{"id":35727,"date":"2025-11-21T16:53:30","date_gmt":"2025-11-21T07:53:30","guid":{"rendered":"https:\/\/uxdaystokyo.com\/articles\/?p=35727"},"modified":"2025-11-21T17:02:52","modified_gmt":"2025-11-21T08:02:52","slug":"design-ui-patterns-for-ai-engineers","status":"publish","type":"post","link":"https:\/\/uxdaystokyo.com\/articles\/design-ui-patterns-for-ai-engineers\/","title":{"rendered":"AI\u30d7\u30ed\u30c0\u30af\u30c8\u306eUI\u8a2d\u8a08\u601d\u60f3\u30fc\u57fa\u672c\u304b\u3089RAG\u306e\u30c7\u30b6\u30a4\u30f3\u5229\u7528\u307e\u3067"},"content":{"rendered":"\n<p class=\"is-style-sme-alert-remark\">\u30c7\u30b6\u30a4\u30ca\u30fc\u304cAI\u306b\u95a2\u3059\u308b\u30ea\u30c6\u30e9\u30b7\u30fc\u3092\u9ad8\u3081\u308b\u306e\u306b\u5f79\u7acb\u3064\u3001\u6307\u91dd\u30fb\u30d1\u30bf\u30fc\u30f3\u30fb\u30da\u30eb\u30bd\u30ca\u3092\u307e\u3068\u3081\u305f\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u8a18\u4e8b\u3067\u3059\u3002\u300c<a href=\"https:\/\/uxdesign.cc\/designing-for-ai-engineers-what-ui-patterns-and-principles-you-need-to-know-8b16a5b62a61\">Designing for AI Engineers<\/a>\u300d<br>\u8457\u8005\uff1a\u30e2\u30c7\u30e9\u30fc\u30c7\u30b6\u30a4\u30f3\uff1a\u30a4\u30d6\u30fb\u30ef\u30a4\u30f3\u30d0\u30fc\u30b0\uff08Eve Weinberg\uff092025\u5e742\u67089\u65e5<\/p>\n\n\n\n<p>\u79c1\u306f\uff08AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u69cb\u7bc9\u3001\u6700\u9069\u5316\u3001\u30c7\u30d7\u30ed\u30a4\u3092\u8fc5\u901f\u306b\u884c\u3046\u305f\u3081\u306e\u9ad8\u6027\u80fd\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\uff09<a href=\"https:\/\/www.modular.com\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Modular AI<\/a>\u306e\u30c7\u30b6\u30a4\u30f3\u8cac\u4efb\u8005\u3068\u3057\u3066\u3001\u4eca\u5e74\u306fAI\u30d7\u30ed\u30c0\u30af\u30c8\u306eUI\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u30bc\u30ed\u304b\u3089\u591a\u6570\u7acb\u3061\u4e0a\u3052\u3066\u3044\u307e\u3059\u3002\u9577\u5e74\u958b\u767a\u8005\u5411\u3051\u306e\u30c7\u30b6\u30a4\u30f3\u3092\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u500b\u4eba\u7684\u306b\u306fAI\u7279\u6709\u306e\u30c8\u30d4\u30c3\u30af\u3092\u7d20\u65e9\u304f\u5b66\u3073\u3001\u30da\u30eb\u30bd\u30ca\u3092\u4f5c\u308a\u4e0a\u3052\u308b\u5fc5\u8981\u304c\u3042\u3063\u305f\u305f\u3081\u3001\u81ea\u5206\u306a\u308a\u306b\u78ba\u7acb\u3057\u305f\u3044\u304f\u3064\u304b\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3068\u4e3b\u8981\u306a\u53c2\u7167\u8cc7\u6599\u3092\u5171\u6709\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">UI\u30c7\u30b6\u30a4\u30f3\u306e\u57fa\u672c\u539f\u5247<\/h2>\n\n\n\n<p>\u60c5\u5831\u3092\u51dd\u7e2e\u3057\u3066\u63d0\u793a\u3059\u308b\u3053\u3068\u306f\u6b53\u8fce\u3055\u308c\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3084\u30d5\u30a3\u30f3\u30c6\u30c3\u30af\u3068\u3044\u3063\u305fB2B\u696d\u754c\u3068\u540c\u69d8\u306b\u3001\u3053\u308c\u3089\u306e\u30da\u30eb\u30bd\u30ca\u306f\u60c5\u5831\u91cf\u304c\u591a\u3044\u3053\u3068\u3092\u53d7\u3051\u5165\u308c\u307e\u3059 \u2014 \u305f\u3060\u3057\u660e\u78ba\u306a\u968e\u5c64\u69cb\u9020\u3067\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u524d\u63d0\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3067\u3059\u304b\u3089\u3001\u4f59\u767d\u3092\u6e1b\u3089\u3057\u307e\u3057\u3087\u3046\uff01<\/p>\n\n\n\n<p>\u89e3\u6790\u6e08\u307f\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304c\u6700\u3082\u308f\u304b\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u691c\u7d22\u30fb\u30d5\u30a3\u30eb\u30bf\u30fb\u30bd\u30fc\u30c8\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30c6\u30fc\u30d6\u30eb\u3001\u30b5\u30a4\u30c9\u30c9\u30ed\u30ef\u30fc\u3001\u30bf\u30b0\u4ed8\u3051\u30b7\u30b9\u30c6\u30e0 \u2014 \u3053\u308c\u3089\u304c\u6574\u5099\u3059\u3079\u304d\u4e3b\u8981\u306a\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/lawsofux.com\/jakobs-law\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u30e4\u30b3\u30d6\u306e\u6cd5\u5247<\/a>\u3092\u5fd8\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044 \u2014 \u30e6\u30fc\u30b6\u30fc\u306f\u81ea\u5206\u306e\u30b5\u30a4\u30c8\u3088\u308a\u3082\u4ed6\u306e\u30b5\u30a4\u30c8\u3067\u904e\u3054\u3059\u6642\u9593\u306e\u65b9\u304c\u9577\u3044\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>Hugging Face\u3084OpenAI\u306e\u3088\u3046\u306aAI\u5206\u91ce\u306e\u5f37\u529b\u306a\u30ea\u30fc\u30c0\u30fc\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u3082\u3057\u5f7c\u3089\u304c\u30d1\u30bf\u30fc\u30f3\u3092\u78ba\u7acb\u3057\u3066\u3044\u3066\u3001\u9038\u8131\u3059\u308b\u5f37\u3044\u7406\u7531\u304c\u306a\u3051\u308c\u3070\u3001\u305d\u308c\u306b\u5f93\u3044\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u308f\u304b\u3063\u3066\u3044\u307e\u3059\u3001\u3053\u308c\u306f\u7b2c\u4e00\u539f\u7406\u4e3b\u7fa9\u306b\u53cd\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u7b2c\u4e00\u539f\u7406\u3092\u8cab\u304f\u3079\u304d\u6642\u3068\u5834\u9762\u304c\u3042\u308b\u3053\u3068\u3082\u4e8b\u5b9f\u3067\u3059\u3002\u305d\u306e\u7dda\u5f15\u304d\u306f\u3001\u3042\u306a\u305f\u306e\u30c1\u30fc\u30e0\u3084\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3067\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u958b\u767a\u8005\u5411\u3051UI\u8a2d\u8a08\u306e\u512a\u308c\u305f\u53c2\u8003\u306f <a href=\"https:\/\/primer.style\/\" target=\"_blank\" rel=\"noopener\" title=\"\">GitHub \u306e\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0<\/a>\u3067\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u958b\u767a\u8005\u30da\u30eb\u30bd\u30ca\u306b\u7279\u5316\u3057\u305f\u5f7c\u3089\u306e\u539f\u5247\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u901f\u304f\u52d5\u4f5c\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u521d\u3081\u3066\u300c\u5b8c\u5168\u306b\u51fa\u8377\u3055\u308c\u305f\u300d\u3068\u8a00\u3048\u308b\u3002<\/li>\n\n\n\n<li>\u4f55\u304b\u3092\u8ffd\u52a0\u3059\u308c\u3070\u3001\u4ed6\u306e\u3059\u3079\u3066\u306e\u7d14\u5ea6\u304c\u8584\u307e\u308b\u3002<\/li>\n\n\n\n<li>\u7d14\u7c8b\u6027\u3088\u308a\u3082\u5b9f\u7528\u6027\u3092\u512a\u5148\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u5358\u7d14\u3067\u3042\u308b\u3053\u3068\u3088\u308a\u3001\u89aa\u3057\u307f\u3084\u3059\u3044\u3053\u3068\u306e\u307b\u3046\u304c\u826f\u3044\u3002<\/li>\n\n\n\n<li>\u4e2d\u9014\u534a\u7aef\u306f\u4f55\u3082\u3057\u306a\u3044\u306e\u3068\u540c\u3058\u304f\u3089\u3044\u60aa\u3044\u3002<\/li>\n\n\n\n<li>\u30d5\u30ed\u30fc\uff08\u4f5c\u696d\u306e\u6d41\u308c\uff09\u3092\u4fc3\u9032\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u6a5f\u80fd\u3088\u308a\u3082\u30d5\u30a9\u30fc\u30ab\u30b9\uff08\u96c6\u4e2d\uff09\u3092\u512a\u5148\u3059\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u539f\u5247\u3092\u8e0f\u307e\u3048\u305f\u4e0a\u3067\u3001\u79c1\u305f\u3061\u306e\u30c1\u30fc\u30e0\u304c\u4eca\u5e74\u30ea\u30ea\u30fc\u30b9\u3057\u305f\u4e3b\u8981\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002\u79c1\u305f\u3061\u306e\u30c1\u30fc\u30e0\u306f4\u4eba\uff08\u30c7\u30b6\u30a4\u30ca\u30fc2\u540d\u3001\u958b\u767a\u80052\u540d\uff09\u3067\u3042\u308a\u3001\u30b9\u30d4\u30fc\u30c9\u91cd\u8996\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3067\u3042\u308b\u70b9\u306b\u7559\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u79c1\u305f\u3061\u306e\u30c7\u30b6\u30a4\u30f3\u306f\u3059\u3079\u3066\u307e\u305aMVP\u3068\u3057\u3066\u516c\u958b\u3057\u3001\u305d\u306e\u5f8c\u30e9\u30a4\u30d6\u3067\u53cd\u5fa9\u3057\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3092\u6d3b\u7528\u3057\u30660\u304b\u30891\u306b\u5230\u9054\u3057\u3001\u3067\u304d\u308b\u3060\u3051\u65e9\u304f\u5916\u90e8\u306e\u5b9f\u8a3c\u3092\u5f97\u308b\u5f62\u3067\u69cb\u7bc9\u3057\u3066\u3044\u307e\u3059\u3002\u30c7\u30b6\u30a4\u30f3\u306f\u30c1\u30fc\u30e0\u30b9\u30dd\u30fc\u30c4\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u304b\u3089\u53d6\u308a\u4e0a\u3052\u308b\u753b\u9762\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:2000\/format:webp\/1*55CbrT0QfrwejlGo5c0zag.png\" alt=\"UI\u306e\u30ef\u30a4\u30e4\u30fc\u30d5\u30ec\u30fc\u30e0\u69cb\u6210\u56f3\"\/><figcaption class=\"wp-element-caption\">\u30c1\u30fc\u30e0\u304c\u4eca\u5e74\u8a2d\u8a08\u3057\u305f\u4e3b\u8981\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u6982\u8981<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1\uff1aLLM\u3068\u306e\u30c1\u30e3\u30c3\u30c8\uff08\u7c21\u6613\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30da\u30fc\u30b8\u7248\uff09<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:640\/format:webp\/1*0HNaAvLrTvMZLz1Ce2xTvw.png\" alt=\"\"\/><figcaption class=\"wp-element-caption\">Modular AI\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762\uff08\u521d\u671f\u72b6\u614b\uff09<\/figcaption><\/figure>\n<\/div>\n\n\n<p>\u4e00\u822c\u306e\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u3068\u3057\u3066\u3001\u79c1\u305f\u3061\u306f\u4eca\u3084\u30c1\u30e3\u30c3\u30c8\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306b\u975e\u5e38\u306b\u99b4\u67d3\u3093\u3067\u3044\u307e\u3059\u3002<br>\u958b\u767a\u8005\u304cLLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u30c1\u30e3\u30c3\u30c8\u3059\u308b\u4f53\u9a13\u306f\u3001ChatGPT\u3001Duck Assist\u3001Perplexity\u306e\u3088\u3046\u306aAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306e\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3068\u307b\u3068\u3093\u3069\u540c\u3058\u3067\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u3001\u3067\u304d\u308b\u3060\u3051\u30af\u30ea\u30fc\u30f3\u306b\u3057\u3001\u901f\u304f\u7c21\u6f54\u306a\u56de\u7b54\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e3b\u306a\u9055\u3044\u306f\u3001AI\u958b\u767a\u8005\u304c\u30e2\u30c7\u30eb\u3092\u901f\u5ea6\u3001\u4e0a\u306b\u69cb\u7bc9\u3057\u3084\u3059\u3055\u3001\u4e92\u63db\u6027\u3001\u30c7\u30d7\u30ed\u30a4\u306e\u3057\u3084\u3059\u3055\u3068\u3044\u3063\u305f\u89b3\u70b9\u3067\u3082\u8a55\u4fa1\u3059\u308b\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u3088\u3046\u306b\u30b7\u30f3\u30d7\u30eb\u306b\u4fdd\u3061\u306a\u304c\u3089\u3082\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3078\u306e\u30ea\u30f3\u30af\u3001\u30e2\u30c7\u30eb\u306e\u901f\u5ea6\u3092\u793a\u3059\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf\u3001\u30c8\u30fc\u30af\u30f3\u5f53\u305f\u308a\u306e\u30b3\u30b9\u30c8\u306a\u3069\u3001\u5185\u90e8\u3067\u4f55\u304c\u8d77\u304d\u3066\u3044\u308b\u304b\u3092\u793a\u3059\u63a7\u3048\u3081\u306a\u7b2c2\u5c64\u3092\u63d0\u4f9b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4ee5\u4e0b\u306f\u3001Modular\u3067\u305d\u308c\u306b\u5bfe\u3057\u3066\u79c1\u305f\u3061\u304c\u884c\u3063\u305f\u89e3\u6c7a\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u79c1\u305f\u3061\u304c\u4f7f\u7528\u3057\u305fUI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff1a<a href=\"https:\/\/www.gradio.app\/\">Gradio<\/a>\u3001<a>Mantine<\/a>\u3001<a href=\"https:\/\/tailwindcss.com\/\">Tailwind CSS<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u753b\u97621 \u2014 \u30b7\u30f3\u30d7\u30eb\u306a\u5c0e\u5165\u753b\u9762<\/h3>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"790\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/10\/image-16-1024x790.png\" alt=\"\" class=\"wp-image-35761\" srcset=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/10\/image-16-1024x790.png 1024w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/10\/image-16-300x231.png 300w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/10\/image-16-768x592.png 768w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/10\/image-16.png 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Modular AI\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762\uff08\u521d\u671f\u72b6\u614b\uff09<\/figcaption><\/figure>\n\n\n\n<p>\u30b7\u30f3\u30d7\u30eb\u306a\u5c0e\u5165\u753b\u9762\u3067\u3001\u3069\u306e\u30e2\u30c7\u30eb\u304b\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3001\u51e6\u7406\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u793a\u3057\u307e\u3059\u3002\u3082\u3061\u308d\u3093\u3001\u3059\u3079\u3066\u30e9\u30a4\u30c8\uff0f\u30c0\u30fc\u30af\u30e2\u30fc\u30c9\u5bfe\u5fdc\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306f\u30c1\u30e3\u30c3\u30c8\u3092\u958b\u767a\u8005\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u57cb\u3081\u8fbc\u3093\u3060\u30c0\u30fc\u30af\u30e2\u30fc\u30c9\u7248\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u753b\u97622\u2014 \u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3001\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u30ea\u30f3\u30af\u3001\u30b3\u30fc\u30c9\u3001\u30c7\u30d7\u30ed\u30a4\u624b\u9806<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*FJCVlC21CpXyGfzMswQdAg.png\" alt=\"\u30c0\u30fc\u30af\u30e2\u30fc\u30c9\u3067\u306e\u958b\u767a\u8005\u30b3\u30f3\u30bd\u30fc\u30eb\u5185\u30c1\u30e3\u30c3\u30c8\u753b\u9762\"\/><figcaption class=\"wp-element-caption\">Modular Developer Console\u5185\u306b\u57cb\u3081\u8fbc\u307e\u308c\u305fLLM\u30c1\u30e3\u30c3\u30c8UI<\/figcaption><\/figure>\n\n\n\n<p>\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3001\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u30ea\u30f3\u30af\u3001\u30b3\u30fc\u30c9\u3001\u30c7\u30d7\u30ed\u30a4\u624b\u9806\u306a\u3069\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1100\/format:webp\/1*-CFIrB_qNETeMIMYifwuAA.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1100\/format:webp\/1*YviGiziduMLoQQJEhxilqA.png\" alt=\"\u30c1\u30e3\u30c3\u30c8\u7d50\u679c\u3068\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf\u3092\u793a\u3059\u753b\u9762\"\/><figcaption class=\"wp-element-caption\">\u30c1\u30e3\u30c3\u30c8\u5fdc\u7b54\u7d50\u679c\u3068\u958b\u767a\u8005\u5411\u3051\u30ea\u30f3\u30af\u3092\u5099\u3048\u305fUI<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u753b\u97623 \u2014 \u57cb\u3081\u8fbc\u307f\u30d0\u30fc\u30b8\u30e7\u30f3<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*5GoGnZbpCCjs5UpIVs4HQw.png\" alt=\"\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30b5\u30a4\u30c8\u5185\u306b\u57cb\u3081\u8fbc\u307e\u308c\u305f\u30c1\u30e3\u30c3\u30c8UI\"\/><figcaption class=\"wp-element-caption\">Modular Docs\u5185\u3067RAG\u30e2\u30c7\u30ebMAX\u3068\u5bfe\u8a71\u3059\u308b\u30c1\u30e3\u30c3\u30c8\u753b\u9762<\/figcaption><\/figure>\n\n\n\n<p>\u3053\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u3001RAG\uff08Retrieval-Augmented Generation\uff09\u3092\u7528\u3044\u3066\u3001MAX\u3092\u79c1\u305f\u3061\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u7279\u5316\u3057\u3066\u5b66\u7fd2\u3055\u305b\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:984\/format:webp\/1*VE6t-j-O5ExskiiC78vsGQ.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u53c2\u8003\u4f8b\uff1aChatGPT\u3001Perplexity\u3001Groq\u3001HuggingFace chat \u306a\u3069\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2\uff1a\u30e2\u30c7\u30eb\u30ea\u30dd\u30b8\u30c8\u30ea<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:640\/format:webp\/1*tes9HAhz-rGTFPJl8uedwg.png\" alt=\"\"\/><\/figure>\n<\/div>\n\n\n<p>AI\u958b\u767a\u8005\u304c\u884c\u3046\u3079\u304d\u6700\u3082\u91cd\u8981\u306a\u3053\u3068\u306e\u4e00\u3064\u306f\u3001\u751f\u6210AI\uff08GenAI\uff09\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306f<strong>\u30e2\u30c7\u30eb\u30ea\u30dd\u30b8\u30c8\u30ea <\/strong>\u2014 \u300c\u30e2\u30c7\u30eb\u30ac\u30fc\u30c7\u30f3\u300d\u300c\u30e2\u30c7\u30eb\u30e9\u30a4\u30d6\u30e9\u30ea\u300d\u300c\u30e2\u30c7\u30eb\u30cf\u30d6\u300d\u3068\u3082\u547c\u3070\u308c\u308b\u5834\u6240 \u2014 \u3092\u691c\u7d22\u3059\u308b\u3053\u3068\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084SEO\u306e\u89b3\u70b9\u304b\u3089\u3001\u3053\u3053\u306f\u901a\u5e38\u30ed\u30b0\u30a2\u30a6\u30c8\u72b6\u614b\u3067\u3082\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u5bfe\u5fdc\u3059\u308b\u5168\u30e2\u30c7\u30eb\u3092\u793a\u3057\u3066\u3001\u3088\u308a\u771f\u5263\u306b\u30e2\u30c7\u30eb\u3092\u8a66\u3057\u305f\u3044\u30e6\u30fc\u30b6\u30fc\u306b\u30ed\u30b0\u30a4\u30f3\u3092\u4fc3\u3059\u3053\u3068\u304c\u4e3b\u306a\u76ee\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u79c1\u305f\u3061\u306e\u30e2\u30c7\u30eb\u30ea\u30dd\u30b8\u30c8\u30ea\u306f <a href=\"https:\/\/builds.modular.com\">builds.modular.com<\/a> \u3067\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u6700\u3082\u91cd\u8981\u306a\u6a5f\u80fd\u306f\u3001\u57fa\u672c\u7684\u306b<strong>\u691c\u7d22<\/strong>\u3068<strong>\u30d5\u30a3\u30eb\u30bf<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6570\u767e\u301c\u6570\u5343\u306b\u53ca\u3076\u53ef\u80fd\u6027\u306e\u3042\u308b\u5927\u91cf\u306e\u30e2\u30c7\u30eb\u7fa4\u304b\u3089\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u6b32\u3057\u3044\u3082\u306e\u3092\u78ba\u5b9f\u306b\u898b\u3064\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*fYvB4biiETbEfI_w-FQmUQ.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*fbpWLIhfGaO42IJupo_-Jw.png\" alt=\"\"\/><figcaption class=\"wp-element-caption\">Modular AI\u306e\u30e2\u30c7\u30eb\u30ea\u30dd\u30b8\u30c8\u30ea\uff08Model Repo\uff09\u521d\u671f\u753b\u9762<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30e2\u30c7\u30eb\u8a73\u7d30\u30da\u30fc\u30b8\uff08\u30e2\u30c7\u30eb\u8a73\u7d30\u30da\u30fc\u30b8\uff09<\/h2>\n\n\n\n<p>\u3053\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u5404\u30e2\u30c7\u30eb\u306b\u3069\u308c\u3060\u3051\u306e\u30d0\u30ea\u30a2\u30f3\u30c8\u304c\u3042\u308b\u304b\u3001\u30ed\u30fc\u30ab\u30eb\u3067\u7d20\u65e9\u304f\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3001\u5fc5\u8981\u306a\u3089\u30af\u30e9\u30a6\u30c9\u4e0a\u306eGPU\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u65b9\u6cd5\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u4f1d\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*ph0gJfTWtvpg-_RYZy9kqw.png\" alt=\"\u30e2\u30c7\u30eb\u8a73\u7d30\u30da\u30fc\u30b8\u306eUI\u30e2\u30c3\u30af\uff08\u30e2\u30c7\u30eb\u6982\u8981\u30fb\u5b9f\u884c\u624b\u9806\u30fbGPU\u30c7\u30d7\u30ed\u30a4\u30dc\u30bf\u30f3\u4ed8\u304d\uff09\n\"\/><figcaption class=\"wp-element-caption\">Modular AI\u306e\u30e2\u30c7\u30eb\u8a73\u7d30UI\u3002\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\u3068\u30af\u30e9\u30a6\u30c9GPU\u30c7\u30d7\u30ed\u30a4\u3092\u652f\u63f4<\/figcaption><\/figure>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30b5\u30a4\u30ba\u3001\u91cf\u5b50\u5316\uff08\u30af\u30aa\u30f3\u30bf\u30a4\u30ba\uff09\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u4e92\u63db\u6027\u306a\u3069\u3001\u8208\u5473\u6df1\u3044\u6280\u8853\u7684\u8a73\u7d30\u3082\u3042\u308a\u307e\u3059\u3002<br>\u3057\u304b\u3057\u6700\u7d42\u7684\u306b\u306f\u3001<span style=\"background-image: linear-gradient(transparent 60%, rgba(252, 185, 0, 0.5) 60%)\" class=\"sme-highlighter\">\u30b2\u30b7\u30e5\u30bf\u30eb\u30c8\u7684\u306a\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u9069\u5207\u306a\u968e\u5c64\u3092\u4f5c\u308b\u3053\u3068\u304c\u91cd\u8981<\/span>\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*tXuOZW2AGeVzI7hEQksNHw.png\" alt=\"\u5404\u7a2e\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9UI\u306e\u30b3\u30e9\u30fc\u30b8\u30e5\uff08\u8907\u6570\u30ec\u30a4\u30a2\u30a6\u30c8\u6bd4\u8f03\uff09\"\/><figcaption class=\"wp-element-caption\">Modular AI\u3067\u8a66\u4f5c\u3055\u308c\u305f\u30e2\u30c7\u30eb\u30ea\u30b9\u30c8\u753b\u9762\u306eUI\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3<\/figcaption><\/figure>\n\n\n\n<p>\u3053\u3053\u3067\u306e\u4e3b\u8981\u53c2\u7167\u306f\u3001Hugging Face\uff08\u3053\u306e\u5206\u91ce\u306e\u30ea\u30fc\u30c0\u30fc\u3067\u3042\u308b\u305f\u3081\uff09\u3001Kaggle\uff08\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u3042\u308b\u305f\u3081\uff09\u3001Together AI\uff08\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u3067\u3042\u308b\u305f\u3081\uff09\u3001Replicate\uff081\u65e5\u3042\u305f\u308a8\u4e07\u30a2\u30af\u30bb\u30b9\u306f\u591a\u3044\u3001\u3068\u3044\u3046\u7406\u7531\uff09\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Hugging Face\uff08\u30cf\u30ae\u30f3\u30b0\u30d5\u30a7\u30a4\u30b9\uff09<\/strong>\uff1a\u3053\u306e\u5206\u91ce\u306e\u30ea\u30fc\u30c0\u30fc\u3068\u3057\u3066\u660e\u78ba\u306a\u6a19\u6e96\u3092\u78ba\u7acb\u3057\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li><strong>Kaggle\uff08\u30ab\u30b0\u30eb\uff09<\/strong>\uff1a\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u3042\u308a\u3001\u53c2\u52a0\u578b\u306e\u4f53\u9a13\u8a2d\u8a08\u304c\u512a\u308c\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li><strong>Together.ai\uff08\u30c8\u30a5\u30ae\u30e3\u30b6\u30fc\u30fb\u30a8\u30fc\u30a2\u30a4\uff09<\/strong>\uff1a\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5fd7\u5411\u3067\u5805\u7262\u306a\u60c5\u5831\u8a2d\u8a08\u304c\u7279\u5fb4\u3002<\/li>\n\n\n\n<li><strong>Replicate\uff08\u30ea\u30d7\u30ea\u30b1\u30fc\u30c8\uff09<\/strong>\uff1a1\u65e5\u3042\u305f\u308a8\u4e07\u4ef6\u4ee5\u4e0a\u306e\u30a2\u30af\u30bb\u30b9\u3092\u8a87\u308b\u4eba\u6c17\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:950\/format:webp\/1*qdAu1y_cHW1JCjmqecikZw.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1052\/format:webp\/1*bk-nr5p-vaVjBDMzvxNlbQ.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:840\/format:webp\/1*8GBAWTAb0ibAPO58TZv8YA.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1162\/format:webp\/1*C3tPoku7EnfcRkLm_V3jfw.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u3059\u3079\u3066\u306e\u6210\u529f\u3057\u305fUI\u3068\u540c\u69d8\u306b\u3001\u3053\u3053\u3067\u3082\u30e6\u30fc\u30b6\u30fc\u306e\u30de\u30a4\u30f3\u30c9\u30bb\u30c3\u30c8\u3092\u5fd8\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<br>AI\u958b\u767a\u8005\u306f\u3001\u30e2\u30c7\u30eb\u304c\u3069\u306e\u30bf\u30b9\u30af\u3092\u5b8c\u9042\u3067\u304d\u308b\u304b\u3001\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u3001\u6027\u80fd\u3001\u305d\u3057\u3066\u8ab0\u304c\u4f5c\u3063\u305f\u304b\u3068\u3044\u3063\u305f\u89b3\u70b9\u3067\u30e2\u30c7\u30eb\u3092\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3\uff1aPlayground\uff08\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\uff09<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:446\/format:webp\/1*oBk6JVv-e8LP04MyYajxiw.png\" alt=\"\"\/><\/figure>\n<\/div>\n\n\n<p>\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u3068\u306f\u3001\u672c\u756a\u30b7\u30b9\u30c6\u30e0\u3084\u904b\u7528\u74b0\u5883\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u30ea\u30b9\u30af\u306a\u3057\u306b\u3001\u5b9f\u9a13\u30fb\u30c6\u30b9\u30c8\u30fb\u5b66\u7fd2\u3092\u884c\u3046\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u74b0\u5883\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u958b\u767a\u8005\u5411\u3051\u306b\u306f\u3001\u7279\u306b\u30e2\u30c7\u30eb\u306e\u8a66\u7528\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30c6\u30b9\u30c8\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u5fae\u8abf\u6574\u306a\u3069\u3092\u3001\u5927\u304c\u304b\u308a\u306a\u30a4\u30f3\u30d5\u30e9\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u884c\u3048\u308b\u74b0\u5883\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u79c1\u305f\u3061\u306e\u3082\u306e\u306f\u3061\u3087\u3046\u3069\u7a3c\u50cd\u3092\u59cb\u3081\u305f\u3070\u304b\u308a\u306a\u306e\u3067\u3001\u4e3b\u8981\u306a\u6a5f\u80fd\u306b\u3064\u3044\u3066\u8ff0\u3079\u3001\u3044\u304f\u3064\u304b\u53c2\u8003\u4f8b\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e3b\u306a\u6a5f\u80fd\uff1a<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30ed\u30b0\u30a4\u30f3\u3068\u8acb\u6c42\uff08\u652f\u6255\u3044\uff09\u63a5\u7d9a\u3002<\/li>\n\n\n\n<li>\u5c0f\u3055\u306a\u6ce8\u610f\u70b9\u3067\u3059\u304c\u3001AI\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u901a\u5e38\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u3092\u63a5\u7d9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8abf\u6574\u3059\u308b\u30b9\u30e9\u30a4\u30c0\u30fc\u3084\u3001\u30e2\u30c7\u30eb\u81ea\u4f53\u3092\u5207\u308a\u66ff\u3048\u308b\u6a5f\u80fd\u3002<\/li>\n\n\n\n<li>\u5f93\u91cf\u8ab2\u91d1\uff08Pay-as-you-go\uff09\u65b9\u5f0f\u306e\u6599\u91d1\u8a2d\u5b9a\u3002<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1006\/format:webp\/1*_KrVjqWK6d45oA-jD_GikQ.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:996\/format:webp\/1*uFZ-a6PB6K_ohpvXjO-5Cg.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1002\/format:webp\/1*UDJn0UusUjq_RqABNmXtaA.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1000\/format:webp\/1*ZEsqi1T13tJrUj6SLWi6zA.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u3053\u308c\u306f\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u4f53\u9a13\u5168\u4f53\u3078\u3068\u81ea\u7136\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4\uff1a\u958b\u767a\u8005\u30b3\u30f3\u30bd\u30fc\u30eb<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:446\/format:webp\/1*kG6OH8a5MEbUf15yjdGGYw.png\" alt=\"\"\/><\/figure>\n<\/div>\n\n\n<p>\u30ec\u30a4\u30a2\u30a6\u30c8\u3068\u60c5\u5831\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u89b3\u70b9\u3067\u306f\u3001\u3053\u308c\u306f\u4ed6\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30b3\u30f3\u30bd\u30fc\u30eb\u3068\u540c\u69d8\u3067\u3059\u3002\u79c1\u305f\u3061\u306f Tailwind\u3001Mantine\u3001Chart.js \u3092\u4f7f\u7528\u3057\u3066\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*Kbif5H1VkwNa8Qte3lHntw.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*Dq_3sw4d5cXJcvexgs6DgQ.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u3053\u3053\u3067\u306e\u697d\u3057\u3044UI\u6a5f\u80fd\u306f\u30c7\u30fc\u30bf\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u3059\u3002\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u8a2d\u8a08\u3057\u305f\u3053\u3068\u304c\u3042\u308b\u306a\u3089\u3001\u3042\u3068\u306f\u672c\u5f53\u306b\u540c\u3058\u3067\u3059 \u2014 \u30ed\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3001\u8acb\u6c42\u3001\u7d44\u7e54\u968e\u5c64\uff08\u30e1\u30f3\u30d0\u30fc\u304c\u4ed6\u306e\u30e1\u30f3\u30d0\u30fc\u3092\u62db\u5f85\u3067\u304d\u308b\uff09\u3001\u901a\u77e5\u3001\u8a2d\u5b9a\u306a\u3069\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5\uff1a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/h2>\n\n\n\n<p>\u3055\u3066\u3001\u57fa\u672c\u4e2d\u306e\u57fa\u672c \u2014 \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\uff01\u307f\u3093\u306a\u304c\u5927\u597d\u304d\u306a\uff08\uff1f\uff09\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u8a2d\u8a08\u3067\u3059\u3002\u3053\u3061\u3089\u304c\u79c1\u305f\u3061\u306e\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5b9f\u306f\u3053\u308c\u306f\u3001\u79c1\u304c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30b5\u30a4\u30c8\u306e\u30c7\u30b6\u30a4\u30f3\u3092\u4e00\u304b\u3089\u5168\u9762\u7684\u306b\u62c5\u5f53\u3057\u305f\u521d\u3081\u3066\u306e\u7d4c\u9a13\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u79c1\u305f\u3061\u306f Docusaurus \u3092\u4f7f\u7528\u3057\u3001Algolia \u306e\u691c\u7d22\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3044\u307e\u3059\u3002Algolia\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u3082\u7d20\u6674\u3089\u3057\u3044UI\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*IfovdaZOWOBbfLhOl_pnFg.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u60c5\u5831\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u95a2\u3057\u3066\u306f\u3044\u304f\u3064\u304b\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u8b70\u8ad6\u3057\u3001\u6b21\u306e2\u3064\u306e\u5927\u304d\u306a\u30b3\u30f3\u30bb\u30d7\u30c8\u306b\u7d5e\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30e6\u30fc\u30b6\u30fc\u306eJTBD\uff08Jobs To Be Done\uff09\u306b\u5f93\u3046 \u2014 \u30e6\u30fc\u30b6\u30fc\u304c\u3069\u306e\u9806\u5e8f\u3067\u3053\u308c\u3089\u306e\u30bf\u30b9\u30af\u3092\u9054\u6210\u3059\u308b\u304b\u3092\u57fa\u6e96\u306b\u3059\u308b\u3002<br>\u79c1\u305f\u3061\u306e\u5834\u5408\u306f\u6b21\u306e\u9806\u3067\u3059\uff1a\u30ed\u30fc\u30ab\u30eb\u3067\u30c6\u30b9\u30c8 \u2192 \u30b5\u30fc\u30d6\uff08\u63d0\u4f9b\uff09 \u2192 \u30af\u30e9\u30a6\u30c9\u3078\u30c7\u30d7\u30ed\u30a4 \u2192 \u76e3\u8996 \u2192 \u30b9\u30b1\u30fc\u30eb\u3002<\/li>\n\n\n\n<li>\u88fd\u54c1\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u5f93\u3046\u2014\u79c1\u305f\u3061\u306e\u5834\u5408\u306f\u3001\u4f4e\u30ec\u30d9\u30eb\u306eGPU\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304b\u3089\u30af\u30e9\u30a6\u30c9\u3067\u306e\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u307e\u3067\u30ab\u30d0\u30fc\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u3042\u308b\u305f\u3081\u3001\u3053\u306e\u5206\u985e\u6cd5\u3082\u9b45\u529b\u7684\u3067\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3069\u3061\u3089\u3092\u9078\u3076\u306b\u305b\u3088\u3001\u3053\u308c\u3092\u518d\u78ba\u8a8d\u3059\u308b\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u30da\u30fc\u30b8\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u6700\u3082\u95b2\u89a7\u3055\u308c\u308b\u306e\u306f\u300c\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u300d\u30da\u30fc\u30b8\u3067\u3059\uff08\u9a5a\u304f\u3079\u304d\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\uff09\u3002\u79c1\u305f\u3061\u306f\u3053\u306e\u30da\u30fc\u30b8\u3092\u3001\u3088\u308a\u65e9\u3044\u7af6\u4e89\uff08\u203b\u7d20\u65e9\u3044\u5c0e\u5165\uff09\u3068\u9ad8\u3044\u5b8c\u4e86\u7387\u3092\u5f97\u308b\u305f\u3081\u306b\u7d99\u7d9a\u7684\u306b\u6700\u9069\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*lRRa-7bRJ8SdSeJOORKuNA.png\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u3044\u304f\u3064\u304b\u306e\u53c2\u8003\uff1a<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*ZTQ06SmItKLbapFZRWnsRA.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>Algolia\u306e\u691c\u7d22\u306f\u7d20\u6674\u3089\u3057\u3044\u3067\u3059\u3002\u79c1\u305f\u3061\u306e\u5834\u5408\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*022xNdglN4euILjyldVuag.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*ZdGYbZ-WE60nu4XqVsf3mg.png\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6\uff1aRecipes\uff08\u30ec\u30b7\u30d4\uff09 &amp; \u30b3\u30fc\u30c9<\/h2>\n\n\n\n<p>&#8220;Recipes&#8221;\uff08\u3082\u3057\u304f\u306f&#8221;Cookbooks&#8221;\uff09\u3068\u3044\u3046\u306e\u306f\u3001\u624b\u9806\u3092\u9806\u3092\u8ffd\u3063\u3066\u793a\u3059\u305f\u3081\u306e\u3084\u3084\u904a\u3073\u5fc3\u306e\u3042\u308b\u3001\u3057\u304b\u3057\u6a19\u6e96\u5316\u3055\u308c\u305f\u547c\u3073\u65b9\u3067\u3059\u3002\u6700\u3082\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u5f62\u3067\u306f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3067\u3001\u5404\u30bb\u30af\u30b7\u30e7\u30f3\u304c\u5b9f\u884c\u53ef\u80fd\u306a\u30b3\u30fc\u30c9\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3082\u3063\u3068\u3082\u5358\u7d14\u306a\u5f62\u3067\u306f\u3001\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3067\u304d\u308b\u30b3\u30fc\u30c9\u30b9\u30cb\u30da\u30c3\u30c8\u4ed8\u304d\u306e\u4e00\u9023\u306e\u624b\u9806\u3067\u3059\u3002\u524d\u8ff0\u306e\u901a\u308a\u79c1\u305f\u3061\u306f\u975e\u5e38\u306b\u53cd\u5fa9\u7684\u306b\u69cb\u7bc9\u3059\u308b\u305f\u3081\u3001MVP\u306f\u5b9f\u969b\u306b\u306fGitHub\u306e\u30b3\u30fc\u30c9\u4f8b\u3092\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3057\u3001\u53f3\u5074\u306b\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u8868\u793a\u3059\u308b\u3060\u3051\u306e\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\uff08AI\u958b\u767a\u8005\uff09\u306b\u306f\u3001\u30c7\u30b6\u30a4\u30f3\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u30af\u30ea\u30fc\u30f3\u3067\u3042\u308c\u3070\u3042\u308b\u307b\u3069\u826f\u3044\u3068\u611f\u3058\u307e\u3059\u3002\u30b3\u30f3\u30c6\u30f3\u30c4\u81ea\u4f53\u304c\u975e\u5e38\u306b\u5bc6\u3067\u3042\u308b\u305f\u3081\u3001\u30c7\u30b6\u30a4\u30f3\u304c\u76ee\u7acb\u3061\u3059\u304e\u306a\u3044\u307b\u3046\u304c\u826f\u3044\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u8a18\u4e8b\u5411\u3051\u306e\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0\u306e\u5927\u90e8\u5206\u306f\u30b3\u30fc\u30c9\u306e\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u65b9\u6cd5\u306b\u95a2\u3059\u308b\u3082\u306e\u3067\u3042\u308a\u3001\u30e9\u30a4\u30c8\/\u30c0\u30fc\u30af\u30e2\u30fc\u30c9\u3092\u6574\u7136\u3068\u51e6\u7406\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u79c1\u305f\u3061\u306f\u3053\u306e\u305f\u3081\u306b Mantine \u3092\u4f7f\u3044\u3001\u30ab\u30b9\u30bf\u30e0\u30ab\u30e9\u30fc\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001CLI\u306e\u30ab\u30e9\u30fc\u30b9\u30ad\u30fc\u30e0\u306b\u95a2\u3059\u308b\u78ba\u7acb\u3055\u308c\u305f\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\uff08\u4f8b\uff1a\u8a18\u4e8b\u306e\u30ea\u30f3\u30af\uff09\u306b\u983c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*mesr8H78e12Y8OwcrZD8LA.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u305d\u3057\u3066\u3001CLI\u3067\u306fASCII\u30a2\u30fc\u30c8\u3084\u660e\u78ba\u306a\u9032\u6357\u30d0\u30fc\u306a\u3069\u3067\u904a\u3073\u5fc3\u3092\u6301\u305f\u305b\u308b\u3053\u3068\u3082\u5fd8\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\uff01<\/p>\n\n\n\n<p>CLI\u306eUX\u306b\u95a2\u3057\u3066\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30c1\u30fc\u30e0\u30e1\u30a4\u30c8\u306b<strong><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/10-usability-heuristics-for-user-interface-design\/\" title=\"\">NNG\u306e\u57fa\u672c10\u539f\u5247<\/a><\/strong>\u3092\u6559\u3048\u3088\u3046\u3068\u3057\u3066\u304a\u308a\u3001\u6700\u3082\u3088\u304f\u4f7f\u3046\u539f\u5247\u306f\u300c\u30b7\u30b9\u30c6\u30e0\u72b6\u614b\u306e\u53ef\u8996\u5316\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:954\/format:webp\/1*BC7jHUa9rzCy8liaPOAieQ.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1048\/format:webp\/1*qLKbBk3nSqI1k9ywII7bAA.png\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><br>\u6b21\u306f\u4f55\u3092\u4f5c\u308b\u304b\uff1f<\/h2>\n\n\n\n<p>\u79c1\u306f\u4eca\u5f8c\u3055\u3089\u306b\u591a\u304f\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u69cb\u7bc9\u3057\u3066\u5171\u6709\u3059\u308b\u3053\u3068\u306b\u3068\u3066\u3082\u30ef\u30af\u30ef\u30af\u3057\u3066\u3044\u307e\u3059\u3002<br>\u6b21\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u99c6\u52d5\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u30af\u30e9\u30a6\u30c9\u76e3\u8996\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u6ce8\u529b\u3057\u305f\u3044\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<br><br><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:960\/format:webp\/1*0QyEHFLU802VexU1TEfgbA.png\" alt=\"\"\/><figcaption class=\"wp-element-caption\">\u30c4\u30fc\u30eb n8n \u304b\u3089\u306e 2 \u3064\u306e\u300c\u30ed\u30fc\u30b3\u30fc\u30c9\u300d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc \u30a4\u30e1\u30fc\u30b8\u3002<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1042\/format:webp\/1*b7dhz1GElFrcm1HbKQQtDg.png\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"> AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30da\u30eb\u30bd\u30ca<\/h2>\n\n\n\n<p>\u53c2\u8003\u307e\u3067\u306b\u3001\u79c1\u304cModular\u5411\u3051\u306b\u4f5c\u6210\u3057\u305f\u30da\u30eb\u30bd\u30ca\u306e\u4e00\u822c\u5316\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u793a\u3057\u307e\u3059\u3002\u73fe\u6642\u70b9\u3067\u306e\u6211\u3005\u306e\u30bf\u30fc\u30b2\u30c3\u30c8\u306f\u300c\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30d3\u30eb\u30c0\u30fc\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*8kkUcxJxOsUEEuknIRKDoA.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u3053\u308c\u304b\u3089\u3082\u958b\u767a\u306e\u9032\u5316\u3092\u7d9a\u3051\u3066\u3044\u304d\u307e\u3059\u3002\u6b21\u306e\u5c55\u958b\u3092\u305c\u3072\u697d\u3057\u307f\u306b\u3057\u3066\u3044\u3066\u304f\u3060\u3055\u3044\u3002<br><strong>\u8aad\u3093\u3067\u3044\u305f\u3060\u304d\u3001\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\u3002<\/strong><br>\u2014 Eve\uff08\u30a4\u30d6\uff09<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u3068UX\u3092\u3082\u3063\u3068\u6df1\u304f\u7406\u89e3\u3059\u308b\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306b\u53c2\u52a0\u3057\u307e\u305b\u3093\u304b\uff1f<\/h2>\n\n\n\n<p>UX DAYS TOKYO \u304c\u4e3b\u50ac\u3059\u308b <strong>\u300cSmashing Magazine \u00d7 AI \u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u300d<\/strong> \u3067\u306f\u3001AI\u6642\u4ee3\u306e\u30c7\u30b6\u30a4\u30f3\u601d\u8003\u3068\u30e6\u30fc\u30b6\u30fc\u7406\u89e3\u3092\u3001\u4e00\u6b69\u9032\u3081\u308b\u305f\u3081\u306e\u5b9f\u8df5\u7684\u306a\u77e5\u898b\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u7d39\u4ecb\u3055\u308c\u305f\u8003\u3048\u65b9\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u3067\u3001AI\u3092\u6271\u3046\u30c7\u30b6\u30a4\u30ca\u30fc\u3084\u30ea\u30b5\u30fc\u30c1\u30e3\u30fc\u3068\u3057\u3066\u91cd\u8981\u306a \u201c\u4eba\u306e\u7279\u6027\u201d \u306b\u5bfe\u3059\u308b\u6d1e\u5bdf\u529b\u3092\u6df1\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u5206\u81ea\u8eab\u3084\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u306e\u601d\u8003\u30b9\u30bf\u30a4\u30eb\u30fb\u884c\u52d5\u30b9\u30bf\u30a4\u30eb\u3092\u628a\u63e1\u3057\u3066\u3001\u5bfe\u8a71\u3084\u5354\u50cd\u3092\u6700\u9069\u5316<\/li>\n\n\n\n<li>\u30e6\u30fc\u30b6\u30fc\u30bf\u30a4\u30d7\u3092\u898b\u6975\u3081\u3001AI\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u30ea\u30b5\u30fc\u30c1\u3084\u8a2d\u8a08\u306b\u6d3b\u304b\u3059<\/li>\n\n\n\n<li>\u76f4\u611f\u578b\u3001\u5206\u6790\u578b\u3001\u69cb\u9020\u578b\u2026\u7570\u306a\u308b\u7279\u6027\u306e\u6df7\u5728\u304c\u751f\u3080\u5f37\u307f\u3092\u6d3b\u304b\u3057\u3066\u3001\u5275\u9020\u6027\u3068\u52b9\u7387\u3092\u4e21\u7acb\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u30e2\u30c7\u30e9\u30fc\u30c7\u30b6\u30a4\u30f3\u8cac\u4efb\u8005\u306e <strong>\u30a4\u30d6\u30fb\u30ef\u30a4\u30f3\u30d0\u30fc\u30b0\u6c0f\u304c\u8a9e\u3063\u305fAI\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051UI\u30d1\u30bf\u30fc\u30f3<\/strong> 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18:00\u201320:30\uff08\u65e5\u672c\u6642\u9593\uff09<br><strong>\u5f62\u5f0f:<\/strong> \u30aa\u30f3\u30e9\u30a4\u30f3\uff08\u901a\u8a33\u4ed8\u304d\uff09<br><strong>\u7dcf\u6642\u9593:<\/strong> 12.5\u6642\u9593\uff082.5h \u00d7 5\u65e5\uff09<\/p>\n\n\n\n<p>\u8a73\u7d30\u30fb\u304a\u7533\u3057\u8fbc\u307f\uff1a<a href=\"https:\/\/uxdaystokyo.com\/smashing-magazine\/ai-workshop\/\">https:\/\/uxdaystokyo.com\/smashing-magazine\/ai-workshop\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30b6\u30a4\u30ca\u30fc\u304cAI\u306b\u95a2\u3059\u308b\u30ea\u30c6\u30e9\u30b7\u30fc\u3092\u9ad8\u3081\u308b\u306e\u306b\u5f79\u7acb\u3064\u3001\u6307\u91dd\u30fb\u30d1\u30bf\u30fc\u30f3\u30fb\u30da\u30eb\u30bd\u30ca\u3092\u307e\u3068\u3081\u305f\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u8a18\u4e8b\u3067\u3059\u3002\u300cDesigning for AI Engineers\u300d\u8457\u8005\uff1a\u30e2\u30c7\u30e9\u30fc\u30c7\u30b6\u30a4\u30f3\uff1a\u30a4\u30d6\u30fb\u30ef\u30a4\u30f3\u30d0\u30fc\u30b0\uff08Eve 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