{"id":1932,"date":"2025-07-11T11:54:23","date_gmt":"2025-07-11T02:54:23","guid":{"rendered":"https:\/\/blog.ripla.co.jp\/?p=1932"},"modified":"2026-04-16T20:56:57","modified_gmt":"2026-04-16T11:56:57","slug":"how-to-build-multimodal-ai","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/ai\/how-to-build-multimodal-ai\/","title":{"rendered":"\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u7acb\u3061\u4e0a\u3052\u65b9\uff1a\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u30d7\u30ed\u30bb\u30b9\u3084\u4f5c\u6210\u30fb\u5236\u4f5c\u306e\u30b3\u30c4"},"content":{"rendered":"\n

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\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

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\n
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\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

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\n

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\n

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\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

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\n

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\n

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\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

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\n

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\n

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\u30fb\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8abf\u6574
\u30fb\u7cbe\u5ea6\u3001\u518d\u73fe\u7387\u3001F1\u30b9\u30b3\u30a2\u306a\u3069\u306b\u3088\u308b\u8a55\u4fa1
\u30fb\u8aa4\u5dee\u5206\u6790\u3068\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u3088\u308b\u6539\u5584<\/p>\n\n\n\n

\u3053\u306e\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001GPU\u306a\u3069\u306e\u8a08\u7b97\u8cc7\u6e90\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081\u3001\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u306e\u6e96\u5099\u3082\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\u30b9\u30c6\u30c3\u30d74\uff1a\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u3068UI\u7d71\u5408<\/strong><\/h2>\n\n\n\n
\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u30e2\u30c7\u30eb\u304c\u5b8c\u6210\u3057\u305f\u3089\u3001\u696d\u52d9\u3084\u30b5\u30fc\u30d3\u30b9\u3067\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u3084UI\u306b\u7d71\u5408\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\n

API\u5316\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u7d44\u307f\u8fbc\u307f<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30e2\u30c7\u30eb\u3092\u5916\u90e8\u304b\u3089\u547c\u3073\u51fa\u305b\u308b\u3088\u3046\u306bAPI\u5316\u3057\u3001\u65e2\u5b58\u306e\u696d\u52d9\u30a2\u30d7\u30ea\u3084\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n

\u30fbRESTful API\u306b\u3088\u308b\u9023\u643a
\u30fb\u30d0\u30c3\u30c1\u51e6\u7406\u3067\u306e\u5b9a\u671f\u5b9f\u884c
\u30fb\u30af\u30e9\u30a6\u30c9\uff08AWS\/GCP\u306a\u3069\uff09\u3078\u306e\u30c7\u30d7\u30ed\u30a4<\/p>\n\n\n\n

\u3053\u306e\u3068\u304d\u3001\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3084\u8a8d\u8a3c\u306a\u3069\u306e\u5468\u8fba\u51e6\u7406\u3082\u5408\u308f\u305b\u3066\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

UI\/UX\u306e\u8a2d\u8a08\u3068\u30e6\u30fc\u30b6\u30d3\u30ea\u30c6\u30a3\u691c\u8a3c<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306f\u3001UI\u306e\u4f5c\u308a\u65b9\u306b\u3088\u3063\u3066\u5229\u4fbf\u6027\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u30fb\u753b\u50cf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u7d50\u679c\u3092\u8868\u793a\u3059\u308bUI
\u30fb\u97f3\u58f0\u5165\u529b\u3067\u8cea\u554f\u3067\u304d\u308b\u30c1\u30e3\u30c3\u30c8\u753b\u9762
\u30fb\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u6cbf\u3063\u305f\u753b\u9762\u8a2d\u8a08<\/p>\n\n\n\n

\u5b9f\u969b\u306e\u696d\u52d9\u62c5\u5f53\u8005\u306b\u30d2\u30a2\u30ea\u30f3\u30b0\u3057\u306a\u304c\u3089\u3001UI\u3092\u78e8\u3044\u3066\u3044\u304f\u3053\u3068\u304c\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n

\u30b9\u30c6\u30c3\u30d75\uff1a\u30c6\u30b9\u30c8\u30fb\u672c\u756a\u5c55\u958b\u30fb\u7d99\u7d9a\u6539\u5584<\/strong><\/h2>\n\n\n\n
\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u69cb\u7bc9\u304c\u7d42\u308f\u3063\u305f\u3089\u3001\u5b9f\u969b\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u3093\u3067\u3001\u904b\u7528\u3057\u306a\u304c\u3089\u6539\u5584\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30e6\u30fc\u30b6\u30fc\u30c6\u30b9\u30c8\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u78ba\u8a8d<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u307e\u305a\u306f\u9650\u5b9a\u7684\u306a\u74b0\u5883\u3067\u30e6\u30fc\u30b6\u30fc\u306b\u4f7f\u3063\u3066\u3082\u3089\u3044\u3001\u4ee5\u4e0b\u306e\u70b9\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u30fb\u5fdc\u7b54\u7cbe\u5ea6\u3084\u30b9\u30d4\u30fc\u30c9
\u30fb\u696d\u52d9\u3078\u306e\u7d44\u307f\u8fbc\u307f\u306e\u3057\u3084\u3059\u3055
\u30fb\u30a8\u30e9\u30fc\u3084\u4f8b\u5916\u30d1\u30bf\u30fc\u30f3\u306e\u5bfe\u5fdc\u72b6\u6cc1<\/p>\n\n\n\n

\u305d\u306e\u7d50\u679c\u3092\u8e0f\u307e\u3048\u3066\u3001\u30e2\u30c7\u30eb\u3084UI\u3092\u518d\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u672c\u756a\u5c55\u958b\u3068\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30eb\u30fc\u30d7\u306e\u69cb\u7bc9<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6b63\u5f0f\u30ea\u30ea\u30fc\u30b9\u5f8c\u3082\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306f\u7d99\u7d9a\u7684\u306a\u6539\u5584\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\u30fb\u30ed\u30b0\u53ce\u96c6\u3068\u30a8\u30e9\u30fc\u89e3\u6790\u306b\u3088\u308b\u30e2\u30c7\u30eb\u518d\u5b66\u7fd2
\u30fb\u30e6\u30fc\u30b6\u30fc\u30a2\u30f3\u30b1\u30fc\u30c8\u3084\u5b9a\u671f\u30ec\u30d3\u30e5\u30fc\u306e\u5b9f\u65bd
\u30fbUI\u6539\u5584\u3084\u6a5f\u80fd\u8ffd\u52a0\u306e\u8a08\u753b<\/p>\n\n\n\n

\u3053\u3046\u3057\u305f\u6539\u5584\u3092\u7e70\u308a\u8fd4\u3059\u3053\u3068\u3067\u3001\u696d\u52d9\u5b9a\u7740\u3068\u6210\u679c\u306e\u6700\u5927\u5316\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u958b\u767a\u6210\u529f\u306e\u305f\u3081\u306e\u5236\u4f5c\u30fb\u904b\u7528\u306e\u30b3\u30c4<\/strong><\/h2>\n\n\n\n
\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306f\u3001\u6280\u8853\u7684\u306a\u96e3\u6613\u5ea6\u304c\u9ad8\u304f\u3001\u5c0e\u5165\u307e\u3067\u306e\u9053\u306e\u308a\u3082\u9577\u304f\u306a\u308a\u304c\u3061\u3067\u3059\u3002\u305d\u3053\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b3\u30c4\u3092\u62bc\u3055\u3048\u3066\u304a\u304f\u3068\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u6210\u529f\u7387\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u3067\u59cb\u3081\u308b<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u3044\u304d\u306a\u308a\u5168\u793e\u5c0e\u5165\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5c0f\u898f\u6a21\u306aPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u3067\u3001\u30ea\u30b9\u30af\u3092\u6291\u3048\u3064\u3064\u78ba\u5b9f\u306b\u4fa1\u5024\u3092\u691c\u8a3c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u793e\u5185\u306e\u7406\u89e3\u3068\u5dfb\u304d\u8fbc\u307f<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

AI\u306f\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306b\u898b\u3089\u308c\u304c\u3061\u306a\u305f\u3081\u3001\u696d\u52d9\u90e8\u9580\u306e\u7406\u89e3\u3084\u5354\u529b\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u5b9a\u671f\u7684\u306a\u5831\u544a\u3084\u30c7\u30e2\u3092\u884c\u3044\u3001\u900f\u660e\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

\n

\u30d1\u30fc\u30c8\u30ca\u30fc\u9078\u3073\u306f\u614e\u91cd\u306b<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u81ea\u793e\u5185\u306b\u5341\u5206\u306a\u6280\u8853\u30ea\u30bd\u30fc\u30b9\u304c\u306a\u3044\u5834\u5408\u306f\u3001\u5916\u90e8\u30d9\u30f3\u30c0\u30fc\u306e\u652f\u63f4\u304c\u91cd\u8981\u3067\u3059\u3002\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u5b9f\u7e3e\u3084PoC\u5b9f\u65bd\u7d4c\u9a13\u3092\u6301\u3064\u958b\u767a\u4f1a\u793e\u3092\u9078\u3076\u3068\u5b89\u5fc3\u3067\u3059\u3002<\/p>\n\n\n\n

\u307e\u3068\u3081<\/strong><\/h2>\n\n\n\n

\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u7acb\u3061\u4e0a\u3052\u306b\u306f\u3001\u6226\u7565\u7684\u306a\u8a08\u753b\u3068\u6280\u8853\u7684\u306a\u5de5\u592b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u3001\u97f3\u58f0\u3068\u3044\u3063\u305f\u591a\u69d8\u306a\u60c5\u5831\u3092\u7d71\u5408\u3057\u3001\u696d\u52d9\u306e\u52b9\u7387\u5316\u3084\u65b0\u305f\u306a\u30b5\u30fc\u30d3\u30b9\u4fa1\u5024\u3092\u751f\u307f\u51fa\u3059\u305f\u3081\u306b\u306f\u3001\u6bb5\u968e\u7684\u306a\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3068\u95a2\u4fc2\u8005\u306e\u5dfb\u304d\u8fbc\u307f\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n

\u30fb\u76ee\u7684\u3084KPI\u3092\u660e\u78ba\u306b\u3057\u305f\u3046\u3048\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u59cb\u52d5
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\u30fb\u30e2\u30c7\u30eb\u9078\u5b9a\u306f\u76ee\u7684\u30fb\u30b3\u30b9\u30c8\u30fb\u7cbe\u5ea6\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u8003\u616e
\u30fb\u30b7\u30b9\u30c6\u30e0\u7d71\u5408\u3068UI\u8a2d\u8a08\u3067\u73fe\u5834\u306b\u30d5\u30a3\u30c3\u30c8\u3055\u305b\u308b
\u30fb\u904b\u7528\u5f8c\u3082\u6539\u5584\u30b5\u30a4\u30af\u30eb\u3092\u56de\u3057\u3066\u7cbe\u5ea6\u3068\u6e80\u8db3\u5ea6\u3092\u5411\u4e0a<\/p>\n\n\n\n

\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u958b\u767a\u30fb\u5c0e\u5165\u306b\u30c1\u30e3\u30ec\u30f3\u30b8\u3059\u308b\u4f01\u696d\u304c\u5897\u3048\u3066\u3044\u308b\u4eca\u3053\u305d\u3001\u9069\u5207\u306a\u65b9\u6cd5\u3067\u30b9\u30bf\u30fc\u30c8\u3092\u5207\u308a\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

\u672c\u30c6\u30fc\u30de\u306b\u95a2\u3059\u308b\u5168\u4f53\u30ac\u30a4\u30c9\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\u25bc\u5168\u4f53\u30ac\u30a4\u30c9\u306e\u8a18\u4e8b
\u30fb\u751f\u6210AI\u6d3b\u7528\u30fb\u5c0e\u5165\u30fb\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n\n

\n

\u682a\u5f0f\u4f1a\u793eripla\u3067\u306f\u3001IT\u4e8b\u696d\u4f1a\u793e\u51fa\u8eab\u306e\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u304c\u300cImpact-Driven\u578b\u652f\u63f4\u300d\u3092\u901a\u3058\u3066\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u3084\u30b7\u30b9\u30c6\u30e0\u306e\u7d0d\u54c1\u30fb\u63d0\u4f9b\u3092\u76ee\u7684\u3068\u305b\u305a\u3001\u304a\u5ba2\u69d8\u3068\u540c\u3058\u76ee\u7dda\u3067\u3001\u4e8b\u696d\u6210\u679c\u306e\u9054\u6210\u3092\u30b4\u30fc\u30eb\u3068\u3057\u3066\u3001\u9ad8\u54c1\u8cea\u306aDX\/\u958b\u767a\u652f\u63f4\u3092\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u307e\u305f\u3001\u5f53\u793e\u72ec\u81ea\u306e\u958b\u767a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u300cBox\u30b7\u30ea\u30fc\u30ba\u300d\u306b\u3088\u308b\u6a19\u6e96\u6a5f\u80fd\u306e\u9ad8\u901f\u958b\u767a\u3068\u3001AI\u99c6\u52d5\u958b\u767a\u306e\u72ec\u81ea\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300cGoDD\u300d\u306b\u3088\u308b\u72ec\u81ea\u6a5f\u80fd\u306eAI\u5b9f\u88c5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f4e\u30b3\u30b9\u30c8\u30fb\u77ed\u671f\u9593\u3067\u958b\u767a\u3092\u5b9f\u73fe\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u3082\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u306b\u95a2\u3059\u308b\u3054\u8981\u671b\u304c\u3054\u3056\u3044\u307e\u3057\u305f\u3089\u3001\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/a><\/p>\n\n\n\n

\n
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