{"id":34807,"date":"2025-09-10T17:08:00","date_gmt":"2025-09-10T08:08:00","guid":{"rendered":"https:\/\/uxdaystokyo.com\/articles\/?p=34807"},"modified":"2025-10-30T17:01:12","modified_gmt":"2025-10-30T08:01:12","slug":"escape-from-the-figma-titanic-part-3-magic-rag-registry","status":"publish","type":"post","link":"https:\/\/uxdaystokyo.com\/articles\/escape-from-the-figma-titanic-part-3-magic-rag-registry\/","title":{"rendered":"\u300cRAG\u3092\u64cd\u308b\u6d77\u8cca\u305f\u3061\u300d\u2500\u2500AI\u51fa\u529b\u3092\u81ea\u5728\u306b\u6f14\u51fa\u3059\u308b\u30ec\u30b9\u30dd\u30f3\u30b9\u30fb\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u8853"},"content":{"rendered":"\n<p class=\"is-style-sme-alert-remark wp-block-paragraph\">\u751f\u6210AI\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305fUX\u30d0\u30fc\u30b8\u30e7\u30f3\u300c\u30df\u30b6\u30f3\u30fb\u30d7\u30e9\u30b9\uff08\u6599\u7406\u306e\u6e96\u5099\uff09\u300d\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u4ee3\u66ff\u60c5\u5831\u3092\u52b9\u7387\u7684\u306b\u6574\u7406\u3059\u308b\u305f\u3081\u306e\u30b7\u30f3\u30d7\u30eb\u304b\u3064\u5b9f\u7528\u7684\u306aRAG\u30ec\u30b8\u30b9\u30c8\u30ea\u306e\u4f5c\u6210\u65b9\u6cd5\u3092\u3001\u5206\u304b\u308a\u3084\u3059\u304f\u3054\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059\u3002<br><a href=\"https:\/\/uxdaystokyo.com\/articles\/ux-abides-how-to-create-a-rag-centered-process-that-really-pulls-your-ai-product-together\/\" title=\"\">Part\uff11<\/a>\u30fb<a href=\"https:\/\/uxdaystokyo.com\/articles\/escape-from-the-figma-titanic-part-2-uxer-s-guide-to-magic-rag\/\" title=\"\">Part\uff12<\/a>\u30fbPart\uff13\u30fb<a href=\"https:\/\/uxdaystokyo.com\/articles\/escape-from-the-figma-titanic-part-4-magic-rag-registry\/\" title=\"\">Part\uff14<\/a><br>\u539f\u6587\uff1a<a href=\"https:\/\/www.uxforai.com\/p\/escape-from-the-figma-titanic-part-3-magic-rag-registry\"><em>https:\/\/www.uxforai.com\/p\/escape-from-the-figma-titanic-part-3-magic-rag-registry<\/em><\/a><\/p>\n\n\n<div class=\"wp-block-aioseo-table-of-contents\"><ul><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u306f\u3058\u3081\u306bmagic-rag\u3068\u306f\">\u306f\u3058\u3081\u306b\uff1aMagic RAG\u3068\u306f<\/a><ul><\/ul><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-rag\u30ec\u30b8\u30b9\u30c8\u30ea\u3068\u306f\u4f55\u304b\">RAG\u30ec\u30b8\u30b9\u30c8\u30ea\u3068\u306f\u4f55\u304b\uff1f<\/a><ul><li><a class=\"aioseo-toc-item\" href=\"#aioseo-rag\u30d5\u30a1\u30a4\u30eb\u3068\u30ec\u30b8\u30b9\u30c8\u30ea\u306e\u9023\u643a\u65b9\u6cd5\">RAG\u3068\u30ec\u30b8\u30b9\u30c8\u30ea\u306e\u9023\u643a\u65b9\u6cd5<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f8b\">\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f8b<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u6b21\u56de\u4e88\u544a\">\u6b21\u56de\u4e88\u544a<\/a><\/li><\/ul><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u95a2\u9023\u8a18\u4e8b\">\u95a2\u9023\u8a18\u4e8b<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u6700\u8fd1\u306e\u6295\u7a3f\">AI\u306b\u95a2\u3059\u308b\u6295\u7a3f<\/a><\/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-\u52d5\u753b\u3067\u8a18\u4e8b\u306e\u5185\u5bb9\u3092\u5b66\u3076\">\u52d5\u753b\u3067\u8a18\u4e8b\u306e\u5185\u5bb9\u3092\u5b66\u3076<\/a><\/li><\/ul><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u306f\u3058\u3081\u306bmagic-rag\u3068\u306f\">\u306f\u3058\u3081\u306b\uff1aMagic RAG\u3068\u306f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u56de\u306e\u30d1\u30fc\u30c8\u3067\u306f\u3001<strong>Magic RAG\u30d5\u30a1\u30a4\u30eb<\/strong>\u306e\u57fa\u672c\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<br>\u3053\u308c\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084LLM\u99c6\u52d5\u578b\u30a2\u30d7\u30ea\u306b\u3001\u6b63\u78ba\u3067\u30bf\u30a4\u30e0\u30ea\u30fc\u306aUX\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f9b\u7d66\u3059\u308b\u305f\u3081\u306e\u300c\u69cb\u9020\u5316\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306f\u305d\u3053\u304b\u3089\u4e00\u6b69\u9032\u307f\u3001<strong>\u300c\u30ec\u30b8\u30b9\u30c8\u30ea\uff08Registry\uff09\u300d\u3068\u3044\u3046\u65b0\u3057\u3044\u6982\u5ff5<\/strong>\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002<br>\u3053\u308c\u306b\u3088\u308a\u3001Magic RAG\u306f\u521d\u5fc3\u8005\u5411\u3051\u306e\u30c4\u30fc\u30eb\u304b\u3089\u3001\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u304c\u4f7f\u3048\u308b<strong>\u5b9f\u8df5\u7684\u306a\u4ed5\u7d44\u307f<\/strong>\u3078\u3068\u9032\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30e1\u30fc\u30b8\u3068\u3057\u3066\u306f\u3001**\u300c\u30b3\u30fc\u30c9\u3067\u306f\u306a\u304f\u8a00\u8449\u3067\u66f8\u304f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u300d**\u306e\u3088\u3046\u306a\u3082\u306e\u3002<br>\u5c02\u9580\u7684\u3059\u304e\u305a\u3001UX\u30c7\u30b6\u30a4\u30ca\u30fc\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3067\u3082\u76f4\u611f\u7684\u306b\u6271\u3048\u308b\u306e\u304c\u7279\u9577\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\u5b9f\u4f8b\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u5bfe\u5fdc\u306e\u30bf\u30a4\u6599\u7406\u3092\u4f5c\u308b\">\u5b9f\u4f8b\uff1a\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u5bfe\u5fdc\u306e\u30bf\u30a4\u6599\u7406\u3092\u4f5c\u308b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u300c\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u300d<\/li>\n\n\n\n<li>\u300c\u7532\u6bbb\u985e\u30a2\u30ec\u30eb\u30ae\u30fc\u306a\u3093\u3067\u3059\u300d<\/li>\n\n\n\n<li>\u300cFigma\u306f\u3082\u3046\u4f7f\u3063\u3066\u3044\u307e\u305b\u3093\u300d<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306f\u3001Part2\u3067\u4f5c\u6210\u3057\u305f\u300cLife Copilot\u300d\u3092\u30d9\u30fc\u30b9\u306b\u3001<br>**\u300c\u30bf\u30a4\u6599\u7406\u3092\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u5bfe\u5fdc\u306b\u30a2\u30ec\u30f3\u30b8\u3059\u308b\u6a5f\u80fd\u300d**\u3092\u8ffd\u52a0\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b46\u8005\u306f\u30bf\u30a4\u6599\u7406\u304c\u5927\u597d\u304d\u3067\u3059\u304c\u3001\u30b0\u30eb\u30c6\u30f3\u306b\u654f\u611f\u306a\u305f\u3081\u300110\u5e74\u4ee5\u4e0a\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u751f\u6d3b\u3092\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002<br>\u4f8b\u3048\u3070\u3001\u4e00\u822c\u7684\u306a\u91a4\u6cb9\u306b\u306f\u5c0f\u9ea6\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u300c\u305f\u307e\u308a\u91a4\u6cb9\u300d\u3092\u4f7f\u3048\u3070\u4ee3\u7528\u53ef\u80fd\u3067\u3059\u3002<br>\u3057\u304b\u3057AI\u306b\u305d\u306e\u77e5\u8b58\u304c\u306a\u3051\u308c\u3070\u3001<strong>\u30b0\u30eb\u30c6\u30f3\u5165\u308a\u306e\u30d1\u30c3\u30bf\u30a4\u3092\u63d0\u6848<\/strong>\u3057\u3066\u3057\u307e\u3046\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u306f\u5358\u306a\u308b\u30ec\u30b7\u30d4\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001<strong>UX\u306e\u4fe1\u983c\u6027<\/strong>\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<br>\u98df\u4e8b\u5236\u9650\u3084\u30a2\u30ec\u30eb\u30ae\u30fc\u5bfe\u5fdc\u306e\u3088\u3046\u306a\u30b1\u30fc\u30b9\u3067\u306f\u3001\u5c0f\u3055\u306a\u8aa4\u308a\u304c<strong>\u5927\u304d\u306a\u4f53\u9a13\u306e\u4e0d\u4e00\u81f4<\/strong>\u3092\u751f\u3080\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-rag\u30ec\u30b8\u30b9\u30c8\u30ea\u3068\u306f\u4f55\u304b\">RAG\u30ec\u30b8\u30b9\u30c8\u30ea\u3068\u306f\u4f55\u304b\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u30ec\u30b8\u30b9\u30c8\u30ea\u3068\u306f\u3001<strong>\u518d\u5229\u7528\u53ef\u80fd\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u307e\u3068\u3081\u3066\u5171\u6709\u3067\u304d\u308b\u30ea\u30b9\u30c8<\/strong>\u306e\u3053\u3068\u3002<br>AI\u304c\u53c2\u7167\u3059\u308b\u3053\u3068\u3067\u3001\u6587\u8108\u306b\u5408\u3063\u305f\u5224\u65ad\u3084\u63d0\u6848\u3092\u884c\u3044\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u542b\u307e\u308c\u308b\u60c5\u5831\u306e\u4f8b\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u3088\u304f\u3042\u308b\u4ee3\u66ff\u6848<\/strong>\uff08\u98df\u6750\u3001UI\u30d1\u30bf\u30fc\u30f3\u3001\u5fdc\u7b54\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306a\u3069\uff09<\/li>\n\n\n\n<li><strong>\u6a19\u6e96\u8868\u73fe<\/strong>\uff08\u30c8\u30fc\u30f3\u3001\u6587\u4f53\u3001\u69cb\u9020\u30eb\u30fc\u30eb\u306a\u3069\uff09<\/li>\n\n\n\n<li><strong>\u691c\u7d22\u6027\u306e\u9ad8\u3044\u30e1\u30bf\u30c7\u30fc\u30bf<\/strong>\uff08\u30bf\u30b0\u3084\u5c5e\u6027\u3067\u306e\u5206\u985e\uff09<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u8981\u306a\u306e\u306f\u3001\u3053\u308c\u306f<strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3082\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u3082\u306a\u3044<\/strong>\u3068\u3044\u3046\u70b9\u3067\u3059\u3002<br>LLM\u304c\u76f4\u63a5\u8aad\u307f\u53d6\u308c\u308b<strong>\u30b7\u30f3\u30d7\u30eb\u306a\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb<\/strong>\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3068\u3048\u308b\u306a\u3089\u3001\u300c\u304a\u3070\u3042\u3061\u3083\u3093\u306e\u30ec\u30b7\u30d4\u30ab\u30fc\u30c9\u300d\u3002<br>\u5fc5\u8981\u306a\u3068\u304d\u306b\u3059\u3050\u53d6\u308a\u51fa\u305b\u3066\u3001\u5b9f\u7528\u7684\u3067\u3001\u3042\u305f\u305f\u304b\u307f\u306e\u3042\u308b\u201c\u77e5\u8b58\u306e\u30e1\u30e2\u201d\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-rag\u30ec\u30b8\u30b9\u30c8\u30ea\u4f8b\u30bf\u30a4\u6599\u7406\u306e\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u4ee3\u66ff\">RAG\u30ec\u30b8\u30b9\u30c8\u30ea\u306e\u5b9f\u4f8b\uff1a\u30bf\u30a4\u6599\u7406\u306e\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u5bfe\u5fdc<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u79c1\u305f\u3061\u304c\u4f5c\u696d\u7528\u30b3\u30d1\u30a4\u30ed\u30c3\u30c8\u3067\u4f7f\u7528\u3057\u305f\u30ec\u30b8\u30b9\u30c8\u30ea\u30d5\u30a1\u30a4\u30eb\u304c\u3042\u308a\u307e\u3059\u3002<br>\u3053\u308c\u306f\u3001https:\/\/gluten.org\/2021\/08\/15\/exploring-thai-cuisine-on-a-gluten-free-diet\/ \u304b\u3089\u306e\u6d1e\u5bdf\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u306e\u98df\u4e8b\u306b\u5408\u308f\u305b\u305f\u30bf\u30a4\u6599\u7406\u7528\u306e\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>https:\/\/gluten.org\/2021\/08\/15\/exploring-thai-cuisine-on-a-gluten-free-diet\/ \u304b\u3089\nRAG\u30ec\u30b8\u30b9\u30c8\u30ea\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002 \u6dfb\u4ed8\u3055\u308c\u305fRAG\u30d5\u30a1\u30a4\u30eb\u306e\u30ec\u30b7\u30d4\u3092\u5909\u66f4\u3057\u3066\u3001\n\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u6d88\u8cbb\u8005\u306b\u9069\u3057\u305f\u3082\u306e\u306b\u3059\u308b\u3088\u3046\u306b\u69cb\u7bc9\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \n\u3053\u306e\u65b0\u3057\u3044RAG\u30ec\u30b8\u30b9\u30c8\u30ea\u3092\u30c6\u30ad\u30b9\u30c8\u5f62\u5f0f\u3067\u4f5c\u6210\u3057\u3001JSON\u5f62\u5f0f\u3067\u306f\u306a\u304f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n \u7279\u5b9a\u306e\u6750\u6599\u306e\u4ee3\u66ff\u54c1\u3092\u542b\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u3088\u3046\u306b\u3001<strong>id\u30fb\u30ab\u30c6\u30b4\u30ea\u30fb\u63a8\u5968\u5185\u5bb9\u30fb\u6ce8\u610f\u70b9<\/strong>\u3092\u660e\u8a18\u3059\u308b\u3060\u3051\u3067\u3001<br>AI\u304c\u81ea\u52d5\u7684\u306b\u53c2\u7167\u3057\u3001\u6587\u8108\u306b\u5408\u308f\u305b\u305f\u7f6e\u304d\u63db\u3048\u3092\u884c\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>id: thai_gf_substitutions_v1\ntitle: \u30bf\u30a4\u6599\u7406\u306e\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u5bfe\u5fdc\u98df\u6750\u30ec\u30b8\u30b9\u30c8\u30ea\nsource: https:\/\/gluten.org\/2021\/08\/15\/exploring-thai-cuisine-on-a-gluten-free-diet\/\n\n---\n\nid: soy_sauce_sub\ncategory: \u8abf\u5473\u6599\nsummary: \u91a4\u6cb9\u306b\u306f\u5c0f\u9ea6\u304c\u542b\u307e\u308c\u308b\nrecommendation: \u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u8a8d\u8a3c\u6e08\u306e\u30bf\u30de\u30ea\u91a4\u6cb9\u3092\u4f7f\u3046\u3053\u3068\nnote: \u3059\u3079\u3066\u306e\u30bf\u30de\u30ea\u304c\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u3068\u306f\u9650\u3089\u306a\u3044\n\n---\n\nid: oyster_sauce_sub\ncategory: \u8abf\u5473\u6599\nsummary: \u30aa\u30a4\u30b9\u30bf\u30fc\u30bd\u30fc\u30b9\u306b\u5c0f\u9ea6\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308b\nrecommendation: \u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u8a8d\u8a3c\u6e08\u306e\u88fd\u54c1\u304b\u3001\u690e\u8338\u306e\u7092\u3081\u30bd\u30fc\u30b9\u3067\u4ee3\u7528\n\n---\n\nid: rice_noodles_check\ncategory: \u4e3b\u98df\nsummary: \u7c73\u9eba\u306f\u57fa\u672c\u7684\u306b\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u3060\u304c\u3001\u5305\u88c5\u3092\u78ba\u8a8d\u3059\u3079\u304d\nrecommendation: \u30d0\u30eb\u30af\u54c1\u306f\u907f\u3051\u3001\u8a8d\u8a3c\u30d6\u30e9\u30f3\u30c9\u3092\u9078\u3076\n\n---\n\nid: fish_sauce_safe\ncategory: \u8abf\u5473\u6599\nsummary: \u30ca\u30f3\u30d7\u30e9\u30fc\u306f\u4e00\u822c\u7684\u306b\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\nrecommendation: \u5c0f\u9ea6\u7531\u6765\u306e\u30ab\u30e9\u30e1\u30eb\u8272\u7d20\u304c\u542b\u307e\u308c\u308b\u5834\u5408\u304c\u3042\u308b\u306e\u3067\u3001\u8868\u793a\u3092\u78ba\u8a8d\n\n---\n\nid: sweet_chili_sauce_sub\ncategory: \u8abf\u5473\u6599\nsummary: \u5e02\u8ca9\u306e\u30b9\u30a4\u30fc\u30c8\u30c1\u30ea\u30bd\u30fc\u30b9\u306b\u5c0f\u9ea6\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308b\nrecommendation: \u81ea\u4f5c\u3059\u308b\u304b\u3001\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u88fd\u54c1\u3092\u9078\u3076<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-rag\u30d5\u30a1\u30a4\u30eb\u3068\u30ec\u30b8\u30b9\u30c8\u30ea\u306e\u9023\u643a\u65b9\u6cd5\">RAG\u3068\u30ec\u30b8\u30b9\u30c8\u30ea\u306e\u9023\u643a\u65b9\u6cd5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ec\u30b8\u30b9\u30c8\u30ea\u3092\u6709\u52b9\u306b\u4f7f\u3046\u306b\u306f\u3001\u5404RAG\u30d5\u30a1\u30a4\u30eb\u3067\u660e\u793a\u7684\u306b\u53c2\u7167\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br>\u305f\u3068\u3048\u3070\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u3092 <code>RAG_REGISTRY.txt<\/code> \u3068\u3057\u305f\u5834\u5408\u3001<br>RAG\u30d5\u30a1\u30a4\u30eb\u306e\u5192\u982d\u306b\u4ee5\u4e0b\u3092\u8ffd\u8a18\u3057\u307e\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f8b<\/li>\n<\/ul>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>REGISTRY: RAG_REGISTRY.txt<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u306f\u3001RAG\u30d5\u30a1\u30a4\u30eb\u300ctom-yum-goong-creamy.txt\u300d\u306e\u4e00\u90e8\u4f8b\u3067\u3059<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>REGISTRY: RAG_REGISTRY.txt\n\n\u4ee5\u4e0b\u306f\u3001RAG\u30d5\u30a1\u30a4\u30eb\u300ctom-yum-goong-creamy.txt\u300d\u306e\u4e00\u90e8\u4f8b\u3067\u3059\n\n# RAG DOCUMENT\nid: tom-yum-goong-creamy\ntitle: \u30af\u30ea\u30fc\u30df\u30fc\u30fb\u30c8\u30e0\u30e4\u30e0\u30af\u30f3\uff08\u0e15\u0e49\u0e21\u0e22\u0e33\u0e01\u0e38\u0e49\u0e07\u0e19\u0e49\u0e33\u0e02\u0e49\u0e19\uff09\ndescription: \u6d77\u8001\u30fb\u304d\u306e\u3053\u30fb\u30cf\u30fc\u30d6\u306e\u9999\u308b\u3001\u6fc3\u539a\u3067\u30af\u30ea\u30fc\u30df\u30fc\u306a\u30c8\u30e0\u30e4\u30e0\u30af\u30f3\ntags: \u30bf\u30a4\u6599\u7406, \u30b9\u30fc\u30d7, \u30b9\u30d1\u30a4\u30b7\u30fc, \u30af\u30ea\u30fc\u30df\u30fc, \u6d77\u9bae\n\n## INGREDIENTS\n- \u6c34 5\u30ab\u30c3\u30d7\n...<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3067\u6e96\u5099\u5b8c\u4e86\u3067\u3059\u3002\u3042\u3068\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f8b\">\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f8b<\/h3>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u306e\u30bf\u30a4\u98a8\u30b9\u30fc\u30d7\u30ec\u30b7\u30d4\u3092\u304f\u3060\u3055\u3044\u3002\n\n\u6dfb\u4ed8\u30d5\u30a1\u30a4\u30eb: \n[RAG_REGISTRY.txt] [tom-yum-goong-creamy.txt]<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5b9f\u884c\u3059\u308c\u3070\u3001AI\u304c\u81ea\u52d5\u7684\u306b\u30ec\u30b8\u30b9\u30c8\u30ea\u3092\u53c2\u7167\u3057\u3001\u30ec\u30b7\u30d4\u3092\u30b0\u30eb\u30c6\u30f3\u30d5\u30ea\u30fc\u5bfe\u5fdc\u306b\u5909\u63db\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\u6b21\u56de\u4e88\u544a\"> \u6b21\u56de\u4e88\u544a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3092\u300c\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u300d\u3068\u611f\u3058\u305f\u65b9\u3082\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u5b9f\u969b\u3001\u3053\u308c\u306f<strong>\u30c6\u30ad\u30b9\u30c8\u3067\u884c\u3046\u8efd\u91cf\u306aUX\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/strong>\u3067\u3059\u3002Magic RAG\u306f\u5358\u306a\u308b\u624b\u6cd5\u3067\u306f\u306a\u304f\u3001<span class=\"sme-bg-color has-luminous-vivid-amber-background-color\">\u300c<strong>\u8003\u3048\u65b9<\/strong>\u300d\u305d\u306e\u3082\u306e<\/span>\u3067\u3059\u3002<br>UX\u30c7\u30fc\u30bf\u306e\u5171\u901a\u8a00\u8a9e\u3067\u3042\u308a\u3001\u751f\u6210AI\u3068\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u3064\u306a\u3050\u91cd\u8981\u306a\u6a4b\u6e21\u3057\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u56de<a href=\"https:\/\/uxdaystokyo.com\/articles\/escape-from-the-figma-titanic-part-4-magic-rag-registry\/\" title=\"\">Part4<\/a>\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u5185\u5bb9\u3092\u3054\u7d39\u4ecb\u3059\u308b\u4e88\u5b9a\u3067\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3088\u304f\u3042\u308b\u30a8\u30e9\u30fc\u3078\u306e\u5bfe\u51e6\u65b9\u6cd5<\/li>\n\n\n\n<li>\u30d1\u30e9\u30e1\u30fc\u30bf\u3084\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u306e\u7ba1\u7406<\/li>\n\n\n\n<li>\u51fa\u529b\u306e\u30c8\u30fc\u30f3\u3084\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u5909\u66f4\u65b9\u6cd5 \u306a\u3069<\/li>\n<\/ul>\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\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u6700\u8fd1\u306e\u6295\u7a3f\">AI\u306b\u95a2\u3059\u308b\u6295\u7a3f<\/h2>\n\n\n<ul class=\"wp-block-latest-posts__list wp-block-latest-posts\"><li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/uxdaystokyo.com\/articles\/report90days_kajishima\/\">\u30ea\u30fc\u30c0\u30fc\u4ee5\u5916\u306b\u3082\u5fc5\u9808\u306e\u300c\u6700\u521d\u306e90\u65e5\u300d\u306e\u8003\u3048\u65b9<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/uxdaystokyo.com\/articles\/report_prust_squid\/\">\u6587\u5b57\u304b\u3089\u751f\u6210AI\u307e\u3067\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u304c\u5909\u3048\u7d9a\u3051\u308b\u79c1\u305f\u3061\u306e\u8133<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/uxdaystokyo.com\/articles\/a-worse-experience-than-a-delay\/\">ANA\u56fd\u5185\u7dda\u306e\u88dc\u511f\u7533\u8acb\u304b\u3089\u898b\u3048\u305fUX\u306e\u8ab2\u984c<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/uxdaystokyo.com\/articles\/report_zero-to-one_kajishima\/\">\u7af6\u4e89\u304b\u3089\u629c\u3051\u51fa\u3057\u3001\u96a0\u308c\u305f\u771f\u5b9f\u3092\u63a2\u3059\u300e\u30bc\u30ed\u30fb\u30c8\u30a5\u30fb\u30ef\u30f3\u300f\u8aad\u66f8\u4f1a\u30ec\u30dd\u30fc\u30c8<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/uxdaystokyo.com\/articles\/zero-to-one-takahashi\/\">AI\u6642\u4ee3\u306b\u300c\u308f\u304b\u308a\u3065\u3089\u3044\u300d\u554f\u984c\u3092\u898b\u3064\u3051\u308b\u91cd\u8981\u6027\u3092\u77e5\u3063\u305f\uff1aUX\u8aad\u66f8\u4f1a\u300cZero to One\u300d\u30ec\u30dd\u30fc\u30c8<\/a><\/li>\n<\/ul>\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 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