{"id":21477,"date":"2025-02-19T16:53:19","date_gmt":"2025-02-19T08:53:19","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=21477"},"modified":"2025-02-19T16:53:19","modified_gmt":"2025-02-19T08:53:19","slug":"weiruan-ai-agent-rua-5","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/weiruan-ai-agent-rua-5\/","title":{"rendered":"\u5fae\u8f6f AI Agent \u5165\u95e8\u8bfe\u7a0b\uff1aAgentic RAG"},"content":{"rendered":"<p>\u672c\u8bfe\u7a0b\u5168\u9762\u6982\u8ff0\u4e86 Agentic Retrieval-Augmented Generation (Agentic <a href=\"https:\/\/www.kdjingpai.com\/de\/rag\/\">RAG<\/a>)\uff0c\u8fd9\u662f\u4e00\u79cd\u65b0\u5174\u7684 AI \u8303\u5f0f\uff0c\u5176\u4e2d\u5927\u8bed\u8a00\u6a21\u578b (LLMs) \u5728\u4ece\u5916\u90e8\u6765\u6e90\u83b7\u53d6\u4fe1\u606f\u7684\u540c\u65f6\uff0c\u81ea\u4e3b\u89c4\u5212\u5176\u4e0b\u4e00\u6b65\u884c\u52a8\u3002\u4e0e\u9759\u6001\u7684\u201c\u68c0\u7d22-\u7136\u540e-\u9605\u8bfb\u201d\u6a21\u5f0f\u4e0d\u540c\uff0cAgentic RAG \u6d89\u53ca\u5bf9 LLM \u7684\u8fed\u4ee3\u8c03\u7528\uff0c\u7a7f\u63d2\u7740\u5de5\u5177\u6216\u51fd\u6570\u8c03\u7528\u4ee5\u53ca\u7ed3\u6784\u5316\u8f93\u51fa\u3002\u7cfb\u7edf\u4f1a\u8bc4\u4f30\u7ed3\u679c\u3001\u4f18\u5316\u67e5\u8be2\u3001\u5728\u9700\u8981\u65f6\u8c03\u7528\u5176\u4ed6\u5de5\u5177\uff0c\u5e76\u6301\u7eed\u6b64\u5faa\u73af\uff0c\u76f4\u5230\u83b7\u5f97\u6ee1\u610f\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<h2>\u7b80\u4ecb<\/h2>\n<p>\u672c\u8bfe\u7a0b\u5c06\u6db5\u76d6\u4ee5\u4e0b\u5185\u5bb9\uff1a<\/p>\n<ul>\n<li><strong>\u7406\u89e3 Agentic RAG:<\/strong>\u00a0\u4e86\u89e3 AI \u9886\u57df\u7684\u65b0\u5174\u8303\u5f0f\uff0c\u5176\u4e2d\u5927\u8bed\u8a00\u6a21\u578b (LLMs) \u5728\u4ece\u5916\u90e8\u6570\u636e\u6e90\u63d0\u53d6\u4fe1\u606f\u7684\u540c\u65f6\uff0c\u81ea\u4e3b\u89c4\u5212\u5176\u4e0b\u4e00\u6b65\u884c\u52a8\u3002<\/li>\n<li><strong>\u638c\u63e1\u8fed\u4ee3\u7684\u201c\u5236\u9020\u8005-\u68c0\u67e5\u8005\u201d\u6a21\u5f0f:<\/strong>\u00a0\u7406\u89e3\u8fed\u4ee3\u8c03\u7528 LLM \u7684\u5faa\u73af\uff0c\u7a7f\u63d2\u7740\u5de5\u5177\u6216\u51fd\u6570\u8c03\u7528\u4ee5\u53ca\u7ed3\u6784\u5316\u8f93\u51fa\uff0c\u65e8\u5728\u63d0\u9ad8\u6b63\u786e\u6027\u5e76\u5904\u7406\u683c\u5f0f\u9519\u8bef\u7684\u67e5\u8be2\u3002<\/li>\n<li><strong>\u63a2\u7d22\u5b9e\u9645\u5e94\u7528:<\/strong>\u00a0\u786e\u5b9a Agentic RAG \u5927\u653e\u5f02\u5f69\u7684\u573a\u666f\uff0c\u4f8b\u5982\u201c\u6b63\u786e\u6027\u4f18\u5148\u201d\u7684\u73af\u5883\u3001\u590d\u6742\u7684\u6570\u636e\u5e93\u4ea4\u4e92\u548c\u6269\u5c55\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5b66\u4e60\u76ee\u6807<\/h2>\n<p>\u5b8c\u6210\u672c\u8bfe\u7a0b\u540e\uff0c\u4f60\u5c06\u4e86\u89e3\u5982\u4f55\/\u7406\u89e3\uff1a<\/p>\n<ul>\n<li><strong>\u7406\u89e3 Agentic RAG:<\/strong>\u00a0\u4e86\u89e3 AI \u9886\u57df\u7684\u65b0\u5174\u8303\u5f0f\uff0c\u5176\u4e2d\u5927\u8bed\u8a00\u6a21\u578b (LLMs) \u5728\u4ece\u5916\u90e8\u6570\u636e\u6e90\u63d0\u53d6\u4fe1\u606f\u7684\u540c\u65f6\uff0c\u81ea\u4e3b\u89c4\u5212\u5176\u4e0b\u4e00\u6b65\u884c\u52a8\u3002<\/li>\n<li><strong>\u8fed\u4ee3\u7684\u201c\u5236\u9020\u8005-\u68c0\u67e5\u8005\u201d\u6a21\u5f0f:<\/strong>\u00a0\u638c\u63e1\u8fed\u4ee3\u8c03\u7528 LLM \u7684\u5faa\u73af\u7684\u6982\u5ff5\uff0c\u7a7f\u63d2\u7740\u5de5\u5177\u6216\u51fd\u6570\u8c03\u7528\u4ee5\u53ca\u7ed3\u6784\u5316\u8f93\u51fa\uff0c\u65e8\u5728\u63d0\u9ad8\u6b63\u786e\u6027\u5e76\u5904\u7406\u683c\u5f0f\u9519\u8bef\u7684\u67e5\u8be2\u3002<\/li>\n<li><strong>\u62e5\u6709\u63a8\u7406\u8fc7\u7a0b:<\/strong>\u00a0\u7406\u89e3\u7cfb\u7edf\u62e5\u6709\u5176\u63a8\u7406\u8fc7\u7a0b\u7684\u80fd\u529b\uff0c\u51b3\u5b9a\u5982\u4f55\u5904\u7406\u95ee\u9898\uff0c\u800c\u4e0d\u4f9d\u8d56\u4e8e\u9884\u5b9a\u4e49\u7684\u8def\u5f84\u3002<\/li>\n<li><strong>\u5de5\u4f5c\u6d41\u7a0b:<\/strong>\u00a0\u4e86\u89e3 Agentic \u6a21\u578b\u5982\u4f55\u72ec\u7acb\u51b3\u5b9a\u68c0\u7d22\u5e02\u573a\u8d8b\u52bf\u62a5\u544a\u3001\u8bc6\u522b\u7ade\u4e89\u5bf9\u624b\u6570\u636e\u3001\u5173\u8054\u5185\u90e8\u9500\u552e\u6307\u6807\u3001\u7efc\u5408\u5206\u6790\u7ed3\u679c\u5e76\u8bc4\u4f30\u7b56\u7565\u3002<\/li>\n<li><strong>\u8fed\u4ee3\u5faa\u73af\u3001\u5de5\u5177\u96c6\u6210\u548c\u8bb0\u5fc6:<\/strong>\u00a0\u4e86\u89e3\u7cfb\u7edf\u5982\u4f55\u4f9d\u8d56\u5faa\u73af\u4ea4\u4e92\u6a21\u5f0f\uff0c\u5728\u5404\u4e2a\u6b65\u9aa4\u4e2d\u4fdd\u6301\u72b6\u6001\u548c\u8bb0\u5fc6\uff0c\u4ee5\u907f\u514d\u91cd\u590d\u5faa\u73af\u5e76\u505a\u51fa\u660e\u667a\u7684\u51b3\u7b56\u3002<\/li>\n<li><strong>\u5904\u7406\u5931\u8d25\u6a21\u5f0f\u548c\u81ea\u6211\u7ea0\u6b63:<\/strong>\u00a0\u63a2\u7d22\u7cfb\u7edf\u5f3a\u5927\u7684\u81ea\u6211\u7ea0\u6b63\u673a\u5236\uff0c\u5305\u62ec\u8fed\u4ee3\u548c\u91cd\u65b0\u67e5\u8be2\u3001\u4f7f\u7528\u8bca\u65ad\u5de5\u5177\u4ee5\u53ca\u4f9d\u9760\u4eba\u5de5\u76d1\u7763\u3002<\/li>\n<li><strong>Agent \u7684\u8fb9\u754c:<\/strong>\u00a0\u4e86\u89e3 Agentic RAG \u7684\u5c40\u9650\u6027\uff0c\u91cd\u70b9\u5173\u6ce8\u7279\u5b9a\u9886\u57df\u7684\u81ea\u4e3b\u6027\u3001\u57fa\u7840\u8bbe\u65bd\u4f9d\u8d56\u6027\u548c\u5bf9\u62a4\u680f\u7684\u5c0a\u91cd\u3002<\/li>\n<li><strong>\u5b9e\u9645\u7528\u4f8b\u548c\u4ef7\u503c:<\/strong>\u00a0\u786e\u5b9a Agentic RAG \u5927\u653e\u5f02\u5f69\u7684\u573a\u666f\uff0c\u4f8b\u5982\u201c\u6b63\u786e\u6027\u4f18\u5148\u201d\u7684\u73af\u5883\u3001\u590d\u6742\u7684\u6570\u636e\u5e93\u4ea4\u4e92\u548c\u6269\u5c55\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002<\/li>\n<li><strong>\u6cbb\u7406\u3001\u900f\u660e\u5ea6\u548c\u4fe1\u4efb:<\/strong>\u00a0\u4e86\u89e3\u6cbb\u7406\u548c\u900f\u660e\u5ea6\u7684\u91cd\u8981\u6027\uff0c\u5305\u62ec\u53ef\u89e3\u91ca\u7684\u63a8\u7406\u3001\u504f\u5dee\u63a7\u5236\u548c\u4eba\u5de5\u76d1\u7763\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4ec0\u4e48\u662f Agentic RAG?<\/h2>\n<p>Agentic Retrieval-Augmented Generation (Agentic RAG) \u662f\u4e00\u79cd\u65b0\u5174\u7684 AI \u8303\u5f0f\uff0c\u5176\u4e2d\u5927\u8bed\u8a00\u6a21\u578b (LLMs) \u5728\u4ece\u5916\u90e8\u6765\u6e90\u63d0\u53d6\u4fe1\u606f\u7684\u540c\u65f6\uff0c\u81ea\u4e3b\u89c4\u5212\u5176\u4e0b\u4e00\u6b65\u884c\u52a8\u3002\u4e0e\u9759\u6001\u7684\u201c\u68c0\u7d22-\u7136\u540e-\u9605\u8bfb\u201d\u6a21\u5f0f\u4e0d\u540c\uff0cAgentic RAG \u6d89\u53ca\u5bf9 LLM \u7684\u8fed\u4ee3\u8c03\u7528\uff0c\u7a7f\u63d2\u7740\u5de5\u5177\u6216\u51fd\u6570\u8c03\u7528\u4ee5\u53ca\u7ed3\u6784\u5316\u8f93\u51fa\u3002\u7cfb\u7edf\u4f1a\u8bc4\u4f30\u7ed3\u679c\u3001\u4f18\u5316\u67e5\u8be2\u3001\u5728\u9700\u8981\u65f6\u8c03\u7528\u5176\u4ed6\u5de5\u5177\uff0c\u5e76\u6301\u7eed\u6b64\u5faa\u73af\uff0c\u76f4\u5230\u83b7\u5f97\u6ee1\u610f\u7684\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u79cd\u8fed\u4ee3\u7684\u201c\u5236\u9020\u8005-\u68c0\u67e5\u8005\u201d\u6a21\u5f0f\u53ef\u4ee5\u63d0\u9ad8\u6b63\u786e\u6027\u3001\u5904\u7406\u683c\u5f0f\u9519\u8bef\u7684\u67e5\u8be2\u5e76\u786e\u4fdd\u9ad8\u8d28\u91cf\u7684\u7ed3\u679c\u3002<\/p>\n<p>\u7cfb\u7edf\u4e3b\u52a8\u62e5\u6709\u5176\u63a8\u7406\u8fc7\u7a0b\uff0c\u91cd\u5199\u5931\u8d25\u7684\u67e5\u8be2\uff0c\u9009\u62e9\u4e0d\u540c\u7684\u68c0\u7d22\u65b9\u6cd5\uff0c\u5e76\u96c6\u6210\u591a\u4e2a\u5de5\u5177\uff08\u4f8b\u5982 Azure AI Search \u4e2d\u7684\u5411\u91cf\u641c\u7d22\u3001SQL \u6570\u636e\u5e93\u6216\u81ea\u5b9a\u4e49 API\uff09\uff0c\u7136\u540e\u6700\u7ec8\u786e\u5b9a\u5176\u7b54\u6848\u3002Agentic \u7cfb\u7edf\u7684\u663e\u8457\u7279\u70b9\u662f\u5b83\u80fd\u591f\u62e5\u6709\u81ea\u5df1\u7684\u63a8\u7406\u8fc7\u7a0b\u3002\u4f20\u7edf\u7684 RAG \u5b9e\u73b0\u4f9d\u8d56\u4e8e\u9884\u5b9a\u4e49\u7684\u8def\u5f84\uff0c\u4f46 Agentic \u7cfb\u7edf\u4f1a\u6839\u636e\u5176\u627e\u5230\u7684\u4fe1\u606f\u8d28\u91cf\u81ea\u4e3b\u786e\u5b9a\u6b65\u9aa4\u7684\u987a\u5e8f\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5b9a\u4e49 Agentic Retrieval-Augmented Generation (Agentic RAG)<\/h2>\n<p>Agentic Retrieval-Augmented Generation (Agentic RAG) \u662f AI \u5f00\u53d1\u4e2d\u7684\u4e00\u79cd\u65b0\u5174\u8303\u5f0f\uff0c\u5176\u4e2d LLMs \u4e0d\u4ec5\u4ece\u5916\u90e8\u6570\u636e\u6e90\u63d0\u53d6\u4fe1\u606f\uff0c\u8fd8\u81ea\u4e3b\u89c4\u5212\u5176\u4e0b\u4e00\u6b65\u884c\u52a8\u3002\u4e0e\u9759\u6001\u7684\u201c\u68c0\u7d22-\u7136\u540e-\u9605\u8bfb\u201d\u6a21\u5f0f\u6216\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u63d0\u793a\u5e8f\u5217\u4e0d\u540c\uff0cAgentic RAG \u6d89\u53ca\u5bf9 LLM \u7684\u8fed\u4ee3\u8c03\u7528\u5faa\u73af\uff0c\u7a7f\u63d2\u7740\u5de5\u5177\u6216\u51fd\u6570\u8c03\u7528\u4ee5\u53ca\u7ed3\u6784\u5316\u8f93\u51fa\u3002\u5728\u6bcf\u4e00\u6b65\uff0c\u7cfb\u7edf\u90fd\u4f1a\u8bc4\u4f30\u5176\u83b7\u5f97\u7684\u7ed3\u679c\uff0c\u51b3\u5b9a\u662f\u5426\u4f18\u5316\u5176\u67e5\u8be2\uff0c\u5728\u9700\u8981\u65f6\u8c03\u7528\u5176\u4ed6\u5de5\u5177\uff0c\u5e76\u6301\u7eed\u6b64\u5faa\u73af\uff0c\u76f4\u5230\u83b7\u5f97\u6ee1\u610f\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>\u8fd9\u79cd\u8fed\u4ee3\u7684\u201c\u5236\u9020\u8005-\u68c0\u67e5\u8005\u201d\u64cd\u4f5c\u65b9\u5f0f\u65e8\u5728\u63d0\u9ad8\u6b63\u786e\u6027\uff0c\u5904\u7406\u5bf9\u7ed3\u6784\u5316\u6570\u636e\u5e93\u7684\u683c\u5f0f\u9519\u8bef\u7684\u67e5\u8be2 (\u4f8b\u5982 NL2SQL)\uff0c\u5e76\u786e\u4fdd\u5e73\u8861\u3001\u9ad8\u8d28\u91cf\u7684\u7ed3\u679c\u3002\u7cfb\u7edf\u4e0d\u662f\u4ec5\u4ec5\u4f9d\u8d56\u4e8e\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u63d0\u793a\u94fe\uff0c\u800c\u662f\u4e3b\u52a8\u62e5\u6709\u5176\u63a8\u7406\u8fc7\u7a0b\u3002\u5b83\u53ef\u4ee5\u91cd\u5199\u5931\u8d25\u7684\u67e5\u8be2\uff0c\u9009\u62e9\u4e0d\u540c\u7684\u68c0\u7d22\u65b9\u6cd5\uff0c\u5e76\u96c6\u6210\u591a\u4e2a\u5de5\u5177\uff08\u4f8b\u5982 Azure AI Search \u4e2d\u7684\u5411\u91cf\u641c\u7d22\u3001SQL \u6570\u636e\u5e93\u6216\u81ea\u5b9a\u4e49 API\uff09\uff0c\u7136\u540e\u6700\u7ec8\u786e\u5b9a\u5176\u7b54\u6848\u3002\u8fd9\u6d88\u9664\u4e86\u5bf9\u8fc7\u4e8e\u590d\u6742\u7684\u7f16\u6392\u6846\u67b6\u7684\u9700\u6c42\u3002\u76f8\u53cd\uff0c\u4e00\u4e2a\u76f8\u5bf9\u7b80\u5355\u7684\u201cLLM \u8c03\u7528 \u2192 \u5de5\u5177\u4f7f\u7528 \u2192 LLM \u8c03\u7528 \u2192 \u2026\u201d\u5faa\u73af\u53ef\u4ee5\u4ea7\u751f\u590d\u6742\u4e14\u6709\u7406\u6709\u636e\u7684\u8f93\u51fa\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-21482\" title=\"\u5fae\u8f6f AI Agent \u5165\u95e8\u8bfe\u7a0b\uff1aAgentic RAG-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/6811eff1f096834.png\" alt=\"\u5fae\u8f6f AI Agent \u5165\u95e8\u8bfe\u7a0b\uff1aAgentic RAG-1\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/6811eff1f096834.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/6811eff1f096834-768x432.png 768w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u62e5\u6709\u63a8\u7406\u8fc7\u7a0b<\/h2>\n<p>\u4f7f\u7cfb\u7edf\u5177\u6709\u201cAgentic\u201d\u7684\u663e\u8457\u7279\u70b9\u662f\u5b83\u80fd\u591f\u62e5\u6709\u81ea\u5df1\u7684\u63a8\u7406\u8fc7\u7a0b\u3002\u4f20\u7edf\u7684 RAG \u5b9e\u73b0\u901a\u5e38\u4f9d\u8d56\u4e8e\u4eba\u7c7b\u9884\u5148\u5b9a\u4e49\u6a21\u578b\u7684\u8def\u5f84\uff1a\u4e00\u4e2a\u601d\u7ef4\u94fe\uff0c\u6982\u8ff0\u8981\u68c0\u7d22\u7684\u5185\u5bb9\u548c\u65f6\u95f4\u3002\u4f46\u662f\uff0c\u5f53\u4e00\u4e2a\u7cfb\u7edf\u771f\u6b63\u5177\u6709 Agentic \u65f6\uff0c\u5b83\u4f1a\u5728\u5185\u90e8\u51b3\u5b9a\u5982\u4f55\u5904\u7406\u95ee\u9898\u3002\u5b83\u4e0d\u4ec5\u4ec5\u662f\u6267\u884c\u811a\u672c\uff1b\u5b83\u4f1a\u6839\u636e\u5176\u627e\u5230\u7684\u4fe1\u606f\u8d28\u91cf\u81ea\u4e3b\u786e\u5b9a\u6b65\u9aa4\u7684\u987a\u5e8f\u3002\u4f8b\u5982\uff0c\u5982\u679c\u8981\u6c42\u5b83\u521b\u5efa\u4ea7\u54c1\u53d1\u5e03\u7b56\u7565\uff0c\u5b83\u4e0d\u4f1a\u4ec5\u4ec5\u4f9d\u8d56\u4e8e\u4e00\u4e2a\u8be6\u7ec6\u8bf4\u660e\u6574\u4e2a\u7814\u7a76\u548c\u51b3\u7b56\u5de5\u4f5c\u6d41\u7a0b\u7684\u63d0\u793a\u3002\u76f8\u53cd\uff0cAgentic \u6a21\u578b\u4f1a\u72ec\u7acb\u51b3\u5b9a\uff1a<\/p>\n<ol>\n<li>\u4f7f\u7528 Bing Web Grounding \u68c0\u7d22\u5f53\u524d\u5e02\u573a\u8d8b\u52bf\u62a5\u544a\u3002<\/li>\n<li>\u4f7f\u7528 Azure AI Search \u8bc6\u522b\u76f8\u5173\u7684\u7ade\u4e89\u5bf9\u624b\u6570\u636e\u3002<\/li>\n<li>\u4f7f\u7528 Azure SQL Database \u5173\u8054\u5386\u53f2\u5185\u90e8\u9500\u552e\u6307\u6807\u3002<\/li>\n<li>\u901a\u8fc7 Azure OpenAI Service \u5c06\u5206\u6790\u7ed3\u679c\u7efc\u5408\u4e3a\u5177\u6709\u51dd\u805a\u529b\u7684\u7b56\u7565\u3002<\/li>\n<li>\u8bc4\u4f30\u7b56\u7565\u662f\u5426\u5b58\u5728\u5dee\u8ddd\u6216\u4e0d\u4e00\u81f4\u4e4b\u5904\uff0c\u5e76\u5728\u5fc5\u8981\u65f6\u63d0\u793a\u8fdb\u884c\u53e6\u4e00\u8f6e\u68c0\u7d22\u3002\u6240\u6709\u8fd9\u4e9b\u6b65\u9aa4\uff08\u4f18\u5316\u67e5\u8be2\u3001\u9009\u62e9\u6765\u6e90\u3001\u8fed\u4ee3\u76f4\u5230\u5bf9\u7b54\u6848\u201c\u6ee1\u610f\u201d\uff09\u90fd\u7531\u6a21\u578b\u51b3\u5b9a\uff0c\u800c\u4e0d\u662f\u7531\u4eba\u7c7b\u9884\u5148\u7f16\u5199\u7684\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>\u8fed\u4ee3\u5faa\u73af\u3001\u5de5\u5177\u96c6\u6210\u548c\u8bb0\u5fc6<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-21479\" title=\"\u5fae\u8f6f AI Agent \u5165\u95e8\u8bfe\u7a0b\uff1aAgentic RAG-2\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/146cdca5a040b79.png\" alt=\"\u5fae\u8f6f AI Agent \u5165\u95e8\u8bfe\u7a0b\uff1aAgentic RAG-2\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/146cdca5a040b79.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/146cdca5a040b79-768x432.png 768w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>Agentic \u7cfb\u7edf\u4f9d\u8d56\u4e8e\u5faa\u73af\u4ea4\u4e92\u6a21\u5f0f\uff1a<\/p>\n<ul>\n<li><strong>\u521d\u59cb\u8c03\u7528:<\/strong>\u00a0\u7528\u6237\u7684\u76ee\u6807 (\u5373\u7528\u6237\u63d0\u793a) \u88ab\u5448\u73b0\u7ed9 LLM\u3002<\/li>\n<li><strong>\u5de5\u5177\u8c03\u7528:<\/strong>\u00a0\u5982\u679c\u6a21\u578b\u8bc6\u522b\u51fa\u7f3a\u5931\u7684\u4fe1\u606f\u6216\u6a21\u7cca\u7684\u6307\u4ee4\uff0c\u5b83\u4f1a\u9009\u62e9\u4e00\u4e2a\u5de5\u5177\u6216\u68c0\u7d22\u65b9\u6cd5\uff08\u4f8b\u5982\u5411\u91cf\u6570\u636e\u5e93\u67e5\u8be2 (\u4f8b\u5982 Azure AI Search \u5bf9\u79c1\u6709\u6570\u636e\u7684\u6df7\u5408\u641c\u7d22) \u6216\u7ed3\u6784\u5316 SQL \u8c03\u7528\uff09\u6765\u6536\u96c6\u66f4\u591a\u4e0a\u4e0b\u6587\u3002<\/li>\n<li><strong>\u8bc4\u4f30\u548c\u4f18\u5316:<\/strong>\u00a0\u5728\u5ba1\u67e5\u8fd4\u56de\u7684\u6570\u636e\u540e\uff0c\u6a21\u578b\u4f1a\u51b3\u5b9a\u4fe1\u606f\u662f\u5426\u8db3\u591f\u3002\u5982\u679c\u4e0d\u591f\uff0c\u5b83\u4f1a\u4f18\u5316\u67e5\u8be2\u3001\u5c1d\u8bd5\u4e0d\u540c\u7684\u5de5\u5177\u6216\u8c03\u6574\u5176\u65b9\u6cd5\u3002<\/li>\n<li><strong>\u91cd\u590d\u76f4\u5230\u6ee1\u610f:<\/strong>\u00a0\u6b64\u5faa\u73af\u6301\u7eed\u8fdb\u884c\uff0c\u76f4\u5230\u6a21\u578b\u786e\u5b9a\u5b83\u6709\u8db3\u591f\u7684\u6e05\u6670\u5ea6\u548c\u8bc1\u636e\u6765\u63d0\u4f9b\u6700\u7ec8\u7684\u3001\u7ecf\u8fc7\u5145\u5206\u63a8\u7406\u7684\u54cd\u5e94\u3002<\/li>\n<li><strong>\u8bb0\u5fc6\u548c\u72b6\u6001:<\/strong>\u00a0\u7531\u4e8e\u7cfb\u7edf\u5728\u5404\u4e2a\u6b65\u9aa4\u4e2d\u4fdd\u6301\u72b6\u6001\u548c\u8bb0\u5fc6\uff0c\u5b83\u53ef\u4ee5\u56de\u5fc6\u8d77\u5148\u524d\u7684\u5c1d\u8bd5\u53ca\u5176\u7ed3\u679c\uff0c\u907f\u514d\u91cd\u590d\u5faa\u73af\u5e76\u5728\u8fdb\u884c\u8fc7\u7a0b\u4e2d\u505a\u51fa\u66f4\u660e\u667a\u7684\u51b3\u7b56\u3002<\/li>\n<\/ul>\n<p>\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u8fd9\u4f1a\u4ea7\u751f\u4e00\u79cd\u4e0d\u65ad\u53d1\u5c55\u7684\u7406\u89e3\u611f\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u5904\u7406\u590d\u6742\u7684\u591a\u6b65\u9aa4\u4efb\u52a1\uff0c\u800c\u65e0\u9700\u4eba\u5de5\u6301\u7eed\u5e72\u9884\u6216\u91cd\u65b0\u8bbe\u8ba1\u63d0\u793a\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5904\u7406\u5931\u8d25\u6a21\u5f0f\u548c\u81ea\u6211\u7ea0\u6b63<\/h2>\n<p>Agentic RAG \u7684\u81ea\u4e3b\u6027\u8fd8\u5305\u62ec\u5f3a\u5927\u7684\u81ea\u6211\u7ea0\u6b63\u673a\u5236\u3002\u5f53\u7cfb\u7edf\u9047\u5230\u6b7b\u80e1\u540c\uff08\u4f8b\u5982\u68c0\u7d22\u5230\u4e0d\u76f8\u5173\u7684\u6587\u6863\u6216\u9047\u5230\u683c\u5f0f\u9519\u8bef\u7684\u67e5\u8be2\uff09\u65f6\uff0c\u5b83\u53ef\u4ee5\uff1a<\/p>\n<ul>\n<li><strong>\u8fed\u4ee3\u548c\u91cd\u65b0\u67e5\u8be2:<\/strong>\u00a0\u6a21\u578b\u4e0d\u4f1a\u8fd4\u56de\u4f4e\u4ef7\u503c\u7684\u54cd\u5e94\uff0c\u800c\u662f\u5c1d\u8bd5\u65b0\u7684\u641c\u7d22\u7b56\u7565\u3001\u91cd\u5199\u6570\u636e\u5e93\u67e5\u8be2\u6216\u67e5\u770b\u66ff\u4ee3\u6570\u636e\u96c6\u3002<\/li>\n<li><strong>\u4f7f\u7528\u8bca\u65ad\u5de5\u5177:<\/strong>\u00a0\u7cfb\u7edf\u53ef\u4ee5\u8c03\u7528\u989d\u5916\u7684\u51fd\u6570\uff0c\u65e8\u5728\u5e2e\u52a9\u5b83\u8c03\u8bd5\u5176\u63a8\u7406\u6b65\u9aa4\u6216\u786e\u8ba4\u68c0\u7d22\u6570\u636e\u7684\u6b63\u786e\u6027\u3002Azure AI Tracing \u7b49\u5de5\u5177\u5c06\u6709\u52a9\u4e8e\u5b9e\u73b0\u5f3a\u5927\u7684\u53ef\u89c2\u5bdf\u6027\u548c\u76d1\u63a7\u3002<\/li>\n<li><strong>\u4f9d\u9760\u4eba\u5de5\u76d1\u7763:<\/strong>\u00a0\u5bf9\u4e8e\u9ad8\u98ce\u9669\u6216\u91cd\u590d\u5931\u8d25\u7684\u60c5\u51b5\uff0c\u6a21\u578b\u53ef\u80fd\u4f1a\u6807\u8bb0\u4e0d\u786e\u5b9a\u6027\u5e76\u8bf7\u6c42\u4eba\u5de5\u6307\u5bfc\u3002\u4e00\u65e6\u4eba\u5de5\u63d0\u4f9b\u4e86\u7ea0\u6b63\u53cd\u9988\uff0c\u6a21\u578b\u5c31\u53ef\u4ee5\u5728\u672a\u6765\u91c7\u7eb3\u8be5\u7ecf\u9a8c\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u79cd\u8fed\u4ee3\u548c\u52a8\u6001\u7684\u65b9\u6cd5\u4f7f\u6a21\u578b\u80fd\u591f\u6301\u7eed\u6539\u8fdb\uff0c\u786e\u4fdd\u5b83\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u4e00\u6b21\u6027\u7cfb\u7edf\uff0c\u800c\u662f\u4e00\u4e2a\u53ef\u4ee5\u4ece\u7ed9\u5b9a\u4f1a\u8bdd\u4e2d\u7684\u5931\u8bef\u4e2d\u5b66\u4e60\u7684\u7cfb\u7edf\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-21478\" title=\"\u5fae\u8f6f AI Agent \u5165\u95e8\u8bfe\u7a0b\uff1aAgentic RAG-3\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/54fa8c2ffcaf7c3.png\" alt=\"\u5fae\u8f6f AI Agent \u5165\u95e8\u8bfe\u7a0b\uff1aAgentic RAG-3\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/54fa8c2ffcaf7c3.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/54fa8c2ffcaf7c3-768x432.png 768w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>Agent \u7684\u8fb9\u754c<\/h2>\n<p>\u5c3d\u7ba1 Agentic RAG \u5728\u4efb\u52a1\u4e2d\u5177\u6709\u81ea\u4e3b\u6027\uff0c\u4f46\u5b83\u5e76\u4e0d\u7b49\u540c\u4e8e\u901a\u7528\u4eba\u5de5\u667a\u80fd\u3002\u5b83\u7684\u201cAgentic\u201d\u80fd\u529b\u4ec5\u9650\u4e8e\u4eba\u7c7b\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u7684\u5de5\u5177\u3001\u6570\u636e\u6e90\u548c\u7b56\u7565\u3002\u5b83\u65e0\u6cd5\u53d1\u660e\u81ea\u5df1\u7684\u5de5\u5177\u6216\u8d85\u51fa\u5df2\u8bbe\u5b9a\u7684\u9886\u57df\u8fb9\u754c\u3002\u76f8\u53cd\uff0c\u5b83\u64c5\u957f\u52a8\u6001\u7f16\u6392\u624b\u5934\u7684\u8d44\u6e90\u3002\u4e0e\u66f4\u9ad8\u7ea7\u7684 AI \u5f62\u5f0f\u7684\u4e3b\u8981\u533a\u522b\u5305\u62ec\uff1a<\/p>\n<ol>\n<li><strong>\u7279\u5b9a\u9886\u57df\u7684\u81ea\u4e3b\u6027:<\/strong>\u00a0Agentic RAG \u7cfb\u7edf\u4e13\u6ce8\u4e8e\u5728\u5df2\u77e5\u9886\u57df\u5185\u5b9e\u73b0\u7528\u6237\u5b9a\u4e49\u7684\u76ee\u6807\uff0c\u91c7\u7528\u67e5\u8be2\u91cd\u5199\u6216\u5de5\u5177\u9009\u62e9\u7b49\u7b56\u7565\u6765\u6539\u5584\u7ed3\u679c\u3002<\/li>\n<li><strong>\u57fa\u7840\u8bbe\u65bd\u4f9d\u8d56\u6027:<\/strong>\u00a0\u7cfb\u7edf\u7684\u80fd\u529b\u53d6\u51b3\u4e8e\u5f00\u53d1\u4eba\u5458\u96c6\u6210\u7684\u5de5\u5177\u548c\u6570\u636e\u3002\u5982\u679c\u6ca1\u6709\u4eba\u5de5\u5e72\u9884\uff0c\u5b83\u65e0\u6cd5\u8d85\u8d8a\u8fd9\u4e9b\u8fb9\u754c\u3002<\/li>\n<li><strong>\u5c0a\u91cd\u62a4\u680f:<\/strong>\u00a0\u9053\u5fb7\u51c6\u5219\u3001\u5408\u89c4\u89c4\u5219\u548c\u4e1a\u52a1\u7b56\u7565\u4ecd\u7136\u975e\u5e38\u91cd\u8981\u3002Agent \u7684\u81ea\u7531\u59cb\u7ec8\u53d7\u5230\u5b89\u5168\u63aa\u65bd\u548c\u76d1\u7763\u673a\u5236\u7684\u7ea6\u675f (\u5e0c\u671b\u5982\u6b64?)<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>\u5b9e\u9645\u7528\u4f8b\u548c\u4ef7\u503c<\/h2>\n<p>Agentic RAG \u5728\u9700\u8981\u8fed\u4ee3\u4f18\u5316\u548c\u7cbe\u786e\u6027\u7684\u573a\u666f\u4e2d\u5927\u653e\u5f02\u5f69\uff1a<\/p>\n<ol>\n<li><strong>\u201c\u6b63\u786e\u6027\u4f18\u5148\u201d\u7684\u73af\u5883:<\/strong>\u00a0\u5728\u5408\u89c4\u6027\u68c0\u67e5\u3001\u6cd5\u89c4\u5206\u6790\u6216\u6cd5\u5f8b\u7814\u7a76\u4e2d\uff0cAgentic \u6a21\u578b\u53ef\u4ee5\u91cd\u590d\u9a8c\u8bc1\u4e8b\u5b9e\u3001\u67e5\u9605\u591a\u4e2a\u6765\u6e90\u5e76\u91cd\u5199\u67e5\u8be2\uff0c\u76f4\u5230\u751f\u6210\u7ecf\u8fc7\u5f7b\u5e95\u5ba1\u67e5\u7684\u7b54\u6848\u3002<\/li>\n<li><strong>\u590d\u6742\u7684\u6570\u636e\u5e93\u4ea4\u4e92:<\/strong>\u00a0\u5728\u5904\u7406\u7ed3\u6784\u5316\u6570\u636e\u65f6\uff0c\u67e5\u8be2\u53ef\u80fd\u7ecf\u5e38\u5931\u8d25\u6216\u9700\u8981\u8c03\u6574\uff0c\u7cfb\u7edf\u53ef\u4ee5\u4f7f\u7528 Azure SQL \u6216 Microsoft Fabric OneLake \u81ea\u4e3b\u4f18\u5316\u5176\u67e5\u8be2\uff0c\u786e\u4fdd\u6700\u7ec8\u68c0\u7d22\u4e0e\u7528\u6237\u7684\u610f\u56fe\u4e00\u81f4\u3002<\/li>\n<li><strong>\u6269\u5c55\u7684\u5de5\u4f5c\u6d41\u7a0b:<\/strong>\u00a0\u968f\u7740\u65b0\u4fe1\u606f\u7684\u51fa\u73b0\uff0c\u8f83\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u4f1a\u8bdd\u53ef\u80fd\u4f1a\u53d1\u751f\u53d8\u5316\u3002Agentic RAG \u53ef\u4ee5\u6301\u7eed\u6574\u5408\u65b0\u6570\u636e\uff0c\u968f\u7740\u5bf9\u95ee\u9898\u7a7a\u95f4\u7684\u4e86\u89e3\u8d8a\u6765\u8d8a\u591a\u800c\u6539\u53d8\u7b56\u7565\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>\u6cbb\u7406\u3001\u900f\u660e\u5ea6\u548c\u4fe1\u4efb<\/h2>\n<p>\u968f\u7740\u8fd9\u4e9b\u7cfb\u7edf\u5728\u5176\u63a8\u7406\u4e2d\u53d8\u5f97\u66f4\u52a0\u81ea\u4e3b\uff0c\u6cbb\u7406\u548c\u900f\u660e\u5ea6\u81f3\u5173\u91cd\u8981\uff1a<\/p>\n<ul>\n<li><strong>\u53ef\u89e3\u91ca\u7684\u63a8\u7406:<\/strong>\u00a0\u6a21\u578b\u53ef\u4ee5\u63d0\u4f9b\u5176\u8fdb\u884c\u7684\u67e5\u8be2\u3001\u67e5\u9605\u7684\u6765\u6e90\u4ee5\u53ca\u5f97\u51fa\u7ed3\u8bba\u6240\u91c7\u53d6\u7684\u63a8\u7406\u6b65\u9aa4\u7684\u5ba1\u8ba1\u8ddf\u8e2a\u3002Azure AI Content Safety \u548c Azure AI Tracing \/ GenAIOps \u7b49\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u4fdd\u6301\u900f\u660e\u5ea6\u5e76\u964d\u4f4e\u98ce\u9669\u3002<\/li>\n<li><strong>\u504f\u5dee\u63a7\u5236\u548c\u5e73\u8861\u68c0\u7d22:<\/strong>\u00a0\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u8c03\u6574\u68c0\u7d22\u7b56\u7565\u4ee5\u786e\u4fdd\u8003\u8651\u5e73\u8861\u3001\u6709\u4ee3\u8868\u6027\u7684\u6570\u636e\u6e90\uff0c\u5e76\u4f7f\u7528 Azure Machine Learning \u4e3a\u9ad8\u7ea7\u6570\u636e\u79d1\u5b66\u7ec4\u7ec7\u5b9a\u5236\u6a21\u578b\uff0c\u5b9a\u671f\u5ba1\u8ba1\u8f93\u51fa\u4ee5\u68c0\u6d4b\u504f\u5dee\u6216\u503e\u659c\u6a21\u5f0f\u3002<\/li>\n<li><strong>\u4eba\u5de5\u76d1\u7763\u548c\u5408\u89c4\u6027:<\/strong>\u00a0\u5bf9\u4e8e\u654f\u611f\u4efb\u52a1\uff0c\u4eba\u5de5\u5ba1\u67e5\u4ecd\u7136\u81f3\u5173\u91cd\u8981\u3002Agentic RAG \u5e76\u4e0d\u80fd\u53d6\u4ee3\u9ad8\u98ce\u9669\u51b3\u7b56\u4e2d\u7684\u4eba\u5de5\u5224\u65ad\uff0c\u800c\u662f\u901a\u8fc7\u63d0\u4f9b\u66f4\u5f7b\u5e95\u5ba1\u67e5\u7684\u9009\u9879\u6765\u589e\u5f3a\u4eba\u5de5\u5224\u65ad\u3002<\/li>\n<\/ul>\n<p>\u62e5\u6709\u63d0\u4f9b\u6e05\u6670\u64cd\u4f5c\u8bb0\u5f55\u7684\u5de5\u5177\u81f3\u5173\u91cd\u8981\u3002\u6ca1\u6709\u5b83\u4eec\uff0c\u8c03\u8bd5\u591a\u6b65\u9aa4\u8fc7\u7a0b\u53ef\u80fd\u4f1a\u975e\u5e38\u56f0\u96be\u3002\u8bf7\u53c2\u9605 Literal AI (Chainlit \u80cc\u540e\u7684\u516c\u53f8) \u63d0\u4f9b\u7684 Agent \u8fd0\u884c\u793a\u4f8b\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-21480\" title=\"\u5fae\u8f6f AI Agent \u5165\u95e8\u8bfe\u7a0b\uff1aAgentic RAG-4\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/7e0e9dba39a31e5.png\" alt=\"\u5fae\u8f6f AI Agent \u5165\u95e8\u8bfe\u7a0b\uff1aAgentic RAG-4\" width=\"2165\" height=\"1134\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/7e0e9dba39a31e5.png 2165w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/7e0e9dba39a31e5-768x402.png 768w\" sizes=\"auto, (max-width: 2165px) 100vw, 2165px\" \/><\/p>\n<p><a href=\"https:\/\/github.com\/microsoft\/ai-agents-for-beginners\/blob\/main\/05-agentic-rag\/images\/AgentRunExample2.png\"> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-21481\" title=\"\u5fae\u8f6f AI Agent \u5165\u95e8\u8bfe\u7a0b\uff1aAgentic RAG-5\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/6850e67a5bbcf92.png\" alt=\"\u5fae\u8f6f AI Agent \u5165\u95e8\u8bfe\u7a0b\uff1aAgentic RAG-5\" width=\"2161\" height=\"1132\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/6850e67a5bbcf92.png 2161w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/6850e67a5bbcf92-768x402.png 768w\" sizes=\"auto, (max-width: 2161px) 100vw, 2161px\" \/> <\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>\u7ed3\u8bba<\/h2>\n<p>Agentic RAG \u4ee3\u8868\u4e86 AI \u7cfb\u7edf\u5904\u7406\u590d\u6742\u7684\u3001\u6570\u636e\u5bc6\u96c6\u578b\u4efb\u52a1\u65b9\u5f0f\u7684\u81ea\u7136\u6f14\u8fdb\u3002\u901a\u8fc7\u91c7\u7528\u5faa\u73af\u4ea4\u4e92\u6a21\u5f0f\u3001\u81ea\u4e3b\u9009\u62e9\u5de5\u5177\u5e76\u4f18\u5316\u67e5\u8be2\uff0c\u76f4\u5230\u83b7\u5f97\u9ad8\u8d28\u91cf\u7684\u7ed3\u679c\uff0c\u7cfb\u7edf\u4ece\u9759\u6001\u7684\u63d0\u793a\u8ddf\u968f\u8f6c\u53d8\u4e3a\u66f4\u5177\u9002\u5e94\u6027\u3001\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u51b3\u7b56\u8005\u3002\u867d\u7136\u4ecd\u7136\u53d7\u5230\u4eba\u7c7b\u5b9a\u4e49\u7684\u57fa\u7840\u8bbe\u65bd\u548c\u9053\u5fb7\u51c6\u5219\u7684\u7ea6\u675f\uff0c\u4f46\u8fd9\u4e9b Agentic \u80fd\u529b\u4e3a\u4f01\u4e1a\u548c\u6700\u7ec8\u7528\u6237\u63d0\u4f9b\u4e86\u66f4\u4e30\u5bcc\u3001\u66f4\u52a8\u6001\uff0c\u6700\u7ec8\u4e5f\u66f4\u6709\u7528\u7684 AI \u4ea4\u4e92\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u8bfe\u7a0b\u5168\u9762\u6982\u8ff0\u4e86 Agentic Retrieval-Augmented Generation (Agentic RAG)\uff0c\u8fd9\u662f\u4e00\u79cd\u65b0\u5174\u7684 AI \u8303\u5f0f\uff0c\u5176\u4e2d\u5927\u8bed\u8a00\u6a21\u578b (LLMs) \u5728\u4ece\u5916\u90e8\u6765\u6e90\u83b7\u53d6\u4fe1\u606f\u7684\u540c\u65f6\uff0c\u81ea\u4e3b\u89c4\u5212\u5176\u4e0b\u4e00\u6b65\u884c\u52a8\u3002\u4e0e\u9759\u6001\u7684&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-21477","post","type-post","status-publish","format-standard","hentry","category-kecheng"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/21477","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=21477"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/21477\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=21477"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=21477"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=21477"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}