{"id":1671,"date":"2026-10-13T10:45:00","date_gmt":"2026-10-13T02:45:00","guid":{"rendered":"https:\/\/yunyanglib.cn\/?p=1671"},"modified":"2026-10-13T09:49:39","modified_gmt":"2026-10-13T01:49:39","slug":"%e3%80%90ai%e3%80%91rag-%e5%85%a8%e8%a7%a3%e6%9e%90%ef%bc%9a%e4%bb%8e%e6%a6%82%e5%bf%b5%e5%88%b0%e5%ae%8c%e6%95%b4-pipeline","status":"publish","type":"post","link":"https:\/\/yunyanglib.cn\/?p=1671","title":{"rendered":"\u3010AI\u3011RAG \u5168\u89e3\u6790\uff1a\u4ece\u6982\u5ff5\u5230\u5b8c\u6574 Pipeline"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">\u4e00\u3001\u5f00\u7bc7\uff1aRAG \u662f\u4ec0\u4e48<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">RAG \u5168\u79f0 Retrieval-Augmented Generation\uff0c\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u3002\u7b80\u5355\u8bf4\uff0c\u5c31\u662f<strong>\u68c0\u7d22 + \u5927\u6a21\u578b\u751f\u6210<\/strong>\u7684\u4e00\u5957\u67b6\u6784\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e8c\u3001RAG \u7684\u5de5\u4f5c\u6d41\u7a0b<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">RAG \u7684\u5b8c\u6574\u6d41\u7a0b\u53ef\u4ee5\u62c6\u6210\u56db\u6b65\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u63d0\u524d\u628a\u5916\u90e8\u6587\u6863\u505a\u5207\u7247\u3001\u5411\u91cf\u5316\uff0c\u5b58\u5165\u5411\u91cf\u6570\u636e\u5e93\u3002<\/li>\n\n\n\n<li>\u7528\u6237\u63d0\u95ee\u65f6\uff0c\u628a\u95ee\u9898\u4e5f\u8f6c\u4e3a\u5411\u91cf\uff0c\u53bb\u5411\u91cf\u5e93\u68c0\u7d22\u51fa\u548c\u95ee\u9898\u6700\u76f8\u5173\u7684\u6587\u6863\u7247\u6bb5\u3002<\/li>\n\n\n\n<li>\u628a\u68c0\u7d22\u51fa\u6765\u7684\u7247\u6bb5\uff0c\u8fde\u540c\u7528\u6237\u95ee\u9898\u4e00\u8d77\u62fc\u8fdb Prompt \u5582\u7ed9\u5927\u6a21\u578b\u3002<\/li>\n\n\n\n<li>\u5927\u6a21\u578b\u53c2\u8003\u7ed9\u5230\u7684\u53c2\u8003\u8d44\u6599\uff0c\u57fa\u4e8e\u8d44\u6599\u751f\u6210\u7b54\u6848\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5173\u952e\u70b9\uff1a\u4e0d\u4fee\u6539\u5927\u6a21\u578b\u672c\u8eab\u6743\u91cd\uff0c\u4e0d\u6539\u6a21\u578b\uff0c\u53ea\u662f\u7ed9\u6a21\u578b\u4e34\u65f6\u5582\u5916\u90e8\u8d44\u6599\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"507\" src=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-17-1024x507.png\" alt=\"\" class=\"wp-image-1672\" srcset=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-17-1024x507.png 1024w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-17-300x148.png 300w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-17-768x380.png 768w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-17.png 1079w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e09\u3001RAG \u4e3b\u8981\u89e3\u51b3\u5927\u6a21\u578b\u7684\u51e0\u4e2a\u75db\u70b9<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u2460 \u77e5\u8bc6\u622a\u6b62\u95ee\u9898<\/strong>\uff1a\u5927\u6a21\u578b\u77e5\u8bc6\u5e93\u662f\u8bad\u7ec3\u65f6\u56fa\u5b9a\u7684\uff0c\u4e0d\u77e5\u9053\u6700\u65b0\u6570\u636e\u3001\u65b0\u4e1a\u52a1\u8d44\u6599\u3002RAG \u53ef\u4ee5\u63a5\u5165\u5b9e\u65f6\/\u65b0\u589e\u6587\u6863\u3002<\/li>\n\n\n\n<li><strong>\u2461 \u5e7b\u89c9\u95ee\u9898<\/strong>\uff1a\u8ba9\u6a21\u578b\u57fa\u4e8e\u68c0\u7d22\u5230\u7684\u771f\u5b9e\u6587\u6863\u4f5c\u7b54\uff0c\u51cf\u5c11\u4e00\u672c\u6b63\u7ecf\u7f16\u9020\u5185\u5bb9\uff0c\u7b54\u6848\u53ef\u4ee5\u6eaf\u6e90\u5230\u539f\u6587\u3002<\/li>\n\n\n\n<li><strong>\u2462 \u79c1\u6709\u77e5\u8bc6\u5e93\u4f7f\u7528<\/strong>\uff1a\u4f01\u4e1a\u5185\u90e8\u6587\u6863\u3001\u4e1a\u52a1\u624b\u518c\uff0c\u4e0d\u9700\u8981\u91cd\u65b0\u8bad\u7ec3\u6a21\u578b\uff0c\u76f4\u63a5\u62ff\u6765\u7528\u3002<\/li>\n\n\n\n<li><strong>\u2463 \u7ed5\u5f00\u4e0a\u4e0b\u6587\u7a97\u53e3\u9650\u5236<\/strong>\uff1a\u4e0d\u9700\u8981\u628a\u5168\u90e8\u6587\u6863\u585e\u8fdb\u53bb\uff0c\u53ea\u68c0\u7d22\u76f8\u5173\u7247\u6bb5\u9001\u5165\u6a21\u578b\uff0c\u907f\u514d\u8d85\u957f\u6587\u672c\u8d85\u9650\u3002<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">\u56db\u3001RAG \u7684\u5c40\u9650<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">RAG \u4e0d\u4f1a\u63d0\u5347\u6a21\u578b\u672c\u8eab\u80fd\u529b\uff0c\u4e0d\u4f1a\u6539\u53d8\u6a21\u578b\u8f93\u51fa\u98ce\u683c\u3002<strong>\u5982\u679c\u68c0\u7d22\u53ec\u56de\u7684\u5185\u5bb9\u4e0d\u5bf9\uff0c\u6a21\u578b\u5c31\u4f1a\u57fa\u4e8e\u9519\u8bef\u8d44\u6599\u7ed9\u51fa\u9519\u8bef\u7b54\u6848<\/strong>\uff1b\u6548\u679c\u4f9d\u8d56\u6587\u6863\u8d28\u91cf\u3001\u5207\u7247\u8d28\u91cf\u3001\u68c0\u7d22\u6548\u679c\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e94\u3001RAG vs LoRA<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>RAG<\/strong>\uff1a\u7ed9\u6a21\u578b&#8221;\u770b\u4ec0\u4e48\u8d44\u6599&#8221;\uff0c\u89e3\u51b3\u4e8b\u5b9e\u77e5\u8bc6\u3001\u79c1\u6709\u6587\u6863\uff1b\u4e0d\u6539\u6a21\u578b\u6743\u91cd\u3002<\/li>\n\n\n\n<li><strong>LoRA \u5fae\u8c03<\/strong>\uff1a\u6539\u6a21\u578b&#8221;\u600e\u4e48\u8bf4&#8221;\uff0c\u89e3\u51b3\u8f93\u51fa\u683c\u5f0f\u3001\u98ce\u683c\u3001\u4efb\u52a1\u884c\u4e3a\uff1b\u5c11\u91cf\u66f4\u65b0\u6a21\u578b\u53c2\u6570\u3002<\/li>\n\n\n\n<li>\u4e24\u8005\u53ef\u4ee5\u7ec4\u5408\u4f7f\u7528\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"467\" src=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-18-1024x467.png\" alt=\"\" class=\"wp-image-1673\" srcset=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-18-1024x467.png 1024w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-18-300x137.png 300w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-18-768x350.png 768w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-18.png 1077w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">\u516d\u3001RAG \u5b8c\u6574 Pipeline<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b8c\u6574\u5de5\u4f5c\u94fe\u8def\u5206\u4e3a<strong>\u79bb\u7ebf\u6784\u5efa<\/strong>\u4e0e<strong>\u5728\u7ebf\u63a8\u7406<\/strong>\u4e24\u4e2a\u9636\u6bb5\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6.1 \u6587\u6863\u89e3\u6790<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u62ff\u5230\u539f\u59cb\u6587\u4ef6\uff08PDF\u3001Word\u3001\u7f51\u9875\u7b49\uff09\uff0c\u505a\u89e3\u6790\uff0c\u63d0\u53d6\u51fa\u91cc\u9762\u7684\u6587\u672c\u5185\u5bb9\uff0c\u8fc7\u6ee4\u9875\u7709\u9875\u811a\u3001\u8868\u683c\u4e71\u7801\u3001\u65e0\u6548\u683c\u5f0f\uff0c\u8f93\u51fa\u5e72\u51c0\u6587\u672c\u3002<strong>\u76ee\u6807\uff1a\u628a\u5404\u7c7b\u683c\u5f0f\u6587\u6863\u8f6c\u4e3a\u53ef\u7528\u7eaf\u6587\u672c\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6.2 \u6587\u672c\u5207\u7247\uff08Chunk \u5207\u5206\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u628a\u957f\u6587\u672c\u5207\u4e3a\u591a\u4e2a chunk \u7247\u6bb5\u3002\u4e0d\u80fd\u5207\u592a\u788e\u4e22\u5931\u4e0a\u4e0b\u6587\uff0c\u4e5f\u4e0d\u80fd\u592a\u5927\uff08\u5426\u5219\u566a\u58f0\u591a\u3001token \u6d88\u8017\u9ad8\uff09\u3002\u5e38\u7528\u56fa\u5b9a\u5927\u5c0f\u5207\u5206\u3001\u8bed\u4e49\u5207\u5206\u3002<strong>\u76ee\u6807\uff1a\u4ea7\u51fa\u9002\u5408\u68c0\u7d22\u7684\u6587\u672c\u7247\u6bb5\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6.3 \u5411\u91cf\u5316\uff08Embedding\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8c03\u7528 Embedding \u5d4c\u5165\u6a21\u578b\uff0c\u628a\u6bcf\u4e00\u4e2a\u6587\u672c chunk \u8f6c\u6362\u6210\u9ad8\u5bc6\u5ea6\u6570\u503c\u5411\u91cf\u3002\u8bed\u4e49\u76f8\u8fd1\u7684\u6587\u672c\uff0c\u5411\u91cf\u5728\u7a7a\u95f4\u4e0a\u8ddd\u79bb\u66f4\u8fd1\u3002<strong>\u76ee\u6807\uff1a\u6587\u5b57\u53d8\u6210\u5411\u91cf\uff0c\u7528\u6765\u505a\u76f8\u4f3c\u5ea6\u5339\u914d\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6.4 \u5411\u91cf\u5b58\u50a8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u628a\u751f\u6210\u597d\u7684\u5411\u91cf\u8fde\u540c\u539f\u59cb\u6587\u672c chunk \u4e00\u8d77\u5b58\u5165\u5411\u91cf\u6570\u636e\u5e93\uff0c\u5efa\u7acb\u7d22\u5f15\uff0c\u4e3a\u540e\u7eed\u5feb\u901f\u68c0\u7d22\u505a\u51c6\u5907\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6.5 \u6df7\u5408\u68c0\u7d22<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528\u6237\u63d0\u95ee\uff0c\u95ee\u9898\u540c\u6837\u505a Embedding\u3002\u6df7\u5408\u68c0\u7d22\u4e00\u822c\u662f<strong>\u5411\u91cf\u68c0\u7d22 + \u5173\u952e\u8bcd\u68c0\u7d22<\/strong>\uff1a\u5411\u91cf\u68c0\u7d22\u9760\u8bed\u4e49\u76f8\u4f3c\u5ea6\u53ec\u56de\uff1b\u5173\u952e\u8bcd\u68c0\u7d22\u9760\u5173\u952e\u8bcd\u5b57\u9762\u5339\u914d\uff08\u5982 BM25\uff09\u3002\u4e24\u8005\u7ed3\u679c\u5408\u5e76\uff0c\u62ff\u5230\u4e00\u6279\u5019\u9009\u6587\u6863\u7247\u6bb5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ea\u9760\u5411\u91cf\u68c0\u7d22\u5bb9\u6613\u51fa\u73b0\u8bed\u4e49\u76f8\u4f3c\u4f46\u5b57\u9762\u4e0d\u5339\u914d\uff0c<strong>\u6df7\u5408\u68c0\u7d22\u63d0\u5347\u53ec\u56de\u5168\u9762\u6027<\/strong>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6.6 \u91cd\u6392\u5e8f\uff08Rerank\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6df7\u5408\u68c0\u7d22\u8fd4\u56de\u4e00\u6279\u5019\u9009\uff0c\u6570\u91cf\u504f\u591a\uff0c\u90e8\u5206\u76f8\u5173\u6027\u4e0d\u9ad8\u3002<strong>Rerank \u91cd\u6392\u6a21\u578b\u5bf9\u5019\u9009\u7247\u6bb5\u548c\u7528\u6237\u95ee\u9898\u505a\u76f8\u5173\u6027\u6253\u5206\uff0c\u91cd\u65b0\u6392\u5e8f\uff0c\u8fc7\u6ee4\u6389\u4f4e\u5206\u65e0\u5173\u7247\u6bb5\uff0c\u53ea\u4fdd\u7559 Top-N \u6700\u76f8\u5173\u7684\u5185\u5bb9\u3002<\/strong>Rerank \u662f RAG \u6548\u679c\u63d0\u5347\u975e\u5e38\u5173\u952e\u7684\u4e00\u6b65\uff0c\u63d0\u7eaf\u68c0\u7d22\u7ed3\u679c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6.7 Prompt \u5de5\u7a0b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u628a\u7528\u6237\u539f\u59cb\u95ee\u9898 + Rerank \u7b5b\u9009\u540e\u7684\u53c2\u8003\u4e0a\u4e0b\u6587\uff0c\u7ec4\u88c5\u6210 Prompt \u63d0\u793a\u8bcd\u3002\u63d0\u793a\u8bcd\u7ea6\u675f\u6a21\u578b\uff1a<strong>\u4e25\u683c\u57fa\u4e8e\u7ed9\u51fa\u7684\u53c2\u8003\u8d44\u6599\u56de\u7b54\uff0c\u8d44\u6599\u6ca1\u6709\u5c31\u5982\u5b9e\u8bf4\u4e0d\u77e5\u9053\uff0c\u4e0d\u8981\u7f16\u9020\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6.8 \u5927\u6a21\u578b\u8c03\u7528<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c06\u7ec4\u88c5\u597d\u7684 Prompt \u9001\u5165\u5927\u6a21\u578b\uff0c\u5927\u6a21\u578b\u53c2\u8003\u4e0a\u4e0b\u6587\u751f\u6210\u6700\u7ec8\u7b54\u6848\u8fd4\u56de\u7ed9\u7528\u6237\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"533\" src=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-19-1024x533.png\" alt=\"\" class=\"wp-image-1674\" srcset=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-19-1024x533.png 1024w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-19-300x156.png 300w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-19-766x399.png 766w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-19.png 1064w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e03\u3001\u5e7b\u89c9\u7f13\u89e3\uff08\u8d2f\u7a7f\u5168\u94fe\u8def\uff09<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e7b\u89c9\u4e0d\u662f\u5355\u4e00\u73af\u8282\u89e3\u51b3\uff0c\u6574\u5957\u94fe\u8def\u5171\u540c\u7f13\u89e3\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e0a\u6e38<\/strong>\uff1a\u6587\u6863\u8d28\u91cf\u3001\u5408\u7406\u5207\u7247\u3001\u6df7\u5408\u68c0\u7d22 + Rerank\uff0c\u4fdd\u8bc1\u7ed9\u5230\u6a21\u578b\u7684\u8d44\u6599\u51c6\u786e\u76f8\u5173\u3002<\/li>\n\n\n\n<li><strong>Prompt \u7ea6\u675f<\/strong>\uff1a\u8981\u6c42\u4e0d\u7f16\u9020\uff0c\u4e0d\u77e5\u9053\u5c31\u8bf4\u660e\u3002<\/li>\n\n\n\n<li><strong>\u8f93\u51fa\u5c42<\/strong>\uff1a\u652f\u6301\u5f15\u7528\u539f\u6587\u7247\u6bb5\u6eaf\u6e90\u3002<\/li>\n\n\n\n<li>\u5373\u4fbf\u5982\u6b64\uff0c\u5e7b\u89c9\u4e5f\u65e0\u6cd5 100% \u6839\u9664\u3002<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">\u516b\u3001\u603b\u7ed3<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u79bb\u7ebf\u6784\u5efa\u9636\u6bb5<\/strong>\uff1a\u68c0\u7d22\u9636\u6bb5\uff08\u89e3\u6790-\u5207\u7247-\u5411\u91cf\u5316-\u5165\u5e93\uff09\u3002<\/li>\n\n\n\n<li><strong>\u5728\u7ebf\u63a8\u7406\u9636\u6bb5<\/strong>\uff1a\u7528\u6237\u6765\u4e86\u4e4b\u540e\uff08\u6df7\u5408\u68c0\u7d22-Rerank-Prompt-LLM \u8c03\u7528\uff09\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001\u5f00\u7bc7\uff1aRAG \u662f\u4ec0\u4e48 RAG \u5168\u79f0 Retrieval-Augmented Generation\uff0c\u68c0\u7d22\u589e\u5f3a<\/p>\n<div class=\"more-link\">\n\t\t\t\t <a href=\"https:\/\/yunyanglib.cn\/?p=1671\" class=\"link-btn theme-btn\"><span>Read More <\/span> <i class=\"fa fa-caret-right\"><\/i><\/a>\n\t\t\t<\/div>\n","protected":false},"author":1,"featured_media":1482,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22],"tags":[23,25],"class_list":["post-1671","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-ai","tag-rag"],"_links":{"self":[{"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/posts\/1671","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1671"}],"version-history":[{"count":1,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/posts\/1671\/revisions"}],"predecessor-version":[{"id":1675,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/posts\/1671\/revisions\/1675"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/media\/1482"}],"wp:attachment":[{"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1671"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1671"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1671"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}