{"id":11361,"date":"2024-05-08T10:38:19","date_gmt":"2024-05-08T01:38:19","guid":{"rendered":"https:\/\/www.salesforce.com\/?p=11361"},"modified":"2025-09-02T15:43:21","modified_gmt":"2025-09-02T06:43:21","slug":"what-is-retrieval-augmented-generation","status":"publish","type":"post","link":"https:\/\/www.salesforce.com\/jp\/blog\/what-is-retrieval-augmented-generation\/","title":{"rendered":"\u751f\u6210AI\u3067\u4e00\u756a\u30db\u30c3\u30c8\u306a3\u6587\u5b57\uff1dLLM\u3067\u306f\u306a\u3044"},"content":{"rendered":"\n<p>2023\u5e74\u3001\u30ab\u30ca\u30c0\u3092\u62e0\u70b9\u3068\u3059\u308b\u30a2\u30eb\u30b4\u30fb\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30ba\uff08\u4ee5\u4e0b\u30a2\u30eb\u30b4\uff09\u306f\u6025\u6210\u9577\u3092\u9042\u3052\u3066\u3044\u307e\u3059\u304c\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u62c5\u5f53\u8005\u306e\u8fc5\u901f\u306a\u80b2\u6210\u306b\u8ab2\u984c\u3092\u62b1\u3048\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u3001\u751f\u6210AI\u3068\u3044\u3046\u65ac\u65b0\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u76ee\u3092\u3064\u3051\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u30a2\u30eb\u30b4\u306f\u3001<a 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Trailhead\u306e\u304a\u3059\u3059\u3081\u6d3b\u7528\u6cd56\u9078<\/strong><\/h2>\n\t\t\t\t\t\t\t<p class=\"wp-block-offer__description\"><\/p>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wp-block-button\">\n\t\t\t\t\t<a class=\"wp-block-button__link\" target=\"_self\" href=\"https:\/\/www.salesforce.com\/jp\/blog\/learn-ai-skills-on-trailhead\/\">\u8a18\u4e8b\u3092\u8aad\u3080<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t<div class=\"wp-block-offer__media\">\n\t\t\t\t\t<\/div>\n\t<\/div>\n\n\t\t\t<div class=\"wp-block-offer__graphics wp-block-offer__contour\"><\/div>\n\t\n\t\t\t<!-- Standard Illustration -->\n\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__illustration\" src=\"https:\/\/www.salesforce.com\/jp\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-illustration-layout-one.png\" alt=\"\">\n\n\t\t<!-- Small Accent Illustration -->\n\t\t\t\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__accent\" src=\"https:\/\/www.salesforce.com\/jp\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-accent-layout-one.png\" alt=\"\">\n\t\t\n\t\t<!-- Left Side Illustration -->\n\t\t\n\t\t<!-- Cloud Illustration -->\n\t\t\t\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__cloud\" src=\"https:\/\/www.salesforce.com\/jp\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-cloud-layout-one.png\" alt=\"\">\n\t\t\n\t<\/div>\n\n\n\n<p>\u65e2\u88fd\u306eLLM\u306f\u6b63\u78ba\u306b\u5fdc\u3048\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u7279\u5b9a\u306e\u30d3\u30b8\u30cd\u30b9\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u4e0d\u5341\u5206\u3067\u3059\u3002\u305d\u3053\u3067\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff08RAG: Retrieval Augmented 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class=\"wp-block-heading\" id=\"h-rag\u306f\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3059\u308b\u306e\u304b\"><strong>RAG\u306f\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3059\u308b\u306e\u304b<\/strong><\/h2>\n\n\n\n<p>\u4e00\u8a00\u3067\u8a00\u3048\u3070\u3001RAG\u306f\u3001\u3088\u308a\u826f\u3044\u751f\u6210AI\u306e\u56de\u7b54\u3092\u5f97\u308b\u305f\u3081\u306b\u3001\u793e\u5185\u306e\u69d8\u3005\u306a\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3057\u3001\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u652f\u63f4\u3057\u307e\u3059\u3002\u30bd\u30fc\u30b9\u306f\u4fe1\u983c\u3067\u304d\u308b\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u306e\u305f\u3081\u3001<a 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href=\"https:\/\/www.salesforce.com\/jp\/blog\/jp-swtt2023-eventreport\/\">\u8a18\u4e8b\u3092\u8aad\u3080<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t<div class=\"wp-block-offer__media\">\n\t\t\t\t\t<\/div>\n\t<\/div>\n\n\t\t\t<div class=\"wp-block-offer__graphics wp-block-offer__contour\"><\/div>\n\t\n\t\t\t<!-- Standard Illustration -->\n\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__illustration\" src=\"https:\/\/www.salesforce.com\/jp\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-illustration-layout-one.png\" alt=\"\">\n\n\t\t<!-- Small Accent Illustration -->\n\t\t\t\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__accent\" src=\"https:\/\/www.salesforce.com\/jp\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-accent-layout-one.png\" alt=\"\">\n\t\t\n\t\t<!-- Left Side Illustration -->\n\t\t\n\t\t<!-- Cloud Illustration -->\n\t\t\t\t\t<img decoding=\"async\" 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27.2h5l2.3-5.3h11.6l2.4 5.3h5l-12.6-27.1zm-3.6 18 4.1-9.2 4.1 9.3zm25.2-17.7h4.8v27h-4.8zm20.7 0h-4.8v27h17.6v-4.4h-12.8zm38.4 12.1h-13.2V28.7H229v27h4.7V45h13.2v10.6h4.7V28.7h-4.7zm15.9 14.8h17.5v-4.4h-12.7v-6.4H279v-4.2h-11.5v-7.5h12.7v-4.4h-17.5zm36.9-27.2L287 55.6h5l2.3-5.3H306l2.4 5.3h5l-12.6-27.1zm-3.6 18 4.1-9.2 4.1 9.3zm35.4-17.7h-10.2v27h10.2c8.2 0 14.4-5.9 14.4-13.6s-6-13.4-14.4-13.4m0 22.6H326V33h5.4a9.1 9.1 0 1 1 0 18.1z\" \/><path fill=\"#1d315f\" d=\"M43 82.8h.1a74 74 0 0 0 38.5-12.3 3 3 0 0 0 1.3-2.4v-6A66.2 66.2 0 0 0 42.5.2a3 3 0 0 0-2.3 0A66.2 66.2 0 0 0 0 62.2V68a3 3 0 0 0 1.2 2.4 74 74 0 0 0 40.2 12.4z\" \/><path fill=\"#8ed1f4\" d=\"M13.8 51.8a.3.3 0 0 0 0-.1L33 23.6a3.1 3.1 0 0 1 .8-.8 3 3 0 0 1 4 .8l9.5 13.8 3.5-5a3 3 0 0 1 4.9 0L69 51.6a.3.3 0 0 1 .1.3h7C70.7 17.7 43.7 7.2 41.4 6.2c0 0-11.2 4-21.2 16A59.6 59.6 0 0 0 6.8 51.8zm21.7-21.3\" \/><path fill=\"#aa76b3\" d=\"m62 51.9-8.7-12.6-4.2 6.1 4.8 6.4z\" \/><path fill=\"#722a87\" d=\"m49 45.4-4.4 6.4H54z\" \/><path fill=\"#8ed1f4\" d=\"m37 32.6-1.5-2.1z\" \/><path fill=\"#aa76b3\" d=\"m28 41.4 7.6 10.4h1.8l6.4-9.2-6.8-10-1.5-2.1z\" \/><path fill=\"#722a87\" d=\"m28 41.4-7 10.4h14.6z\" \/><path fill=\"#069a49\" d=\"M43.8 72.5a1.8 1.8 0 0 0-1-2.4L40.1 69a8 8 0 0 1-1-.5 7.8 7.8 0 0 1-2.4-10.7H6a44 44 0 0 0-.2 4.4v4.4A70 70 0 0 0 26 75a70 70 0 0 0 15.2 2l2.4-4.3zm33-14.8H44.3l-2.5 3a1.7 1.7 0 0 0-.2.5 1.8 1.8 0 0 0 1 2.3l2.7 1.2.7.4a7.8 7.8 0 0 1 3 10.6l-.5.9 4.8-.8a71 71 0 0 0 8.4-2.2l1.3-.4a71 71 0 0 0 14-6.7v-8.8z\" \/><path fill=\"#fff\" d=\"m46 65-.7-.3-2.7-1.2a1.8 1.8 0 0 1-1-2.4 1.7 1.7 0 0 1 .2-.4l2.5-3h-7.6A7.8 7.8 0 0 0 39 68.4a8 8 0 0 0 1 .5l2.7 1.2a1.8 1.8 0 0 1 1 2.4l-.1.2-2.5 4.3a52.5 52.5 0 0 0 7.2-.4l.5-.9A7.8 7.8 0 0 0 46 65.1z\" \/><path fill=\"#157139\" d=\"M56.9 67.3h8.8l-4.4-5zM23 71h9l-4.5-5.1zm-4.1-10.4-4.5 5h8.9z\" \/><\/svg>\n\t\t\t<h2 class=\"wp-block-related-trail__title\"><strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u30d3\u30eb\u30c0\u30fc\u5165\u9580<\/strong><\/h2>\n\t\t\t<p>Salesforce \u30d7\u30ed\u30f3\u30d7\u30c8\u30d3\u30eb\u30c0\u30fc\u3092\u4f7f\u7528\u3057\u3066 AI \u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3057\u307e\u3059\u3002<\/p>\n\t\t\t\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/trailhead.salesforce.com\/ja\/content\/learn\/trails\/get-started-with-prompts-and-prompt-studio\" target=\"_blank\" rel=\"noreferrer noopener\">\u7121\u6599\u3067\u5b66\u7fd2\u3092\u30b9\u30bf\u30fc\u30c8<\/a><\/div>\n\n\t\t<\/div>\n\t\t<div class=\"related-trail__mock\">\n\t\t\t<div class=\"related-trail__points\">+700 points<\/div>\n\t\t\t<div class=\"related-trail__eyebrow\">Trail<\/div>\n\t\t\t<p class=\"related-trail__trail-title h3\"><strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u30d3\u30eb\u30c0\u30fc\u5165\u9580<\/strong><\/p>\n\t\t\t<p class=\"related-trail__trail-description\"><\/p>\n\t\t\t<div class=\"related-trail__actions\">\n\t\t\t\t<div class=\"related-trail__action\">\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"none\" viewBox=\"0 0 10 10\" aria-hidden=\"true\"><path fill=\"#747474\" fill-rule=\"evenodd\" d=\"m4.93.69.88 2.88c.04.12.16.18.27.18h2.89c.29 0 .4.38.17.56L6.79 6.04c-.1.07-.13.2-.1.32l1.12 2.96c.08.27-.2.5-.44.33L4.85 7.77c-.1-.08-.23-.08-.34 0L1.97 9.65a.29.29 0 0 1-.45-.33L2.6 6.36a.3.3 0 0 0-.1-.32L.17 4.3c-.23-.18-.1-.56.17-.56h2.89c.13 0 .23-.04.27-.18l.9-2.9c.08-.27.46-.25.54.02Z\" clip-rule=\"evenodd\" \/><\/svg>\n<\/div>\n\t\t\t\t<div class=\"related-trail__action\">\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"none\" viewBox=\"0 0 9 5\" aria-hidden=\"true\"><path fill=\"#747474\" d=\"M4.16 4.5.26 0h7.8z\" \/><\/svg>\n<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t<img decoding=\"async\" class=\"related-trail__illustration related-trail__foreground\" src=\"https:\/\/www.salesforce.com\/jp\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/related-trail-foreground-layout-astro.png\" alt=\"\">\n\t<img decoding=\"async\" class=\"related-trail__illustration related-trail__parks\" src=\"https:\/\/www.salesforce.com\/jp\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/related-trail-parks-layout-astro.png\" alt=\"\">\n\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u8907\u96d1\u306a\u8cea\u554f\u306b\u5bfe\u3059\u308b\u5fdc\u7b54\u6642\u9593\u306e\u77ed\u7e2e\"><strong>\u8907\u96d1\u306a\u8cea\u554f\u306b\u5bfe\u3059\u308b\u5fdc\u7b54\u6642\u9593\u306e\u77ed\u7e2e<\/strong><\/h2>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8\u30ed\u30b0\u30842\u5e74\u5206\u306ee\u30e1\u30fc\u30eb\u5c65\u6b74\u306a\u3069\u3001\u81a8\u5927\u306a\u91cf\u306e\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u8ffd\u52a0\u3057\u305f\u5f8c\u3001\u30a2\u30eb\u30b4\u306f2023\u5e7412\u6708\u3001\u6570\u540d\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u62c5\u5f53\u8005\u3092\u5bfe\u8c61\u306b\u3053\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u30c6\u30b9\u30c8\u3092\u958b\u59cb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u5f7c\u3089\u306f\u3001\u81ea\u793e\u88fd\u54c1\u30d9\u30fc\u30b9\u306e\u7d0410\uff05\u3068\u3044\u3046\u5c0f\u898f\u6a21\u306a\u30b5\u30f3\u30d7\u30eb\u30bb\u30c3\u30c8\u306b\u53d6\u308a\u7d44\u307f\u307e\u3057\u305f\u304c\u3001\u3053\u306e\u30c4\u30fc\u30eb\u306b\u6163\u308c\u308b\u307e\u3067\u7d042\u30ab\u6708\u304b\u304b\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u671f\u9593\u3001\u30ea\u30fc\u30c0\u30fc\u9663\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u62c5\u5f53\u8005\u304cRAG\u306e\u652f\u63f4\u3092\u53d7\u3051\u308b\u3053\u3068\u3067\u3001\u8a73\u7d30\u306a\u8cea\u554f\u306b\u7b54\u3048\u308b\u3053\u3068\u306b\u5bfe\u3057\u3088\u308a\u5927\u304d\u306a\u81ea\u4fe1\u3092\u5f97\u3066\u3044\u308b\u306e\u3092\u76ee\u306e\u5f53\u305f\u308a\u306b\u3057\u3001RAG\u306e\u5168\u793e\u7684\u306a\u5c55\u958b\u3092\u958b\u59cb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div class=\"layout-six wp-block-salesforce-blog-offer\">\n\t<div class=\"wp-block-offer__wrapper\">\n\n\t\t<div class=\"wp-block-offer__content\">\n\t\t\t<h2 class=\"wp-block-offer__title\"><strong>\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc \u751f\u6210AI\u6d3b\u7528\u306e\u6700\u524d\u7dda<\/strong><\/h2>\n\t\t\t\t\t\t\t<p class=\"wp-block-offer__description\"><\/p>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wp-block-button\">\n\t\t\t\t\t<a class=\"wp-block-button__link\" target=\"_blank\" href=\"https:\/\/www.salesforce.com\/jp\/form\/guide\/service\/fujitsu-generative-ai-guide\/?d=blog-body-cta-banner\">\u30ac\u30a4\u30c9\u3092\u8aad\u3080<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t<div class=\"wp-block-offer__media\">\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/www.salesforce.com\/jp\/blog\/wp-content\/uploads\/sites\/10\/2024\/03\/jp-fujitsu-ai-casestudy-img03.jpg\" class=\"attachment-full size-full\" alt=\"\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc \u751f\u6210AI\u6d3b\u7528\u306e\u6700\u524d\u7dda\" srcset=\"https:\/\/www.salesforce.com\/jp\/blog\/wp-content\/uploads\/sites\/10\/2024\/03\/jp-fujitsu-ai-casestudy-img03.jpg 768w, https:\/\/www.salesforce.com\/jp\/blog\/wp-content\/uploads\/sites\/10\/2024\/03\/jp-fujitsu-ai-casestudy-img03.jpg?w=300&amp;h=169 300w, https:\/\/www.salesforce.com\/jp\/blog\/wp-content\/uploads\/sites\/10\/2024\/03\/jp-fujitsu-ai-casestudy-img03.jpg?w=150&amp;h=84 150w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/>\t\t<\/div>\n\t<\/div>\n\n\t\n\t<\/div>\n\n\n<div class=\"wp-block-quote-article\" style=\"\"><div class=\"wp-block-quote-social-wrapper\"><figure class=\"wp-block-quote-article-quote\">\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>RAG\u3092\u8ffd\u52a0\u3057\u3066\u304b\u3089\u308f\u305a\u304b2\u30f6\u6708\u3067\u3001\u30a2\u30eb\u30b4\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u30c1\u30fc\u30e0\u306f\u3001\u3088\u308a\u8fc5\u901f\u304b\u3064\u52b9\u7387\u7684\u306b\u30b1\u30fc\u30b9\u3092\u5b8c\u4e86\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u305d\u306e\u7d50\u679c\u3001\u65b0\u305f\u306a\u554f\u3044\u5408\u308f\u305b\u306b67\uff05\u65e9\u304f\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/strong><\/p>\n<\/blockquote>\n\n<div class=\"post__social post__social--v2 post__social--blockquote\">\n\n\t\n\t<ul class=\"social-nav social-nav-v2\">\n\t\t\t\t\t<li 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