u7a0b\uff0c\u901a\u8fc7\u7ed3\u6784\u5316\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff0c\u5f15\u5bfc\u5927\u6a21\u578b\u5b8c\u6210\u5355\u8f6e\u6b21\u3001\u8fb9\u754c\u6e05\u6670\u7684\u7279\u5b9a\u4efb\u52a1\uff0c\u8986\u76d6\u5185\u5bb9\u751f\u6210\u3001\u903b\u8f91\u63a8\u7406\u3001\u4fe1\u606f\u5f52\u7eb3\u7b49\u7eaf\u6587\u672c\u573a\u666f\u3002\u4f46\u63d0\u793a\u5de5\u7a0b\u5929\u7136\u5b58\u5728\u8fb9\u754c \u2014\u2014 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class=\"wp-block-list\">\n<li><strong>\u76ee\u6807\u5c42\uff08Jobs\uff09<\/strong>\uff1a\u5b9a\u4e49\u4ee3\u7406\u9700\u8981\u5b8c\u6210\u7684\u6838\u5fc3\u5de5\u4f5c\u4e0e\u6700\u7ec8\u4e1a\u52a1\u76ee\u6807\uff0c\u53ef\u62c6\u89e3\u4e3a\u591a\u4e2a\u72ec\u7acb\u7684\u5b50\u4efb\u52a1\u5355\u5143\uff0c\u662f\u6240\u6709\u6267\u884c\u52a8\u4f5c\u7684\u51fa\u53d1\u70b9\u3002<\/li>\n\n\n\n<li><strong>\u52a8\u4f5c\u5c42\uff08Actions\uff09<\/strong>\uff1a\u4e3a\u8fbe\u6210\u76ee\u6807\uff0c\u4ee3\u7406\u53ef\u6267\u884c\u7684\u5177\u4f53\u64cd\u4f5c\u96c6\u5408\uff0c\u6bcf\u4e2a\u52a8\u4f5c\u90fd\u6709\u660e\u786e\u7684\u8f93\u5165\u8f93\u51fa\u3001\u9002\u7528\u573a\u666f\u4e0e\u5b8c\u6210\u5224\u5b9a\u6807\u51c6\u3002<\/li>\n\n\n\n<li><strong>\u80fd\u529b\u5c42\uff08Capabilities\uff09<\/strong>\uff1a\u652f\u6491\u52a8\u4f5c\u6267\u884c\u6240\u9700\u7684\u6838\u5fc3\u80fd\u529b\uff0c\u4ee5\u53ca\u6bcf\u9879\u80fd\u529b\u9700\u8fbe\u5230\u7684\u719f\u7ec3\u5ea6\u6307\u6807\uff0c\u662f\u6548\u679c\u8bc4\u4f30\u7684\u6838\u5fc3\u57fa\u51c6\u3002<\/li>\n\n\n\n<li><strong>\u6280\u672f\u5c42\uff08Technologies\uff09<\/strong>\uff1a\u5b9e\u73b0\u5bf9\u5e94\u80fd\u529b\u6240\u9700\u7684\u6280\u672f\u8f7d\u4f53\uff0c\u5305\u62ec\u5927\u6a21\u578b\u57fa\u5ea7\u3001\u5916\u90e8 API \u63a5\u53e3\u3001\u77e5\u8bc6\u5e93\u3001\u672c\u5730\u811a\u672c\u7b49\u3002<\/li>\n\n\n\n<li><strong>\u7f16\u6392\u5c42\uff08Orchestration\uff09<\/strong>\uff1a\u5c06\u4e0a\u8ff0\u8981\u7d20\u6574\u5408\u8c03\u5ea6\u7684\u6838\u5fc3\u673a\u5236\uff0c\u8d1f\u8d23\u63a7\u5236\u6267\u884c\u6d41\u7a0b\u3001\u5904\u7406\u5f02\u5e38\u5206\u652f\u3001\u534f\u8c03\u591a\u5de5\u5177\u4e0e\u591a\u4ee3\u7406\u534f\u4f5c\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e94\u5c42\u7ed3\u6784\u6784\u6210\u4e86\u4ee3\u7406\u5de5\u7a0b\u7684\u5b8c\u6574\u65b9\u6cd5\u8bba\u6846\u67b6\uff0c\u4e5f\u662f ReAct \u7b49\u667a\u80fd\u4f53\u6846\u67b6\u80fd\u591f\u4ece\u6982\u5ff5\u8d70\u5411\u751f\u4ea7\u843d\u5730\u7684\u7406\u8bba\u57fa\u7840\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e8c\u3001ReAct \u6846\u67b6\uff1aAgent \u81ea\u4e3b\u6267\u884c\u7684\u5e95\u5c42\u903b\u8f91<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">2.1 \u601d\u60f3\u94fe\u7684\u7a81\u7834\u4e0e\u56fa\u6709\u5c40\u9650<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 ReAct \u6846\u67b6\u8bde\u751f\u4e4b\u524d\uff0c\u601d\u60f3\u94fe\uff08Chain of Thought, CoT\uff09\u662f\u63d0\u5347\u5927\u6a21\u578b\u590d\u6742\u63a8\u7406\u80fd\u529b\u7684\u6838\u5fc3\u65b9\u6848\u3002\u5b83\u901a\u8fc7\u5f15\u5bfc\u6a21\u578b\u5c06\u590d\u6742\u95ee\u9898\u62c6\u89e3\u4e3a\u8fde\u7eed\u7684\u903b\u8f91\u6b65\u9aa4\uff0c\u6a21\u62df\u4eba\u7c7b\u5206\u6b65\u601d\u8003\u7684\u8fc7\u7a0b\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6570\u5b66\u8ba1\u7b97\u3001\u903b\u8f91\u5224\u65ad\u3001\u591a\u8f6e\u63a8\u7406\u7c7b\u4efb\u52a1\u7684\u51c6\u786e\u7387\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CoT \u7684\u6838\u5fc3\u4ef7\u503c\u4f53\u73b0\u5728\u4e24\u70b9\uff1a\u4e00\u662f<strong>\u95ee\u9898\u62c6\u89e3<\/strong>\uff0c\u628a\u590d\u6742\u4efb\u52a1\u62c6\u5206\u4e3a\u591a\u4e2a\u53ef\u72ec\u7acb\u6c42\u89e3\u7684\u5c0f\u5355\u5143\uff0c\u964d\u4f4e\u5355\u6b65\u63a8\u7406\u96be\u5ea6\uff1b\u4e8c\u662f<strong>\u987a\u5e8f\u63a8\u6f14<\/strong>\uff0c\u6bcf\u4e00\u6b65\u601d\u8003\u90fd\u57fa\u4e8e\u4e0a\u4e00\u6b65\u7684\u7ed3\u679c\u5c55\u5f00\uff0c\u5f62\u6210\u53ef\u8ffd\u6eaf\u7684\u903b\u8f91\u94fe\u8def\u3002\u4f46 CoT \u672c\u8d28\u4e0a\u4ecd\u662f \u201c\u95ed\u5377\u63a8\u7406\u201d\u2014\u2014 \u6240\u6709\u63a8\u6f14\u90fd\u4f9d\u8d56\u6a21\u578b\u8bad\u7ec3\u65f6\u5185\u5316\u7684\u53c2\u6570\u77e5\u8bc6\uff0c\u65e0\u6cd5\u83b7\u53d6\u5b9e\u65f6\u5916\u90e8\u4fe1\u606f\uff0c\u4e5f\u65e0\u6cd5\u5bf9\u4e2d\u95f4\u7ed3\u8bba\u8fdb\u884c\u4e8b\u5b9e\u9a8c\u8bc1\uff0c\u56e0\u6b64\u5e7b\u89c9\u95ee\u9898\u59cb\u7ec8\u65e0\u6cd5\u4ece\u6839\u672c\u4e0a\u89e3\u51b3\uff1a\u67d0\u4e00\u6b65\u7684\u9519\u8bef\u4f1a\u6cbf\u7740\u903b\u8f91\u94fe\u5411\u4e0b\u4f20\u9012\uff0c\u6700\u7ec8\u8f93\u51fa\u770b\u4f3c\u5408\u7406\u4f46\u4e0e\u4e8b\u5b9e\u4e0d\u7b26\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.2 ReAct \u95ed\u73af\uff1a\u63a8\u7406\u4e0e\u884c\u52a8\u7684\u53cc\u5411\u6821\u51c6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9488\u5bf9 CoT \u7684\u6838\u5fc3\u7f3a\u9677\uff0cReAct\uff08Reason + Act\uff09\u6846\u67b6\u5e94\u8fd0\u800c\u751f\u3002\u5176\u6838\u5fc3\u601d\u8def\u6e90\u81ea\u4eba\u7c7b\u7684\u884c\u4e3a\u6a21\u5f0f\uff1a\u4eba\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u65f6\uff0c\u6c38\u8fdc\u662f \u201c\u8fb9\u601d\u8003\u3001\u8fb9\u884c\u52a8\u3001\u8fb9\u9a8c\u8bc1\u201d\uff0c\u800c\u975e\u4e00\u6b21\u6027\u63a8\u6f14\u5b8c\u5168\u90e8\u8fc7\u7a0b\u3002ReAct \u5c06\u63a8\u7406\u80fd\u529b\u4e0e\u5916\u90e8\u884c\u52a8\u7ed3\u5408\uff0c\u901a\u8fc7 \u201c\u601d\u8003 &#8211; \u884c\u52a8 &#8211; \u89c2\u5bdf\u201d \u7684\u5faa\u73af\u8fed\u4ee3\uff0c\u5b9e\u73b0\u63a8\u7406\u903b\u8f91\u4e0e\u6267\u884c\u7ed3\u679c\u7684\u53cc\u5411\u6821\u51c6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u6807\u51c6\u7684 ReAct \u6267\u884c\u5faa\u73af\u5305\u542b\u56db\u4e2a\u6838\u5fc3\u73af\u8282\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u601d\u8003\uff08Thought\uff09<\/strong>\uff1a\u57fa\u4e8e\u5f53\u524d\u4efb\u52a1\u76ee\u6807\u4e0e\u5df2\u6709\u7684\u6267\u884c\u7ed3\u679c\uff0c\u5f00\u5c55\u903b\u8f91\u63a8\u7406\uff0c\u5224\u65ad\u4e0b\u4e00\u6b65\u52a8\u4f5c\u65b9\u5411\uff0c\u52a8\u6001\u8c03\u6574\u6267\u884c\u8ba1\u5212\u3002<\/li>\n\n\n\n<li><strong>\u884c\u52a8\uff08Action\uff09<\/strong>\uff1a\u8c03\u7528\u5bf9\u5e94\u5916\u90e8\u5de5\u5177\u6216\u6267\u884c\u5177\u4f53\u64cd\u4f5c\uff0c\u4e0e\u5916\u90e8\u73af\u5883\u8fdb\u884c\u5b9e\u65f6\u4ea4\u4e92\uff0c\u83b7\u53d6\u4fe1\u606f\u6216\u5b8c\u6210\u5b9e\u4f53\u64cd\u4f5c\u3002<\/li>\n\n\n\n<li><strong>\u89c2\u5bdf\uff08Observation\uff09<\/strong>\uff1a\u63a5\u6536\u884c\u52a8\u6267\u884c\u540e\u7684\u8fd4\u56de\u7ed3\u679c\uff0c\u5c06\u5176\u4f5c\u4e3a\u4e0b\u4e00\u6b65\u63a8\u7406\u7684\u8f93\u5165\u4f9d\u636e\uff0c\u5b8c\u6210\u4e00\u6b21\u4e8b\u5b9e\u6821\u9a8c\u3002<\/li>\n\n\n\n<li><strong>\u56de\u7b54\uff08Answer\uff09<\/strong>\uff1a\u5f53\u5224\u65ad\u4efb\u52a1\u76ee\u6807\u5df2\u8fbe\u6210\u65f6\uff0c\u6c47\u603b\u5168\u94fe\u8def\u6267\u884c\u7ed3\u679c\uff0c\u8f93\u51fa\u6700\u7ec8\u7ed3\u8bba\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0e\u7eaf\u5185\u90e8\u63a8\u7406\u7684 CoT \u76f8\u6bd4\uff0cReAct \u901a\u8fc7\u884c\u52a8\u73af\u8282\u6253\u901a\u4e86\u5927\u6a21\u578b\u4e0e\u5916\u90e8\u4e16\u754c\u7684\u8fde\u63a5\uff0c\u8ba9\u63a8\u7406\u4e0d\u518d\u4f9d\u8d56\u9759\u6001\u7684\u53c2\u6570\u77e5\u8bc6\uff0c\u53ef\u57fa\u4e8e\u5b9e\u65f6\u4fe1\u606f\u52a8\u6001\u8c03\u6574\u8def\u5f84\uff1b\u540c\u65f6\u89c2\u5bdf\u73af\u8282\u4e3a\u6bcf\u4e00\u6b65\u63a8\u7406\u63d0\u4f9b\u4e86\u4e8b\u5b9e\u9a8c\u8bc1\u7684\u4f9d\u636e\uff0c\u4ece\u673a\u5236\u4e0a\u6291\u5236\u4e86\u5e7b\u89c9 \u2014\u2014 \u5f53\u63a8\u7406\u7ed3\u8bba\u4e0e\u89c2\u5bdf\u7ed3\u679c\u4e0d\u7b26\u65f6\uff0c\u4ee3\u7406\u4f1a\u81ea\u52a8\u4fee\u6b63\u903b\u8f91\uff0c\u800c\u975e\u6cbf\u7740\u9519\u8bef\u65b9\u5411\u7ee7\u7eed\u63a8\u6f14\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u51fa\u884c\u89c4\u5212\u573a\u666f\u4e3a\u4f8b\uff1a\u7eaf CoT \u6a21\u5f0f\u4e0b\uff0c\u6a21\u578b\u53ea\u4f1a\u57fa\u4e8e\u5185\u7f6e\u77e5\u8bc6\u751f\u6210\u884c\u7a0b\u65b9\u6848\uff0c\u666f\u70b9\u5f00\u653e\u72b6\u6001\u3001\u673a\u7968\u4ef7\u683c\u3001\u9152\u5e97\u4f59\u623f\u90fd\u53ef\u80fd\u4e0e\u5b9e\u65f6\u60c5\u51b5\u8131\u8282\uff1b\u800c ReAct \u6a21\u5f0f\u4e0b\u7684\u4ee3\u7406\u4f1a\u5148\u68c0\u7d22\u6700\u65b0\u653b\u7565\u751f\u6210\u521d\u6b65\u884c\u7a0b\uff0c\u518d\u901a\u8fc7\u7968\u52a1\u63a5\u53e3\u67e5\u8be2\u5b9e\u65f6\u673a\u7968\u5e76\u5b8c\u6210\u9884\u8ba2\uff0c\u6700\u540e\u5339\u914d\u884c\u7a0b\u4e0e\u9884\u7b97\u5b8c\u6210\u9152\u5e97\u9884\u8ba2\uff0c\u6bcf\u4e00\u6b65\u90fd\u57fa\u4e8e\u771f\u5b9e\u7ed3\u679c\u63a8\u8fdb\uff0c\u8f93\u51fa\u7684\u65b9\u6848\u5177\u5907\u76f4\u63a5\u53ef\u6267\u884c\u6027\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.3 ReAct \u4e0e\u4ee3\u7406\u5de5\u7a0b\u7684\u5bf9\u5e94\u5173\u7cfb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ReAct \u5faa\u73af\u672c\u8d28\u4e0a\u662f\u4ee3\u7406\u5de5\u7a0b\u4e94\u5c42\u6a21\u578b\u4e2d \u201c\u7f16\u6392\u5c42\u201d \u7684\u6838\u5fc3\u5b9e\u73b0\u673a\u5236\uff0c\u5b83\u5b9a\u4e49\u4e86\u5355\u667a\u80fd\u4f53\u7684\u57fa\u7840\u6267\u884c\u6d41\u7a0b\u3002\u800c\u4ee3\u7406\u5de5\u7a0b\u5219\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u8fdb\u4e00\u6b65\u660e\u786e\u4e86\u4ee3\u7406\u7684\u89d2\u8272\u5b9a\u4f4d\u3001\u52a8\u4f5c\u8fb9\u754c\u3001\u80fd\u529b\u6807\u51c6\u4e0e\u6269\u5c55\u89c4\u5219\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5de5\u7a0b\u843d\u5730\u4e2d\uff0cReAct \u6846\u67b6\u5177\u5907\u6781\u5f3a\u7684\u573a\u666f\u9002\u914d\u6027\uff1a\u9762\u5bf9\u4e0d\u540c\u4e1a\u52a1\u9700\u6c42\uff0c\u4ec5\u9700\u8c03\u6574\u4e24\u4e2a\u6838\u5fc3\u8981\u7d20\u5373\u53ef\u5feb\u901f\u9002\u914d \u2014\u2014 \u4e00\u662f\u4ee3\u7406\u7684\u8eab\u4efd\u8bbe\u5b9a\uff0c\u901a\u8fc7\u7cfb\u7edf\u63d0\u793a\u8bcd\u5b9a\u4e49\u89d2\u8272\u3001\u76ee\u6807\u4e0e\u884c\u4e3a\u51c6\u5219\uff1b\u4e8c\u662f\u53ef\u7528\u5de5\u5177\u96c6\u5408\uff0c\u901a\u8fc7\u51fd\u6570\u8c03\u7528\uff08Function Calling\uff09\u5b9a\u4e49\u4ee3\u7406\u53ef\u8c03\u7528\u7684\u5916\u90e8\u80fd\u529b\u3002\u5176\u4f59\u5faa\u73af\u8c03\u5ea6\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u5f02\u5e38\u5904\u7406\u7b49\u901a\u7528\u903b\u8f91\uff0c\u90fd\u53ef\u901a\u8fc7\u6846\u67b6\u6807\u51c6\u5316\u5b9e\u73b0\uff0c\u8fd9\u4e5f\u662f\u4ee3\u7406\u5de5\u7a0b\u80fd\u591f\u89c4\u6a21\u5316\u843d\u5730\u7684\u6838\u5fc3\u524d\u63d0\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e09\u3001\u57fa\u4e8e OpenClaw \u6846\u67b6\u7684 ReAct Agent \u5de5\u7a0b\u5316\u843d\u5730\u65b9\u6848<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ReAct \u7684\u65b9\u6cd5\u8bba\u5df2\u5f97\u5230\u884c\u4e1a\u5e7f\u6cdb\u9a8c\u8bc1\uff0c\u4f46\u4ece\u6982\u5ff5\u6f14\u793a\u5230\u751f\u4ea7\u7ea7\u843d\u5730\uff0c\u4ecd\u9700\u8981\u5b8c\u6574\u7684\u5de5\u7a0b\u4f53\u7cfb\u652f\u6491\u3002OpenClaw \u4f5c\u4e3a\u9762\u5411\u751f\u4ea7\u73af\u5883\u7684\u667a\u80fd\u4f53\u5f00\u53d1\u6846\u67b6\uff0c\u63d0\u4f9b\u4e86\u4ece\u5de5\u5177\u5c01\u88c5\u3001\u8c03\u5ea6\u5f15\u64ce\u5230\u591a\u4ee3\u7406\u7f16\u6392\u7684\u5b8c\u6574\u6280\u672f\u6808\uff0c\u53ef\u6309\u7167\u6807\u51c6\u5316\u8def\u5f84\u5b9e\u73b0 ReAct Agent \u7684\u843d\u5730\u4e0e\u8fed\u4ee3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.1 \u4efb\u52a1\u5efa\u6a21\u9636\u6bb5\uff1a\u4e1a\u52a1\u9700\u6c42\u7684\u7ed3\u6784\u5316\u62c6\u89e3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u843d\u5730\u7684\u9996\u8981\u73af\u8282\u4e0d\u662f\u4ee3\u7801\u5f00\u53d1\uff0c\u800c\u662f\u5b8c\u6210\u4e1a\u52a1\u9700\u6c42\u7684\u4ee3\u7406\u5316\u62c6\u89e3\uff0c\u5bf9\u5e94\u4ee3\u7406\u5de5\u7a0b\u7684\u76ee\u6807\u5c42\u3001\u52a8\u4f5c\u5c42\u4e0e\u80fd\u529b\u5c42\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u76ee\u6807\u62c6\u89e3<\/strong>\uff1a\u5c06\u4e1a\u52a1\u603b\u76ee\u6807\u62c6\u89e3\u4e3a\u82e5\u5e72\u72ec\u7acb\u7684\u4efb\u52a1\u5355\u5143\uff0c\u660e\u786e\u6bcf\u4e2a\u5355\u5143\u7684\u8f93\u5165\u3001\u8f93\u51fa\u4e0e\u5b8c\u6210\u5224\u5b9a\u6807\u51c6\u3002\u4f8b\u5982 \u201c\u884c\u4e1a\u5e02\u573a\u5206\u6790\u201d \u53ef\u62c6\u89e3\u4e3a\u884c\u4e1a\u4fe1\u606f\u68c0\u7d22\u3001\u7ade\u54c1\u6570\u636e\u6536\u96c6\u3001\u5206\u6790\u62a5\u544a\u751f\u6210\u4e09\u4e2a\u6838\u5fc3\u4efb\u52a1\u3002<\/li>\n\n\n\n<li><strong>\u52a8\u4f5c\u6620\u5c04<\/strong>\uff1a\u4e3a\u6bcf\u4e2a\u4efb\u52a1\u5339\u914d\u5bf9\u5e94\u7684\u52a8\u4f5c\u6e05\u5355\uff0c\u6bcf\u4e2a\u52a8\u4f5c\u5bf9\u5e94\u4e00\u9879\u53ef\u8c03\u7528\u7684\u5177\u4f53\u80fd\u529b\u3002\u4f8b\u5982\u4fe1\u606f\u68c0\u7d22\u5bf9\u5e94\u901a\u7528\u641c\u7d22\u5f15\u64ce\u8c03\u7528\u3001\u884c\u4e1a\u6570\u636e\u5e93\u67e5\u8be2\u3001\u516c\u5f00\u8d22\u62a5\u89e3\u6790\u7b49\u52a8\u4f5c\u3002<\/li>\n\n\n\n<li><strong>\u80fd\u529b\u5b9a\u4e49<\/strong>\uff1a\u4e3a\u6bcf\u4e2a\u52a8\u4f5c\u8bbe\u5b9a\u719f\u7ec3\u5ea6\u6307\u6807\uff0c\u4f8b\u5982\u4fe1\u606f\u68c0\u7d22\u7684\u51c6\u786e\u7387\u3001\u6570\u636e\u63d0\u53d6\u7684\u5b8c\u6574\u5ea6\u3001\u62a5\u544a\u751f\u6210\u7684\u7ed3\u6784\u5316\u7a0b\u5ea6\uff0c\u4f5c\u4e3a\u540e\u7eed\u6548\u679c\u8bc4\u4f30\u7684\u91cf\u5316\u57fa\u51c6\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 OpenClaw \u4f53\u7cfb\u4e2d\uff0c\u4e0a\u8ff0\u62c6\u89e3\u53ef\u901a\u8fc7\u914d\u7f6e\u5316\u7684\u4efb\u52a1\u5b9a\u4e49\u6587\u4ef6\u5b8c\u6210\uff0c\u65e0\u9700\u786c\u7f16\u7801\u4e1a\u52a1\u903b\u8f91\uff0c\u652f\u6301\u9700\u6c42\u7684\u5feb\u901f\u8c03\u6574\u4e0e\u8fed\u4ee3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.2 \u5de5\u5177\u63a5\u5165\u9636\u6bb5\uff1a\u6807\u51c6\u5316\u7684\u5de5\u5177\u5c01\u88c5\u4e0e\u7ba1\u7406<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5de5\u5177\u662f ReAct \u4ee3\u7406\u4e0e\u5916\u90e8\u4e16\u754c\u4ea4\u4e92\u7684\u8f7d\u4f53\uff0c\u4e5f\u662f\u843d\u5730\u4e2d\u6700\u7410\u788e\u3001\u5bb9\u9519\u8981\u6c42\u6700\u9ad8\u7684\u73af\u8282\u3002OpenClaw \u63d0\u4f9b\u4e86\u7edf\u4e00\u7684\u5de5\u5177\u62bd\u8c61\u5c42\uff0c\u5b9e\u73b0\u5de5\u5177\u7684\u6807\u51c6\u5316\u63a5\u5165\u4e0e\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7edf\u4e00\u63a5\u53e3\u89c4\u8303<\/strong>\uff1a\u6240\u6709\u5916\u90e8\u80fd\u529b\uff08\u7b2c\u4e09\u65b9 API\u3001\u5185\u90e8\u6570\u636e\u5e93\u3001\u672c\u5730\u811a\u672c\u3001\u6587\u4ef6\u5904\u7406\u7b49\uff09\u90fd\u6309\u7167\u6807\u51c6\u683c\u5f0f\u5c01\u88c5\u4e3a\u7edf\u4e00\u7684\u51fd\u6570\u8c03\u7528\u63a5\u53e3\uff0c\u5305\u542b\u5de5\u5177\u540d\u79f0\u3001\u529f\u80fd\u63cf\u8ff0\u3001\u53c2\u6570\u5b9a\u4e49\u3001\u8fd4\u56de\u683c\u5f0f\u56db\u4e2a\u6838\u5fc3\u8981\u7d20\uff0c\u6a21\u578b\u53ef\u81ea\u52a8\u8bc6\u522b\u5e76\u8c03\u7528\uff0c\u65e0\u9700\u9488\u5bf9\u6bcf\u4e2a\u5de5\u5177\u5355\u72ec\u9002\u914d\u63d0\u793a\u8bcd\u3002<\/li>\n\n\n\n<li><strong>\u5bb9\u9519\u4e0e\u964d\u7ea7\u673a\u5236<\/strong>\uff1a\u5185\u7f6e\u63a5\u53e3\u8d85\u65f6\u3001\u53c2\u6570\u9519\u8bef\u3001\u8fd4\u56de\u5f02\u5e38\u7b49\u573a\u666f\u7684\u81ea\u52a8\u5904\u7406\u903b\u8f91\uff0c\u652f\u6301\u81ea\u5b9a\u4e49\u91cd\u8bd5\u6b21\u6570\u3001\u5907\u9009\u5de5\u5177\u5207\u6362\u4e0e\u964d\u7ea7\u7b56\u7565\uff0c\u907f\u514d\u5355\u70b9\u5de5\u5177\u6545\u969c\u5bfc\u81f4\u6574\u4e2a\u6267\u884c\u94fe\u8def\u4e2d\u65ad\u3002<\/li>\n\n\n\n<li><strong>\u6743\u9650\u4e0e\u5b89\u5168\u7ba1\u63a7<\/strong>\uff1a\u652f\u6301\u6309\u4ee3\u7406\u89d2\u8272\u914d\u7f6e\u5de5\u5177\u8c03\u7528\u6743\u9650\uff0c\u5bf9\u654f\u611f\u64cd\u4f5c\u8bbe\u7f6e\u4eba\u5de5\u5ba1\u6838\u8282\u70b9\uff0c\u7559\u5b58\u5b8c\u6574\u7684\u64cd\u4f5c\u65e5\u5fd7\uff0c\u4fdd\u969c\u751f\u4ea7\u73af\u5883\u7684\u6570\u636e\u5b89\u5168\u4e0e\u64cd\u4f5c\u5408\u89c4\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3.3 \u5f15\u64ce\u5b9e\u73b0\u9636\u6bb5\uff1aReAct \u95ed\u73af\u7684\u751f\u4ea7\u7ea7\u8c03\u5ea6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6838\u5fc3\u7684 ReAct \u5faa\u73af\u8c03\u5ea6\u7531\u6846\u67b6\u8c03\u5ea6\u5f15\u64ce\u7edf\u4e00\u5b9e\u73b0\uff0c\u5f00\u53d1\u8005\u65e0\u9700\u81ea\u884c\u7f16\u5199\u5faa\u73af\u903b\u8f91\uff0c\u4ec5\u9700\u914d\u7f6e\u5bf9\u5e94\u53c2\u6570\u5373\u53ef\u5feb\u901f\u642d\u5efa\u6267\u884c\u94fe\u8def\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u72b6\u6001\u673a\u9a71\u52a8\u6267\u884c<\/strong>\uff1a\u5c06\u601d\u8003\u3001\u884c\u52a8\u3001\u89c2\u5bdf\u3001\u56de\u7b54\u56db\u4e2a\u73af\u8282\u62bd\u8c61\u4e3a\u72b6\u6001\u8282\u70b9\uff0c\u901a\u8fc7\u72b6\u6001\u673a\u63a7\u5236\u6d41\u7a0b\u6d41\u8f6c\uff0c\u652f\u6301\u65ad\u70b9\u7eed\u8dd1\u4e0e\u72b6\u6001\u56de\u6eaf\uff0c\u4fbf\u4e8e\u95ee\u9898\u6392\u67e5\u4e0e\u5168\u6d41\u7a0b\u5ba1\u8ba1\u3002<\/li>\n\n\n\n<li><strong>\u4e0a\u4e0b\u6587\u667a\u80fd\u7ba1\u7406<\/strong>\uff1a\u81ea\u52a8\u7ef4\u62a4\u6267\u884c\u8fc7\u7a0b\u4e2d\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u652f\u6301\u7a97\u53e3\u622a\u65ad\u3001\u91cd\u8981\u4fe1\u606f\u7f6e\u9876\u3001\u5386\u53f2\u8bb0\u5fc6\u6458\u8981\u7b49\u4f18\u5316\u7b56\u7565\uff0c\u5728\u6709\u9650\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u5185\u4fdd\u7559\u5173\u952e\u6267\u884c\u4fe1\u606f\uff0c\u907f\u514d\u957f\u94fe\u8def\u4efb\u52a1\u51fa\u73b0\u4fe1\u606f\u4e22\u5931\u3002<\/li>\n\n\n\n<li><strong>\u5f02\u5e38\u5206\u652f\u5904\u7406<\/strong>\uff1a\u5185\u7f6e\u591a\u79cd\u5f02\u5e38\u573a\u666f\u7684\u5904\u7406\u7b56\u7565\uff0c\u4f8b\u5982\u5de5\u5177\u591a\u6b21\u8c03\u7528\u5931\u8d25\u65f6\u81ea\u52a8\u5207\u6362\u5907\u9009\u65b9\u6848\u3001\u63a8\u7406\u51fa\u73b0\u903b\u8f91\u5faa\u73af\u65f6\u81ea\u52a8\u7ec8\u6b62\u5e76\u8f93\u51fa\u4e2d\u95f4\u7ed3\u679c\u3001\u5173\u952e\u4fe1\u606f\u7f3a\u5931\u65f6\u4e3b\u52a8\u5411\u7528\u6237\u8be2\u95ee\u8865\u5145\uff0c\u4fdd\u969c\u6267\u884c\u94fe\u8def\u7684\u7a33\u5b9a\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3.4 \u6269\u5c55\u7f16\u6392\u9636\u6bb5\uff1a\u591a Agent \u534f\u540c\u4e0e\u6d41\u7a0b\u7f16\u6392<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u590d\u6742\u4e1a\u52a1\u573a\u666f\uff0c\u5355 Agent \u96be\u4ee5\u8986\u76d6\u5168\u6d41\u7a0b\uff0cOpenClaw \u652f\u6301\u591a Agent \u534f\u540c\u7f16\u6392\uff0c\u5b9e\u73b0\u590d\u6742\u4efb\u52a1\u7684\u5206\u5e03\u5f0f\u6267\u884c\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u89d2\u8272\u5316\u5206\u5de5\u4f53\u7cfb<\/strong>\uff1a\u53ef\u5b9a\u4e49\u4e0d\u540c\u804c\u8d23\u7684\u5b50\u4ee3\u7406\uff0c\u4f8b\u5982\u4fe1\u606f\u68c0\u7d22\u4ee3\u7406\u3001\u6570\u636e\u5904\u7406\u4ee3\u7406\u3001\u62a5\u544a\u751f\u6210\u4ee3\u7406\uff0c\u6bcf\u4e2a\u4ee3\u7406\u4e13\u6ce8\u4e8e\u5355\u4e00\u9886\u57df\uff0c\u63d0\u5347\u4e13\u4e1a\u5ea6\u4e0e\u6267\u884c\u6548\u7387\u3002<\/li>\n\n\n\n<li><strong>\u4efb\u52a1\u5206\u53d1\u673a\u5236<\/strong>\uff1a\u7531\u4e3b\u63a7\u4ee3\u7406\u8d1f\u8d23\u603b\u4efb\u52a1\u62c6\u89e3\u4e0e\u5206\u53d1\uff0c\u5c06\u5b50\u4efb\u52a1\u5206\u914d\u7ed9\u5bf9\u5e94\u9886\u57df\u7684\u5b50\u4ee3\u7406\uff0c\u6c47\u603b\u5404\u4ee3\u7406\u7684\u6267\u884c\u7ed3\u679c\u540e\u8f93\u51fa\u6700\u7ec8\u7ed3\u8bba\u3002<\/li>\n\n\n\n<li><strong>\u6d41\u6c34\u7ebf\u5f0f\u6267\u884c<\/strong>\uff1a\u652f\u6301\u5c06\u591a\u4e2a\u4ee3\u7406\u7684\u6267\u884c\u52a8\u4f5c\u4e32\u8054\u4e3a\u6807\u51c6\u5316\u6d41\u6c34\u7ebf\uff0c\u524d\u4e00\u4e2a\u4ee3\u7406\u7684\u8f93\u51fa\u4f5c\u4e3a\u540e\u4e00\u4e2a\u4ee3\u7406\u7684\u8f93\u5165\uff0c\u5b9e\u73b0\u590d\u6742\u4e1a\u52a1\u6d41\u7a0b\u7684\u81ea\u52a8\u5316\u8dd1\u901a\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3.5 \u8fed\u4ee3\u4f18\u5316\u9636\u6bb5\uff1a\u6548\u679c\u8bc4\u4f30\u4e0e\u6301\u7eed\u8fed\u4ee3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u7406\u843d\u5730\u4e0d\u662f\u4e00\u6b21\u6027\u4ea4\u4ed8\uff0c\u800c\u662f\u9700\u8981\u6301\u7eed\u8fed\u4ee3\u4f18\u5316\u7684\u957f\u671f\u8fc7\u7a0b\u3002OpenClaw \u5185\u7f6e\u4e86\u6548\u679c\u8bc4\u4f30\u4e0e\u53cd\u9988\u673a\u5236\uff0c\u652f\u6491\u4ee3\u7406\u80fd\u529b\u7684\u6301\u7eed\u63d0\u5347\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u91cf\u5316\u6307\u6807\u4f53\u7cfb<\/strong>\uff1a\u81ea\u52a8\u7edf\u8ba1\u6267\u884c\u6210\u529f\u7387\u3001\u6b65\u9aa4\u51c6\u786e\u7387\u3001\u5de5\u5177\u8c03\u7528\u6709\u6548\u7387\u3001\u4efb\u52a1\u5b8c\u6210\u65f6\u957f\u7b49\u6838\u5fc3\u6307\u6807\uff0c\u76f4\u89c2\u5448\u73b0\u4ee3\u7406\u8fd0\u884c\u6548\u679c\u3002<\/li>\n\n\n\n<li><strong>\u4eba\u5de5\u53cd\u9988\u901a\u9053<\/strong>\uff1a\u652f\u6301\u4eba\u5de5\u5bf9\u6267\u884c\u7ed3\u679c\u8fdb\u884c\u6807\u6ce8\u4e0e\u53cd\u9988\uff0c\u53cd\u9988\u6570\u636e\u53ef\u7528\u4e8e\u4f18\u5316\u63d0\u793a\u8bcd\u3001\u8865\u5145\u77e5\u8bc6\u5e93\u3001\u8c03\u6574\u5de5\u5177\u903b\u8f91\u3002<\/li>\n\n\n\n<li><strong>\u77e5\u8bc6\u5e93\u6301\u7eed\u8fd0\u8425<\/strong>\uff1a\u652f\u6301\u5c06\u9ad8\u9891\u95ee\u9898\u3001\u901a\u7528\u77e5\u8bc6\u3001\u4e1a\u52a1\u89c4\u5219\u6c89\u6dc0\u5230\u4ee3\u7406\u77e5\u8bc6\u5e93\u4e2d\uff0c\u51cf\u5c11\u91cd\u590d\u5de5\u5177\u8c03\u7528\uff0c\u63d0\u5347\u6267\u884c\u6548\u7387\u4e0e\u51c6\u786e\u7387\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u56db\u3001\u591a\u65b9\u5411 AI \u667a\u80fd\u4f53\u7684\u901a\u7528\u843d\u5730\u89e3\u51b3\u65b9\u6848<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ReAct \u4e0e\u4ee3\u7406\u5de5\u7a0b\u7684\u601d\u8def\uff0c\u4e0d\u4ec5\u9002\u7528\u4e8e\u901a\u7528\u4fe1\u606f\u5904\u7406\u573a\u666f\uff0c\u4e5f\u53ef\u5ef6\u4f38\u5230\u591a\u4e2a AI \u667a\u80fd\u65b9\u5411\uff0c\u5f62\u6210\u53ef\u590d\u7528\u7684\u843d\u5730\u65b9\u6cd5\u8bba\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.1 \u5782\u7c7b\u884c\u4e1a Agent\uff1a\u9886\u57df\u6df1\u5ea6\u878d\u5408\u843d\u5730\u8def\u5f84<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u884c\u4e1a Agent \u7684\u6838\u5fc3\u75db\u70b9\u662f\u901a\u7528\u5927\u6a21\u578b\u7f3a\u4e4f\u9886\u57df\u4e13\u4e1a\u77e5\u8bc6\uff0c\u4e14\u96be\u4ee5\u4e0e\u73b0\u6709\u4e1a\u52a1\u7cfb\u7edf\u6253\u901a\u3002\u5176\u843d\u5730\u53ef\u9075\u5faa \u201c\u77e5\u8bc6\u6ce8\u5165 &#8211; \u7cfb\u7edf\u6253\u901a &#8211; \u573a\u666f\u9a8c\u8bc1\u201d \u7684\u4e09\u6b65\u8d70\u8def\u5f84\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u6b65\uff0c\u6784\u5efa\u9886\u57df\u77e5\u8bc6\u4f53\u7cfb\u3002\u68b3\u7406\u884c\u4e1a\u5185\u7684\u4e13\u4e1a\u77e5\u8bc6\u3001\u4e1a\u52a1\u89c4\u5219\u3001\u653f\u7b56\u6587\u4ef6\uff0c\u642d\u5efa\u7ed3\u6784\u5316\u7684\u9886\u57df\u77e5\u8bc6\u5e93\uff0c\u901a\u8fc7\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u6ce8\u5165\u5927\u6a21\u578b\uff0c\u89e3\u51b3\u4e13\u4e1a\u77e5\u8bc6\u4e0d\u8db3\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u6b65\uff0c\u6df1\u5ea6\u5bf9\u63a5\u4e1a\u52a1\u7cfb\u7edf\u3002\u5c06\u884c\u4e1a\u5185\u7684\u4e1a\u52a1\u7cfb\u7edf\u3001\u6570\u636e\u5e93\u3001\u529e\u516c\u5de5\u5177\u5c01\u88c5\u4e3a\u4ee3\u7406\u53ef\u8c03\u7528\u7684\u5de5\u5177\u96c6\uff0c\u8ba9\u4ee3\u7406\u53ef\u4ee5\u76f4\u63a5\u64cd\u4f5c\u4e1a\u52a1\u6570\u636e\u3001\u6267\u884c\u4e1a\u52a1\u6d41\u7a0b\uff0c\u800c\u975e\u4ec5\u751f\u6210\u6587\u672c\u7ed3\u8bba\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\u6b65\uff0c\u573a\u666f\u5316\u7070\u5ea6\u843d\u5730\u3002\u4ece\u9ad8\u9891\u3001\u4f4e\u98ce\u9669\u7684\u573a\u666f\u5207\u5165\uff0c\u4f8b\u5982\u653f\u52a1\u54a8\u8be2\u3001\u91d1\u878d\u5ba2\u670d\u3001\u533b\u7597\u5bfc\u8bca\u7b49\uff0c\u5c0f\u8303\u56f4\u7070\u5ea6\u6d4b\u8bd5\uff0c\u6301\u7eed\u6536\u96c6\u53cd\u9988\u4f18\u5316\uff0c\u9010\u6b65\u6269\u5927\u5e94\u7528\u8303\u56f4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.2 \u591a\u6a21\u6001 Agent\uff1a\u8de8\u611f\u77e5\u6267\u884c\u4e00\u4f53\u5316\u843d\u5730<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u591a\u6a21\u6001 Agent \u5177\u5907\u56fe\u50cf\u3001\u97f3\u9891\u3001\u89c6\u9891\u7b49\u591a\u6a21\u6001\u4fe1\u606f\u7684\u7406\u89e3\u4e0e\u751f\u6210\u80fd\u529b\uff0c\u843d\u5730\u6838\u5fc3\u662f\u5b9e\u73b0 \u201c\u7edf\u4e00\u8bed\u4e49\u4e0b\u7684\u8de8\u6a21\u6001\u534f\u540c\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u662f\u7edf\u4e00\u8bed\u4e49\u5bf9\u9f50\u3002\u901a\u8fc7\u591a\u6a21\u6001\u5927\u6a21\u578b\u5c06\u4e0d\u540c\u6a21\u6001\u7684\u8f93\u5165\u7edf\u4e00\u8f6c\u5316\u4e3a\u8bed\u4e49\u5411\u91cf\uff0c\u8ba9\u4ee3\u7406\u53ef\u4ee5\u7528\u540c\u4e00\u5957\u63a8\u7406\u903b\u8f91\u5904\u7406\u6587\u672c\u3001\u56fe\u7247\u3001\u97f3\u9891\u7b49\u4e0d\u540c\u5f62\u5f0f\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e8c\u662f\u591a\u6a21\u6001\u5de5\u5177\u96c6\u5c01\u88c5\u3002\u5c06\u6587\u5b57\u8bc6\u522b\u3001\u56fe\u50cf\u751f\u6210\u3001\u8bed\u97f3\u8f6c\u5199\u3001\u89c6\u9891\u89e3\u6790\u7b49\u591a\u6a21\u6001\u80fd\u529b\u5c01\u88c5\u4e3a\u6807\u51c6\u5de5\u5177\uff0c\u63a5\u5165 ReAct \u6267\u884c\u5faa\u73af\uff0c\u652f\u6301\u6839\u636e\u63a8\u7406\u7ed3\u679c\u52a8\u6001\u8c03\u7528\u5bf9\u5e94\u6a21\u6001\u7684\u5de5\u5177\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e09\u662f\u7aef\u5230\u7aef\u573a\u666f\u9002\u914d\u3002\u9488\u5bf9\u5177\u4f53\u573a\u666f\u4f18\u5316\u8f93\u5165\u8f93\u51fa\u6d41\u7a0b\uff0c\u4f8b\u5982\u5de5\u4e1a\u5de1\u68c0\u573a\u666f\u4e0b\uff0c\u4ee3\u7406\u53ef\u76f4\u63a5\u63a5\u6536\u8bbe\u5907\u56fe\u7247\uff0c\u8bc6\u522b\u6545\u969c\u540e\u751f\u6210\u7ef4\u4fee\u5efa\u8bae\uff0c\u5168\u7a0b\u65e0\u9700\u4eba\u5de5\u8fdb\u884c\u6a21\u6001\u8f6c\u6362\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.3 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