{"id":34462,"date":"2025-09-09T12:10:00","date_gmt":"2025-09-09T03:10:00","guid":{"rendered":"https:\/\/uxdaystokyo.com\/articles\/?p=34462"},"modified":"2025-09-09T01:58:13","modified_gmt":"2025-09-08T16:58:13","slug":"ux-abides-how-to-create-a-rag-centered-process-that-really-pulls-your-ai-product-together","status":"publish","type":"post","link":"https:\/\/uxdaystokyo.com\/articles\/ux-abides-how-to-create-a-rag-centered-process-that-really-pulls-your-ai-product-together\/","title":{"rendered":"RAG\u4e2d\u5fc3\u30d7\u30ed\u30bb\u30b9\u304c\u793a\u3059\u3001AI\u3068UX\u306e\u5171\u9032\u5316\u306e\u6cd5\u5247"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">RAG\u4e2d\u5fc3\u30d7\u30ed\u30bb\u30b9\u304c\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u7d44\u7e54\u3092\u307e\u3068\u3081\u308b\uff01<\/p>\n\n\n\n<p class=\"is-style-sme-alert-remark wp-block-paragraph\">UX for AI \u306e \u30b0\u30ec\u30c3\u30b0\u30fb\u30cc\u30fc\u30c7\u30eb\u30de\u30f3 \u6c0f\u306f\u3001RAG\u3092\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u4e2d\u5fc3\u306b\u636e\u3048\u308b\u3053\u3068\u3067\u3001\u30c1\u30fc\u30e0\u306e\u30b5\u30a4\u30ed\u5316\u3092\u89e3\u6d88\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u7d20\u65e9\u304f\u6539\u5584\u3067\u304d\u308b\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5178\u578b\u7684\u306a\u554f\u984c\u4f8b\u3068\u3001\u305d\u308c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<br>Part\uff11\u30fb<a href=\"https:\/\/uxdaystokyo.com\/articles\/escape-from-the-figma-titanic-part-2-uxer-s-guide-to-magic-rag\/\" title=\"\">Part\uff12<\/a>\u30fb<a href=\"https:\/\/uxdaystokyo.com\/articles\/escape-from-the-figma-titanic-part-3-magic-rag-registry\/\" title=\"\">Part\uff13<\/a>\u30fb<a href=\"https:\/\/uxdaystokyo.com\/articles\/escape-from-the-figma-titanic-part-4-magic-rag-registry\/\" title=\"\">Part\uff14<\/a><br>\u5143\u306e\u8a18\u4e8b\u300c<a href=\"https:\/\/www.uxforai.com\/p\/ux-abides-how-to-create-a-rag-centered-process-that-really-pulls-your-ai-product-together\">https:\/\/www.uxforai.com\/p\/ux-abides-how-to-create-a-rag-centered-process-that-really-pulls-your-ai-product-together<\/a><\/p>\n\n\n<div class=\"wp-block-aioseo-table-of-contents\"><ul><li><a class=\"aioseo-toc-item\" href=\"#aioseo-rag\u304c\u7d44\u7e54\u3068\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u4e00\u3064\u306b\u3059\u308b\u30d7\u30ed\u30bb\u30b9\">\u300cRAG\u300d\u304c\u7d44\u7e54\u3068\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u3072\u3068\u3064\u306b\u3059\u308b\u2500\u2500\u5206\u65ad\u3092\u8d85\u3048\u308bAI\u30d7\u30ed\u30bb\u30b9<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u73fe\u72b6\u5206\u6790the-big-l-shop\u306e\u4e0d\u5b89\u5b9a\u306aai\u691c\u7d22\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\">\u73fe\u72b6\u5206\u6790\uff1a\u5d29\u308c\u3086\u304fAI\u691c\u7d22\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/a><ul><\/ul><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-ux\u30c7\u30b6\u30a4\u30ca\u30fc\u306e\u767b\u5834rag\u3092\u4e2d\u6838\u3068\u3057\u305f\u30c1\u30fc\u30e0\u30ea\u30fc\u30c0\u30fc\">UX\u30c7\u30b6\u30a4\u30ca\u30fc\u304c\u30ea\u30fc\u30c0\u30fc\u3068\u306a\u308b\u7406\u7531\uff1aRAG\u3092\u8ef8\u306b\u7d71\u7387\u305b\u3088<\/a><ul><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u63d0\u6848rag\u5171\u540c\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u5c0e\u5165\u305b\u3088\">\u63d0\u6848\uff1aRAG\u5171\u540c\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u5c0e\u5165\u305b\u3088<\/a><ul><\/ul><\/li><\/ul><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u5b9f\u969b\u306e30\u5206-rag-\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u6d41\u308cbig-l\u30b7\u30e7\u30c3\u30d7\u306e\u4f8b\">\u5b9f\u4f8b\uff1aBig L\u30b7\u30e7\u30c3\u30d7\u306e30\u5206RAG\u30bb\u30c3\u30b7\u30e7\u30f3<\/a><ul><\/ul><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u5b9f\u8df5\u306e\u30d2\u30f3\u30c8ai\u30d7\u30ed\u30c0\u30af\u30c8\u306b-ux-\u304c\u95a2\u308f\u308b\u305f\u3081\u306b\">\u5b9f\u8df5\u306e\u30d2\u30f3\u30c8\uff1aUX\u304c\u4e3b\u5c0e\u3059\u308bAI\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u4f5c\u308a\u65b9<\/a><ul><\/ul><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u3054\u6848\u5185\">\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u3054\u6848\u5185<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u95a2\u9023\u8a18\u4e8b\">\u95a2\u9023\u8a18\u4e8b<\/a><\/li><\/ul><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-rag\u304c\u7d44\u7e54\u3068\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u4e00\u3064\u306b\u3059\u308b\u30d7\u30ed\u30bb\u30b9\">\u300cRAG\u300d\u304c\u7d44\u7e54\u3068\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u3072\u3068\u3064\u306b\u3059\u308b\u2500\u2500\u5206\u65ad\u3092\u8d85\u3048\u308bAI\u30d7\u30ed\u30bb\u30b9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u300eUX for AI\u300f\u306e\u8457\u8005\u30b0\u30ec\u30c3\u30b0\u30fb\u30cc\u30fc\u30c7\u30eb\u30de\u30f3\u6c0f\u306f\u8a00\u3044\u307e\u3059\u3002<br><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/retrieval-augmented-generation\/\" title=\"\">RAG\uff08Retrieval-Augmented Generation\uff09<\/a>\u3092AI\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u4e2d\u6838\u306b\u636e\u3048\u308c\u3070\u3001\u30c1\u30fc\u30e0\u306e\u30b5\u30a4\u30ed\u3092\u6253\u3061\u7834\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u201c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u9032\u5316\u3055\u305b\u308b\u201d\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br>\u672c\u7a3f\u3067\u306f\u3001\u305d\u306e\u5177\u4f53\u7684\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u89e3\u6c7a\u30d7\u30ed\u30bb\u30b9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u73fe\u72b6\u5206\u6790the-big-l-shop\u306e\u4e0d\u5b89\u5b9a\u306aai\u691c\u7d22\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\">\u73fe\u72b6\u5206\u6790\uff1a\u5d29\u308c\u3086\u304fAI\u691c\u7d22\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u3067\u3059\u304c\u3001Big L\u30b7\u30e7\u30c3\u30d7\u304c\u3001RAG\u3092\u6d3b\u7528\u3057\u305fAI\u691c\u7d22\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u5c0e\u5165\u3057\u305f\u3068\u3057\u307e\u3059\u3002<br>\u30ed\u30fc\u30f3\u30c1\u521d\u65e5\u306f\u7d4c\u55b6\u9663\u304c\u62cd\u624b\u559d\u91c7\u3002\u3057\u304b\u3057\u3001\u308f\u305a\u304b2\u9031\u9593\u3067\u8ab2\u984c\u304c\u5674\u51fa\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9867\u5ba2:<\/strong> \u300c\u201c\u304a\u5024\u6253\u3061\u306e\u8d64\u3044\u30e9\u30f3\u30cb\u30f3\u30b0\u30b7\u30e5\u30fc\u30ba\u201d\u3063\u3066\u5165\u308c\u305f\u3089\u3001300\u30c9\u30eb\u306e\u30b9\u30cb\u30fc\u30ab\u30fc\u51fa\u3066\u304d\u305f\u3093\u3060\u3051\u3069\uff1f\u300d<\/li>\n\n\n\n<li><strong>\u30b5\u30dd\u30fc\u30c8:<\/strong> \u300c\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u304c\u8ffd\u3044\u3064\u304d\u307e\u305b\u3093\u2026\u300d<\/li>\n\n\n\n<li><strong>\u55b6\u696d:<\/strong> \u300c\u8cfc\u8cb7\u610f\u6b32\u306e\u9ad8\u3044\u9867\u5ba2\u3092\u9003\u3057\u3066\u308b\uff01\u300d<\/li>\n\n\n\n<li><strong>\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0:<\/strong> \u300c\u518d\u73fe\u624b\u9806\u304c\u4e0d\u660e\u3067\u3001\u4fee\u6b63\u3082\u9032\u307e\u306a\u3044\u2026\u300d<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5404\u90e8\u7f72\u304c\u305d\u308c\u305e\u308c\u306b\u30c7\u30fc\u30bf\u3092\u6301\u3061\u306a\u304c\u3089\u3001\u5168\u4f53\u3092\u4fef\u77b0\u3067\u304d\u308b\u4eba\u304c\u3044\u306a\u3044\u3002<br>\u307e\u3055\u306b\u5178\u578b\u7684\u306a<strong>\u30b5\u30a4\u30ed\u5316\uff08\u90e8\u9580\u5206\u65ad\uff09<\/strong>\u306e\u72b6\u614b\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u767b\u5834\u4eba\u7269\u305f\u3061\">\u767b\u5834\u4eba\u7269\uff1a\u305d\u308c\u305e\u308c\u304c\u6301\u3064\u5c02\u9580\u6027\u3092\u201c\u3064\u306a\u3050\u201d\u5f79\u5272<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3046\u3057\u305f\u72b6\u6cc1\u3067\u95a2\u308f\u308b\u5178\u578b\u7684\u306a\u5f79\u5272\u306f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>UX\u30ea\u30fc\u30c9<\/strong>\uff1a\u30e6\u30fc\u30b6\u30fc\u306e\u58f0\u3092\u4ee3\u5f01\u3057\u3001\u30c1\u30fc\u30e0\u306e\u7126\u70b9\u3092\u300c\u9867\u5ba2\u306e\u6210\u529f\u300d\u3078\u5408\u308f\u305b\u308b<\/li>\n\n\n\n<li><strong>AI\uff0f\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/strong>\uff1a\u30d7\u30ed\u30f3\u30d7\u30c8\u3084retrieval rules\u3001grounding docs\u3092\u5373\u6642\u8abf\u6574<\/li>\n\n\n\n<li><strong>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8<\/strong>\uff1a\u30e6\u30fc\u30b6\u30fc\u306e\u75db\u70b9\u3068\u751f\u306e\u8a00\u8449\u3092\u5171\u6709<\/li>\n\n\n\n<li><strong>\u30bb\u30fc\u30eb\u30b9\uff0f\u30d7\u30ed\u30c0\u30af\u30c8<\/strong>\uff1a\u4fee\u6b63\u306e\u53ce\u76ca\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u898b\u7a4d\u3082\u308b<\/li>\n\n\n\n<li><strong>QA\uff08\u30c6\u30b9\u30c8\uff09<\/strong>\uff1a\u30e9\u30a4\u30d6\u4fee\u6b63\u3092\u81ea\u52d5\u30c6\u30b9\u30c8\u5316\u3057\u3001\u54c1\u8cea\u3092\u7dad\u6301<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u203b\u4f1a\u8b70\u306f5\u301c6\u4eba\u306b\u9650\u5b9a\u3002\u95a2\u4fc2\u8005\u4ee5\u5916\u306f\u9332\u753b\u3092\u8996\u8074\u3059\u308b\u3060\u3051<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u3082\u305f\u3089\u3059\u30e1\u30ea\u30c3\u30c8\">\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u5a01\u529b<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4fee\u6b63\u671f\u9593\u3092**\u300c\u6570\u9031\u9593\u300d\u2192\u300c\u6570\u6642\u9593\u300d**\u306b\u77ed\u7e2e<\/li>\n\n\n\n<li>\u30b5\u30dd\u30fc\u30c8\u3068\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u540c\u3058\u753b\u9762\u3067\u8ab2\u984c\u5171\u6709\u3057\u3001\u30b5\u30a4\u30ed\u3092\u89e3\u6d88<\/li>\n\n\n\n<li>\u30e6\u30fc\u30b6\u30fc\u306e\u4e0d\u6e80\u3092\u305d\u306e\u5834\u3067\u30e2\u30c7\u30eb\u6539\u5584\u306b\u53cd\u6620<\/li>\n\n\n\n<li>\u30c1\u30fc\u30e0\u304c\u300c\u30e6\u30fc\u30b6\u30fc\u4e2d\u5fc3\u601d\u8003\u300d\u3092\u81ea\u7136\u3068\u5171\u6709\u3059\u308b\u6587\u5316\u3092\u5f62\u6210<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-ux\u30c7\u30b6\u30a4\u30ca\u30fc\u306e\u767b\u5834rag\u3092\u4e2d\u6838\u3068\u3057\u305f\u30c1\u30fc\u30e0\u30ea\u30fc\u30c0\u30fc\">UX\u30c7\u30b6\u30a4\u30ca\u30fc\u304c\u30ea\u30fc\u30c0\u30fc\u3068\u306a\u308b\u7406\u7531\uff1aRAG\u3092\u8ef8\u306b\u7d71\u7387\u305b\u3088<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">UX\u306f\u3001\u3042\u3089\u3086\u308b\u9818\u57df\u306e\u77e5\u3092\u675f\u306d\u308b<strong>\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u89e6\u5a92<\/strong>\u3067\u3059\u3002<br>\u512a\u308c\u305fUX\u30ea\u30fc\u30c0\u30fc\u306f\u3001\u7684\u78ba\u306a\u554f\u3044\u3067\u5c02\u9580\u77e5\u3092\u5f15\u304d\u51fa\u3057\u3001\u30c1\u30fc\u30e0\u3092\u6a2a\u65ad\u7684\u306b\u9023\u643a\u3055\u305b\u308b\u3002<br>\u3086\u3048\u306b\u3001RAG\u3092\u4e2d\u5fc3\u306b\u30c1\u30fc\u30e0\u3092\u7d71\u7387\u3057\u3001\u9867\u5ba2\u8ab2\u984c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u89e3\u6c7a\u3059\u308b\u306e\u306f\u3001UX\u30ea\u30fc\u30c0\u30fc\u304c\u6700\u9069\u306a\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\u63d0\u6848rag\u5171\u540c\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u5c0e\u5165\u305b\u3088\">\u63d0\u6848\uff1aRAG\u5171\u540c\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u5c0e\u5165\u305b\u3088<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u975e\u540c\u671f\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u7981\u6b62<\/strong>\uff1aSlack\u3067\u306f\u306a\u304f\u3001\u90311\u56de30\u5206\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u8a2d\u5b9a<\/li>\n\n\n\n<li><strong>\u5171\u901a\u30ad\u30e3\u30f3\u30d0\u30b9<\/strong>\uff1aFigJam\u4e0a\u3067\u8ab2\u984c\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u51fa\u529b\u3092\u7ba1\u7406<\/li>\n\n\n\n<li><strong>\u5373\u6642\u5b9f\u884c<\/strong>\uff1a\u305d\u306e\u5834\u3067\u5931\u6557\u30af\u30a8\u30ea\u3092\u518d\u73fe \u2192 \u4fee\u6b63 \u2192 \u30c6\u30b9\u30c8 \u2192 \u30ea\u30ea\u30fc\u30b9<\/li>\n\n\n\n<li><strong>\u7121\u99c4\u3092\u7701\u304f<\/strong>\uff1aJira\u30c1\u30b1\u30c3\u30c8\u306f\u4e0d\u8981\u3002\u6539\u5584\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53cd\u6620\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u5354\u8abf\u578brag\u30bb\u30c3\u30b7\u30e7\u30f3-\u6b21\u4e16\u4ee3\u306e\u30d6\u30ec\u30a4\u30af\u30b9\u30eb\u30fc\"><strong>RAG\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u751f\u3080\u30d6\u30ec\u30a4\u30af\u30b9\u30eb\u30fc<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u30c9\u30ea\u30d6\u30f3\u30d7\u30ed\u30c0\u30af\u30c8\u306f\u300c\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u3067\u306f\u306a\u304f\u300c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u300d\u3055\u308c\u307e\u3059\u3002<br>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3059\u3089\u3001\u5275\u9020\u7684\u306a\u5fdc\u7b54\u3092\u751f\u3080\u4f59\u5730\u304c\u3042\u308b\u3002\uff08\u3069\u306e\u7a0b\u5ea6\u306e\u300c\u5275\u9020\u6027\u300d\u304c\u8a31\u5bb9\u3055\u308c\u308b\u304b\u306f\u3001<a href=\"https:\/\/www.uxforai.com\/p\/ai-accuracy-bullsht-heres-ux-must-part-1\" title=\"\u300cValue Matrix\u300d\">\u300cValue Matrix\u300d<\/a>\u3092\u4f7f\u3063\u3066\u7b97\u51fa\u53ef\u80fd\uff09<br>\u3053\u306e\u67d4\u8edf\u6027\u3053\u305d\u304cAI\u306e\u5f37\u307f\u3067\u3042\u308a\u3001<strong>\u5f93\u6765\u6570\u30f6\u6708\u304b\u304b\u3063\u305f\u6539\u5584\u3092\u3001\u6570\u5206\u3067\u5b9f\u73fe\u3067\u304d\u308b\u6642\u4ee3<\/strong>\u304c\u6765\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>RAG\u306e\u4fee\u6b63\u306fSDLC\u3067\u306f\u306a\u3044<\/strong>\uff1a\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u57fa\u790e\u6587\u66f8\u306e\u66f4\u65b0\u306f\u5373\u53cd\u6620\u53ef\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u900f\u660e\u6027\u306e\u78ba\u4fdd<\/strong>\uff1a\u30b5\u30dd\u30fc\u30c8\u90e8\u9580\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067retriever\u66f4\u65b0\u3092\u78ba\u8a8d\u3067\u304d\u308b\u3002<\/li>\n\n\n\n<li><strong>1\u56de\u306e\u901a\u8a71\u3067\u5b8c\u7d50\u3059\u308b\u6539\u5584\u30b5\u30a4\u30af\u30eb<\/strong>\uff1a<\/li>\n\n\n\n<li>\u3000\u30e6\u30fc\u30b6\u30fc\u304c\u4e0d\u6e80\u3092\u5831\u544a \u2192 UX\u304c\u6574\u7406 \u2192 \u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u4fee\u6b63 \u2192 QA\u304c\u691c\u8a3c \u2192 \u30bb\u30fc\u30eb\u30b9\u304c\u6210\u679c\u3092\u78ba\u8a8d\u3002\u5b8c\u4e86\uff01<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u5b9f\u969b\u306e30\u5206-rag-\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u6d41\u308cbig-l\u30b7\u30e7\u30c3\u30d7\u306e\u4f8b\">\u5b9f\u4f8b\uff1aBig L\u30b7\u30e7\u30c3\u30d7\u306e30\u5206RAG\u30bb\u30c3\u30b7\u30e7\u30f3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c1\u30fc\u30e0\u6a2a\u65ad\u7684\u306a\u5354\u50cd\u306b\u3088\u308a\u3001AI\u691c\u7d22\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u8ab2\u984c\u309230\u5206\u3067\u89e3\u6c7a\u3059\u308b\u5b9f\u8df5\u7684\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002AI\u3092\u53d6\u308a\u5165\u308c\u305f\u30d7\u30ed\u30bb\u30b9\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u306f\u3001\u8fc5\u901f\u306a\u30af\u30ed\u30b9\u30d5\u30a1\u30f3\u30af\u30b7\u30e7\u30ca\u30eb\u306aAI\u4f5c\u696d\u306b\u6700\u9069\u306a\u9752\u5199\u771f\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6642\u9593<\/th><th>\u5185\u5bb9<\/th><\/tr><\/thead><tbody><tr><td>00:00<\/td><td>UX\u304c\u5931\u6557\u30af\u30a8\u30ea\u3092\u518d\u73fe\uff08\u4f8b\uff1a&#8221;affordable red running shoes&#8221;\uff09<\/td><\/tr><tr><td>05:00<\/td><td>\u30d6\u30ec\u30b9\u30c8 \u2192 \u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30d7\u30ed\u30f3\u30d7\u30c8\u4fee\u6b63<\/td><\/tr><tr><td>12:00<\/td><td>\u6539\u5584\u5f8c\u3092\u30c6\u30b9\u30c8\u3057\u3001\u51fa\u529b\u3092\u78ba\u8a8d<\/td><\/tr><tr><td>18:00<\/td><td>\u30b5\u30dd\u30fc\u30c8\u304c\u8a18\u9332\u3001QA\u304c\u81ea\u52d5\u30c6\u30b9\u30c8\u5316<\/td><\/tr><tr><td>25:00<\/td><td>\u30bb\u30fc\u30eb\u30b9\u304c\u96e2\u8131\u7387\u3078\u306e\u5f71\u97ff\u3092\u6e2c\u5b9a<\/td><\/tr><tr><td>30:00<\/td><td>\u6210\u679c\u3092\u5171\u6709\u3057\u3001\u6539\u5584\u3092\u5373\u30ea\u30ea\u30fc\u30b9<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u306e\u65e5\u306e\u5348\u5f8c\u306b\u306f\u30ea\u30ea\u30fc\u30b9\u30ce\u30fc\u30c8\u304c\u516c\u958b\u3055\u308c\u3001\u91d1\u66dc\u306b\u306f\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u304c\u4e0a\u6607\u3002<br><strong>UX\u4e3b\u5c0e\u306eRAG\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u3001\u30c1\u30fc\u30e0\u5168\u4f53\u3092\u4e00\u3064\u306b\u307e\u3068\u3081\u305f\u77ac\u9593<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u30d6\u30e9\u30f3\u30c9\u3068\u30d7\u30ed\u30c0\u30af\u30c8\u306b\u4e0e\u3048\u308b\u5f71\u97ff\">\u30d6\u30e9\u30f3\u30c9\u3068\u30d7\u30ed\u30c0\u30af\u30c8\u306b\u4e0e\u3048\u308b\u30a4\u30f3\u30d1\u30af\u30c8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">UX\u306f \u201c\u753b\u9762\u3092\u304d\u308c\u3044\u306b\u3059\u308b\u3053\u3068\u201d \u4ee5\u4e0a\u306e\u4ed5\u4e8b\u3067\u3059\u3002<br>\u9867\u5ba2\u306e\u58f0\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u76ee\u6a19\u3001AI\u6280\u8853\u3092\u7d71\u5408\u3057\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u201c\u751f\u304d\u305f\u4f53\u9a13\u201d\u3078\u3068\u5c0e\u304f\u3053\u3068\u3053\u305d\u4f7f\u547d\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u53d6\u308a\u5165\u308c\u308c\u3070\u2500\u2500<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u958b\u767a\u30b5\u30a4\u30af\u30eb\u304c\u5727\u5012\u7684\u306b\u901f\u304f\u306a\u308b<\/li>\n\n\n\n<li>\u30e6\u30fc\u30b6\u30fc\u306e\u4e0d\u6e80\u304c\u5b66\u7fd2\u8cc7\u6e90\u306b\u5909\u308f\u308b<\/li>\n\n\n\n<li>\u90e8\u9580\u3092\u8d85\u3048\u305f\u5354\u50cd\u304c\u6a19\u6e96\u5316\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d50\u679c\u3068\u3057\u3066\u3001<strong>\u9867\u5ba2\u6e80\u8db3\u5ea6\u3068\u30d6\u30e9\u30f3\u30c9\u4fe1\u983c\u304c\u3068\u3082\u306b\u5411\u4e0a<\/strong>\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u5b9f\u8df5\u306e\u30d2\u30f3\u30c8ai\u30d7\u30ed\u30c0\u30af\u30c8\u306b-ux-\u304c\u95a2\u308f\u308b\u305f\u3081\u306b\">\u5b9f\u8df5\u306e\u30d2\u30f3\u30c8\uff1aUX\u304c\u4e3b\u5c0e\u3059\u308bAI\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u4f5c\u308a\u65b9<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AG\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3001grounding docs\u306e\u904b\u7528\u3092UX\u306e\u7bc4\u56f2\u306b\u7d44\u307f\u8fbc\u3080<\/li>\n\n\n\n<li>\u554f\u984c\u3084\u5931\u6557\u30af\u30a8\u30ea\u3092\u30c1\u30fc\u30e0\u5168\u54e1\u304c\u898b\u3048\u308b\u5316<\/li>\n\n\n\n<li>\u5b9a\u671f\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u5c0f\u3055\u306a\u6539\u5584\u3092\u5373\u53cd\u6620<\/li>\n\n\n\n<li>\u30b5\u30dd\u30fc\u30c8\u3001\u30bb\u30fc\u30eb\u30b9\u3001QA\u3092\u5dfb\u304d\u8fbc\u307f\u3001<strong>\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30eb\u30fc\u30d7\u3092\u9589\u3058\u308b<\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u307e\u3068\u3081\">\u7d50\u8ad6\uff1aRAG\u306f\u3001UX\u3092\u518d\u3073\u201c\u7d44\u7e54\u306e\u4e2d\u5fc3\u201d\u3078\u623b\u3059<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u6210\u529f\u306b\u306f\u3001UX\u30fb\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u7d71\u5408\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<br>\u305d\u306e\u4e2d\u6838\u306b\u3042\u308b\u306e\u304c\u3001RAG\u3092\u6d3b\u7528\u3057\u305f\u5171\u540c\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">UX\u30c7\u30b6\u30a4\u30ca\u30fc\u3068PdM\u304c\u76ee\u6307\u3059\u3079\u304d\u3053\u3068\u306f\u660e\u78ba\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b5\u30a4\u30ed\u3092\u58ca\u3059<\/li>\n\n\n\n<li>\u30e6\u30fc\u30b6\u30fc\u306e\u58f0\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53d6\u308a\u8fbc\u3080<\/li>\n\n\n\n<li>\u6539\u5584\u3092\u5373\u6642\u306b\u884c\u3044\u3001\u30d6\u30e9\u30f3\u30c9\u4fe1\u983c\u3092\u9ad8\u3081\u308b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u6587\u5316\u3068\u3057\u3066\u6839\u3065\u304b\u305b\u308c\u3070\u3001AI\u30d7\u30ed\u30c0\u30af\u30c8\u306f\u300c\u6a5f\u80fd\u306e\u96c6\u5408\u4f53\u300d\u3067\u306f\u306a\u304f\u3001<br>**\u30e6\u30fc\u30b6\u30fc\u3068\u30d6\u30e9\u30f3\u30c9\u3092\u3064\u306a\u3050\u201c\u751f\u304d\u305f\u4f53\u9a13\u201d**\u3078\u3068\u9032\u5316\u3059\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u3054\u6848\u5185\">\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u3054\u6848\u5185<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/uxforai.uxdaystokyo.com\/\">2025\u5e7411\u670815\u65e5\u300cAI\u3068\u5171\u5275\u3059\u308b\u6b21\u4e16\u4ee3\u30d7\u30ed\u30c0\u30af\u30c8\u30c7\u30b6\u30a4\u30f3\u300d<\/a>\u306e\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3092\u65e5\u672c\u521d\u3067\u958b\u50ac\u3057\u307e\u3059\u3002\u66f8\u7c4d\u3084\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3067\u306f\u3001RAG\uff08Retrieval-Augmented Generation\uff09\u3092\u6d3b\u7528\u3057\u305fAI\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u624b\u6cd5\u3092UX\u30c7\u30b6\u30a4\u30ca\u30fc\u8996\u70b9\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8cb4\u91cd\u306a\u6a5f\u4f1a\u3092\u5229\u7528\u3057\u3066\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u3057\u307e\u3057\u3087\u3046\u3002\u73fe\u5834\u3067\u4f7f\u3046\u3001\u771f\u306eUX\u30c7\u30b6\u30a4\u30f3\u3092AI\u3067\u5b9f\u73fe\u3055\u305b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/uxforai2-1024x576.png\" alt=\"\" class=\"wp-image-34731\" srcset=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/uxforai2-1024x576.png 1024w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/uxforai2-300x169.png 300w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/uxforai2-768x432.png 768w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/uxforai2-1536x864.png 1536w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/uxforai2.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uff1e\uff1e<a href=\"https:\/\/uxforai.uxdaystokyo.com\/\">2025\u5e7411\u670815\u65e5\u300cAI\u3068\u5171\u5275\u3059\u308b\u6b21\u4e16\u4ee3\u30d7\u30ed\u30c0\u30af\u30c8\u30c7\u30b6\u30a4\u30f3\u300d<\/a>\u306e\u7279\u8a2d\u30da\u30fc\u30b8\u3067\u304a\u7533\u3057\u8fbc\u307f\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u95a2\u9023\u8a18\u4e8b\">\u95a2\u9023\u8a18\u4e8b<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><a href=\"https:\/\/uxdaystokyo.com\/articles\/ux-abides-how-to-create-a-rag-centered-process-that-really-pulls-your-ai-product-together\/\" title=\"\">RAG\u4e2d\u5fc3\u30d7\u30ed\u30bb\u30b9\u306f\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u307e\u3068\u3081\u308b<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/uxdaystokyo.com\/articles\/escape-from-the-figma-titanic-part-2-uxer-s-guide-to-magic-rag\/\" title=\"\">LLM\u3092\u6d3b\u304b\u3059RAG\u6d3b\u7528\u6cd5<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/uxdaystokyo.com\/articles\/escape-from-the-figma-titanic-part-3-magic-rag-registry\/\" title=\"\">RAG\u30ec\u30b8\u30b9\u30c8\u30ea\uff1aAI\u306e\u79d8\u5bc6\u306e\u98df\u6750\u5eab<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/uxdaystokyo.com\/articles\/escape-from-the-figma-titanic-part-4-magic-rag-registry\/\" title=\"\">RAG\u3067\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u6271\u3044\u65b9<\/a><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>RAG\u4e2d\u5fc3\u30d7\u30ed\u30bb\u30b9\u304c\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u7d44\u7e54\u3092\u307e\u3068\u3081\u308b\uff01 UX for AI \u306e \u30b0\u30ec\u30c3\u30b0\u30fb\u30cc\u30fc\u30c7\u30eb\u30de\u30f3 \u6c0f\u306f\u3001RAG\u3092\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u4e2d\u5fc3\u306b\u636e\u3048\u308b\u3053\u3068\u3067\u3001\u30c1\u30fc\u30e0\u306e\u30b5\u30a4\u30ed\u5316\u3092\u89e3\u6d88\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u7d20\u65e9\u304f\u6539\u5584\u3067\u304d\u308b\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5178\u578b\u7684\u306a\u554f [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":35350,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[556,513],"tags":[],"viewpoint":[469],"user_type":[472],"contents_type":[],"uxdaystokyo":[],"class_list":["post-34462","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-technology","viewpoint-use-ux","user_type-designer"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO Pro 4.9.9 - aioseo.com -->\n\t<meta name=\"description\" content=\"UX\u30c7\u30b6\u30a4\u30ca\u30fc\u304cRAG\uff08Retrieval-Augmented 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