{"id":15400,"date":"2025-02-25T10:26:00","date_gmt":"2025-02-25T02:26:00","guid":{"rendered":"https:\/\/idmakers.cn\/?p=15400"},"modified":"2025-02-25T16:50:12","modified_gmt":"2025-02-25T08:50:12","slug":"rag-8","status":"publish","type":"post","link":"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/","title":{"rendered":"RAG\u6280\u672f\u5f15\u9886\u667a\u80fd\u6587\u672c\u751f\u6210\u65b0\u6f6e\u6d41"},"content":{"rendered":"\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"is-nowrap is-layout-flex wp-container-1 wp-block-group has-normal-font-size\"><div class=\"has-text-color has-headings-color wp-block-post-date has-normal-font-size\"><time datetime=\"2025-02-25T10:26:00+08:00\">2025\u5e74 2\u6708 25\u65e5<\/time><\/div>\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"has-text-color has-headings-color wp-block-post-author has-normal-font-size\"><div class=\"wp-block-post-author__avatar\"><img alt='' src='https:\/\/secure.gravatar.com\/avatar\/0633155690c2881eb886aa8442774b27?s=24&#038;d=mm&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/0633155690c2881eb886aa8442774b27?s=48&#038;d=mm&#038;r=g 2x' class='avatar avatar-24 photo' height='24' width='24' loading='lazy' decoding='async'\/><\/div><div class=\"wp-block-post-author__content\"><p class=\"wp-block-post-author__name\">\u601d\u4e3a\u4ea4\u4e92<\/p><\/div><\/div><\/div>\n\n\n<h2 class=\"has-text-align-center has-larger-font-size\"><mark class=\"has-inline-color has-headings-color\" style=\"background-color: rgba(0, 0, 0, 0);\">RAG\u6280\u672f\u5f15\u9886\u667a\u80fd\u6587\u672c\u751f\u6210\u65b0\u6f6e\u6d41<\/mark><\/h2>\n<p style=\"font-size: 18px;\"><span style=\"color: #000000;\"><strong>\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08Retrieval-Augmented Generation, RAG\uff09<\/strong><\/span>\u4f5c\u4e3a\u4e00\u79cd\u521b\u65b0\u7684AI\u6280\u672f\uff0c\u901a\u8fc7\u7ed3\u5408\u4fe1\u606f\u68c0\u7d22\u548c\u6587\u672c\u751f\u6210\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u7cfb\u7edf\u7684\u54cd\u5e94\u80fd\u529b\u3002RAG\u7684\u6838\u5fc3\u5728\u4e8e\uff0c\u4e3a<span style=\"color: #000000;\"><strong>\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09<\/strong><\/span>\u5f15\u5165\u66f4\u4e3a\u53ef\u9760\u7684\u4fe1\u606f\uff0c\u4f7f\u751f\u6210\u5185\u5bb9\u66f4\u52a0\u51c6\u786e\u548c\u5408\u7406\u3002RAG\u7684\u4e3b\u8981\u6d41\u7a0b\u5305\u62ec\u4e24\u4e2a\u9636\u6bb5\uff1a\u9996\u5148\u662f\u68c0\u7d22\u4e0e\u7528\u6237\u67e5\u8be2\u76f8\u5173\u7684\u4fe1\u606f\uff0c\u7136\u540e\u5229\u7528\u8fd9\u4e9b\u4fe1\u606f\u6307\u5bfc\u751f\u6210\u8fc7\u7a0b\u3002\u8fd9\u79cd\u65b9\u6cd5\u7684\u597d\u5904\u5728\u4e8e\u901a\u8fc7\u5f15\u5165\u5916\u90e8\u77e5\u8bc6\u6e90\uff0c\u7cbe\u786e\u4e30\u5bcc\u6a21\u578b\u7684\u56de\u7b54\uff0c\u4ece\u800c\u751f\u6210\u66f4\u6709\u4f9d\u636e\u7684\u5185\u5bb9\u3002<\/p>\n<p style=\"font-size: 18px;\">RAG\u7684\u6280\u672f\u4f18\u52bf\u5728\u4e8e\u5176\u80fd\u591f\u5229\u7528\u5916\u90e8\u6570\u636e\u6e90\uff0c\u4e30\u5bcc\u6587\u672c\u751f\u6210\u7684\u80cc\u666f\u4fe1\u606f\uff0c\u800c\u65e0\u9700\u5bf9\u6a21\u578b\u8fdb\u884c\u91cd\u65b0\u8bad\u7ec3\uff0c\u8fd9\u662f\u62c9\u8fd1\u751f\u6210\u5185\u5bb9\u4e0e\u5b9e\u65f6\u4e8b\u4ef6\u4e4b\u95f4\u8ddd\u79bb\u7684\u5173\u952e\u3002\u4f8b\u5982\uff0c\u5728<strong><mark class=\"has-inline-color has-headings-color\" style=\"background-color: rgba(0, 0, 0, 0);\">\u5de5\u4e1a\u81ea\u52a8\u5316<\/mark><\/strong>\u3001<strong><mark class=\"has-inline-color has-headings-color\" style=\"background-color: rgba(0, 0, 0, 0);\">\u5185\u5bb9\u521b\u4f5c<\/mark><\/strong>\u3001<strong><mark class=\"has-inline-color has-headings-color\" style=\"background-color: rgba(0, 0, 0, 0);\">\u5ba2\u6237\u670d\u52a1<\/mark><\/strong>\u548c<strong><mark class=\"has-inline-color has-headings-color\" style=\"background-color: rgba(0, 0, 0, 0);\">\u6cd5\u5f8b\u54a8\u8be2<\/mark><\/strong>\u7b49\u591a\u4e2a\u9886\u57df\uff0cRAG\u7cfb\u7edf\u80fd\u901a\u8fc7\u5f15\u5165\u5b9e\u65f6\u66f4\u65b0\u7684\u4fe1\u606f\uff0c\u63d0\u4f9b\u66f4\u5177\u65f6\u6548\u6027\u548c\u51c6\u786e\u6027\u7684\u89e3\u51b3\u65b9\u6848\u3002\u6b64\u6280\u672f\u5c24\u5176\u9002\u5408<strong><mark class=\"has-inline-color has-headings-color\" style=\"background-color: rgba(0, 0, 0, 0);\">\u533b\u7597<\/mark><\/strong>\u3001<strong><mark class=\"has-inline-color has-headings-color\" style=\"background-color: rgba(0, 0, 0, 0);\">\u6cd5\u5f8b<\/mark><\/strong>\u548c<strong><mark class=\"has-inline-color has-headings-color\" style=\"background-color: rgba(0, 0, 0, 0);\">\u5236\u9020\u4e1a<\/mark><\/strong>\u4e2d\uff0c\u9700\u8981\u5bf9\u7cbe\u51c6\u6570\u636e\u4fdd\u6301\u9ad8\u654f\u611f\u5ea6\u7684\u573a\u666f\u3002<\/p>\n<p style=\"font-size: 18px;\">\u5728\u6570\u636e\u9a71\u52a8\u7684\u5de5\u4e1a\u4e2d\uff0cRAG\u6280\u672f\u6709\u6548\u5730\u89e3\u51b3\u4e86LLM\u5728\u5904\u7406\u79c1\u6709\u6570\u636e\u3001\u5b9e\u65f6\u4fe1\u606f\u65b9\u9762\u7684\u5c40\u9650\u3002\u901a\u8fc7\u91c7\u7528\u8bf8\u5982<strong><mark class=\"has-inline-color has-headings-color\" style=\"background-color: rgba(0, 0, 0, 0);\">\u77e2\u91cf\u6570\u636e\u5e93<\/mark><\/strong>\u7b49\u73b0\u4ee3\u5316\u7684\u4fe1\u606f\u68c0\u7d22\u6280\u672f\uff0cRAG\u7cfb\u7edf\u80fd\u591f\u5bf9\u5927\u91cf\u5de5\u4e1a\u6587\u6863\u548c\u5de5\u827a\u8def\u7ebf\u8fdb\u884c\u9ad8\u6548\u68c0\u7d22\u3002\u7ed3\u679c\u663e\u793a\uff0c\u8fd9\u79cd\u4fe1\u606f\u68c0\u7d22\u4e0e\u751f\u6210\u7684\u7ed3\u5408\u63aa\u65bd\uff0c\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u6587\u6863\u751f\u6210\u7684\u6548\u7387\uff0c\u8fd8\u589e\u5f3a\u4e86\u5bf9\u590d\u6742\u6280\u672f\u95ee\u9898\u7684\u7406\u89e3\u548c\u89e3\u51b3\u80fd\u529b\u3002<\/p>\n<p style=\"font-size: 18px;\">\u6b64\u5916\uff0cRAG\u5728\u6539\u5584\u7528\u6237\u4f53\u9a8c\u65b9\u9762\u8868\u73b0\u7a81\u51fa\u3002\u4e00\u65b9\u9762\uff0c\u901a\u8fc7\u5bf9\u8bed\u4e49\u4fe1\u606f\u7684\u6df1\u5ea6\u68c0\u7d22\u548c\u6574\u5408\uff0cRAG\u6280\u672f\u663e\u8457\u63d0\u9ad8\u4e86\u751f\u6210\u5185\u5bb9\u7684\u76f8\u5173\u6027\u3002\u53e6\u4e00\u65b9\u9762\uff0cRAG\u7cfb\u7edf\u901a\u8fc7\u52a8\u6001\u7ba1\u7406\u77e5\u8bc6\u5e93\uff0c\u786e\u4fdd\u7528\u6237\u80fd\u591f\u83b7\u53d6\u5230\u6700\u76f8\u5173\u7684\u56de\u590d\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u7684\u590d\u5236\u7c98\u8d34\u73b0\u6210\u7b54\u6848\u3002\u5728\u4f01\u4e1a\u5b9e\u65bd\u4e2d\uff0cRAG\u501f\u52a9\u9ad8\u6548\u7b97\u6cd5\u51cf\u5c11\u4e86\u5bf9\u7269\u7406\u8d44\u6e90\u7684\u4f9d\u8d56\uff0c\u8fd9\u4f7f\u5176\u6210\u4e3a\u4e00\u79cd\u7ecf\u6d4e\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<figure id=\"attachment_15498\" aria-describedby=\"caption-attachment-15498\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-15498\" src=\"https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/11-1.webp\" alt=\"RAG\u68c0\u7d22\u589e\u5f3a\u751f\u6210\" width=\"800\" height=\"450\" srcset=\"https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/11-1.webp 711w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/11-1-300x169.webp 300w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/11-1-533x300.webp 533w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-15498\" class=\"wp-caption-text\">RAG\u68c0\u7d22\u589e\u5f3a\u751f\u6210<\/figcaption><\/figure>\n<p style=\"font-size: 18px;\">\u7136\u800c\uff0cRAG\u7684\u5b9e\u65bd\u4ecd\u9762\u4e34\u6311\u6218\uff0c\u5c24\u5176\u662f\u4fe1\u606f\u68c0\u7d22\u6548\u7387\u548c\u4e0a\u4e0b\u6587\u6574\u5408\u7684\u590d\u6742\u6027\u3002\u8fd9\u9700\u8981\u5728\u6784\u5efa\u7cfb\u7edf\u65f6\u91c7\u7528\u66f4\u5148\u8fdb\u7684\u7b97\u6cd5\u6765\u786e\u4fdd\u68c0\u7d22\u5230\u7684\u4fe1\u606f\u5177\u6709\u9ad8\u5ea6\u7684\u76f8\u5173\u6027\u548c\u53ef\u9760\u6027\u3002\u6b64\u5916\uff0c\u4e3a\u89e3\u51b3\u6570\u636e\u9690\u79c1\u95ee\u9898\uff0c\u4f01\u4e1a\u9700\u8981\u5728\u6280\u672f\u67b6\u6784\u4e2d\u52a0\u5165\u6570\u636e\u4fdd\u62a4\u673a\u5236\uff0c\u4ee5\u4fdd\u969c\u5728\u4f7f\u7528\u5916\u90e8\u6570\u636e\u65f6\u7684\u5408\u89c4\u6027\u3002<\/p>\n<p style=\"font-size: 18px;\">RAG\u6280\u672f\u5728\u63d0\u5347\u4fe1\u606f\u83b7\u53d6\u548c\u5185\u5bb9\u751f\u6210\u8d28\u91cf\u65b9\u9762\u5177\u6709\u5de8\u5927\u6f5c\u529b\u3002\u968f\u7740AI\u6280\u672f\u7684\u53d1\u5c55\uff0cRAG\u6709\u671b\u5728\u66f4\u591a\u9886\u57df\u4e2d\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u901a\u8fc7\u6539\u5584\u751f\u6210\u5185\u5bb9\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\uff0c\u63a8\u52a8\u667a\u80fd\u751f\u6210\u5f0fAI\u7684\u5e94\u7528\u666e\u53ca\u548c\u5e94\u7528\u843d\u5730\u3002<\/p>\n<div class=\"wp-block-cover aligncenter has-custom-content-position is-position-top-left\" style=\"min-height: 315px;\">\n<p><img decoding=\"async\" loading=\"lazy\" class=\"wp-block-cover__image-background alignnone wp-image-13522 size-full\" title=\"https:\/\/idmakers.cn\/\" src=\"https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b.jpg\" sizes=\"(max-width: 2190px) 100vw, 2190px\" srcset=\"https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b.jpg 2190w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b-300x169.jpg 300w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b-1024x576.jpg 1024w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b-768x432.jpg 768w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b-1536x864.jpg 1536w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b-2048x1152.jpg 2048w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b-533x300.jpg 533w\" alt=\"\u601d\u4e3a\u4ea4\u4e92\" width=\"2190\" height=\"1232\" data-object-fit=\"cover\" \/><\/p>\n<div class=\"wp-block-cover__inner-container\">\n<h2 class=\"has-text-align-left\" style=\"font-size: 31px;\"><a href=\"https:\/\/idmakers.cn\/\">\u601d\u4e3a\u4ea4\u4e92<\/a><\/h2>\n<p style=\"font-size: 18px;\"><strong><span style=\"color: white;\">\u601d\u4e3a\u4ea4\u4e92\u662f\u4e00\u5bb6\u201c\u4ece\u4e91\u5230\u7aef\u201d\u7684\u65b0\u578b\u7269\u8054\u7f51\u53ca\u5de5\u4e1a4.0\u6280\u672f\u516c\u53f8\uff0c\u53ef\u4ee5\u4e3a\u5404\u7c7b\u751f\u4ea7\u5236\u9020\u578b\u4f01\u4e1a\u63d0\u4f9b\u4ece\u786c\u4ef6\u5230\u4e91\u7aef\u5168\u5957\u7684\u89e3\u51b3\u65b9\u6848\u3002\u6211\u516c\u53f8Galileo OS\u6570\u636e\u57fa\u5ea7\u878d\u5408AI\u5927\u6a21\u578b\u3001\u6570\u636e\u4e2d\u53f0\u3001\u7269\u8054\u7f51\u7b49\u6280\u672f\uff0c\u63a8\u52a8\u5236\u9020\u4e1a\u5de5\u5382\u6570\u5b57\u5316\u8f6c\u578b\u3002\u4ece\u6570\u5b57\u5316\u8f66\u95f4\u5230\u667a\u80fd\u5de5\u5382\uff0c\u5168\u9762\u8986\u76d6\u5b89\u5168\u3001\u751f\u4ea7\u3001\u8d28\u91cf\u3001\u8bbe\u5907\u7ba1\u7406\u7b49\u4e1a\u52a1\u3002<\/span><\/strong><\/p>\n<p class=\"has-text-align-right\" style=\"font-size: 18px;\"><strong><a href=\"https:\/\/idmakers.cn\/solution.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u66f4\u591a\u65b9\u6848\u2026<\/a>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/strong><a href=\"https:\/\/idmakers.cn\/product.html\"><strong>\u66f4\u591a\u4ea7\u54c1<\/strong>\u2026<\/a><\/p>\n<\/div>\n<\/div>\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\n<div class=\"is-layout-flex wp-block-buttons\">\n<div class=\"wp-block-button has-custom-font-size is-style-outline has-normal-font-size\"><a class=\"wp-block-button__link has-accent-1-color has-text-color wp-element-button\" style=\"border-radius: 0px;\" href=\"https:\/\/idmakers.cn\/news.html\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>\u6700\u8fd1\u65b0\u95fb<\/strong><\/a><\/div>\n<\/div>\n<p>\u00a0<\/p>\n\n\n<div class=\"is-layout-flex wp-container-3 wp-block-columns\">\n<div class=\"is-layout-flow wp-block-column\" style=\"flex-basis:100%\"><ul class=\"wp-block-latest-posts__list is-grid columns-4 has-dates aligncenter wp-block-latest-posts has-normal-font-size\"><li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/idmakers.cn\/index.php\/2026\/04\/08\/news-intl-20260408-2\/\">Anthropic\u5728\u65b0\u7684\u7f51\u7edc\u5b89\u5168\u8ba1\u5212\u4e2d\u9996\u6b21\u9884\u89c8\u4e86\u5f3a\u5927\u7684\u65b0AI\u6a21\u578bMythos<\/a><time datetime=\"2026-04-08T10:39:55+08:00\" class=\"wp-block-latest-posts__post-date\">2026\u5e74 4\u6708 8\u65e5<\/time><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/idmakers.cn\/index.php\/2026\/04\/08\/news-intl-20260408-1\/\">Suno\u548c\u4e3b\u8981\u97f3\u4e50\u54c1\u724c\u5728AI\u97f3\u4e50\u5171\u4eab\u65b9\u9762\u53d1\u751f\u51b2\u7a81<\/a><time datetime=\"2026-04-08T08:41:11+08:00\" class=\"wp-block-latest-posts__post-date\">2026\u5e74 4\u6708 8\u65e5<\/time><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/idmakers.cn\/index.php\/2026\/04\/07\/street-shop-weighing\/\">\u6cbf\u8857\u5546\u94fa\u9910\u53a8\u6536\u8fd0\uff0c\u5982\u4f55\u7528\u52a8\u6001\u79f0\u91cd\u6280\u672f\u5b9e\u73b0\u65e0\u5e9f\u57ce\u5e02\u76ee\u6807\uff1f<\/a><time datetime=\"2026-04-07T17:05:14+08:00\" class=\"wp-block-latest-posts__post-date\">2026\u5e74 4\u6708 7\u65e5<\/time><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/idmakers.cn\/index.php\/2026\/04\/07\/kitchen-waste-17\/\">\u6cbf\u8857\u5546\u94fa\u9910\u53a8\u5783\u573e\u6536\u8fd0\u5982\u4f55\u5b9e\u73b0\u6570\u5b57\u5316\u95ed\u73af\uff1f<\/a><time datetime=\"2026-04-07T17:04:14+08:00\" class=\"wp-block-latest-posts__post-date\">2026\u5e74 4\u6708 7\u65e5<\/time><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/idmakers.cn\/index.php\/2026\/04\/07\/kitchen-waste-16\/\">\u5982\u4f55\u7834\u89e3\u9910\u53a8\u5783\u573e\u6536\u8fd0\u76d1\u7ba1\u96be\u9898\uff1f<\/a><time datetime=\"2026-04-07T17:03:01+08:00\" class=\"wp-block-latest-posts__post-date\">2026\u5e74 4\u6708 7\u65e5<\/time><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/idmakers.cn\/index.php\/2026\/04\/07\/news-intl-2\/\">\u4e07\u4ebf\u5065\u5eb7\u5e02\u573a,\u8fce\u6765AI\u65f6\u523b<\/a><time datetime=\"2026-04-07T16:59:23+08:00\" class=\"wp-block-latest-posts__post-date\">2026\u5e74 4\u6708 7\u65e5<\/time><\/li>\n<\/ul><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u901a\u8fc7\u7ed3\u5408\u4fe1\u606f\u68c0\u7d22\u4e0e\u6587\u672c\u751f\u6210\uff0c\u4f18\u5316\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8f93\u51fa\u6027\u80fd\u3002\u5176\u6838\u5fc3\u5728\u4e8e\u4e3a\u751f\u6210\u8fc7\u7a0b\u5f15\u5165\u5916\u90e8\u53ef\u9760\u4fe1\u606f\uff0c\u63d0\u5347\u5185\u5bb9\u7684\u51c6\u786e\u6027\u548c\u5b9e\u65f6\u6027\u3002RAG\u5728\u591a\u4e2a\u884c\u4e1a\u4e2d\u4e3a\u590d\u6742\u7684\u6587\u672c\u751f\u6210\u4efb\u52a1\u63d0\u4f9b\u4e86\u89e3\u51b3\u65b9\u6848\uff0c\u901a\u8fc7\u5229\u7528\u73b0\u4ee3\u4fe1\u606f\u68c0\u7d22\u6280\u672f\u548c\u77e2\u91cf\u6570\u636e\u5e93\u7684\u5e94\u7528\uff0c\u4f18\u5316\u4e86\u5bf9\u5927\u91cf\u5de5\u4e1a\u6587\u6863\u548c\u5b9e\u65f6\u6570\u636e\u7684\u5904\u7406\u80fd\u529b\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u5b9e\u65bdRAG\u4ecd\u9762\u4e34\u6570\u636e\u9690\u79c1\u4e0e\u68c0\u7d22\u51c6\u786e\u5ea6\u7684\u6311\u6218\uff0c\u4f46RAG\u7684\u6280\u672f\u4f18\u52bf\u548c\u7ecf\u6d4e\u6548\u76ca\u4e3a\u5176\u5728\u667a\u80fd\u751f\u6210\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u652f\u6301\u3002<\/p>\n","protected":false},"author":6,"featured_media":15498,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"","ocean_second_sidebar":"","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"","ocean_custom_header_template":"","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"","ocean_menu_typo_font_family":"","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"","ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"on","ocean_gallery_id":[]},"categories":[7,8],"tags":[98,207],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>RAG\u6280\u672f\u5f15\u9886\u667a\u80fd\u6587\u672c\u751f\u6210\u65b0\u6f6e\u6d41 - \u601d\u4e3a\u4ea4\u4e92<\/title>\n<meta name=\"description\" content=\"\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u901a\u8fc7\u7ed3\u5408\u4fe1\u606f\u68c0\u7d22\u4e0e\u6587\u672c\u751f\u6210\uff0c\u4f18\u5316\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8f93\u51fa\u6027\u80fd\u3002\u5176\u6838\u5fc3\u5728\u4e8e\u4e3a\u751f\u6210\u8fc7\u7a0b\u5f15\u5165\u5916\u90e8\u53ef\u9760\u4fe1\u606f\uff0c\u63d0\u5347\u5185\u5bb9\u7684\u51c6\u786e\u6027\u548c\u5b9e\u65f6\u6027\u3002RAG\u5728\u591a\u4e2a\u884c\u4e1a\u4e2d\u4e3a\u590d\u6742\u7684\u6587\u672c\u751f\u6210\u4efb\u52a1\u63d0\u4f9b\u4e86\u89e3\u51b3\u65b9\u6848\uff0c\u901a\u8fc7\u5229\u7528\u73b0\u4ee3\u4fe1\u606f\u68c0\u7d22\u6280\u672f\u548c\u77e2\u91cf\u6570\u636e\u5e93\u7684\u5e94\u7528\uff0c\u4f18\u5316\u4e86\u5bf9\u5927\u91cf\u5de5\u4e1a\u6587\u6863\u548c\u5b9e\u65f6\u6570\u636e\u7684\u5904\u7406\u80fd\u529b\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u5b9e\u65bdRAG\u4ecd\u9762\u4e34\u6570\u636e\u9690\u79c1\u4e0e\u68c0\u7d22\u51c6\u786e\u5ea6\u7684\u6311\u6218\uff0c\u4f46RAG\u7684\u6280\u672f\u4f18\u52bf\u548c\u7ecf\u6d4e\u6548\u76ca\u4e3a\u5176\u5728\u667a\u80fd\u751f\u6210\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u652f\u6301\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"RAG\u6280\u672f\u5f15\u9886\u667a\u80fd\u6587\u672c\u751f\u6210\u65b0\u6f6e\u6d41 - \u601d\u4e3a\u4ea4\u4e92\" \/>\n<meta property=\"og:description\" content=\"\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u901a\u8fc7\u7ed3\u5408\u4fe1\u606f\u68c0\u7d22\u4e0e\u6587\u672c\u751f\u6210\uff0c\u4f18\u5316\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8f93\u51fa\u6027\u80fd\u3002\u5176\u6838\u5fc3\u5728\u4e8e\u4e3a\u751f\u6210\u8fc7\u7a0b\u5f15\u5165\u5916\u90e8\u53ef\u9760\u4fe1\u606f\uff0c\u63d0\u5347\u5185\u5bb9\u7684\u51c6\u786e\u6027\u548c\u5b9e\u65f6\u6027\u3002RAG\u5728\u591a\u4e2a\u884c\u4e1a\u4e2d\u4e3a\u590d\u6742\u7684\u6587\u672c\u751f\u6210\u4efb\u52a1\u63d0\u4f9b\u4e86\u89e3\u51b3\u65b9\u6848\uff0c\u901a\u8fc7\u5229\u7528\u73b0\u4ee3\u4fe1\u606f\u68c0\u7d22\u6280\u672f\u548c\u77e2\u91cf\u6570\u636e\u5e93\u7684\u5e94\u7528\uff0c\u4f18\u5316\u4e86\u5bf9\u5927\u91cf\u5de5\u4e1a\u6587\u6863\u548c\u5b9e\u65f6\u6570\u636e\u7684\u5904\u7406\u80fd\u529b\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u5b9e\u65bdRAG\u4ecd\u9762\u4e34\u6570\u636e\u9690\u79c1\u4e0e\u68c0\u7d22\u51c6\u786e\u5ea6\u7684\u6311\u6218\uff0c\u4f46RAG\u7684\u6280\u672f\u4f18\u52bf\u548c\u7ecf\u6d4e\u6548\u76ca\u4e3a\u5176\u5728\u667a\u80fd\u751f\u6210\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u652f\u6301\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/\" \/>\n<meta property=\"og:site_name\" content=\"\u601d\u4e3a\u4ea4\u4e92\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-25T02:26:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-25T08:50:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/11-1.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"711\" \/>\n\t<meta property=\"og:image:height\" content=\"400\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"\u601d\u4e3a\u4ea4\u4e92\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u601d\u4e3a\u4ea4\u4e92\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/\"},\"author\":{\"name\":\"\u601d\u4e3a\u4ea4\u4e92\",\"@id\":\"https:\/\/idmakers.cn\/#\/schema\/person\/d2e6fe027530fce6a9426cf2b3519efc\"},\"headline\":\"RAG\u6280\u672f\u5f15\u9886\u667a\u80fd\u6587\u672c\u751f\u6210\u65b0\u6f6e\u6d41\",\"datePublished\":\"2025-02-25T02:26:00+00:00\",\"dateModified\":\"2025-02-25T08:50:12+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/\"},\"wordCount\":35,\"publisher\":{\"@id\":\"https:\/\/idmakers.cn\/#organization\"},\"keywords\":[\"AI\u667a\u80fd\u5236\u9020\",\"RAG\"],\"articleSection\":[\"\u4ea7\u54c1\u8d44\u8baf\",\"\u884c\u4e1a\u8d44\u8baf\"],\"inLanguage\":\"zh-CN\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/\",\"url\":\"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/\",\"name\":\"RAG\u6280\u672f\u5f15\u9886\u667a\u80fd\u6587\u672c\u751f\u6210\u65b0\u6f6e\u6d41 - \u601d\u4e3a\u4ea4\u4e92\",\"isPartOf\":{\"@id\":\"https:\/\/idmakers.cn\/#website\"},\"datePublished\":\"2025-02-25T02:26:00+00:00\",\"dateModified\":\"2025-02-25T08:50:12+00:00\",\"description\":\"\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u901a\u8fc7\u7ed3\u5408\u4fe1\u606f\u68c0\u7d22\u4e0e\u6587\u672c\u751f\u6210\uff0c\u4f18\u5316\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8f93\u51fa\u6027\u80fd\u3002\u5176\u6838\u5fc3\u5728\u4e8e\u4e3a\u751f\u6210\u8fc7\u7a0b\u5f15\u5165\u5916\u90e8\u53ef\u9760\u4fe1\u606f\uff0c\u63d0\u5347\u5185\u5bb9\u7684\u51c6\u786e\u6027\u548c\u5b9e\u65f6\u6027\u3002RAG\u5728\u591a\u4e2a\u884c\u4e1a\u4e2d\u4e3a\u590d\u6742\u7684\u6587\u672c\u751f\u6210\u4efb\u52a1\u63d0\u4f9b\u4e86\u89e3\u51b3\u65b9\u6848\uff0c\u901a\u8fc7\u5229\u7528\u73b0\u4ee3\u4fe1\u606f\u68c0\u7d22\u6280\u672f\u548c\u77e2\u91cf\u6570\u636e\u5e93\u7684\u5e94\u7528\uff0c\u4f18\u5316\u4e86\u5bf9\u5927\u91cf\u5de5\u4e1a\u6587\u6863\u548c\u5b9e\u65f6\u6570\u636e\u7684\u5904\u7406\u80fd\u529b\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u5b9e\u65bdRAG\u4ecd\u9762\u4e34\u6570\u636e\u9690\u79c1\u4e0e\u68c0\u7d22\u51c6\u786e\u5ea6\u7684\u6311\u6218\uff0c\u4f46RAG\u7684\u6280\u672f\u4f18\u52bf\u548c\u7ecf\u6d4e\u6548\u76ca\u4e3a\u5176\u5728\u667a\u80fd\u751f\u6210\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u652f\u6301\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/#breadcrumb\"},\"inLanguage\":\"zh-CN\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/idmakers.cn\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"RAG\u6280\u672f\u5f15\u9886\u667a\u80fd\u6587\u672c\u751f\u6210\u65b0\u6f6e\u6d41\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/idmakers.cn\/#website\",\"url\":\"https:\/\/idmakers.cn\/\",\"name\":\"\u601d\u4e3a\u4ea4\u4e92\",\"description\":\"\u5de5\u4e1a\u4e92\u8054\u7f51\",\"publisher\":{\"@id\":\"https:\/\/idmakers.cn\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/idmakers.cn\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-CN\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/idmakers.cn\/#organization\",\"name\":\"\u601d\u4e3a\u4ea4\u4e92\",\"url\":\"https:\/\/idmakers.cn\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-CN\",\"@id\":\"https:\/\/idmakers.cn\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/idmakers.cn\/wp-content\/uploads\/2023\/02\/cropped-logo-1.png\",\"contentUrl\":\"https:\/\/idmakers.cn\/wp-content\/uploads\/2023\/02\/cropped-logo-1.png\",\"width\":100,\"height\":100,\"caption\":\"\u601d\u4e3a\u4ea4\u4e92\"},\"image\":{\"@id\":\"https:\/\/idmakers.cn\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/idmakers.cn\/#\/schema\/person\/d2e6fe027530fce6a9426cf2b3519efc\",\"name\":\"\u601d\u4e3a\u4ea4\u4e92\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-CN\",\"@id\":\"https:\/\/idmakers.cn\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/0633155690c2881eb886aa8442774b27?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/0633155690c2881eb886aa8442774b27?s=96&d=mm&r=g\",\"caption\":\"\u601d\u4e3a\u4ea4\u4e92\"},\"sameAs\":[\"https:\/\/idmakers.cn\/\"],\"url\":\"https:\/\/idmakers.cn\/index.php\/author\/yangzhaoshuo\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"RAG\u6280\u672f\u5f15\u9886\u667a\u80fd\u6587\u672c\u751f\u6210\u65b0\u6f6e\u6d41 - \u601d\u4e3a\u4ea4\u4e92","description":"\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u901a\u8fc7\u7ed3\u5408\u4fe1\u606f\u68c0\u7d22\u4e0e\u6587\u672c\u751f\u6210\uff0c\u4f18\u5316\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8f93\u51fa\u6027\u80fd\u3002\u5176\u6838\u5fc3\u5728\u4e8e\u4e3a\u751f\u6210\u8fc7\u7a0b\u5f15\u5165\u5916\u90e8\u53ef\u9760\u4fe1\u606f\uff0c\u63d0\u5347\u5185\u5bb9\u7684\u51c6\u786e\u6027\u548c\u5b9e\u65f6\u6027\u3002RAG\u5728\u591a\u4e2a\u884c\u4e1a\u4e2d\u4e3a\u590d\u6742\u7684\u6587\u672c\u751f\u6210\u4efb\u52a1\u63d0\u4f9b\u4e86\u89e3\u51b3\u65b9\u6848\uff0c\u901a\u8fc7\u5229\u7528\u73b0\u4ee3\u4fe1\u606f\u68c0\u7d22\u6280\u672f\u548c\u77e2\u91cf\u6570\u636e\u5e93\u7684\u5e94\u7528\uff0c\u4f18\u5316\u4e86\u5bf9\u5927\u91cf\u5de5\u4e1a\u6587\u6863\u548c\u5b9e\u65f6\u6570\u636e\u7684\u5904\u7406\u80fd\u529b\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u5b9e\u65bdRAG\u4ecd\u9762\u4e34\u6570\u636e\u9690\u79c1\u4e0e\u68c0\u7d22\u51c6\u786e\u5ea6\u7684\u6311\u6218\uff0c\u4f46RAG\u7684\u6280\u672f\u4f18\u52bf\u548c\u7ecf\u6d4e\u6548\u76ca\u4e3a\u5176\u5728\u667a\u80fd\u751f\u6210\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u652f\u6301\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/","og_locale":"zh_CN","og_type":"article","og_title":"RAG\u6280\u672f\u5f15\u9886\u667a\u80fd\u6587\u672c\u751f\u6210\u65b0\u6f6e\u6d41 - \u601d\u4e3a\u4ea4\u4e92","og_description":"\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u901a\u8fc7\u7ed3\u5408\u4fe1\u606f\u68c0\u7d22\u4e0e\u6587\u672c\u751f\u6210\uff0c\u4f18\u5316\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8f93\u51fa\u6027\u80fd\u3002\u5176\u6838\u5fc3\u5728\u4e8e\u4e3a\u751f\u6210\u8fc7\u7a0b\u5f15\u5165\u5916\u90e8\u53ef\u9760\u4fe1\u606f\uff0c\u63d0\u5347\u5185\u5bb9\u7684\u51c6\u786e\u6027\u548c\u5b9e\u65f6\u6027\u3002RAG\u5728\u591a\u4e2a\u884c\u4e1a\u4e2d\u4e3a\u590d\u6742\u7684\u6587\u672c\u751f\u6210\u4efb\u52a1\u63d0\u4f9b\u4e86\u89e3\u51b3\u65b9\u6848\uff0c\u901a\u8fc7\u5229\u7528\u73b0\u4ee3\u4fe1\u606f\u68c0\u7d22\u6280\u672f\u548c\u77e2\u91cf\u6570\u636e\u5e93\u7684\u5e94\u7528\uff0c\u4f18\u5316\u4e86\u5bf9\u5927\u91cf\u5de5\u4e1a\u6587\u6863\u548c\u5b9e\u65f6\u6570\u636e\u7684\u5904\u7406\u80fd\u529b\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u5b9e\u65bdRAG\u4ecd\u9762\u4e34\u6570\u636e\u9690\u79c1\u4e0e\u68c0\u7d22\u51c6\u786e\u5ea6\u7684\u6311\u6218\uff0c\u4f46RAG\u7684\u6280\u672f\u4f18\u52bf\u548c\u7ecf\u6d4e\u6548\u76ca\u4e3a\u5176\u5728\u667a\u80fd\u751f\u6210\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u652f\u6301\u3002","og_url":"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/","og_site_name":"\u601d\u4e3a\u4ea4\u4e92","article_published_time":"2025-02-25T02:26:00+00:00","article_modified_time":"2025-02-25T08:50:12+00:00","og_image":[{"width":711,"height":400,"url":"https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/11-1.webp","type":"image\/webp"}],"author":"\u601d\u4e3a\u4ea4\u4e92","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u601d\u4e3a\u4ea4\u4e92","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/#article","isPartOf":{"@id":"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/"},"author":{"name":"\u601d\u4e3a\u4ea4\u4e92","@id":"https:\/\/idmakers.cn\/#\/schema\/person\/d2e6fe027530fce6a9426cf2b3519efc"},"headline":"RAG\u6280\u672f\u5f15\u9886\u667a\u80fd\u6587\u672c\u751f\u6210\u65b0\u6f6e\u6d41","datePublished":"2025-02-25T02:26:00+00:00","dateModified":"2025-02-25T08:50:12+00:00","mainEntityOfPage":{"@id":"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/"},"wordCount":35,"publisher":{"@id":"https:\/\/idmakers.cn\/#organization"},"keywords":["AI\u667a\u80fd\u5236\u9020","RAG"],"articleSection":["\u4ea7\u54c1\u8d44\u8baf","\u884c\u4e1a\u8d44\u8baf"],"inLanguage":"zh-CN"},{"@type":"WebPage","@id":"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/","url":"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/","name":"RAG\u6280\u672f\u5f15\u9886\u667a\u80fd\u6587\u672c\u751f\u6210\u65b0\u6f6e\u6d41 - \u601d\u4e3a\u4ea4\u4e92","isPartOf":{"@id":"https:\/\/idmakers.cn\/#website"},"datePublished":"2025-02-25T02:26:00+00:00","dateModified":"2025-02-25T08:50:12+00:00","description":"\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u901a\u8fc7\u7ed3\u5408\u4fe1\u606f\u68c0\u7d22\u4e0e\u6587\u672c\u751f\u6210\uff0c\u4f18\u5316\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8f93\u51fa\u6027\u80fd\u3002\u5176\u6838\u5fc3\u5728\u4e8e\u4e3a\u751f\u6210\u8fc7\u7a0b\u5f15\u5165\u5916\u90e8\u53ef\u9760\u4fe1\u606f\uff0c\u63d0\u5347\u5185\u5bb9\u7684\u51c6\u786e\u6027\u548c\u5b9e\u65f6\u6027\u3002RAG\u5728\u591a\u4e2a\u884c\u4e1a\u4e2d\u4e3a\u590d\u6742\u7684\u6587\u672c\u751f\u6210\u4efb\u52a1\u63d0\u4f9b\u4e86\u89e3\u51b3\u65b9\u6848\uff0c\u901a\u8fc7\u5229\u7528\u73b0\u4ee3\u4fe1\u606f\u68c0\u7d22\u6280\u672f\u548c\u77e2\u91cf\u6570\u636e\u5e93\u7684\u5e94\u7528\uff0c\u4f18\u5316\u4e86\u5bf9\u5927\u91cf\u5de5\u4e1a\u6587\u6863\u548c\u5b9e\u65f6\u6570\u636e\u7684\u5904\u7406\u80fd\u529b\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u5b9e\u65bdRAG\u4ecd\u9762\u4e34\u6570\u636e\u9690\u79c1\u4e0e\u68c0\u7d22\u51c6\u786e\u5ea6\u7684\u6311\u6218\uff0c\u4f46RAG\u7684\u6280\u672f\u4f18\u52bf\u548c\u7ecf\u6d4e\u6548\u76ca\u4e3a\u5176\u5728\u667a\u80fd\u751f\u6210\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u652f\u6301\u3002","breadcrumb":{"@id":"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/#breadcrumb"},"inLanguage":"zh-CN","potentialAction":[{"@type":"ReadAction","target":["https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/rag-8\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/idmakers.cn\/"},{"@type":"ListItem","position":2,"name":"RAG\u6280\u672f\u5f15\u9886\u667a\u80fd\u6587\u672c\u751f\u6210\u65b0\u6f6e\u6d41"}]},{"@type":"WebSite","@id":"https:\/\/idmakers.cn\/#website","url":"https:\/\/idmakers.cn\/","name":"\u601d\u4e3a\u4ea4\u4e92","description":"\u5de5\u4e1a\u4e92\u8054\u7f51","publisher":{"@id":"https:\/\/idmakers.cn\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/idmakers.cn\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-CN"},{"@type":"Organization","@id":"https:\/\/idmakers.cn\/#organization","name":"\u601d\u4e3a\u4ea4\u4e92","url":"https:\/\/idmakers.cn\/","logo":{"@type":"ImageObject","inLanguage":"zh-CN","@id":"https:\/\/idmakers.cn\/#\/schema\/logo\/image\/","url":"https:\/\/idmakers.cn\/wp-content\/uploads\/2023\/02\/cropped-logo-1.png","contentUrl":"https:\/\/idmakers.cn\/wp-content\/uploads\/2023\/02\/cropped-logo-1.png","width":100,"height":100,"caption":"\u601d\u4e3a\u4ea4\u4e92"},"image":{"@id":"https:\/\/idmakers.cn\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/idmakers.cn\/#\/schema\/person\/d2e6fe027530fce6a9426cf2b3519efc","name":"\u601d\u4e3a\u4ea4\u4e92","image":{"@type":"ImageObject","inLanguage":"zh-CN","@id":"https:\/\/idmakers.cn\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/0633155690c2881eb886aa8442774b27?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/0633155690c2881eb886aa8442774b27?s=96&d=mm&r=g","caption":"\u601d\u4e3a\u4ea4\u4e92"},"sameAs":["https:\/\/idmakers.cn\/"],"url":"https:\/\/idmakers.cn\/index.php\/author\/yangzhaoshuo\/"}]}},"_links":{"self":[{"href":"https:\/\/idmakers.cn\/index.php\/wp-json\/wp\/v2\/posts\/15400"}],"collection":[{"href":"https:\/\/idmakers.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/idmakers.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/idmakers.cn\/index.php\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/idmakers.cn\/index.php\/wp-json\/wp\/v2\/comments?post=15400"}],"version-history":[{"count":1,"href":"https:\/\/idmakers.cn\/index.php\/wp-json\/wp\/v2\/posts\/15400\/revisions"}],"predecessor-version":[{"id":15499,"href":"https:\/\/idmakers.cn\/index.php\/wp-json\/wp\/v2\/posts\/15400\/revisions\/15499"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/idmakers.cn\/index.php\/wp-json\/wp\/v2\/media\/15498"}],"wp:attachment":[{"href":"https:\/\/idmakers.cn\/index.php\/wp-json\/wp\/v2\/media?parent=15400"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/idmakers.cn\/index.php\/wp-json\/wp\/v2\/categories?post=15400"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/idmakers.cn\/index.php\/wp-json\/wp\/v2\/tags?post=15400"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}