{"id":4229,"date":"2025-12-12T17:13:32","date_gmt":"2025-12-12T09:13:32","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=4229"},"modified":"2025-12-12T17:13:32","modified_gmt":"2025-12-12T09:13:32","slug":"a-comprehensive-analysis-of-amazon-lex-creating-an-intelligent-conversational-experience","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ja\/\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u4f1a\u8a71\u4f53\u9a13\u3092\u751f\u307f\u51fa\u3059amazon-lex\u306e\u5305\u62ec\/","title":{"rendered":"Amazon Lex \u5b8c\u5168\u5206\u6790: \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u4f1a\u8a71\u4f53\u9a13\u306e\u5275\u51fa"},"content":{"rendered":"<p>\u4eca\u65e5\u306e\u9032\u5316\u3057\u7d9a\u3051\u308b\u30c7\u30b8\u30bf\u30eb\u4f53\u9a13\u306b\u304a\u3044\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u81ea\u7136\u8a00\u8a9e\u3092\u4ecb\u3057\u3066\u30b7\u30b9\u30c6\u30e0\u3068\u5bfe\u8a71\u3059\u308b\u3053\u3068\u306b\u6163\u308c\u3066\u304d\u307e\u3057\u305f\u3002\u30aa\u30f3\u30e9\u30a4\u30f3\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306aQ&amp;A\u3001\u4e88\u7d04\u30b7\u30b9\u30c6\u30e0\u3001\u30bb\u30eb\u30d5\u30b5\u30fc\u30d3\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306a\u3069\u3001\u307b\u307c\u3059\u3079\u3066\u306e\u30b7\u30ca\u30ea\u30aa\u304c\u300c\u4f1a\u8a71\u578b\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u300d\u3078\u3068\u79fb\u884c\u3057\u59cb\u3081\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u3053\u306e\u30c8\u30ec\u30f3\u30c9\u306e\u4e2d\u3067\u3001<strong>\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u3067\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u3067\u3057\u3087\u3046\u304b?<\/strong><\/p>\n<p>AWS\u306f\u958b\u767a\u8005\u306b\u5f37\u529b\u306a\u7b54\u3048\u3092\u63d0\u4f9b\u3057\u307e\u3059\u2014<strong>\u30a2\u30de\u30be\u30f3\u30ec\u30c3\u30af\u30b9<\/strong>\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Amazon Lex \u306e\u30b5\u30fc\u30d3\u30b9\u6982\u8981\u3001\u30b3\u30a2\u6a5f\u80fd\u3001\u4e00\u822c\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b7\u30ca\u30ea\u30aa\u3001\u305d\u3057\u3066\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u4e0a\u306e\u5229\u70b9\u3092\u7db2\u7f85\u7684\u306b\u5206\u6790\u3057\u307e\u3059\u3002AWS \u30ea\u30bb\u30e9\u30fc\u3068\u3057\u3066\u306e\u7d4c\u9a13\u306b\u57fa\u3065\u304d\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30b0\u30ec\u30fc\u30c9\u306e\u4f1a\u8a71\u578b\u30b7\u30b9\u30c6\u30e0\u3092\u3088\u308a\u52b9\u7387\u7684\u306b\u69cb\u7bc9\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3082\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>Amazon Lex\u3068\u306f\u4f55\u3067\u3059\u304b?<\/strong><\/h4>\n<p><strong>Amazon Lex \u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u4eee\u60f3\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u7c21\u5358\u306b\u69cb\u7bc9\u3067\u304d\u308b\u3001AWS \u304c\u63d0\u4f9b\u3059\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406 (NLP) \u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/strong><\/p>\n<p>Amazon Alexa \u3068\u540c\u3058\u81ea\u7136\u8a00\u8a9e\u7406\u89e3 (NLU) \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u642d\u8f09\u3057\u3066\u304a\u308a\u3001\u958b\u767a\u8005\u306f\u30ed\u30dc\u30c3\u30c8\u306b\u30c6\u30ad\u30b9\u30c8\u5165\u529b\u3092\u7406\u89e3\u3055\u305b\u3001\u91cd\u8981\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3001\u4eba\u9593\u306e\u3088\u3046\u306b\u8907\u6570\u30bf\u30fc\u30f3\u306e\u5bfe\u8a71\u3092\u51e6\u7406\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u5f93\u6765\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u306b\u306f\u3001\u4f01\u696d\u306f\u6b21\u306e\u3053\u3068\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u72ec\u81ea\u306eNLP\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b<\/li>\n<li>API\u306e\u8a2d\u5b9a<\/li>\n<li>\u63a8\u8ad6\u30b7\u30b9\u30c6\u30e0\u306e\u5c55\u958b<\/li>\n<li>\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u7d99\u7d9a\u7684\u306a\u6700\u9069\u5316\u3068\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306f\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5c02\u9580\u30c1\u30fc\u30e0\u306b\u3088\u308b\u9577\u671f\u7684\u306a\u53d6\u308a\u7d44\u307f\u3082\u5fc5\u8981\u3067\u3059\u3002\u4e00\u65b9\u3001Amazon Lex \u306f\u2026<strong>\u3059\u3050\u306b\u4f7f\u3048\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6a5f\u80fd<\/strong>\u3053\u308c\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d4c\u9a13\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u3001\u9ad8\u54c1\u8cea\u306e\u4f1a\u8a71\u578b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4><\/h4>\n<h4><strong>Amazon Lex\u306e\u30b3\u30a2\u6a5f\u80fd<\/strong><\/h4>\n<h5><strong>1. \u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u3068\u610f\u5473\u8a8d\u8b58<\/strong><\/h5>\n<p>Lex \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30c6\u30ad\u30b9\u30c8 (\u307e\u305f\u306f\u97f3\u58f0) \u5165\u529b\u3092\u81ea\u52d5\u7684\u306b\u5206\u6790\u3057\u3001\u6b21\u306e\u3082\u306e\u3092\u8a8d\u8b58\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u610f\u56f3<\/strong>\u30e6\u30fc\u30b6\u30fc\u306f\u4f55\u3092\u3057\u305f\u3044\u306e\u3067\u3057\u3087\u3046\u304b?<\/li>\n<li><strong>\u30b9\u30ed\u30c3\u30c8<\/strong>\u30bf\u30b9\u30af\u3092\u5b8c\u4e86\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831<\/li>\n<li><strong>\u30b3\u30f3\u30c6\u30af\u30b9\u30c8<\/strong>\u7d99\u7d9a\u7684\u306a\u5bfe\u8a71\u6bb5\u968e<\/li>\n<\/ul>\n<p>\u4f8b\u3048\u3070\uff1a<\/p>\n<p>\u300c\u660e\u65e5\u306e\u5348\u524d9\u6642\u306e\u4e0a\u6d77\u767a\u5317\u4eac\u884c\u304d\u306e\u822a\u7a7a\u5238\u3092\u4e88\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u300d<\/p>\n<p>Lex \u306f\u6b21\u306e\u3082\u306e\u3092\u81ea\u52d5\u8a8d\u8b58\u3067\u304d\u307e\u3059:<\/p>\n<ul>\n<li>\u610f\u56f3: \u30d5\u30e9\u30a4\u30c8\u3092\u4e88\u7d04\u3059\u308b<\/li>\n<li>\u30b9\u30ed\u30c3\u30c8: \u51fa\u767a\u5730\u3001\u76ee\u7684\u5730\u3001\u6642\u9593<\/li>\n<li>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8: \u5ba2\u5ba4\u30af\u30e9\u30b9\u307e\u305f\u306f\u4e57\u5ba2\u60c5\u5831\u306b\u3064\u3044\u3066\u3055\u3089\u306b\u554f\u3044\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304b?<\/li>\n<\/ul>\n<h5><strong>2. \u8907\u96d1\u306a\u30de\u30eb\u30c1\u30bf\u30fc\u30f3\u5bfe\u8a71\u51e6\u7406<\/strong><\/h5>\n<p>Lex \u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u30c0\u30a4\u30a2\u30ed\u30b0\u30d5\u30ed\u30fc\u306e\u69cb\u7bc9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u4e88\u7d04\u767b\u9332<\/li>\n<li>\u304a\u5ba2\u69d8\u304a\u554f\u3044\u5408\u308f\u305bQ&amp;A<\/li>\n<li>\u7269\u6d41\u72b6\u6cc1\u306e\u8ffd\u8de1<\/li>\n<li>\u30d5\u30a9\u30fc\u30e0\u30d9\u30fc\u30b9\u306e\u60c5\u5831\u53ce\u96c6<\/li>\n<\/ul>\n<p>\u30bb\u30c3\u30b7\u30e7\u30f3\u30b9\u30c6\u30fc\u30bf\u30b9\u3092\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306b\u8ffd\u8de1\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30bf\u30b9\u30af\u3092\u5b8c\u4e86\u3067\u304d\u308b\u3088\u3046\u306b\u30ac\u30a4\u30c9\u3057\u307e\u3059\u3002<\/p>\n<h5><strong>3. \u97f3\u58f0\u3068\u30c6\u30ad\u30b9\u30c8\u306e\u30c7\u30e5\u30a2\u30eb\u30e2\u30fc\u30c9\u5165\u529b<\/strong><\/h5>\n<p>Lex \u306f\u3001Amazon Polly \u3084 AWS Lambda \u306a\u3069\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3057\u3066\u3001\u6b21\u306e\u3053\u3068\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c6\u30ad\u30b9\u30c8\u97f3\u58f0\u5909\u63db<\/li>\n<li>\u97f3\u58f0\u3092\u4f7f\u3063\u3066\u30ed\u30dc\u30c3\u30c8\u3068\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3059\u308b<\/li>\n<li>\u96fb\u8a71\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b<\/li>\n<\/ul>\n<p>\u30ab\u30b9\u30bf\u30de\u30fc \u30b5\u30fc\u30d3\u30b9 \u30bb\u30f3\u30bf\u30fc\u3084\u30a2\u30a6\u30c8\u30d0\u30a6\u30f3\u30c9 \u30b3\u30fc\u30eb \u30b7\u30b9\u30c6\u30e0\u306a\u3069\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>Amazon Lex\u3068AWS\u306e\u7dca\u5bc6\u306a\u7d71\u5408\u306e\u5229\u70b9<\/strong><\/h4>\n<p>Amazon Lex \u306e\u6700\u5927\u306e\u7279\u5fb4\u306e 1 \u3064\u306f\u3001AWS \u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u81ea\u7136\u306a\u7d71\u5408\u306b\u3088\u308a\u30ef\u30f3\u30af\u30ea\u30c3\u30af\u63a5\u7d9a\u304c\u53ef\u80fd\u306b\u306a\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>AWS \u30b5\u30fc\u30d3\u30b9\u30b5\u30dd\u30fc\u30c8\u6a5f\u80fd<strong>AWS \u30e9\u30e0\u30c0<\/strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30a8\u30ea\u3084\u6ce8\u6587\u30b7\u30b9\u30c6\u30e0\u30b3\u30fc\u30eb\u306a\u3069\u306e\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u51e6\u7406\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002<strong>Amazon DynamoDB<\/strong>\u30e6\u30fc\u30b6\u30fc\u60c5\u5831\u3001\u6ce8\u6587\u8a18\u9332\u3001\u4f1a\u8a71\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u4fdd\u5b58\u3057\u307e\u3059\u3002<strong>\u30a2\u30de\u30be\u30f3S3<\/strong>\u30b9\u30c8\u30ec\u30fc\u30b8\u30ed\u30b0\u3001\u30aa\u30fc\u30c7\u30a3\u30aa\u30d5\u30a1\u30a4\u30eb\u3001\u69cb\u6210\u30d5\u30a1\u30a4\u30eb<strong>Amazon \u30af\u30e9\u30a6\u30c9\u30a6\u30a9\u30c3\u30c1<\/strong>\u30ed\u30dc\u30c3\u30c8\u306e\u6027\u80fd\u3068\u52d5\u4f5c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u76e3\u8996<\/p>\n<p>\u30af\u30e9\u30a6\u30c9 \u30cd\u30a4\u30c6\u30a3\u30d6\u306e\u5229\u70b9\u3068\u306e\u7dca\u5bc6\u306a\u7d71\u5408\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u30af\u30e9\u30a6\u30c9\u306e\u5f3e\u529b\u6027\u3092\u7c21\u5358\u306b\u6d3b\u7528\u3057\u3066\u3001\u5927\u898f\u6a21\u306a\u5bfe\u8a71\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff1a\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u306e\u5bfe\u8a71\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u91cd\u8981\u306a\u8003\u616e\u4e8b\u9805<\/strong><\/h4>\n<p>\u4f01\u696d\u5411\u3051\u306e AI \u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u5e38\u306b Lex 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Amazon Lex + Lambda + \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u88c5<\/strong><\/h5>\n<p>\u4f01\u696d\u304c\u81ea\u52d5\u5316\u3055\u308c\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u5b89\u5b9a\u3057\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8 \u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n<h5><strong>3. \u30b3\u30b9\u30c8\u6700\u9069\u5316\u3068\u9577\u671f\u7684\u306a\u904b\u7528\u30fb\u4fdd\u5b88\u30b5\u30dd\u30fc\u30c8<\/strong><\/h5>\n<p>\u3053\u308c\u306b\u306f\u3001\u4f7f\u7528\u72b6\u6cc1\u306e\u8a55\u4fa1\u3001\u30ea\u30bd\u30fc\u30b9 \u30ac\u30d0\u30ca\u30f3\u30b9\u3001AI \u30e2\u30c7\u30eb\u306e\u76e3\u8996\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<h5><strong>4. 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\u30b7\u30b9\u30c6\u30e0\u3001\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3001\u81ea\u52d5\u5bfe\u8a71\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u69cb\u7bc9\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u3088\u308a\u5c02\u9580\u7684\u306a\u6280\u8853\u30a2\u30c9\u30d0\u30a4\u30b9\u3084\u5b9f\u7528\u7684\u306a\u63d0\u6848\u3092\u5f97\u308b\u305f\u3081\u306b\u3001\u5f53\u793e\u307e\u3067\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>\u7d50\u8ad6<\/strong><\/h4>\n<p>Amazon Lex \u306f\u3001\u9ad8\u5ea6\u306a NLP \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068 AWS 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