{"id":50860,"date":"2023-06-03T00:00:00","date_gmt":"2023-06-03T07:00:00","guid":{"rendered":"https:\/\/griddb-linux-hte8hndjf8cka8ht.westus-01.azurewebsites.net\/%e6%9c%aa%e5%88%86%e9%a1%9e\/how-to-leverage-chatgpt-node-js-and-griddb-for-automated-news-tagging\/"},"modified":"2026-03-30T12:53:56","modified_gmt":"2026-03-30T19:53:56","slug":"how-to-leverage-chatgpt-node-js-and-griddb-for-automated-news-tagging","status":"publish","type":"post","link":"https:\/\/griddb.net\/ja\/%e6%9c%aa%e5%88%86%e9%a1%9e\/how-to-leverage-chatgpt-node-js-and-griddb-for-automated-news-tagging\/","title":{"rendered":"ChatGPT\u3001Node.js\u3001GridDB\u3092\u6d3b\u7528\u3057\u305f\u30cb\u30e5\u30fc\u30b9\u30bf\u30b0\u306e\u81ea\u52d5\u4f5c\u6210\u65b9\u6cd5"},"content":{"rendered":"

\u30c7\u30b8\u30bf\u30eb\u5316\u304c\u9032\u3080\u73fe\u4ee3\u306b\u304a\u3044\u3066\u3001\u79c1\u305f\u3061\u306f\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u304b\u3089\u30aa\u30f3\u30e9\u30a4\u30f3\u30cb\u30e5\u30fc\u30b9\u30b5\u30a4\u30c8\u306b\u81f3\u308b\u307e\u3067\u3001\u6570\u591a\u304f\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u81a8\u5927\u306a\u91cf\u306e\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u306b\u5e38\u306b\u3055\u3089\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u5927\u91cf\u306e\u60c5\u5831\u306e\u6d41\u5165\u306f\u3001\u3057\u3070\u3057\u3070\u300c\u30cb\u30e5\u30fc\u30b9\u306e\u6d2a\u6c34\u300d\u3068\u547c\u3070\u308c\u3001\u6d88\u8cbb\u8005\u3068\u5831\u9053\u6a5f\u95a2\u306e\u53cc\u65b9\u306b\u3044\u304f\u3064\u304b\u306e\u8ab2\u984c\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u3002\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u6574\u7406\u3001\u60c5\u5831\u306e\u904e\u591a\u3001\u6642\u9593\u306e\u304b\u304b\u308b\u624b\u4f5c\u696d\u306e\u30bf\u30b0\u4ed8\u3051\u30d7\u30ed\u30bb\u30b9\u3001\u975e\u52b9\u7387\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u767a\u898b\u3068\u63a8\u5968\u306a\u3069\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3068\u30cb\u30e5\u30fc\u30b9\u6d88\u8cbb\u5168\u4f53\u306e\u8cea\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n

\u3053\u306e\u554f\u984c\u306b\u5bfe\u3059\u308b\u4e00\u3064\u306e\u89e3\u6c7a\u7b56\u304c\u3001\u30cb\u30e5\u30fc\u30b9\u30bf\u30ae\u30f3\u30b0\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u30cb\u30e5\u30fc\u30b9\u9818\u57df\u3067\u5229\u7528\u53ef\u80fd\u306a\u8c4a\u5bcc\u306a\u60c5\u5831\u3092\u51e6\u7406\u3001\u6574\u7406\u3001\u63d0\u793a\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u3002\u7121\u6570\u306e\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u306b\u6b63\u78ba\u306a\u30c8\u30d4\u30c3\u30af\u3092\u624b\u52d5\u3067\u30bf\u30b0\u4ed8\u3051\u3059\u308b\u3053\u3068\u306f\u3001\u5727\u5012\u7684\u306a\u6642\u9593\u3068\u52b4\u529b\u3092\u8981\u3059\u308b\u4f5c\u696d\u3067\u3059\u3002<\/p>\n

\u3082\u3057\u3001\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u52b9\u7387\u7684\u306b\u51e6\u7406\u3067\u304d\u308b\u81ea\u52d5\u30b3\u30f3\u30c6\u30f3\u30c4\u30bf\u30ae\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u304c\u3042\u3063\u305f\u3089\u3069\u3046\u3067\u3057\u3087\u3046\u304b\u3002<\/em><\/p>\n

\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u30cb\u30e5\u30fc\u30b9\u30bf\u30ae\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0<\/strong>\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002OpenAI\u3001Node.js\u3001GridDB\u306e\u76f8\u4e57\u52b9\u679c\u3067\u3001\u30c7\u30b8\u30bf\u30eb\u30cb\u30e5\u30fc\u30b9\u754c\u306b\u5f37\u529b\u306a\u81ea\u52d5\u30cb\u30e5\u30fc\u30b9\u30bf\u30ae\u30f3\u30b0\u3092\u5b9f\u73fe\u3059\u308b\u65b9\u6cd5\u3092\u6398\u308a\u4e0b\u3052\u307e\u3059\u3002Node.js\u3067\u30cb\u30e5\u30fc\u30b9\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001ChatGPT\u3067\u30cb\u30e5\u30fc\u30b9\u304b\u3089\u30bf\u30b0\u3092\u5206\u6790\u30fb\u62bd\u51fa\u3057\u3001GridDB\u3067\u60c5\u5831\u3092\u4fdd\u5b58\u30fb\u691c\u7d22\u3057\u307e\u3059\u3002\u6700\u7d42\u7684\u306b\u306f\u3001\u30cb\u30e5\u30fc\u30b9\u3084\u30bf\u30b0\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u793a\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u30cb\u30e5\u30fc\u30b9\u81ea\u52d5\u30bf\u30b0\u4ed8\u3051\u30b7\u30b9\u30c6\u30e0\u306e\u6982\u8981<\/h2>\n

ChatGPT\u306f\u3001OpenAI\u793e\u304c\u958b\u767a\u3057\u305f\u3001\u4eba\u9593\u306e\u3088\u3046\u306a\u6587\u7ae0\u3092\u7406\u89e3\u3057\u751f\u6210\u3059\u308b\u3053\u3068\u306b\u9577\u3051\u305f\u6700\u5148\u7aef\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3059\u3002Node.js\u306f\u3001Chrome\u306eV8 JavaScript\u30a8\u30f3\u30b8\u30f3\u3092\u30d9\u30fc\u30b9\u306b\u69cb\u7bc9\u3055\u308c\u305f\u4eba\u6c17\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5b9f\u884c\u74b0\u5883\u3067\u3001\u958b\u767a\u8005\u306f\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u52b9\u7387\u7684\u306aWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002GridDB\u306f\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3084\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6271\u3046\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u9ad8\u6027\u80fd\u306aNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001\u30c7\u30fc\u30bf\u306e\u81ea\u52d5\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u3084\u9ad8\u53ef\u7528\u6027\u306a\u3069\u306e\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n

\"\"<\/a><\/p>\n

ChatGPT\u3001Node.js\u3001GridDB\u306e\u30d5\u30ed\u30fc\u56f3\u3067\u306f\u3001\u30de\u30eb\u30c1\u30cb\u30e5\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u53d6\u5f97\u3001\u51e6\u7406\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u30bf\u30ae\u30f3\u30b0\u3092\u884c\u3046\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u56f3\u306f\u3001\u3088\u308a\u3088\u304f\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u4ee5\u4e0b\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u5206\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

    \n
  1. \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\uff1a Node.js\u3092\u4f7f\u7528\u3057\u3066\u3001\u8907\u6570\u306e\u30cb\u30e5\u30fc\u30b9\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u30fb\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n
  2. \u30c7\u30fc\u30bf\u51e6\u7406\uff1a \u30c7\u30fc\u30bf\u53d6\u5f97\u5f8c\u3001Node.js\u306f\u95a2\u9023\u60c5\u5831\u306e\u51e6\u7406\u3068\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3092\u884c\u3044\u3001\u3055\u3089\u306b\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u671b\u307e\u3057\u3044\u5f62\u5f0f\u3092\u78ba\u4fdd\u3059\u308b\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n
  3. \n

    \u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\uff1a \u51e6\u7406\u5f8c\u3001\u6d17\u7df4\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u9ad8\u6027\u80fd\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306aNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3042\u308bGridDB\u306b\u4fdd\u5b58\u3055\u308c\u3001\u30c7\u30fc\u30bf\u306e\u52b9\u7387\u7684\u306a\u4fdd\u5b58\u3068\u691c\u7d22\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n

  4. \n

    ChatGPT\u306b\u3088\u308b\u30cb\u30e5\u30fc\u30b9\u30bf\u30ae\u30f3\u30b0\uff1a \u51e6\u7406\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u6700\u5148\u7aef\u306eAI\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3042\u308bChatGPT\u306b\u4f9b\u7d66\u3055\u308c\u307e\u3059\u3002ChatGPT\u306f\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u6587\u8108\u3068\u95a2\u9023\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u57fa\u3065\u3044\u3066\u30b3\u30f3\u30c6\u30f3\u30c4\u30bf\u30b0\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n

  5. \n

    React\u3067\u30c7\u30fc\u30bf\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u793a\u3059\u308b\uff1a \u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3001\u4fdd\u5b58\u3001\u30bf\u30b0\u4ed8\u3051\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u305d\u308c\u3092\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u3044\u3001\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u63d0\u793a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u4e00\u822c\u7684\u306aJavaScript\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3042\u308bReact\u3092\u6d3b\u7528\u3057\u3001\u30cb\u30e5\u30fc\u30b9\u3068\u30bf\u30b0\u3092\u8868\u793a\u3059\u308b\u30a6\u30a7\u30d6\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n

    \u3064\u307e\u308a\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u3068\u51e6\u7406\u306bNode.js\u3001\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u306bGridDB\u3001\u30cb\u30e5\u30fc\u30b9\u306e\u30bf\u30b0\u4ed8\u3051\u306bChatGPT\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306b\u30c7\u30fc\u30bf\u3092\u63d0\u793a\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u4f5c\u6210\u306bReact\u3092\u63a1\u7528\u3057\u3001\u5305\u62ec\u7684\u304b\u3064\u52b9\u7387\u7684\u306b\u8907\u6570\u306e\u30cb\u30e5\u30fc\u30b9\u30c7\u30fc\u30bf\u3092\u6271\u3046\u30b7\u30b9\u30c6\u30e0\u3092\u8868\u73fe\u3057\u305f\u306e\u304c\u3001\u4eca\u56de\u306e\u30d5\u30ed\u30fc\u56f3\u3067\u3059\u3002<\/p>\n

    \u30d5\u30eb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30ac\u30a4\u30c9<\/h2>\n

    \u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u306f\u7c21\u5358\u3067\u3059\u3002\u307e\u305a\u3001\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u306bNode.js 18\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3001GridDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u52d5\u4f5c\u53ef\u80fd\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002Ubuntu 20.04 \u3067\u306f\u3001systemctl<\/code> \u3092\u4f7f\u3063\u3066 GridDB \u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

    \n
    sudo systemctl status gridstore<\/code><\/pre>\n<\/div>\n
    \u3053\u306e\u30b3\u30de\u30f3\u30c9\u3067Node.js\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n
    \n
    node --version<\/code><\/pre>\n<\/div>\n
    \u554f\u984c\u304c\u306a\u3051\u308c\u3070\u3001GitHub\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u304b\u3089\u30cb\u30e5\u30fc\u30b9\u30bf\u30b0\u4ed8\u3051<\/a>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u30af\u30ed\u30fc\u30f3\u3057\u307e\u3059\u3002<\/p>\n
    \n
    git clone git@github.com:junwatu\/news-analysis-chatgpt-nodejs-griddb-code.git<\/code><\/pre>\n<\/div>\n
    \u6b21\u306b\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n
    \n
    cd news-analysis-chatgpt-nodejs-griddb-code\nnpm install<\/code><\/pre>\n<\/div>\n
    \u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b9f\u884c\u3059\u308b\u524d\u306b\u3001OpenAI\u306eAPI\u30ad\u30fc\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n
    \n  OpenAI\u306f\u65b0\u898f\u30a2\u30ab\u30a6\u30f3\u30c8\u306b5\u30c9\u30eb\u306e\u30b9\u30bf\u30fc\u30bf\u30fc\u30af\u30ec\u30b8\u30c3\u30c8\u3092\u4ed8\u4e0e\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b8c\u4e86\u3055\u305b\u308b\u306e\u306b\u5341\u5206\u306a\u91cf\u306e\u30af\u30ec\u30b8\u30c3\u30c8\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002API\u3092\u4f7f\u7528\u3059\u308b\u306b\u306f\u6709\u6599\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u30b3\u30b9\u30c8\u306f1,000\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a0.002\u30c9\u30eb\u3068\u975e\u5e38\u306b\u4f4e\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u30021,000\u500b\u306e\u30c8\u30fc\u30af\u30f3\u306f\u3001\u5e73\u5747\u7684\u306a\u5358\u8a9e\u306e\u9577\u3055\u3067\u3042\u308b4-5\u6587\u5b57\u3068\u30b9\u30da\u30fc\u30b9\uff081\u5358\u8a9e\u3042\u305f\u308a5-6\u6587\u5b57\uff09\u306b\u57fa\u3065\u304d\u3001\u82f1\u8a9e\u306e\u7d04200-300\u5358\u8a9e\u306b\u5bfe\u5fdc\u3059\u308b\u3068\u6982\u7b97\u3055\u308c\u307e\u3059\u3002\n<\/p><\/blockquote>\n
    \u30ad\u30fc\u3092\u53d6\u5f97\u3059\u308b\u306b\u306f\u3001OpenAI\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u30b5\u30a4\u30f3\u30a2\u30c3\u30d7<\/a>\u3057\u3066\u3001\u6307\u793a\u306b\u5f93\u3063\u3066API\u30ad\u30fc\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n
    \"\"<\/a><\/p>\n
    \u30ad\u30fc\u3092\u53d6\u5f97\u3057\u305f\u3089\u3001apps\/server<\/code> \u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u3042\u308b .env<\/code> \u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3057\u307e\u3059\u3002<\/p>\n
    \n
    ini\nOPENAI_API_KEY=<your_api_key><\/code><\/pre>\n<\/div>\n
    <your_api_key><\/code>\u306e\u90e8\u5206\u3092\u5b9f\u969b\u306eOpenAI API\u30ad\u30fc\u306b\u7f6e\u304d\u63db\u3048\u3066\u304f\u3060\u3055\u3044\u3002OpenAI API \u30ad\u30fc\u304c\u8a2d\u5b9a\u3055\u308c\u305f\u306e\u3067\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5b9f\u884c\u306b\u9032\u307f\u307e\u3059\u3002<\/p>\n
    \n
    npx turbo start<\/code><\/pre>\n<\/div>\n
    \u6700\u5f8c\u306b\u3001URL http:\/\/localhost:5137<\/code> \u306b\u79fb\u52d5\u3057\u3066\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/p>\n
    \"\"<\/a><\/p>\n
    \u30ad\u30fc\u30b3\u30f3\u30bb\u30d7\u30c8\u3068\u5b9f\u8df5\u7684\u306a\u30b3\u30fc\u30c9<\/h2>\n
    \u30cb\u30e5\u30fc\u30b9\u30bf\u30b0\u306e\u751f\u6210\u306bChatGPT\u3092\u4f7f\u3046<\/h3>\n
    ChatGPT\u306fGPT (Generative Pre-trained Transformer) \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u57fa\u3065\u304f\u9ad8\u5ea6\u306a\u4eba\u5de5\u77e5\u80fd\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u53d7\u3051\u53d6\u3063\u305f\u5165\u529b\u306b\u57fa\u3065\u3044\u3066\u4eba\u9593\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u7406\u89e3\u3057\u3001\u751f\u6210\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8cea\u554f\u306b\u7b54\u3048\u305f\u308a\u3001\u4f1a\u8a71\u3092\u3057\u305f\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30b9\u30bf\u30a4\u30eb\u3084\u5f62\u5f0f\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3057\u305f\u308a\u3068\u3001\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002ChatGPT\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u3001\u7ffb\u8a33\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n
    ChatGPT\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u30b3\u30a2\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u3057\u3066\u3001\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u306e\u89e3\u6790\u3068\u30bf\u30b0\u306e\u751f\u6210\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n
    \u30d7\u30ed\u30f3\u30d7\u30c8<\/h4>\n
    ChatGPT\u306f\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u304c\u53ef\u80fd\u306a\u305f\u3081\u3001\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u304b\u3089\u30bf\u30b0\u3092\u751f\u6210\u3059\u308b\u306e\u306f\u3068\u3093\u3067\u3082\u306a\u304f\u7c21\u5358\u3067\u3059\u3002\u79c1\u305f\u3061\u304c\u3059\u3079\u304d\u3053\u3068\u306f\u3001\u305d\u308c\u3092\u8981\u6c42\u3059\u308b\u3053\u3068\u3067\u3059\uff01<\/p>\n
    \u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u3084\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u304c\u9069\u5207\u306a\u51fa\u529b\u3092\u751f\u6210\u3059\u308b\u3088\u3046\u306b\u8a98\u5c0e\u3059\u308b\u305f\u3081\u306e\u30c6\u30ad\u30b9\u30c8\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u8cea\u554f\u3001\u30b3\u30de\u30f3\u30c9\u3001\u30c6\u30ad\u30b9\u30c8\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u5f62\u5f0f\u3092\u3068\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u51fa\u529b\u306e\u6b63\u78ba\u3055\u3068\u95a2\u9023\u6027\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u306f\u3001\u9069\u5207\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n
    \u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u304b\u3089\u30bf\u30b0\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u3001ChatGPT\u306b\u671b\u307e\u3057\u3044\u51fa\u529b\u3092\u6307\u5b9a\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001JavaScript\u306e\u5834\u5408\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u6b21\u306e\u3088\u3046\u306a\u69cb\u9020\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n
    \n
    const prompt = `Generate five tags, less than 3 words, and give numbers for the tags from this news:nn${news}`;<\/code><\/pre>\n<\/div>\n
    \u3053\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092ChatGPT<\/a>\u30b5\u30a4\u30c8\u306e\u7279\u5b9a\u306e\u300c\u30cb\u30e5\u30fc\u30b9\u300d\u8a18\u4e8b\u306b\u76f4\u63a5\u9069\u7528\u3059\u308b\u3068\u30015\u3064\u306e\u30bf\u30b0\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n
    \"\"<\/a><\/p>\n
    \u30bf\u30b0\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30b3\u30fc\u30c9<\/h4>\n
    OpenAI\u306f\u3001ChatGPT\u30e2\u30c7\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306eChat API<\/a>\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30cb\u30e5\u30fc\u30b9\u304b\u3089\u30bf\u30b0\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b gpt-3.5-turbo<\/code> \u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u3053\u308c\u306fChatGPT\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3068\u540c\u3058\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n
    \n
    import { Configuration, OpenAIApi } from \"openai\";\n\nconst configuration = new Configuration({\n  apiKey: process.env.OPENAI_API_KEY,\n});\nconst openai = new OpenAIApi(configuration);\n\nasync function generateTagsFromNews(news) {\n  const prompt = `Generate five tags, less than 3 words, and give numbers for the tags from this news:nn${news}`;\n  try {\n    const completion = await openai.createChatCompletion({\n      model: \"gpt-3.5-turbo\",\n      max_tokens: 2000,\n      messages: [{ role: \"user\", content: prompt }],\n    });\n    return completion.data.choices[0].message;\n  } catch (error) {\n    console.error(\"Error occurred while generating tags:\", error);\n    \/\/ Handle the error as needed, or return a suitable error message\n    return \"An error occurred while generating tags.\";\n  }\n}\n\nexport { generateTagsFromNews };<\/code><\/pre>\n<\/div>\n
    Chat<\/a> \u30e2\u30c7\u30eb\u306b\u5bfe\u3059\u308b OpenAI API \u3067\u306f\u3001createChatCompletion<\/code> \u95a2\u6570\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u9069\u5207\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u30e2\u30c7\u30eb\u306f\u512a\u308c\u305f\u5b8c\u4e86\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
    gpt-3.5-turbo<\/code> \u30e2\u30c7\u30eb\u306e max_tokens<\/code> \u306e\u4e0a\u9650\u306f 4096 \u30c8\u30fc\u30af\u30f3\u3067\u3042\u308b\u3053\u3068\u3092\u77e5\u3063\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u3053\u306e\u5236\u9650\u3092\u8d85\u3048\u308b\u5834\u5408\u3001\u30e2\u30c7\u30eb\u306e\u6700\u5927\u5bb9\u91cf\u306b\u53ce\u307e\u308b\u3088\u3046\u306b\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u5207\u308a\u8a70\u3081\u305f\u308a\u3001\u7701\u7565\u3057\u305f\u308a\u3001\u305d\u306e\u4ed6\u306e\u65b9\u6cd5\u3067\u51dd\u7e2e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
    Node.js\u306b\u3088\u308b\u30c7\u30fc\u30bf\u53d6\u5f97<\/h3>\n
    Node.js\u306f\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d0\u30c3\u30af\u30dc\u30fc\u30f3\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u958b\u767a\u8005\u306f\u30cb\u30e5\u30fc\u30b9\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u30fb\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u9ad8\u901f\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3001\u304b\u3064\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u30ce\u30f3\u30d6\u30ed\u30c3\u30ad\u30f3\u30b0\u3001\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u8c4a\u5bcc\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u6301\u3064Node.js\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u51e6\u7406\u3084API\u7d71\u5408\u306a\u3069\u306e\u8907\u96d1\u306a\u6a5f\u80fd\u3092\u7c21\u5358\u306b\u5b9f\u88c5\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n
    \u6700\u9069\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u3057\u3066\u306f\u3001\u30cb\u30e5\u30fc\u30b9API\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u671b\u307e\u3057\u3044\u3067\u3057\u3087\u3046\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u3001\u30cf\u30ae\u30f3\u30b0\u30fb\u30d5\u30a7\u30a4\u30b9\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8 huggingface.co<\/a> \u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
    \n  Hugging Face\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u30e2\u30c7\u30eb\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u305f\u3081\u306e\u4eba\u6c17\u306e\u3042\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\n<\/p><\/blockquote>\n
    Multi-News<\/strong>\u306fHugging Face\u4e0a\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3001\u30b5\u30a4\u30c8newser.com\u306e\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u3068\u305d\u306e\u8a18\u4e8b\u3092\u4eba\u9593\u304c\u66f8\u3044\u305f\u8981\u7d04\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u8981\u7d04\u306f\u3001\u7de8\u96c6\u8005\u306b\u3088\u3063\u3066\u5c02\u9580\u7684\u306b\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n
    Node.js\u3067\u306f\u3001\u30cd\u30a4\u30c6\u30a3\u30d6\u306e fetch<\/code> \u95a2\u6570\u3092\u4f7f\u3063\u3066\u7c21\u5358\u306b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
    \n
    async function fetchMultiNews() {\n    const url = \"https:\/\/datasets-server.huggingface.co\/first-rows?dataset=multi_news&config=default&split=train\";\n\n    try {\n        const response = await fetch(url);\n        if (response.ok) {\n            const data = await response.json();\n            return data.rows\n        } else {\n            console.error('Error fetching dataset', response.statusText);\n            return response.statusText;\n        }\n    } catch (error) {\n        console.error('Error:', error);\n        throw new Error(error);\n    }\n}\n\nexport { fetchMultiNews }<\/code><\/pre>\n<\/div>\n
    Node.js\u306b\u3088\u308b\u30c7\u30fc\u30bf\u51e6\u7406<\/h3>\n
    \u30c7\u30fc\u30bf\u51e6\u7406\u306e\u4e3b\u306a\u76ee\u7684\u306f\u3001\u30cb\u30e5\u30fc\u30b9\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u3068\u6574\u5f62\u3092\u884c\u3044\u3001\u30b3\u30f3\u30c6\u30caGridDB\u306b\u683c\u7d0d\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n
    \n
    const newsData = await fetchMultiNews();\nlogger.info(`News Data: ${newsData.length}`);\n\nconst cont = await store.putContainer(conInfo)\nconst query = await cont.query(\"SELECT *\");\nconst rowset = await query.fetch();\nconst results = [];\n\nwhile (rowset.hasNext()) {\n    const row = rowset.next();\n    const rowData = { id: `${row[0]}`, news: row[1] };\n    results.push(rowData);\n}\n\nlet newsDataSelected;\n\nif (Array.isArray(results) && results.length == 0) {\n    logger.info('Database Empty...initialized!');\n    const newsDataObject = saveNewsData(newsData);\n    newsDataSelected = await generateData(newsDataObject)\n} else {\n    const newsDataObject2 = formatData(newsData);\n    newsDataSelected = await generateData(newsDataObject2);\n}<\/code><\/pre>\n<\/div>\n
    \u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001GridDB \u306e\u30b3\u30f3\u30c6\u30ca\u304c\u7a7a\u304b\u3069\u3046\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u53d6\u5f97\u3057\u305f\u30cb\u30e5\u30fc\u30b9\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u304b\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002\u30b3\u30f3\u30c6\u30ca\u304c\u7a7a\u306e\u5834\u5408\u306f\u3001saveNewsData<\/code>\u95a2\u6570\u304c\u30cb\u30e5\u30fc\u30b9\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n
    \u30c7\u30fc\u30bf\u51e6\u7406\u95a2\u6570\u306f\u3001JavaScript\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092GridDB\u306e\u30b3\u30f3\u30c6\u30ca\u306b\u9069\u3057\u305f\u914d\u5217\u5f62\u5f0f [id, news]<\/code> \u306b\u5909\u63db\u3059\u308b\u7c21\u5358\u306a\u95a2\u6570\u3067\u3059\u3002<\/p>\n
    \n
    function saveNewsData(newsData) {\n    const newsDataObject = {}\n    const newsDataArray = []\n    newsData.forEach((element, index) => {\n        const news = element?.row?.document;\n        newsDataObject[index + 1] = news;\n        newsDataArray.push([index, news]);\n    });\n\n    saveForEach(newsDataArray); \/\/\u26a0\ufe0f\n    return newsDataObject;\n}<\/code><\/pre>\n<\/div>\n
    GridDB\u306b\u3088\u308b\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u7ba1\u7406<\/h3>\n
    \u81a8\u5927\u306a\u91cf\u306e\u30cb\u30e5\u30fc\u30b9\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u30fb\u7ba1\u7406\u3059\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066GridDB<\/a>\u304c\u767b\u5834\u3057\u307e\u3057\u305f\u3002GridDB\u306f\u9ad8\u6027\u80fd\u3067\u3001\u6c34\u5e73\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u30cb\u30e5\u30fc\u30b9\u306e\u30bf\u30b0\u4ed8\u3051\u306b\u95a2\u308f\u308b\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7ba1\u7406\u3059\u308b\u306e\u306b\u7406\u60f3\u7684\u306a\u9078\u629e\u80a2\u3067\u3059\u3002\u3055\u3089\u306b\u3001GridDB\u306e\u52b9\u7387\u7684\u306a\u30af\u30a8\u30ea\u3068\u30c7\u30fc\u30bf\u691c\u7d22\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u95a2\u9023\u3059\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u8fc5\u901f\u306b\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n
    GridDB \u306e MultiNews<\/code> \u30b3\u30f3\u30c6\u30ca\u306b\u306f\u3001\u8b58\u5225\u5b50 id<\/code> \u3068\u30cb\u30e5\u30fc\u30b9\u306e\u5185\u5bb9 news<\/code> \u3068\u3044\u3046\u3001\u7279\u5b9a\u306e\u30bf\u30a4\u30d7\u306e\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3059\u308b\u305f\u3081\u306e 2 \u3064\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u3042\u308a\u307e\u3059\u3002\u30b3\u30f3\u30c6\u30ca\u306f\u4ee5\u4e0b\u306eJavaScript\u30b3\u30fc\u30c9\u3067\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n
    \n
    const conInfo = new griddb.ContainerInfo({\n    'name': containerName,\n    'columnInfoList': [\n        [\"id\", griddb.Type.INTEGER],\n        [\"news\", griddb.Type.STRING]],\n    'type': griddb.ContainerType.COLLECTION, 'rowKey': true\n});<\/code><\/pre>\n<\/div>\n
    GridDB\u30b3\u30f3\u30c6\u30ca\u306b\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u306b\u306f\u3001insert<\/code>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u3053\u306e\u95a2\u6570\u306f data<\/code> \u3068 container<\/code> \u306e 2 \u3064\u306e\u5f15\u6570\u3092\u53d6\u308a\u307e\u3059\u3002data<\/code>\u306f\u30cb\u30e5\u30fc\u30b9\u30c7\u30fc\u30bf\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u542b\u3080\u914d\u5217\u3067\u3001container<\/code>\u306f\u30c7\u30fc\u30bf\u304c\u4fdd\u5b58\u3055\u308c\u308bGridDB\u30b3\u30f3\u30c6\u30ca\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u6307\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u3001\u95a2\u6570\u306e\u5185\u8a33\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n
    \n
    function insert(data, container) {\n    try {\n        container.put(data);\n        return { ok: true };\n    } catch (err) {\n        console.log(`insert: ${err}`);\n        return { ok: false, error: err };\n    }\n}<\/code><\/pre>\n<\/div>\n
    \u30c7\u30fc\u30bf\u306f [id, news]<\/code> \u3068\u3044\u3046\u5f62\u5f0f\u3067\u3001GridDB \u30b3\u30f3\u30c6\u30ca\u306b\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b put<\/code> \u95a2\u6570\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n
    Node.js HTTP\u30b5\u30fc\u30d0<\/h3>\n
    HTTP\u30b5\u30fc\u30d0\u306fNode.js\u3068Express.js\u3067\u69cb\u7bc9\u3055\u308c\u3066\u304a\u308a\u3001\u30d7\u30e9\u30a4\u30de\u30ea\u30eb\u30fc\u30c8 \/multinews<\/code> \u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30eb\u30fc\u30c8\u306f\u3001\u30cb\u30e5\u30fc\u30b9 id<\/code>\u3001\u30cb\u30e5\u30fc\u30b9 news<\/code>\u30c7\u30fc\u30bf\u3001\u30cb\u30e5\u30fc\u30b9 tags<\/code>\u3001\u30cb\u30e5\u30fc\u30b9 title<\/code>\u3092\u8fd4\u3057\u307e\u3059\u3002\u8fd4\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306fJSON\u5f62\u5f0f\u3067\u3042\u308a\u3001\u6d88\u8cbb\u3092\u5358\u7d14\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
    \u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30dd\u30f3\u30b9\u306eJSON\u306e\u4f8b\u3067\u3059\u3002<\/p>\n
    \n
    {\n    \"id\": \"18\",\n    \"news\": \"VATICAN CITY (Reuters) - Pope Francis, ...\",\n    \"tags\": [\n        \"youth voices\",\n        \"tighter gun laws\",\n        \"palm sunday service\",\n        \"young catholics\",\n        \"church transparency\"\n    ],\n    \"title\": \"Pope Francis Urges Young People to Speak Up\"\n}<\/code><\/pre>\n<\/div>\n
    \u30d6\u30e9\u30a6\u30b6\u3092\u958b\u3044\u3066URL http:\/\/localhost:4000\/multinews<\/code> \u3092\u76f4\u63a5\u5165\u529b\u3059\u308b\u3068\u3001JSON\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\uff01<\/p>\n
    React \u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3067\u30c7\u30fc\u30bf\u3092\u8868\u793a\u3059\u308b<\/h3>\n
    React\u306f\u3001\u7279\u306b\u30b7\u30f3\u30b0\u30eb\u30da\u30fc\u30b8\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u308bJavaScript\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002React\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u3067\u3001\u591a\u304f\u306e\u958b\u767a\u8005\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u3042\u308a\u3001\u52b9\u7387\u7684\u306a\u4eee\u60f3DOM\u306e\u5b9f\u88c5\u306b\u3088\u308a\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n
    \u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u3001\u30cb\u30e5\u30fc\u30b9\u30c7\u30fc\u30bf\u3092\u8868\u793a\u3059\u308b\u305f\u3081\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f1\u3064\u3060\u3051\u3067\u3059\u3002News<\/code>\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f\u3001Node.js\u306eHTTP\u30b5\u30fc\u30d0\u30fc\u304b\u3089\u30cb\u30e5\u30fc\u30b9\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3001\u8868\u793a\u3059\u308b\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u3002useState<\/code> \u3068 useEffect<\/code> \u30d5\u30c3\u30af\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u72b6\u614b\u3092\u7c21\u5358\u306b\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
    \n
    import React, { useState, useEffect } from 'react';\n\nconst [randomNews, setRandomNews] = useState({});\n\nuseEffect(() => {\n    fetchNews();\n  }, []);\n\nconst fetchNews = async () => {\n    console.log(SERVER_URL);\n    try {\n      const response = await fetch(SERVER_URL);\n      const data = await response.json();\n      setRandomNews(data);\n      setLoading(false);\n    } catch (error) {\n      console.error('Error fetching news:', error);\n    }\n  };<\/code><\/pre>\n<\/div>\n
    News<\/code>\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f\u3001\u30da\u30fc\u30b8\u304c\u518d\u8aad\u307f\u8fbc\u307f\u3055\u308c\u308b\u305f\u3073\u306bJSON\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u518d\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002<\/p>\n
    \n
    <h2>{randomNews.title}<\/h2>\n<ul className='px-0 left-0'>\n\n{randomNews.tags.map((item, index) => (\n    <li key={index} className='inline-block bg-blue-500 text-white text-sm px-3 py-1  mr-2 mb-2 rounded' title='generated tag'>\n        {item}\n    <\/li>\n    ))}\n<\/ul>\n<article className='text-left pb-5'>\n  {showFullNews ? randomNews.news : `${randomNews.news.substring(0, 500)}...`}\n<\/article>\n<\/code><\/pre>\n<\/div>\n
    React\u3001JavaScript\u306e\u914d\u5217map<\/code>\u30e1\u30bd\u30c3\u30c9\u3001HTML\u306e<ul><\/code>\u3068<li><\/code>\u3001CSS\u3092\u4f7f\u3063\u3066\u3001\u7c21\u5358\u306b\u30bf\u30b0\u3092\u9752\u3044\u30d0\u30c3\u30b8\u3068\u3057\u3066\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
    \"\"<\/a><\/p>\n
    \u304a\u3059\u3059\u3081\u3068\u63d0\u6848<\/h2>\n
    \u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u306e\u63a8\u5968\u4e8b\u9805\u3068\u6539\u5584\u63d0\u6848\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n