{"id":256370,"date":"2025-08-13T02:54:37","date_gmt":"2025-08-13T09:54:37","guid":{"rendered":"https:\/\/messengerbot.app\/building-your-own-chatbot-essential-python-source-code-and-github-projects-to-get-started\/"},"modified":"2025-08-13T02:54:37","modified_gmt":"2025-08-13T09:54:37","slug":"%e8%87%aa%e5%88%86%e3%81%ae%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%9c%e3%83%83%e3%83%88%e3%82%92%e6%a7%8b%e7%af%89%e3%81%99%e3%82%8b%e3%81%9f%e3%82%81%e3%81%ae%e5%bf%85%e9%a0%88python%e3%82%bd","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/ja\/building-your-own-chatbot-essential-python-source-code-and-github-projects-to-get-started\/","title":{"rendered":"\u81ea\u5206\u81ea\u8eab\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\uff1a\u59cb\u3081\u308b\u305f\u3081\u306e\u5fc5\u9808Python\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3068GitHub\u30d7\u30ed\u30b8\u30a7\u30af\u30c8"},"content":{"rendered":"<input type=\"hidden\" value=\"\" data-essbispostcontainer=\"\" data-essbisposturl=\"https:\/\/messengerbot.app\/ja\/building-your-own-chatbot-essential-python-source-code-and-github-projects-to-get-started\/\" data-essbisposttitle=\"Building Your Own Chatbot: Essential Python Source Code and GitHub Projects to Get Started\" data-essbishovercontainer=\"\"><div class=\"key-takeaways-box\">\n<h2>\u4e3b\u306a\u30dd\u30a4\u30f3\u30c8<\/h2>\n<ul>\n<li>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f\u3001\u52b9\u679c\u7684\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3042\u308a\u3001\u305d\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3084\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002<\/li>\n<li>Rasa\u3084Microsoft Bot Framework\u3092\u542b\u3080\u3001\u30c8\u30c3\u30d7\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092GitHub\u3067\u63a2\u6c42\u3057\u3001\u958b\u767a\u3092\u59cb\u3081\u307e\u3057\u3087\u3046\u3002<\/li>\n<li>\u4fe1\u983c\u3067\u304d\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u7121\u6599\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u3066\u3001\u6642\u9593\u3092\u7bc0\u7d04\u3057\u3001Python\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u3092\u5411\u4e0a\u3055\u305b\u307e\u3057\u3087\u3046\u3002<\/li>\n<li>NLP\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u306a\u3069\u306e\u91cd\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u5805\u7262\u306aPython\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u3067\u3059\u3002<\/li>\n<li>HTML\u3068Python\u3092\u7d71\u5408\u3057\u3066\u52d5\u7684\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u6a5f\u80fd\u3092\u5b9f\u73fe\u3057\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3067\u306e\u30e6\u30fc\u30b6\u30fc\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u5411\u4e0a\u3055\u305b\u307e\u3057\u3087\u3046\u3002<\/li>\n<li>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306b\u304a\u3051\u308b\u4e00\u822c\u7684\u306a\u5236\u7d04\u3001\u6280\u8853\u7684\u5236\u9650\u3084\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u61f8\u5ff5\u3092\u7406\u89e3\u3057\u3001\u6210\u529f\u3059\u308b\u5b9f\u88c5\u3092\u78ba\u4fdd\u3057\u307e\u3057\u3087\u3046\u3002<\/li>\n<\/ul>\n<\/div>\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u9b45\u529b\u7684\u306a\u4e16\u754c\u306b\u98db\u3073\u8fbc\u3080\u6e96\u5099\u306f\u3067\u304d\u3066\u3044\u307e\u3059\u304b\uff1f\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5fc5\u9808\u306e <strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/strong> \u306b\u3064\u3044\u3066\u63a2\u6c42\u3057\u307e\u3059\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u4f55\u3067\u3042\u308b\u304b\u3001\u305d\u3057\u3066\u305d\u306e\u91cd\u8981\u6027\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u81ea\u5206\u81ea\u8eab\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u3088\u3046\u3068\u3059\u308b\u4eba\u306b\u3068\u3063\u3066\u91cd\u8981\u3067\u3059\u3002\u79c1\u305f\u3061\u306f\u3001\u898b\u3064\u3051\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u6848\u5185\u3057\u307e\u3059\u3002 <a href=\"https:\/\/github.com\/search?q=chatbot+source+code\" target=\"_blank\" rel=\"noopener\">GitHub\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/a>, 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u3001\u3088\u308a\u5805\u7262\u3067\u591a\u7528\u9014\u306a\u3082\u306e\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306b\u304a\u3051\u308b\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u5f79\u5272<\/h3>\n<p>\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u306a\u305c\u306a\u3089\u3001\u305d\u308c\u304c\u30dc\u30c3\u30c8\u304c\u30e6\u30fc\u30b6\u30fc\u3068\u3069\u308c\u3060\u3051\u52b9\u679c\u7684\u306b\u5bfe\u8a71\u3057\u3001\u610f\u56f3\u3057\u305f\u76ee\u7684\u3092\u679c\u305f\u3059\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u304b\u3089\u3067\u3059\u3002\u9069\u5207\u306b\u66f8\u304b\u308c\u305f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f\u3001Facebook Messenger\u306a\u3069\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u3092\u53ef\u80fd\u306b\u3057\u3001\u81ea\u52d5\u5fdc\u7b54\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u81ea\u52d5\u5316\u3092\u901a\u3058\u3066\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f\u6642\u9593\u3068\u3068\u3082\u306b\u4fee\u6b63\u30fb\u6700\u9069\u5316\u3067\u304d\u308b\u305f\u3081\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u3084\u6280\u8853\u306e\u9032\u6b69\u306b\u5408\u308f\u305b\u3066\u9032\u5316\u3057\u7d9a\u3051\u308b\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u63a2\u6c42\u3057\u305f\u3044\u65b9\u306b\u306f\u3001 <a href=\"https:\/\/github.com\" target=\"_blank\" rel=\"noopener\">GitHub<\/a> \u958b\u767a\u8005\u304c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5171\u6709\u3057\u3001\u5b66\u7fd2\u3084\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u8cb4\u91cd\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u30ea\u30dd\u30b8\u30c8\u30ea\u304c\u8c4a\u5bcc\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>GitHub\u3067\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u898b\u3064\u3051\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u304b\uff1f<\/h2>\n<p>\u898b\u3064\u3051\u308b <strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/strong> GitHub\u3067\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u7c21\u5358\u3067\u3001\u958b\u767a\u8005\u3084\u611b\u597d\u8005\u306b\u3068\u3063\u3066\u306e\u53ef\u80fd\u6027\u306e\u4e16\u754c\u3092\u958b\u304d\u307e\u3059\u3002GitHub\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u542b\u3080\u591a\u6570\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u304c\u30db\u30b9\u30c8\u3055\u308c\u3066\u304a\u308a\u3001\u81ea\u5206\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306e\u65c5\u3092\u5411\u4e0a\u3055\u305b\u305f\u3044\u4eba\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30ea\u30bd\u30fc\u30b9\u3067\u3059\u3002<\/p>\n<h3>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9GitHub\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u63a2\u7d22<\/h3>\n<p>\u52b9\u679c\u7684\u306b\u63a2\u7d22\u3059\u308b\u305f\u3081\u306b\u306f <strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9GitHub<\/strong> \u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u3001\u8208\u5473\u306b\u95a2\u9023\u3059\u308b\u7279\u5b9a\u306e\u691c\u7d22\u7528\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u59cb\u3081\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u300d\u3068\u300cPython\u300d\u306e\u3088\u3046\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u691c\u7d22\u3059\u308b\u3068\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u3063\u305f\u7d50\u679c\u304c\u5f97\u3089\u308c\u307e\u3059\u3002GitHub\u3092\u30ca\u30d3\u30b2\u30fc\u30c8\u3059\u308b\u305f\u3081\u306e\u3044\u304f\u3064\u304b\u306e\u30d2\u30f3\u30c8\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059:<\/p>\n<ul>\n<li><strong>\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u4f7f\u7528\u3059\u308b:<\/strong> GitHub\u3067\u306f\u3001\u8a00\u8a9e\u3001\u30b9\u30bf\u30fc\u6570\u3001\u6700\u8fd1\u306e\u66f4\u65b0\u306b\u3088\u3063\u3066\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u6700\u3082\u95a2\u9023\u6027\u304c\u9ad8\u304f\u3001\u30a2\u30af\u30c6\u30a3\u30d6\u306b\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3055\u308c\u3066\u3044\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>ReadMe\u30d5\u30a1\u30a4\u30eb\u3092\u78ba\u8a8d\u3059\u308b:<\/strong> \u3088\u304f\u6587\u66f8\u5316\u3055\u308c\u305fReadMe\u30d5\u30a1\u30a4\u30eb\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u95a2\u3059\u308b\u91cd\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u3001\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u624b\u9806\u3084\u4f7f\u7528\u4f8b\u3092\u542b\u3093\u3067\u304a\u308a\u3001\u30b3\u30fc\u30c9\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u3067\u3059\u3002<\/li>\n<li><strong>\u30d5\u30a9\u30fc\u30af\u3092\u63a2\u7d22\u3059\u308b:<\/strong> \u30d5\u30a9\u30fc\u30af\u3055\u308c\u305f\u30ea\u30dd\u30b8\u30c8\u30ea\u306f\u3001\u5143\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u3057\u3070\u3057\u3070\u3042\u306a\u305f\u306e\u30cb\u30fc\u30ba\u306b\u3088\u308a\u9069\u3057\u305f\u5f37\u5316\u3084\u30d0\u30b0\u4fee\u6b63\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u6226\u7565\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u8cea\u306e\u9ad8\u3044\u3082\u306e\u3092\u898b\u3064\u3051\u308b\u3060\u3051\u3067\u306a\u304f <strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/strong> \u65e2\u5b58\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u8ca2\u732e\u3057\u305f\u308a\u3001\u81ea\u5206\u81ea\u8eab\u306e <strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u59cb\u3081\u308b\u3053\u3068\u306b\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4e0e\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/strong>.<\/p>\n<h3>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306e\u305f\u3081\u306e\u30c8\u30c3\u30d7GitHub\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/h3>\n<p>\u3053\u3053\u306b\u3042\u306a\u305f\u306e <strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a<\/strong> \u65c5\u3092\u59cb\u3081\u308b\u305f\u3081\u306e\u6ce8\u76ee\u3059\u3079\u304dGitHub\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u3042\u308a\u307e\u3059:<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/RasaHQ\/rasa\" target=\"_blank\" rel=\"noopener\">Rasa<\/a>: \u4f1a\u8a71\u578bAI\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bRasa\u306f\u3001Python\u3092\u4f7f\u7528\u3057\u3066\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306e\u5805\u7262\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<li><a href=\"https:\/\/github.com\/microsoft\/BotFramework\" target=\"_blank\" rel=\"noopener\">Microsoft Bot Framework<\/a>: \u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u8907\u6570\u306e\u30c1\u30e3\u30cd\u30eb\u3067\u30e6\u30fc\u30b6\u30fc\u3068\u5bfe\u8a71\u3067\u304d\u308b\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3068\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<li><a href=\"https:\/\/github.com\/Chatbot-UI\/Chatbot-UI\" target=\"_blank\" rel=\"noopener\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8UI<\/a>: \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7c21\u5358\u306b\u7d71\u5408\u3067\u304d\u308b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u4f53\u9a13\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u3001 <strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/strong> \u306e\u591a\u69d8\u6027\u3092\u793a\u3059\u3060\u3051\u3067\u306a\u304f\u3001\u3042\u306a\u305f\u81ea\u8eab\u306e <strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u59cb\u3081\u308b\u3053\u3068\u306b\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4e0e\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/strong>\u306e\u305f\u3081\u306e\u5805\u5b9f\u306a\u57fa\u76e4\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30b9\u30ad\u30eb\u3092\u5411\u4e0a\u3055\u305b\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u306b\u5fdc\u3048\u308b\u52b9\u679c\u7684\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u7121\u6599\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306b\u306f\u3069\u3053\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b\uff1f<\/h2>\n<p>\u7121\u6599\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u6226\u7565\u3092\u5f37\u5316\u3057\u305f\u3044\u958b\u767a\u8005\u3084\u4f01\u696d\u306b\u3068\u3063\u3066\u30b2\u30fc\u30e0\u30c1\u30a7\u30f3\u30b8\u30e3\u30fc\u3067\u3059\u3002\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u6642\u9593\u3068\u30ea\u30bd\u30fc\u30b9\u3092\u7bc0\u7d04\u3057\u306a\u304c\u3089\u3001\u5805\u7262\u306a <strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u59cb\u3081\u308b\u3053\u3068\u306b\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4e0e\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/strong>\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u8cea\u306e\u9ad8\u3044\u7121\u6599\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u898b\u3064\u3051\u308b\u65b9\u6cd5\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<h3>\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u7121\u6599\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u898b\u3064\u3051\u308b<\/h3>\n<p>\u7121\u6599\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u591a\u6570\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u6700\u3082\u4fe1\u983c\u3067\u304d\u308b\u30bd\u30fc\u30b9\u306e\u3044\u304f\u3064\u304b\u3067\u3059:<\/p>\n<ul>\n<li><strong>GitHub:<\/strong> \u3053\u308c\u306f\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u306e\u5b9a\u756a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3042\u306a\u305f\u306f <a href=\"https:\/\/github.com\/search?q=chatbot+source+code\" target=\"_blank\" rel=\"noopener\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9GitHub<\/a> \u30b7\u30f3\u30d7\u30eb\u306a\u30dc\u30c3\u30c8\u304b\u3089\u8907\u96d1\u306aAI\u99c6\u52d5\u30b7\u30b9\u30c6\u30e0\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u30ea\u30dd\u30b8\u30c8\u30ea\u3002<\/li>\n<li><strong>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30df\u30e5\u30cb\u30c6\u30a3:<\/strong> \u306e\u3088\u3046\u306a\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306f\u3001\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u4f1a\u8a71\u306b\u53c2\u52a0\u3067\u304d\u308b\u3055\u307e\u3056\u307e\u306aAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www.opensource.com\/\" target=\"_blank\" rel=\"noopener\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30a4\u30cb\u30b7\u30a2\u30c6\u30a3\u30d6<\/a> \u3084 <a href=\"https:\/\/www.codeproject.com\/\" target=\"_blank\" rel=\"noopener\">\u30b3\u30fc\u30c9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/a> \u958b\u767a\u8005\u304c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u5171\u6709\u3059\u308b\u591a\u6570\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u30db\u30b9\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u30d5\u30a9\u30fc\u30e9\u30e0\u3068\u958b\u767a\u8005\u30b3\u30df\u30e5\u30cb\u30c6\u30a3:<\/strong> Stack Overflow\u3084Reddit\u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u958b\u767a\u8005\u304c\u81ea\u5206\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3084\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u5171\u6709\u3059\u308b\u30b9\u30ec\u30c3\u30c9\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3>\u7121\u6599\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3059\u308b\u5229\u70b9<\/h3>\n<p>\u7121\u6599\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u5229\u70b9\u304c\u3042\u308a\u307e\u3059:<\/p>\n<ul>\n<li><strong>\u30b3\u30b9\u30c8\u52b9\u7387\u304c\u826f\u3044:<\/strong> \u30bc\u30ed\u304b\u3089\u59cb\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u958b\u767a\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u5b66\u7fd2\u306e\u6a5f\u4f1a:<\/strong> \u7121\u6599\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u5206\u6790\u3057\u3001\u4fee\u6b63\u3059\u308b\u3053\u3068\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306b\u3064\u3044\u3066\u5b66\u3073\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u3092\u5411\u4e0a\u3055\u305b\u308b\u512a\u308c\u305f\u65b9\u6cd5\u3067\u3059\u3002\u7279\u306b <strong>Python<\/strong>.<\/li>\n<li><strong>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30b5\u30dd\u30fc\u30c8:<\/strong> \u591a\u304f\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u306f\u3001\u30b5\u30dd\u30fc\u30c8\u3084\u66f4\u65b0\u3092\u63d0\u4f9b\u3059\u308b\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u3042\u308a\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u6a5f\u80fd\u3057\u7d9a\u3051\u3001\u6700\u65b0\u306e\u72b6\u614b\u3092\u4fdd\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u63a2\u6c42\u3057\u3001\u5229\u70b9\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u52b9\u679c\u7684\u306b\u59cb\u3081\u3001\u30c7\u30b8\u30bf\u30eb\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>Python\u3067\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30b3\u30fc\u30c9\u306e\u4f8b\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h2>\n<p>Python\u306f\u3001\u305d\u306e\u30b7\u30f3\u30d7\u30eb\u3055\u3068\u591a\u69d8\u6027\u304b\u3089\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306b\u4eba\u6c17\u306e\u3042\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u3057\u3066\u6d6e\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u3067\u306f\u3001 <strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/strong>.<\/p>\n<h3>\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u4ed8\u304d\u306e\u4eba\u6c17Python\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/h3>\n<ul>\n<li><strong>ChatterBot:<\/strong> \u3053\u308c\u306f\u3001\u958b\u767a\u8005\u304c\u4f1a\u8a71\u3092\u884c\u3046\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u306b\u57fa\u3065\u3044\u3066\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002 <a href=\"https:\/\/github.com\/gunthercox\/ChatterBot\" target=\"_blank\" rel=\"noopener\">ChatterBot\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306fGitHub\u306b\u3042\u308a\u307e\u3059<\/a>.<\/li>\n<li><strong>Rasa:<\/strong> Rasa\u306f\u3001\u4f1a\u8a71\u578bAI\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002\u610f\u56f3\u8a8d\u8b58\u3084\u5bfe\u8a71\u7ba1\u7406\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 <a href=\"https:\/\/github.com\/RasaHQ\/rasa\" target=\"_blank\" rel=\"noopener\">Rasa\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/a> GitHub\u3067\u5165\u624b\u53ef\u80fd\u3067\u3001\u958b\u767a\u8005\u304c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3084\u3059\u304f\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><strong>Botpress:<\/strong> \u3053\u308c\u306fNode.js\u3068Python\u3092\u4f7f\u7528\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u4f5c\u6210\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u7c21\u5358\u306b\u7d71\u5408\u3067\u304d\u307e\u3059\u3002 <a href=\"https:\/\/github.com\/botpress\/botpress\" target=\"_blank\" rel=\"noopener\">Botpress\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/a> \u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3002<\/li>\n<\/ul>\n<h3>Python\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30b3\u30fc\u30c9\u306e\u5206\u6790\uff1a\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/h3>\n<p>Python\u3067\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u98db\u3073\u8fbc\u3080\u3068\u304d\u3001\u8003\u616e\u3059\u3079\u304d\u3044\u304f\u3064\u304b\u306e\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002 <strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/strong> Python\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u3092\u7406\u89e3\u3057\u3001\u610f\u5473\u306e\u3042\u308b\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u307b\u3068\u3093\u3069\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304cNLTK\u3084SpaCy\u306a\u3069\u306eNLP\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406 (NLP):<\/strong> \u591a\u304f\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u305f\u308a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u306b\u3001\u5916\u90e8API\u3068\u7d71\u5408\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u5929\u6c17\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u66f4\u65b0\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u5929\u6c17API\u3092\u4f7f\u7528\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/li>\n<li><strong>API:<\/strong> \u591a\u304f\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u305f\u308a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u5916\u90e8API\u3068\u7d71\u5408\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u5929\u6c17\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u5929\u6c17API\u3092\u4f7f\u7528\u3057\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u66f4\u65b0\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\uff1a<\/strong> \u30e6\u30fc\u30b6\u30fc\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3084\u597d\u307f\u3092\u4fdd\u5b58\u3059\u308b\u3053\u3068\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u5fdc\u7b54\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u3067\u3059\u3002Python\u3067\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u306b\u306fSQLAlchemy\u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u3055\u307e\u3056\u307e\u306a <strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/strong>, \u958b\u767a\u8005\u306f\u81ea\u5206\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3084\u9769\u65b0\u7684\u306a\u6280\u8853\u306b\u3064\u3044\u3066\u306e\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>HTML\u3067\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u304b\uff1f<\/h2>\n<p>HTML\u3067\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306f\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3067\u306e\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u5411\u4e0a\u3055\u305b\u305f\u3044\u4eba\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002HTML\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u8a2a\u554f\u8005\u3068\u5bfe\u8a71\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u652f\u63f4\u3092\u63d0\u4f9b\u3067\u304d\u308b\u30b7\u30f3\u30d7\u30eb\u3067\u52b9\u679c\u7684\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u3067\u306f\u3001HTML\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u57fa\u672c\u7684\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u6848\u5185\u3057\u307e\u3059\u3002<\/p>\n<h3>HTML\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u4f7f\u3063\u305f\u30b7\u30f3\u30d7\u30eb\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u69cb\u7bc9<\/h3>\n<p>\u307e\u305a\u3001HTML\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u57fa\u672c\u69cb\u9020\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u30a2\u30a6\u30c8\u30e9\u30a4\u30f3\u3067\u3059\u3002<\/p>\n<ol>\n<li><strong>HTML\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u8a2d\u5b9a:<\/strong> \u57fa\u672c\u7684\u306aHTML\u69cb\u9020\u304b\u3089\u59cb\u3081\u3001 <code>&lt;html&gt;<\/code>, <code>&lt;head&gt;<\/code>, \u304a\u3088\u3073 <code>&lt;body&gt;<\/code> \u30bf\u30b0\u3002<\/li>\n<li><strong>\u30c1\u30e3\u30c3\u30c8\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u4f5c\u6210\u3059\u308b:<\/strong> \u4f7f\u7528\u3059\u308b <code>&lt;div&gt;<\/code> \u8981\u7d20\u3092\u4f7f\u7528\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u7528\u306e\u30c1\u30e3\u30c3\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3068\u5165\u529b\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u8981\u7d20\u306f\u3001CSS\u3092\u4f7f\u7528\u3057\u3066\u30b9\u30bf\u30a4\u30eb\u3092\u9069\u7528\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u6a5f\u80fd\u306e\u305f\u3081\u306bJavaScript\u3092\u5b9f\u88c5\u3059\u308b:<\/strong> \u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u3092\u51e6\u7406\u3057\u3001\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306bJavaScript\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30ed\u30b8\u30c3\u30af\u3092\u7d71\u5408\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30af\u30a8\u30ea\u306b\u5fdc\u7b54\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u30c6\u30b9\u30c8:<\/strong> HTML\u3068JavaScript\u306e\u8a2d\u5b9a\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u3055\u307e\u3056\u307e\u306a\u5165\u529b\u306b\u6b63\u3057\u304f\u5fdc\u7b54\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u6210\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u30ac\u30a4\u30c9\u306b\u3064\u3044\u3066\u306f\u3001\u6b21\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044 <a href=\"https:\/\/messengerbot.app\/ja\/%e3%83%a1%e3%83%83%e3%82%bb%e3%83%b3%e3%82%b8%e3%83%a3%e3%83%bc%e3%81%a7%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%9c%e3%83%83%e3%83%88%e3%82%92%e4%bd%9c%e6%88%90%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95\/\">\u3053\u306e\u5305\u62ec\u7684\u306a\u30ac\u30a4\u30c9\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044<\/a>.<\/p>\n<h3>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306e\u305f\u3081\u306eHTML\u3068\u306ePython\u306e\u7d71\u5408<\/h3>\n<p>HTML\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u306b\u3001Python\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u6a5f\u80fd\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Python\u306f\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30d7\u30ed\u30bb\u30b9\u3092\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u3088\u308a\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u3067\u5fdc\u7b54\u6027\u306e\u9ad8\u3044\u3082\u306e\u306b\u3057\u307e\u3059\u3002HTML\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306bPython\u3092\u7d71\u5408\u3059\u308b\u65b9\u6cd5\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059:<\/p>\n<ol>\n<li><strong>Python\u30b5\u30fc\u30d0\u30fc\u306e\u8a2d\u5b9a:<\/strong> Flask\u3084Django\u306a\u3069\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066\u3001HTML\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304b\u3089\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u51e6\u7406\u3067\u304d\u308b\u30b5\u30fc\u30d0\u30fc\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/li>\n<li><strong>HTML\u3068Python\u3092\u63a5\u7d9a:<\/strong> JavaScript\u3067AJAX\u30b3\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092Python\u30b5\u30fc\u30d0\u30fc\u306b\u9001\u4fe1\u3057\u3001\u5fdc\u7b54\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u5b9f\u88c5:<\/strong> NLTK\u3084SpaCy\u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092Python\u3067\u6d3b\u7528\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u3092\u5206\u6790\u3057\u3001\u3088\u308a\u77e5\u7684\u306a\u5fdc\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u30c7\u30d7\u30ed\u30a4:<\/strong> \u7d71\u5408\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u8907\u6570\u306e\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306b\u95a2\u3059\u308b\u3055\u3089\u306a\u308b\u6d1e\u5bdf\u3092\u5f97\u308b\u305f\u3081\u306b\u3001 <a href=\"https:\/\/messengerbot.app\/ja\/%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e6%88%90%e5%8a%9f%e3%81%ae%e3%81%9f%e3%82%81%e3%81%ae%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%9c%e3%83%83%e3%83%88%e3%82%92%e4%bd%9c%e6%88%90%e3%81%99%e3%82%8b\/\">\u3053\u306e\u7a76\u6975\u306e\u30ac\u30a4\u30c9<\/a> \u30d3\u30b8\u30cd\u30b9\u6210\u529f\u306e\u305f\u3081\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u6210\u306b\u3064\u3044\u3066\u3002<\/p>\n<h2>Python\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30b3\u30fc\u30c9\u3092\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3059\u308b\u6700\u826f\u306e\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h2>\n<p>Python\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30b3\u30fc\u30c9\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3042\u306a\u305f\u306e <a href=\"https:\/\/messengerbot.app\/ja\/\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u59cb\u3081\u308b\u3053\u3068\u306b\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4e0e\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/a>. \u30b3\u30fc\u30c9\u30b9\u30cb\u30da\u30c3\u30c8\u3092\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3059\u308b\u3053\u3068\u3067\u6642\u9593\u3092\u7bc0\u7d04\u3067\u304d\u307e\u3059\u304c\u3001\u6a5f\u80fd\u6027\u3068\u4fdd\u5b88\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u614e\u91cd\u306b\u884c\u3046\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002Python\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30b3\u30fc\u30c9\u306e\u5229\u70b9\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u305f\u3081\u306e\u6226\u7565\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\uff1a<\/p>\n<h3>Python\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30b3\u30fc\u30c9\u306e\u52b9\u7387\u7684\u306a\u6d3b\u7528<\/h3>\n<ul>\n<li><strong>\u30b3\u30fc\u30c9\u69cb\u9020\u3092\u7406\u89e3\u3059\u308b\uff1a<\/strong> \u30b3\u30fc\u30c9\u3092\u30b3\u30d4\u30fc\u3059\u308b\u524d\u306b\u3001\u305d\u306e\u69cb\u9020\u3068\u30ed\u30b8\u30c3\u30af\u3092\u7406\u89e3\u3059\u308b\u6642\u9593\u3092\u53d6\u308a\u307e\u3057\u3087\u3046\u3002\u95a2\u6570\u3001\u30af\u30e9\u30b9\u3001\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u306a\u3069\u3001\u4e3b\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306b\u6163\u308c\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u306e\u77e5\u8b58\u306f\u3001\u5f8c\u3067\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u554f\u984c\u3092\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c8\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<li><strong>\u4fe1\u983c\u3067\u304d\u308b\u30bd\u30fc\u30b9\u3092\u4f7f\u7528\u3059\u308b\uff1a<\/strong> Python\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30b3\u30fc\u30c9\u3092\u63a2\u3059\u3068\u304d\u306f\u3001 <a href=\"https:\/\/github.com\/\" target=\"_blank\" rel=\"noopener\">GitHub<\/a>. \u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3092\u6301\u3064\u6587\u66f8\u5316\u3055\u308c\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u63a2\u3057\u307e\u3057\u3087\u3046\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30b3\u30fc\u30c9\u304c\u4fe1\u983c\u3067\u304d\u308b\u3082\u306e\u3067\u3042\u308b\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30b5\u30dd\u30fc\u30c8\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u5236\u5fa1\u3055\u308c\u305f\u74b0\u5883\u3067\u306e\u30c6\u30b9\u30c8:<\/strong> \u30b3\u30d4\u30fc\u3057\u305f\u30b3\u30fc\u30c9\u306f\u3001\u30e1\u30a4\u30f3\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5c55\u958b\u3059\u308b\u524d\u306b\u5b89\u5168\u306a\u74b0\u5883\u3067\u30c6\u30b9\u30c8\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u624b\u6cd5\u306f\u3001\u30e9\u30a4\u30d6\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u306a\u304f\u3001\u30d0\u30b0\u3084\u4e92\u63db\u6027\u306e\u554f\u984c\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<li><strong>\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3068\u306e\u7d71\u5408:<\/strong> \u30b3\u30fc\u30c9\u3092\u305d\u306e\u307e\u307e\u4f7f\u7528\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u9069\u5fdc\u3055\u305b\u3066\u304f\u3060\u3055\u3044\u3002\u5909\u6570\u3001\u95a2\u6570\u3001\u30ed\u30b8\u30c3\u30af\u3092\u4fee\u6b63\u3057\u3066\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u72ec\u81ea\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u5185\u3067\u610f\u56f3\u3057\u305f\u901a\u308a\u306b\u52d5\u4f5c\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u30b3\u30fc\u30c9\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba<\/h3>\n<p>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306f\u3001Python\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30b3\u30fc\u30c9\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u9375\u3067\u3059\u3002\u30b3\u30fc\u30c9\u3092\u8abf\u6574\u3057\u3066\u3042\u306a\u305f\u306e <a href=\"https:\/\/messengerbot.app\/ja\/%e3%83%a1%e3%83%83%e3%82%bb%e3%83%b3%e3%82%b8%e3%83%a3%e3%83%bc%e3%81%a7%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%9c%e3%83%83%e3%83%88%e3%82%92%e4%bd%9c%e6%88%90%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95\/\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u59cb\u3081\u308b\u3053\u3068\u306b\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4e0e\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/a>:<\/p>\n<ul>\n<li><strong>\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306e\u8abf\u6574:<\/strong> \u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u306b\u30b3\u30fc\u30c9\u3092\u4fee\u6b63\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u306b\u306f\u3001\u5fdc\u7b54\u30d1\u30bf\u30fc\u30f3\u306e\u5909\u66f4\u3001\u65b0\u3057\u3044\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u8ffd\u52a0\u3001\u307e\u305f\u306f\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u8c4a\u304b\u306b\u3059\u308b\u305f\u3081\u306e\u8ffd\u52a0API\u306e\u7d71\u5408\u304c\u542b\u307e\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u306e\u5b9f\u88c5:<\/strong> \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u4e88\u671f\u3057\u306a\u3044\u5165\u529b\u3084\u30a8\u30e9\u30fc\u3092\u9069\u5207\u306b\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306b\u5f79\u7acb\u3064\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u63d0\u4f9b\u3059\u308b\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u542b\u3080\u3088\u3046\u306b\u30b3\u30fc\u30c9\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316:<\/strong> \u30b3\u30d4\u30fc\u3057\u305f\u30b3\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u30ec\u30d3\u30e5\u30fc\u3057\u307e\u3059\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6700\u9069\u5316\u3084\u5fdc\u7b54\u6642\u9593\u306e\u77ed\u7e2e\u306e\u6a5f\u4f1a\u3092\u63a2\u3057\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u52b9\u7387\u7684\u306b\u52d5\u4f5c\u3059\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u5909\u66f4\u5185\u5bb9\u306e\u6587\u66f8\u5316:<\/strong> \u5143\u306e\u30b3\u30fc\u30c9\u306b\u52a0\u3048\u305f\u5909\u66f4\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u6587\u66f8\u5316\u306f\u3001\u5c06\u6765\u306e\u5909\u66f4\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u958b\u767a\u306b\u304a\u3051\u308b\u5236\u7d04\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h2>\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u958b\u767a\u306b\u306f\u3001\u305d\u306e\u52b9\u679c\u3084\u6a5f\u80fd\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3055\u307e\u3056\u307e\u306a\u5236\u7d04\u3092\u4e57\u308a\u8d8a\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u5236\u7d04\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u6210\u529f\u3057\u305f\u5b9f\u88c5\u3068\u30e6\u30fc\u30b6\u30fc\u306e\u6e80\u8db3\u5ea6\u306b\u3068\u3063\u3066\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306b\u304a\u3051\u308b\u4e00\u822c\u7684\u306a\u5236\u7d04<\/h3>\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u958b\u767a\u4e2d\u306b\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u4e00\u822c\u7684\u306a\u5236\u7d04\u306b\u306f\u3001\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u307e\u3059:<\/p>\n<ul>\n<li><strong>\u6280\u8853\u7684\u5236\u9650:<\/strong> \u4f7f\u7528\u3055\u308c\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u6a5f\u80fd\u3092\u5236\u9650\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001Python\u306f\u8c4a\u5bcc\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3042\u308b\u305f\u3081\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3067\u3059\u304c\u3001\u3059\u3079\u3066\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u6700\u9069\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002<\/li>\n<li><strong>\u7d71\u5408\u306e\u8ab2\u984c:<\/strong> CRM\u3084e\u30b3\u30de\u30fc\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306a\u3069\u306e\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u306f\u3001\u91cd\u5927\u306a\u8ab2\u984c\u3092\u5f15\u304d\u8d77\u3053\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u9593\u3067\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u306f\u3001\u30b9\u30e0\u30fc\u30ba\u306a\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306e\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/li>\n<li><strong>\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u5236\u7d04:<\/strong> \u30e6\u30fc\u30b6\u30fc\u306e\u671f\u5f85\u306b\u5fdc\u3048\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u306f\u96e3\u3057\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u5fdc\u7b54\u6642\u9593\u3001\u6b63\u78ba\u6027\u3001\u8907\u96d1\u306a\u30af\u30a8\u30ea\u3092\u51e6\u7406\u3059\u308b\u80fd\u529b\u306a\u3069\u306e\u8981\u7d20\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6e80\u8db3\u5ea6\u306b\u3068\u3063\u3066\u91cd\u8981\u3067\u3059\u3002<\/li>\n<li><strong>\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3:<\/strong> GDPR\u306a\u3069\u306e\u30c7\u30fc\u30bf\u4fdd\u8b77\u898f\u5236\u306e\u9075\u5b88\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u306f\u3001\u5927\u304d\u306a\u5236\u7d04\u3067\u3059\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u3092\u5b89\u5168\u304b\u3064\u900f\u660e\u306b\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/li>\n<\/ul>\n<h3>Python\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u304a\u3051\u308b\u8ab2\u984c\u306e\u514b\u670d<\/h3>\n<p>Python\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u76f4\u9762\u3059\u308b\u8ab2\u984c\u3092\u52b9\u679c\u7684\u306b\u514b\u670d\u3059\u308b\u305f\u3081\u306b\u3001\u4ee5\u4e0b\u306e\u6226\u7565\u3092\u8003\u616e\u3057\u3066\u304f\u3060\u3055\u3044:<\/p>\n<ul>\n<li><strong>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30ea\u30bd\u30fc\u30b9\u306e\u6d3b\u7528:<\/strong> \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001 <a href=\"https:\/\/github.com\" target=\"_blank\" rel=\"noopener\">GitHub<\/a> \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u5b9f\u306a\u57fa\u76e4\u3092\u63d0\u4f9b\u3057\u3001\u65e2\u5b58\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u30e6\u30fc\u30b6\u30fc\u4e2d\u5fc3\u306e\u30c7\u30b6\u30a4\u30f3\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b:<\/strong> \u5fb9\u5e95\u7684\u306a\u30c6\u30b9\u30c8\u3092\u884c\u3044\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u96c6\u3081\u308b\u3053\u3068\u3067\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u512a\u5148\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u554f\u984c\u70b9\u3092\u7279\u5b9a\u3057\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u6a5f\u80fd\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u5805\u7262\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u5b9f\u65bd\u3059\u308b:<\/strong> \u5f37\u529b\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u7d71\u5408\u3057\u3001\u65b0\u305f\u306a\u8105\u5a01\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306b\u5b9a\u671f\u7684\u306b\u66f4\u65b0\u3059\u308b\u3053\u3068\u3067\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u30c7\u30fc\u30bf\u4fdd\u8b77\u898f\u5236\u306b\u6e96\u62e0\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<li><strong>\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u3068\u6539\u5584:<\/strong> \u30e6\u30fc\u30b6\u30fc\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306b\u57fa\u3065\u3044\u3066\u65b0\u6a5f\u80fd\u3092\u53d6\u308a\u5165\u308c\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306b\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3068\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b9a\u671f\u7684\u306b\u66f4\u65b0\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<\/ul>\n<span class=\"et_bloom_bottom_trigger\"><\/span>","protected":false},"excerpt":{"rendered":"<input type=\"hidden\" value=\"\" data-essbisPostContainer=\"\" data-essbisPostUrl=\"https:\/\/messengerbot.app\/ja\/building-your-own-chatbot-essential-python-source-code-and-github-projects-to-get-started\/\" data-essbisPostTitle=\"Building Your Own Chatbot: Essential Python Source Code and GitHub Projects to Get Started\" data-essbisHoverContainer=\"\"><p>Key Takeaways Chatbot source code is essential for building effective chatbots, influencing their performance and user interaction. Explore GitHub for top chatbot source code projects, including Rasa and Microsoft Bot Framework, to kickstart your development. Utilize free chatbot source code from reliable platforms to save time and enhance your programming skills in Python. Understanding key components like NLP and database management is crucial for developing robust Python chatbots. Integrate HTML and Python for dynamic chatbot functionality, improving user engagement on your website. Be aware of common constraints in chatbot development, including technical limitations and data privacy concerns, to ensure successful implementation. Are you ready to dive into the fascinating world [&hellip;]<\/p>\n","protected":false},"author":14928,"featured_media":256369,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_robots":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":""},"categories":[31],"tags":[],"class_list":["post-256370","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/ja\/wp-json\/wp\/v2\/posts\/256370","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ja\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ja\/wp-json\/wp\/v2\/comments?post=256370"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ja\/wp-json\/wp\/v2\/posts\/256370\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ja\/wp-json\/wp\/v2\/media\/256369"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ja\/wp-json\/wp\/v2\/media?parent=256370"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ja\/wp-json\/wp\/v2\/categories?post=256370"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ja\/wp-json\/wp\/v2\/tags?post=256370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}