{"id":40021,"date":"2025-08-27T11:00:55","date_gmt":"2025-08-27T11:00:55","guid":{"rendered":"https:\/\/www.railscarma.com\/?p=40021"},"modified":"2026-01-01T05:00:00","modified_gmt":"2026-01-01T05:00:00","slug":"ruby-on-rails%e3%81%ab%e3%82%88%e3%82%8b%e3%82%a8%e3%83%b3%e3%82%bf%e3%83%bc%e3%83%97%e3%83%a9%e3%82%a4%e3%82%baai%e7%b5%b1%e5%90%88","status":"publish","type":"post","link":"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/ruby-on-rails%e3%81%ab%e3%82%88%e3%82%8b%e3%82%a8%e3%83%b3%e3%82%bf%e3%83%bc%e3%83%97%e3%83%a9%e3%82%a4%e3%82%baai%e7%b5%b1%e5%90%88\/","title":{"rendered":"Ruby on Rails\u306b\u3088\u308b\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baAI\u7d71\u5408\uff1a\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u3053\u3068"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"40021\" class=\"elementor elementor-40021\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ef7bedb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ef7bedb\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-78d0c79\" data-id=\"78d0c79\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bef89ca elementor-widget elementor-widget-text-editor\" data-id=\"bef89ca\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u7d76\u3048\u305a\u9032\u5316\u3059\u308b\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30fb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u4e16\u754c\u3067\u306f\u3001AI\u304c\u30d3\u30b8\u30cd\u30b9\u306e\u9769\u65b0\u3001\u52b9\u7387\u5316\u3001\u7af6\u4e89\u512a\u4f4d\u6027\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u4e2d\u5fc3\u7684\u306a\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u308b\u30022026\u5e74\u307e\u3067\u306b\u306f\u3001\u307b\u3068\u3093\u3069\u306e\u4f01\u696d\u304cAI\u3092\u4e8b\u696d\u904b\u55b6\u306b\u4e0d\u53ef\u6b20\u306a\u8981\u7d20\u3068\u3057\u3066\u63a1\u7528\u3057\u3001\u30bf\u30b9\u30af\u3084\u610f\u601d\u6c7a\u5b9a\u306e\u81ea\u52d5\u5316\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u306a\u3069\u306b\u6d3b\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u3060\u308d\u3046\u3002\u5947\u5999\u306b\u601d\u3048\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u8efd\u91cf\u3067\u751f\u7523\u6027\u306b\u512a\u308c\u308b <a href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/15-best-ruby-on-rails-frameworks-for-web-development\/\">Ruby on Rails (RoR) \u30a6\u30a7\u30d6\u30fb\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u30fb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/a> \u306f\u3001AI\u3068\u7d71\u5408\u3059\u308b\u969b\u306b\u5f37\u529b\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u308b\u3002Python\u306e\u3088\u3046\u306a\u8a00\u8a9e\u304cAI\u306e\u652f\u914d\u7684\u306a\u8a00\u8a9e\u3068\u898b\u306a\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u304c\u3001RoR\u306f\u69cb\u6210\u3088\u308a\u3082\u898f\u7d04\u3092\u91cd\u8996\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308b\u305f\u3081\u3001\u7c21\u5358\u306b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306aAI\u99c6\u52d5\u578b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u8fc5\u901f\u306b\u4f5c\u6210\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u308b\u3002.<\/p><p>RailsCarma\u306f\u3001Ruby on Rails\u958b\u767a\u4f01\u696d\u306b\u3068\u3063\u3066\u4fe1\u983c\u3067\u304d\u308b\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3067\u3042\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30ab\u30b9\u30bf\u30e0\u30b5\u30fc\u30d3\u30b9\u3082\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www.railscarma.com\/ja\">Ruby\u958b\u767a\u30b5\u30fc\u30d3\u30b9<\/a> \u4f01\u696d\u3001\u65b0\u8208\u4f01\u696d\u3001\u4ee3\u7406\u5e97\u5411\u3051\u306b\u300119\u5e74\u4ee5\u4e0a\u306e\u5b9f\u7e3e\u3092\u6301\u3064\u5c02\u9580\u77e5\u8b58\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u7c73\u56fd\u3092\u62e0\u70b9\u3068\u3059\u308b Railscarma \u306f\u3001Ruby on Rails \u3092\u4f7f\u7528\u3057\u305f\u30a6\u30a7\u30d6\u958b\u767a\u306b\u52a0\u3048\u3001\u30aa\u30d5\u30b7\u30e7\u30a2\u30b5\u30fc\u30d3\u30b9\u3082\u63d0\u4f9b\u3059\u308b\u958b\u767a\u8005\u30c1\u30fc\u30e0\u3067\u3059\u3002\u3053\u306e\u5897\u5927\u3059\u308b\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u3001\u79c1\u305f\u3061\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3053\u3068\u306b\u95a2\u3059\u308b\u5305\u62ec\u7684\u306a\u30d6\u30ed\u30b0\u8a18\u4e8b\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002 <a href=\"https:\/\/www.railscarma.com\/ja\/ai%e7%b5%b1%e5%90%88%e3%82%b5%e3%83%bc%e3%83%93%e3%82%b9\/\">\u4f01\u696dAI\u7d71\u5408<\/a> \u306e\u30e1\u30ea\u30c3\u30c8\u3001\u30c4\u30fc\u30eb\u3001\u8ab2\u984c\u3001\u30b9\u30c6\u30c3\u30d7\u3001\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3001\u305d\u3057\u3066\u4eca\u5f8c\u306e\u5c55\u671b\u3092\u30ab\u30d0\u30fc\u3057\u307e\u3059\u3002\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u541f\u5473\u3057\u3066\u3044\u308bIT\u62c5\u5f53\u8005\u3067\u3042\u308c\u3001\u6d1e\u5bdf\u3092\u5f97\u308b\u305f\u3081\u306e\u5b9f\u4e16\u754c\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u63a2\u3057\u3066\u3044\u308b\u958b\u767a\u8005\u3067\u3042\u308c\u3001\u3053\u306e\u30ac\u30a4\u30c9\u306b\u306fRoR\u306e\u4e16\u754c\u306bAI\u3092\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u3059\u3079\u3066\u304c\u8a70\u307e\u3063\u3066\u3044\u307e\u3059\u3002.<\/p><h3><strong>\u306a\u305c\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baAI\u7d71\u5408\u306bRuby on Rails\u306a\u306e\u304b\uff1f<\/strong><\/h3><p>\u4f55\u5e74\u3082\u306e\u9593\u3001Ruby on Rails\u306f\u3001\u30af\u30ea\u30fc\u30f3\u306a\u30b3\u30fc\u30c9\u3068\u8c4a\u5bcc\u306agem\u3067\u975e\u5e38\u306b\u9ad8\u901f\u306b\u958b\u767a\u3067\u304d\u308b\u305f\u3081\u4eba\u6c17\u304c\u3042\u308a\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3060\u3051\u3067\u306a\u304f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3082\u5b9a\u756a\u3068\u306a\u3063\u3066\u3044\u308b\u30022026\u5e74\u306b\u306f\u3001RoR\u304c\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306b\u6700\u9069\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bAPI\u99c6\u52d5\u578b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u306e\u30c8\u30ec\u30f3\u30c9\u304c\u9ad8\u307e\u308b\u305f\u3081\u3001AI\u306b\u304a\u3051\u308bRoR\u306e\u6709\u52b9\u6027\u306f\u3055\u3089\u306b\u9ad8\u307e\u308b\u3060\u308d\u3046\u3002RoR\u306f\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4f01\u696d\u306f\u4f55\u3082\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u306a\u304fAI\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002.<\/p><p>\u5e02\u5834\u6295\u5165\u307e\u3067\u306e\u30b9\u30d4\u30fc\u30c9\u3002\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u306e\u3072\u3068\u3064\u306f\u3001\u5e02\u5834\u6295\u5165\u307e\u3067\u306e\u30b9\u30d4\u30fc\u30c9\u3060\u3068\u30a2\u30e2\u30eb\u30fc\u30bd\u306f\u8a00\u3046\u3002RoR\u306e \u201cDRY\u201d\uff08Don't Repeat Yourself\uff09\u30dd\u30ea\u30b7\u30fc\u3068\u30b9\u30ad\u30e3\u30d5\u30a9\u30fc\u30eb\u30c7\u30a3\u30f3\u30b0\u6a5f\u80fd\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30fb\u30a8\u30f3\u30b8\u30f3\u306a\u3069\u306eAI\u6a5f\u80fd\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3092\u6570\u9031\u9593\u3067\u306f\u306a\u304f\u6570\u65e5\u3067\u4f5c\u6210\u3067\u304d\u308b\u3002\u4f01\u696d\u5074\u306b\u3068\u3063\u3066\u306f\u3001AI\u3078\u306e\u6295\u8cc7\u306b\u5bfe\u3059\u308bROI\u304c\u3088\u308a\u65e9\u304f\u306a\u308b\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u3002\u3055\u3089\u306b\u3001RoR\u306b\u306f\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fb\u30b5\u30dd\u30fc\u30c8\u304c\u3042\u308b\u305f\u3081\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u6271\u3046AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u4e0d\u53ef\u6b20\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308bRails 8\u306e\u6539\u5584\u3092\u542b\u3080\u5b9a\u671f\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3066\u3044\u308b\u3002.<\/p><p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u3082\u3046\u4e00\u3064\u306e\u67f1\u3060\u3002RoR\u306b\u306f\u3001\u4e00\u822c\u7684\u306a\u8106\u5f31\u6027\uff08SQL\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3084XSS\u306a\u3069\uff09\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u30b3\u30fc\u30c9\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u304a\u308a\u3001GDPR\u3084HIPAA\u306a\u3069\u306e\u4f01\u696d\u6a19\u6e96\u306b\u6e96\u62e0\u3057\u3066\u3044\u308b\u3002\u30b9\u30b1\u30fc\u30eb\uff1a\u6c34\u5e73\u65b9\u5411\u306b\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3057\u3001\u30af\u30e9\u30a6\u30c9-AWS\u3001Azure\u3001Heroku\u3068\u7d71\u5408\u3002.<\/p><p>\u3055\u3089\u306b\u3001RoR\u306fAI\u3092\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u306b\u3064\u306a\u3052\u308b\u3002Python\u306f\u7d14\u7c8b\u306aML\u7814\u7a76\u306b\u306f\u4f7f\u3044\u3084\u3059\u304f\u3001Ruby on Rails\u306fAPI\u7d4c\u7531\u3067AI\u3092\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u5316\u3067\u304d\u308b\u3002Shopify\u3084Airbnb\u306e\u3088\u3046\u306a\u4f01\u696d\u306f\u3001AI\u8981\u7d20\u3092\u542b\u3080RoR\u30a2\u30d7\u30ea\u3092\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u3066\u3044\u308b\u3002\u8a00\u3044\u63db\u3048\u308c\u3070\u3001RoR\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3067\u306a\u3044\u30c1\u30fc\u30e0\u306e\u305f\u3081\u306bAI\u3092\u6c11\u4e3b\u5316\u3057\u3001\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u958b\u767a\u8005\u304c\u6df1\u3044ML\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u306a\u3057\u3067\u30b9\u30de\u30fc\u30c8\u3055\u3092\u8ffd\u52a0\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3002.<\/p><h3><strong>Ruby on Rails\u3067AI\u306b\u4e0d\u53ef\u6b20\u306a\u30c4\u30fc\u30eb\u3068\u30c6\u30af\u30ce\u30ed\u30b8\u30fc<\/strong><\/h3><ul><li>\u30c4\u30fc\u30eb\u3001gem\u3001\u30d1\u30bf\u30fc\u30f3\u3001\u3055\u3089\u306b\u306f\u30b5\u30fc\u30d3\u30b9\u3092\u9069\u5207\u306b\u4f7f\u3046\u3053\u3068\u3067\u3001RoR\u5185\u3067AI\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u5b9f\u88c5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002Ruby\u306b\u306fPython\u306e\u3088\u3046\u306aML\u306e\u6df1\u3055\u306f\u306a\u3044\u304c\u3001\u305d\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306f\u30e9\u30c3\u30d1\u30fc\u3084API\u3001\u4e2d\u9053\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u88dc\u3063\u3066\u3044\u308b\u3002.<\/li><li>\u4f4e\u7a7a\u98db\u884c\u306e\u679c\u5b9f\u306e\u305f\u3081\u306eAI API\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002yobanbe-openai\u30b8\u30a7\u30e0\u306f\u3001NLP\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u306e\u305f\u3081\u306eOpenAI\u306eGPT\u30e2\u30c7\u30eb\u3078\u306e\u4f7f\u3044\u3084\u3059\u3044\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3002\u540c\u69d8\u306b\u3001google-cloud-ai\u3068aws-sdk-ai gem\u306fGoogle Cloud AI\u3068Amazon SageMaker\u3067\u52d5\u4f5c\u3057\u3001\u7279\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u4e88\u6e2c\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002.<\/li><li>ML\u306b\u3064\u3044\u3066\u306f\u3001Rumale\u306fSVM\u3001k-NN\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3001\u8efd\u91cf\u30e2\u30c7\u30eb\u306b\u9069\u3057\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u542b\u3080\u8457\u540d\u306aRuby gem\u3067\u3042\u308b\u3002SciRuby\u306fRuby\u7528\u306e\u79d1\u5b66\u8a08\u7b97\u74b0\u5883\u3067\u3042\u308a\u3001TensorStream\u306fTensorFlow\u306e\u7d14\u7c8b\u306aRuby\u7248\u3067\u3042\u308b\u3002Data Analysis in RUby (Daru)\u306f\u3001\u201d Ruby\u7528\u306eDataFrame\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001Pandas (Python)\u3068\u540c\u69d8\u306e\u65b9\u6cd5\u3067\u52d5\u4f5c\u3059\u308b\u3002\u201dNMatrix\u306f\u6570\u5024\u8a08\u7b97\u306b\u4f7f\u3048\u308b\u3002.<\/li><li>\u958b\u767a\u8005\u5411\u3051\u306e\u751f\u7523\u6027\u5411\u4e0a\u30c4\u30fc\u30eb\u304c\u30012026\u5e74\u306eRoR\u30b2\u30fc\u30e0\u3092\u5909\u3048\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u3002GitHub\u306eCopilot\u306f\u3001AI\u3092\u4f7f\u3063\u3066\u30b3\u30fc\u30c9\u3092\u81ea\u52d5\u5b8c\u6210\u3055\u305b\u3001\u30c6\u30b9\u30c8\u3092\u66f8\u304d\u3001\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3092\u652f\u63f4\u3059\u308b\u3002Snyk\u3068DeepCode by Amazon\u306f\u3001ML\u3092\u4f7f\u3063\u3066\u30b3\u30fc\u30c9\u306e\u30d0\u30b0\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u554f\u984c\u3092\u898b\u3064\u3051\u51fa\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306fAPI\u3092\u901a\u3058\u3066ChatGPT\u3092\u7d44\u307f\u8fbc\u307f\u3001\u30ed\u30dc\u30c3\u30c8\u306b\u3088\u308b\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3092\u305d\u306e\u5834\u3067\u8ffd\u52a0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002.<\/li><li>\u4f01\u696d\u30ec\u30d9\u30eb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u306f\u3001Sidekiq\u306bAI\u30bf\u30b9\u30af\u306a\u3069\u306e\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u30b8\u30e7\u30d6\u51e6\u7406\u3092\u975e\u540c\u671f\u3067\u51e6\u7406\u3055\u305b\u3001\u30c7\u30d7\u30ed\u30a4\u30ec\u30d9\u30eb\u3067\u306f\u3001RoR\u3068Python\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u30c7\u30d7\u30ed\u30a4\u306e\u305f\u3081\u306bDocker\u3068Kubernetes\u3092\u4f7f\u7528\u3059\u308b\u3002Ruby\u30d0\u30a4\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u6301\u3064LangChain\u306e\u3088\u3046\u306a\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306f\u3001\u30e2\u30c7\u30eb\u81ea\u8eab\u304c\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u9023\u9396\u3055\u305b\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8AI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002.<\/li><\/ul><p>\u3053\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u306f\u3001RoR\u3092AI\u306e\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u5834\u6240\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u306e\u512a\u7f8e\u3055\u3068\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u304c\u51fa\u4f1a\u3046\u5834\u6240\u306b\u3059\u308b\u3002.<\/p><h3><strong>Ruby on Rails\u306bAI\u3092\u7d44\u307f\u8fbc\u3080\u306b\u306f\uff1f<\/strong><\/h3><p>AI\u306e\u5c0e\u5165\u306f\u6c17\u5f8c\u308c\u3059\u308b\u5fc5\u8981\u306f\u306a\u3044\u3002\u3053\u3053\u3067\u306f\u3001\u4f01\u696d\u5411\u3051\u306e\u5b9f\u8df5\u7684\u306a\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u30ac\u30a4\u30c9\u3092\u7d39\u4ecb\u3059\u308b\uff1a<\/p><ul><li><strong>\u30cb\u30fc\u30ba\u3092\u8a55\u4fa1\u3057\u3001AI\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u9078\u3076\uff1a<\/strong> \u4e88\u77e5\u4fdd\u5168\u3084\u4e0d\u6b63\u691c\u77e5\u304c\u5f79\u7acb\u3064\u30da\u30a4\u30f3\u30dd\u30a4\u30f3\u30c8\u3092\u63a2\u3059\u3002\u7cbe\u5ea6\u3084\u5fdc\u7b54\u6642\u9593\u306a\u3069\u306eKPI\u3092\u5b9a\u7fa9\u3059\u308b\u3002.<\/li><li><strong>RoR\u74b0\u5883\u3092\u6e96\u5099\u3059\u308b\uff1a<\/strong> \u65b0\u3057\u3044\u30af\u30fc\u30eb\u306a\u6a5f\u80fd\u306e\u305f\u3081\u306bRails 7+\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3055\u3089\u306b\u5fc5\u8981\u306agem\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b: gem install ruby-openai for integration.<\/li><li><strong>AI API\u3092\u7d71\u5408\u3059\u308b\uff1a<\/strong> API\u30b3\u30fc\u30eb\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u30b5\u30fc\u30d3\u30b9\u30af\u30e9\u30b9\uff08\u4f8b\uff1a\/app\/services\/aiservice.rb\uff09\u3092\u751f\u6210\u3059\u308b\u3002\u4f8b\u3048\u3070\u3001\u30c6\u30ad\u30b9\u30c8\u8981\u7d04\u306bOpenAI\u3092\u6d3b\u7528\u3059\u308b\u3002.<\/li><li><strong>\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u7ba1\u7406<\/strong> Lit\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306f\u3001ActiveRecord\u7d4c\u7531\u3067\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u305f\u5f8c\u3001Daru\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3092\u7ba1\u7406\u3067\u304d\u308b\u3002\u3088\u308a\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u306f\u3001REST API\u307e\u305f\u306fgRPC\u3092\u4f7f\u7528\u3057\u3066Python\u306b\u63a5\u7d9a\u3057\u307e\u3059\u3002.<\/li><li><strong>AI\u6a5f\u80fd\u3092\u958b\u767a\u3059\u308b\uff1a<\/strong> (\u3069\u306e\u3088\u3046\u306a\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\/\u30d3\u30e5\u30fc\u3092\u4f5c\u6210\u3059\u308b\u304b\u3001\u306a\u3069\uff09\u3002\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30a8\u30f3\u30b8\u30f3\u306e\u5834\u5408\u3001\u30e2\u30c7\u30eb\u306fRumale\u3067\u5b66\u7fd2\u3055\u308c\u3001\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u901a\u3057\u3066\u516c\u958b\u3055\u308c\u308b\u3002.<\/li><li><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\uff1a<\/strong> Rails\u8a8d\u8a3c\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066API\u30ad\u30fc\u3092\u81ea\u52d5\u6697\u53f7\u5316\u3002\u30ec\u30fc\u30c8\u5236\u9650\u3068\u30a8\u30e9\u30fc\u51e6\u7406\u3067AI\u5fdc\u7b54\u3092\u51e6\u7406\u3057\u307e\u3059\u3002.<\/li><li><strong>\u30c6\u30b9\u30c8\u30fb\u30a4\u30f3\u30b5\u30a4\u30c9\u30fb\u30a2\u30a6\u30c8<\/strong> \u30e6\u30cb\u30c3\u30c8\u30c6\u30b9\u30c8\u306b\u306fRSpec\u3001\u5408\u6210\u30c7\u30fc\u30bf\u306b\u306fFaker\u3002\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30ec\u30dd\u30fc\u30c8\u306b\u306fNew Relic\u3092\u4f7f\u3046\u3002.<\/li><li><strong>\u30c7\u30d7\u30ed\u30a4\u3068\u30b9\u30b1\u30fc\u30eb\uff1a<\/strong> Docker\u5316\u3001\u30af\u30e9\u30a6\u30c9\u3078\u306e\u30c7\u30d7\u30ed\u30a4\u3001AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u81ea\u52d5\u30b9\u30b1\u30fc\u30eb\u3002.<\/li><li><strong>\u76e3\u8996\u3068\u53cd\u5fa9\uff1a<\/strong> \u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u3092\u30e1\u30c8\u30ea\u30af\u30b9\u3084A\/B\u30c6\u30b9\u30c8\u306b\u6d3b\u7528\u3057\u3001AI\u30e2\u30c7\u30eb\u3092\u7e70\u308a\u8fd4\u3057\u6539\u5584\u3057\u307e\u3057\u3087\u3046\u3002.<\/li><li><strong>\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u30fb\u30ec\u30c7\u30a3<\/strong> Redis\u306b\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u3001Webhooks\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306eAI\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3092\u53d7\u3051\u53d6\u308b\u3002.<\/li><\/ul><h3><strong>AI\u3068RoR\u7d71\u5408\u306e\u554f\u984c\u70b9\u3068\u89e3\u6c7a\u7b56<\/strong><\/h3><p>Ruby\u304c\u30d1\u30ef\u30d5\u30eb\u3067\u3042\u308b\u306e\u3068\u540c\u69d8\u306b\u3001RoR\u3067AI\u3092\u4f7f\u3046\u306b\u306f\u305d\u308c\u306a\u308a\u306e\u8ab2\u984c\u304c\u4f34\u3046\u3002\u4e3b\u306a\u7406\u7531\u306e\u3072\u3068\u3064\u306f\u3001Ruby\u306b\u306f\u3053\u306e\u8a00\u8a9e\u306b\u975e\u5e38\u306b\u8fd1\u3044Python\u306b\u6bd4\u3079\u3066\u30cd\u30a4\u30c6\u30a3\u30d6\u306eML\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u5c11\u306a\u304f\u3001\u30c7\u30fc\u30bf\u91cf\u306e\u591a\u3044\u30bf\u30b9\u30af\u3067\u306f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u308b\u3053\u3068\u3060\u3002\u89e3\u6c7a\u7b56RoR\u3092\u30a2\u30d7\u30ea\u30ec\u30a4\u30e4\u30fc\u306b\u3001Python\u306e\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3092API\u3067\u63a5\u7d9a\u3057\u3001\u91cd\u3044\u4f5c\u696d\u3092\u884c\u3046\u30dd\u30ea\u30b0\u30ed\u30c3\u30c8\u3002.<\/p><ul><li>AI\u306e\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u306e75\uff05\u306f\u30016\u30f6\u6708\u306e\u9593\u306b\u30c7\u30fc\u30bf\u30c9\u30ea\u30d5\u30c8\uff08\u6642\u9593\u306e\u7d4c\u904e\u306b\u3088\u308b\u30e2\u30c7\u30eb\u306e\u52a3\u5316\uff09\u306b\u3088\u3063\u3066\u52a3\u5316\u3057\u3066\u3044\u308b\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306bEvidently\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u308b\uff08RoR\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3068\u7c21\u5358\u306b\u7d71\u5408\u3067\u304d\u308b\uff09\u3002.<\/li><li>\u5f37\u529b\u306aAI\u30e2\u30c7\u30eb\u306f\u3001\u3042\u307e\u308a\u306b\u3082\u591a\u304f\u306e\u8a08\u7b97\u3092\u5fc5\u8981\u3068\u3059\u308b\u3002RoR\u304c\u30b7\u30f3\u30b0\u30eb\u30b9\u30ec\u30c3\u30c9\u3067\u3042\u308b\u3053\u3068\u306f\u3001JRuby\uff08\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\uff09\u3084Sidekiq\uff08\u4e26\u5217\u51e6\u7406\uff09\u3067\u56de\u907f\u3067\u304d\u308b\u3002.<\/li><li>\u4f8b\u3048\u3070\u3001LLM\u304c\u6642\u9593\u5185\u306b\u5165\u529b\u3092\u6ce8\u5165\u3057\u306a\u3044\u306a\u3069\u3067\u3042\u308b\u3002\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u6cd5\u3067\u306f\u3001\u76e3\u67fb\u30ed\u30b0\u3068\u533f\u540d\u5316\u306b\u5f93\u3046\u3053\u3068\u304c\u7fa9\u52d9\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b\u3002.<\/li><\/ul><p>\u3053\u308c\u3089\u306e\u9762\u3067\u7a4d\u6975\u7684\u306a\u5bfe\u7b56\u3092\u8b1b\u3058\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306fRoR\u306eAI\u80fd\u529b\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002.<\/p><h3><strong>\u5b9f\u969b\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3<\/strong><\/h3><p>\u4e16\u754c\u4e2d\u306e\u4f01\u696d\u304c\u3059\u3067\u306bAI\u3068RoR\u306e\u7d71\u5408\u3067\u6210\u529f\u3092\u53ce\u3081\u3066\u3044\u308b\u3002\u4f8b\u3048\u3070\u3001\u30dd\u30fc\u30e9\u30f3\u30c9\u306e\u3042\u308b\u5c0f\u58f2\u696d\u8005\u306f\u3001RoR\u4e0a\u3067ML\u3092\u6d3b\u7528\u3057\u305f\u30aa\u30f3\u30e9\u30a4\u30f3\u30fb\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u3092\u958b\u767a\u3057\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u4f53\u9a13\u306b\u3088\u308a30%\u306e\u58f2\u4e0a\u5897\u3092\u9054\u6210\u3057\u305f\u3002.<\/p><p>\u5225\u306e\u4e8b\u4f8b\u3067\u306f\u3001\u3042\u308b\u533b\u7642\u4f01\u696d\u304cRoR\u30a2\u30d7\u30ea\u306bAI\u30c7\u30fc\u30bf\u5206\u6790\u3092\u8ffd\u52a0\u3057\u3066\u60a3\u8005\u306e\u8ee2\u5e30\u3092\u4e88\u6e2c\u3057\u3001Rumale\uff08\u30e2\u30c7\u30ea\u30f3\u30b0\uff09\u3068OpenAI\u306eNLP\u30a4\u30f3\u30b5\u30a4\u30c8\u306b\u3088\u3063\u3066\u518d\u5165\u9662\u3092\u56de\u907f\u3057\u306615%\u306e\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u305f\u3002.<\/p><p>AI\u3068RoR\u305d\u306e\u3082\u306e\u3067\u3042\u308bRailsCarma\u306f\u3001\u30e1\u30c7\u30a3\u30a2\u696d\u754c\u5411\u3051\u306e\u30b9\u30de\u30fc\u30c8CMS\u306e\u3088\u3046\u306aAI\u4e3b\u5c0e\u306eRoR\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3057\u3066\u304a\u308a\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u81ea\u52d5\u7684\u306b\u30ad\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3057\u3001\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u309240%\u5897\u52a0\u3055\u305b\u3066\u3044\u308b\u3002.<\/p><p>\u3053\u308c\u3089\u306e\u30b1\u30fc\u30b9\u306f\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baAI\u306e\u305f\u3081\u306eRoR\u306e\u4f8b\u793a\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3042\u308b\u3002.<\/p><h3><strong>\u3053\u308c\u304b\u3089\u306eAI\u3068Ruby on Rails\u306e\u52d5\u5411<\/strong><\/h3><p>2026\u5e74\u306b\u6ce8\u76ee\u3059\u3079\u304d\u52a0\u901f\u3059\u308b\u30af\u30e9\u30a6\u30c9\u6280\u8853\u306e\u30c8\u30ec\u30f3\u30c9\u306b\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3001\u3088\u308a\u512a\u308c\u305fDevSecOps\u3001DevSecBizOps\u306a\u3069\u304c\u3042\u308b\u3002RoR\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u4e3b\u5c0e\u306e\u958b\u767a\u3068Copilot\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3092\u6301\u3061\u3001\u5b8c\u5168\u306a\u30a2\u30d7\u30ea\u3092\u751f\u6210\u3059\u308b\u3060\u308d\u3046\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3068\u30a8\u30c3\u30b8\u30d9\u30fc\u30b9\u306eAI\u304c\u652f\u914d\u3057\u3001RoR\u306f\u305d\u306e\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30ec\u30a4\u30e4\u30fc\u3068\u306a\u308b\u3060\u308d\u3046\u3002.<\/p><ul><li>\u4e88\u898b\u7684\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7684\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u3053\u3053\u306b\u3068\u3069\u307e\u308b\u3060\u308d\u3046\u3002\u4eca\u5f8c\u306e\u30c8\u30ec\u30f3\u30c9\u3068\u3057\u3066\u3001AI\u306b\u3088\u308b\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5316\u304c\u4e88\u60f3\u3055\u308c\u307e\u3059\uff1a<\/li><li>\u80fd\u529b\uff08\u30c7\u30fc\u30bf\u5206\u6790\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u7ba1\u7406\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\uff09; \u30d7\u30e9\u30b0\u30a4\u30f3\u3002.<\/li><li>AI\u4e3b\u5c0e\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\uff08\u4f8b\u3048\u3070\u3001AI\u7d71\u5408\u306b\u95a2\u3059\u308b\u5171\u540c\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u305f\u3081\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6226\u7565\u7684\u8ab2\u984c\u306b\u7b54\u3048\u308b\uff09\u3002.<\/li><li>AI\u517c\u30b5\u30b9\u30c6\u30a4\u30ca\u30d3\u30ea\u30c6\u30a3\uff08\u30ab\u30fc\u30dc\u30f3\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u305f\u3081\u306e\u74b0\u5883\u52b9\u7387\u306e\u9ad8\u3044\u30e2\u30c7\u30eb\u306e\u5fc5\u8981\u6027\uff09\u306f\u3001RoR\u306e\u8efd\u91cf\u5316\u306b\u3088\u308a\u30d5\u30a3\u30c3\u30c8\u3059\u308b\u3060\u308d\u3046\u3002.<\/li><\/ul><h2><strong>\u7d50\u8ad6RailsCarma\u3068\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308b\u5b8c\u74a7\u306aAI\u7d71\u5408<\/strong><\/h2><p>Ruby on Rails\u306b\u3088\u308b\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baAI\u306e\u7d71\u5408\u306f\u30012026\u5e74\u306e\u8996\u70b9\u304b\u3089\u898b\u308b\u3068\u975e\u5e38\u306b\u30a8\u30ad\u30b5\u30a4\u30c6\u30a3\u30f3\u30b0\u306a\u88fd\u54c1\u3060\u3002\u8fc5\u901f\u306a\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3068\u691c\u8a3c\u304b\u3089\u672c\u756a\u898f\u6a21\u306e\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3001RoR\u306f\u4f01\u696d\u304cAI\u3092\u30b9\u30de\u30fc\u30c8\u306b\u53d6\u308a\u5165\u308c\u308b\u306e\u3092\u652f\u63f4\u3057\u307e\u3059\u3002.<\/p><p>\u3067 <a href=\"https:\/\/www.railscarma.com\/ja\">\u30ec\u30fc\u30eb\u30ab\u30fc\u30de<\/a>, \u305d\u306e\u305f\u3081\u306b\u3001\u79c1\u305f\u3061\u306f\u5e38\u306b\u4e00\u6b69\u8e0f\u307f\u51fa\u3059\u3053\u3068\u3092\u60dc\u3057\u307f\u307e\u305b\u3093\u3002\u79c1\u305f\u3061\u306f\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u3001RoR\u3001AI\u306e\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u3067\u3042\u308a\u3001\u65b0\u3057\u3044\u6280\u8853\u3092\u5c0e\u5165\u3057\u3066\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u307e\u3059\u3002RailsCarma\u3068\u9023\u7d61\u3092\u53d6\u308a\u3001\u3042\u306a\u305f\u306e\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4eca\u3059\u3050AI\u306b\u5909\u3048\u307e\u3057\u3087\u3046\u3002.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t  <div class=\"related-post slider\">\r\n        <div class=\"headline\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n    <div class=\"post-list owl-carousel\">\r\n\r\n            <div class=\"item\">\r\n            <div class=\"thumb post_thumb\">\r\n    <a  title=\"MLOps\u306e\u305f\u3081\u306eRuby on Rails: ML\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u5b8c\u5168\u30ac\u30a4\u30c9\" href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/ruby-on-rails-for-mlops-ml%e3%83%87%e3%83%97%e3%83%ad%e3%82%a4%e3%83%a1%e3%83%b3%e3%83%88%e5%ae%8c%e5%85%a8%e3%82%ac%e3%82%a4%e3%83%89\/?related_post_from=41350\">\r\n\r\n      <img decoding=\"async\" width=\"800\" height=\"300\" src=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/05\/Ruby-on-Rails-for-MLOps.png\" class=\"attachment-full size-full wp-post-image\" alt=\"MLOps\u306e\u305f\u3081\u306eRuby on Rails\" srcset=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/05\/Ruby-on-Rails-for-MLOps.png 800w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/05\/Ruby-on-Rails-for-MLOps-300x113.png 300w, 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           },\r\n            1200: {\r\n              items: 2,\r\n            }\r\n          },\r\n                      rewind: true,\r\n                                loop: true,\r\n                                center: false,\r\n                                autoplay: true,\r\n            autoplayHoverPause: true,\r\n                                nav: true,\r\n            navSpeed: 1000,\r\n            navText: ['<i class=\"fas fa-chevron-left\"><\/i>', '<i class=\"fas fa-chevron-right\"><\/i>'],\r\n                                dots: false,\r\n            dotsSpeed: 1200,\r\n                                                    rtl: false,\r\n          \r\n        });\r\n      });\r\n    <\/script>\r\n  <\/div>","protected":false},"excerpt":{"rendered":"<p>In the constantly evolving world of enterprise technology, AI takes the center stage for enabling business innovation, efficiency, and competitive advantage. By 2026, most companies will have adopted AI as an integral part of their business operations, using it to automate tasks and decision-making, and to personalize user experiences. Strange as it may seem, the lightweight and productivity-friendly Ruby on Rails (RoR) web component framework becomes a powerful solution when it comes to integrating with AI. Although languages such as Python are often seen as the dominant languages of AI, RoR\u2019s convention over configuration approach makes it well-suited for creating easily scalable, AI-driven applications rapidly. Apart from being a trusted &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/how-to-build-a-scalable-saas-platform-using-ruby-on-rails\/\"> <span class=\"screen-reader-text\">Ruby on Rails\u3092\u4f7f\u3063\u3066\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306aSaaS\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u65b9\u6cd5<\/span> \u3082\u3063\u3068\u8aad\u3080 \"<\/a><\/p>","protected":false},"author":11,"featured_media":40032,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1224],"tags":[],"class_list":["post-40021","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Enterprise AI Integration with Ruby on Rails - RailsCarma<\/title>\n<meta name=\"description\" content=\"Seamless Enterprise AI Integration with Ruby on Rails empowers businesses to automate workflows, enhance insights, &amp; drive smarter decisions.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.railscarma.com\/ja\/\u30d6\u30ed\u30b0\/ruby-on-rails\u306b\u3088\u308b\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baai\u7d71\u5408\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Enterprise AI Integration with Ruby on Rails - 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