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NLP\u6280\u8853\u3084\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u81ea\u52d5\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u6587\u6cd5\u30df\u30b9\u306e\u5c11\u306a\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3057\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306b\u95a2\u9023\u3057\u305f\u6587\u8108\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u6280\u8853\u30b9\u30bf\u30c3\u30af<\/h2>\n<p>\u9069\u5207\u306a\u6280\u8853\u30b9\u30bf\u30c3\u30af\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u306f\u3001\u975e\u5e38\u306b\u96e3\u3057\u3044\u3053\u3068\u3067\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u3001\u4f7f\u7528\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u305d\u3057\u3066\u624b\u6301\u3061\u306e\u4e88\u7b97\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u81ea\u52d5\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u306b\u95a2\u3057\u3066\u8a00\u3048\u3070\u3001JavaScript\u306f\u958b\u767a\u306e\u305f\u3081\u306e\u304b\u306a\u308a\u5805\u5b9f\u306a\u9078\u629e\u80a2\u3068\u306a\u308a\u5f97\u307e\u3059\u3002JavaScript\u306e\u7d20\u6674\u3089\u3057\u3044\u3068\u3053\u308d\u306f\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3068\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306e\u4e21\u65b9\u306e\u958b\u767a\u306b\u4f7f\u3048\u308b\u3053\u3068\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u958b\u767a\u6642\u9593\u3068\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u81ea\u52d5\u751f\u6210\u306b\u306f\u3001\u4e3b\u306b\u4ee5\u4e0b\u306e4\u3064\u306e\u6280\u8853\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\uff1a <strong>GPT-4<\/strong>\u3001<strong>Stable Diffusion<\/strong>\u3001<strong>GridDB<\/strong>\u3001<strong>Node.js<\/strong>\u3067\u3059\u3002<\/p>\n<h3>GPT-4<\/h3>\n<p>GPT-4\u306f<strong>OpenAI<\/strong>\u306b\u3088\u3063\u3066\u4f5c\u6210\u3055\u308c\u305f<strong>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb<\/strong>\u3067\u3042\u308a\u3001GPT\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u30ca\u30f3\u30d0\u30ea\u30f3\u30b0\u3055\u308c\u305f\u300cGPT-n\u300d\u30b7\u30ea\u30fc\u30ba\u306e4\u756a\u76ee\u3067\u3059\u3002<strong>2023\u5e743\u670814\u65e5<\/strong>\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u88fd\u54c1<strong>ChatGPT Plus<\/strong> (ChatGPT\u306e\u30d7\u30ec\u30df\u30a2\u30e0\u30d0\u30fc\u30b8\u30e7\u30f3)\u3092\u901a\u3058\u3066\u9650\u5b9a\u7684\u306a\u5f62\u3067\u4e00\u822c\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001OpenAI\u306eAPI\u306eGPT-4\u30d9\u30fc\u30b9\u30d0\u30fc\u30b8\u30e7\u30f3\u3078\u306e\u30a2\u30af\u30bb\u30b9\u306f\u30a6\u30a7\u30a4\u30c6\u30a3\u30f3\u30b0\u30ea\u30b9\u30c8\u3092\u901a\u3058\u3066\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002GPT-4\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3060\u3051\u3067\u306a\u304f\u753b\u50cf\u3082\u5165\u529b\u3068\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u4f5c\u66f2\u3001\u811a\u672c\u3001\u554f\u984c\u89e3\u6c7a\u306a\u3069\u3001\u5c11\u306a\u3044\u4f8b\u3067\u69d8\u3005\u306a\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>Stable Diffusion<\/h3>\n<p>Stable Diffusion\u306f\u30012022\u5e74\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30c6\u30ad\u30b9\u30c8\u753b\u50cf\u5909\u63db\u30e2\u30c7\u30eb\u3067\u3059\u3002\u4e3b\u306b\u30c6\u30ad\u30b9\u30c8\u306e\u8aac\u660e\u3092\u6761\u4ef6\u3068\u3057\u3066\u8a73\u7d30\u306a\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u304c\u3001\u30a4\u30f3\u30da\u30a4\u30f3\u30c6\u30a3\u30f3\u30b0\u3001\u30a2\u30a6\u30c8\u30da\u30a4\u30f3\u30c6\u30a3\u30f3\u30b0\u3001\u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3088\u3063\u3066\u8a98\u5c0e\u3055\u308c\u308b\u753b\u50cf\u9593\u306e\u7ffb\u8a33\u3092\u751f\u6210\u3059\u308b\u306a\u3069\u306e\u4ed6\u306e\u30bf\u30b9\u30af\u306b\u3082\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306eStability 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href=\"https:\/\/griddb.net\/wp-content\/uploads\/2023\/07\/auto-generated-content.png\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/griddb.net\/wp-content\/uploads\/2023\/07\/auto-generated-content.png\" alt=\"\" width=\"913\" height=\"859\" class=\"aligncenter size-full wp-image-29679\" srcset=\"\/wp-content\/uploads\/2023\/07\/auto-generated-content.png 913w, \/wp-content\/uploads\/2023\/07\/auto-generated-content-300x282.png 300w, \/wp-content\/uploads\/2023\/07\/auto-generated-content-768x723.png 768w, \/wp-content\/uploads\/2023\/07\/auto-generated-content-600x565.png 600w\" sizes=\"(max-width: 913px) 100vw, 913px\" \/><\/a><\/p>\n<p>\u751f\u6210\u3055\u308c\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306f\u3001React.js\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002\u5185\u90e8\u7684\u306b\u306f\u3001JavaScript\u306fOpenAI\u306bAPI\u30b3\u30fc\u30eb\u3092\u884c\u3044\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b\u3002\u307e\u305f\u3001\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u3001deep.ai\u4e0a\u306eStable Diffusion\u30e2\u30c7\u30eb\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u306fGridDB\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002\u4fdd\u5b58\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001node.js \u30b5\u30fc\u30d0\u30fc\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4ecb\u3057\u3066\u8868\u793a\u7528\u306b\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002<\/p>\n<h3>GPT-4\u30d9\u30fc\u30b9\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210<\/h3>\n<p>Generative Pre-trained Transformer 4\uff08GPT-4\uff09\u306f\u3001OpenAI\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305f\u9ad8\u5ea6\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3059\u3002Transformer\u3068\u3057\u3066\u77e5\u3089\u308c\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u3066\u304a\u308a\u3001\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u4eba\u9593\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u9a5a\u304f\u3079\u304d\u7cbe\u5ea6\u3067\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>GPT-4\u306e\u4e3b\u306a\u80fd\u529b\u306f\u3001\u6587\u8108\u306e\u7406\u89e3\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u63d0\u4f9b\u3055\u308c\u305f\u5165\u529b\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5206\u6790\u3057\u3001\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3059\u308b\u5e83\u7bc4\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304b\u3089\u5b66\u7fd2\u3057\u305f\u30d1\u30bf\u30fc\u30f3\u306b\u57fa\u3065\u3044\u3066\u3001\u4e00\u8cab\u6027\u304c\u3042\u308a\u6587\u8108\u306b\u95a2\u9023\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u6587\u7ae0\u3084\u6bb5\u843d\u3092\u5b8c\u6210\u3055\u305b\u308b\u3088\u3046\u306a\u5358\u7d14\u306a\u3082\u306e\u304b\u3089\u3001\u30a8\u30c3\u30bb\u30a4\u3084\u7269\u8a9e\u3001\u3042\u308b\u3044\u306f\u6280\u8853\u7684\u306a\u5185\u5bb9\u3092\u66f8\u304f\u3088\u3046\u306a\u8907\u96d1\u306a\u3082\u306e\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>GPT-4\u30d9\u30fc\u30b9\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u306b\u95a2\u3057\u3066\u8a00\u3048\u3070\u3001\u3053\u308c\u3089\u306e\u80fd\u529b\u306f\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u5229\u70b9\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u9ad8\u54c1\u8cea\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u5927\u898f\u6a21\u306b\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u6210\u306b\u5fc5\u8981\u306a\u6642\u9593\u3068\u30ea\u30bd\u30fc\u30b9\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u95a2\u9023\u3057\u305f\u9b45\u529b\u7684\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u3055\u307e\u3056\u307e\u306a\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u3084\u55dc\u597d\u306b\u5fdc\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u304c\u5f37\u5316\u3055\u308c\u307e\u3059\u3002\u3055\u3089\u306b\u3001GPT-4\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3059\u3079\u3066\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3067\u4e00\u8cab\u3057\u305f\u30b9\u30bf\u30a4\u30eb\u3068\u30c8\u30fc\u30f3\u3092\u7dad\u6301\u3057\u3001\u30d6\u30e9\u30f3\u30c9\u306e\u30a2\u30a4\u30c7\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u5f37\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u753b\u50cf\u751f\u6210\u306e\u305f\u3081\u306eStable Diffusion<\/h3>\n<p>Stable Diffusion\u306f\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u753b\u50cf\u81ea\u52d5\u751f\u6210\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3PC\u3084\u30af\u30e9\u30a6\u30c9\u4e0a\u3067Stable Diffusion\u3092\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3059\u308b\u306e\u306f\u9762\u5012\u3067\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u305f\u3081\u3001\u753b\u50cf\u751f\u6210\u306b\u306f <a href=\"https:\/\/deep.ai\/\">deep.ai<\/a> \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002deep.ai\u306eAPI\u30b3\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u65b9\u304c\u7c21\u5358\u3067\u3059\u3002<\/p>\n<h3>\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u4fdd\u5b58\u306e\u305f\u3081\u306eGridDB<\/h3>\n<p>\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\u306e\u4e16\u754c\u3067\u306f\u3001\u7279\u306b\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u81ea\u52d5\u751f\u6210\u306b\u3064\u3044\u3066\u8a9e\u308b\u5834\u5408\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u30fb\u4fdd\u5b58\u3059\u308b\u3053\u3068\u306f\u975e\u5e38\u306b\u91cd\u8981\u306a\u30bf\u30b9\u30af\u3067\u3059\u3002\u305d\u3053\u3067\u6d3b\u8e8d\u3059\u308b\u306e\u304cGridDB\u3067\u3059\u3002\u9ad8\u6027\u80fd\u3001\u62e1\u5f35\u6027\u3001\u5805\u7262\u6027\u3067\u77e5\u3089\u308c\u308bGridDB\u306f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u9762\u3092\u5927\u5e45\u306b\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>GridDB\u306f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u4e0a\u3067\u6975\u3081\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u55dc\u597d\u3001\u5c65\u6b74\u30c7\u30fc\u30bf\u306a\u3069\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u306b\u5fc5\u8981\u306a\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u5165\u529b\u3092\u4fdd\u5b58\u30fb\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u751f\u6210\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3084\u95a2\u9023\u3059\u308b\u30e1\u30bf\u30c7\u30fc\u30bf\u306a\u3069\u306e\u51fa\u529b\u30c7\u30fc\u30bf\u3082\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u52b9\u7387\u7684\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u7ba1\u7406\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001GridDB\u306f\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u30b9\u30e0\u30fc\u30ba\u3067\u4e2d\u65ad\u306e\u306a\u3044\u72b6\u614b\u306b\u4fdd\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u52b9\u679c\u7684\u306b\u6574\u7406\u3057\u3001\u751f\u6210\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u5fc5\u8981\u306a\u3068\u304d\u306b\u7c21\u5358\u306b\u53d6\u5f97\u3001\u66f4\u65b0\u3001\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30a6\u30a7\u30d6\u958b\u767a\u306e\u305f\u3081\u306eReact.js<\/h3>\n<p>\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u3067\u52b9\u7387\u7684\u306a\u30a6\u30a7\u30d6\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u69cb\u7bc9\u3068\u7dad\u6301\u306f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u7ba1\u7406\u306e\u91cd\u8981\u306a\u5074\u9762\u3067\u3059\u3002\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306b\u52b9\u679c\u7684\u306b\u898b\u305b\u308b\u3053\u3068\u3082\u91cd\u8981\u3067\u3059\u3002\u305d\u3053\u3067React.js\u306e\u51fa\u756a\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>React.js\u306e\u4e3b\u306a\u5f37\u307f\u306e\u3072\u3068\u3064\u306f\u3001\u305d\u306e\u67d4\u8edf\u6027\u3067\u3059\u3002\u5358\u4e00\u30da\u30fc\u30b8\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3082\u3001\u9759\u7684\u306a\u30d6\u30ed\u30b0\u3067\u3082\u3001\u8907\u96d1\u306ae\u30b3\u30de\u30fc\u30b9\u30b5\u30a4\u30c8\u3067\u3082\u3001React.js\u306a\u3089\u5bfe\u5fdc\u3067\u304d\u308b\u3002React.js\u306f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5ff5\u982d\u306b\u7f6e\u3044\u3066\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001Web\u30b5\u30a4\u30c8\u306e\u6a5f\u80fd\u3060\u3051\u3067\u306a\u304f\u3001\u9ad8\u901f\u6027\u3068\u5fdc\u7b54\u6027\u3082\u4fdd\u8a3c\u3057\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001GPT-4\u3001Stable Diffusion\u3001GridDB\u3001Node.js\u3068\u3044\u3063\u305f\u3053\u308c\u3089\u306e\u6280\u8853\u304c\u3069\u306e\u3088\u3046\u306b\u9023\u643a\u3057\u3001\u52b9\u7387\u7684\u306a\u3060\u3051\u3067\u306a\u304f\u3001\u9ad8\u54c1\u8cea\u3067\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3067\u304d\u308b\u81ea\u52d5\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u308a\u51fa\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u63a2\u308a\u307e\u3059\u3002<\/p>\n<h2>\u30d5\u30eb\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb \u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/h2>\n<p>\u5b8c\u5168\u306a\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306b\u3064\u3044\u3066\u306f\u3001\u3053\u306eGitHub <a href=\"https:\/\/github.com\/junwatu\/automated-content-generation\">\u30ea\u30dd\u30b8\u30c8\u30ea<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u307e\u305a\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u30af\u30ed\u30fc\u30f3\u3057\u3001\u3059\u3079\u3066\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"clipboard\">\n<pre><code class=\"language-sh\">git clone https:\/\/github.com\/junwatu\/automated-content-generation.git\n\ncd automated-content-generation<\/code><\/pre>\n<\/div>\n<p>\u305d\u306e\u5f8c\u3001<code>env.example<\/code>\u30d5\u30a1\u30a4\u30eb\u3092<code>env<\/code>\u306b\u30ea\u30cd\u30fc\u30e0\u3057\u3066\u3001\u305d\u3053\u306bOpenAI\u306eAPI\u30ad\u30fc\u3092\u8a2d\u5b9a\u3057\u3001<code>index.html<\/code>\u30d5\u30a1\u30a4\u30eb\u306edeep.ai\u30ad\u30fc\u3082\u5fd8\u308c\u305a\u306b\u5909\u66f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"clipboard\">\n<pre><code>deepai.setApiKey(\"your_api_key\");<\/code><\/pre>\n<\/div>\n<p>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u7c21\u5358\u306a\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n<div class=\"clipboard\">\n<pre><code>npm start<\/code><\/pre>\n<\/div>\n<p>\u6700\u5f8c\u306b\u3001\u3053\u306eURL <code>http:\/\/localhost:3000<\/code> \u3067\u30d6\u30e9\u30a6\u30b6\u3092\u958b\u304d\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u306e\u305f\u3081\u306e\u7279\u5b9a\u306e\u30c8\u30d4\u30c3\u30af\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/griddb.net\/wp-content\/uploads\/2023\/07\/automatic-cg-screenshot.png\"><img decoding=\"async\" src=\"https:\/\/griddb.net\/wp-content\/uploads\/2023\/07\/automatic-cg-screenshot.png\" alt=\"\" width=\"1077\" height=\"1329\" class=\"aligncenter size-full wp-image-29680\" srcset=\"\/wp-content\/uploads\/2023\/07\/automatic-cg-screenshot.png 1077w, \/wp-content\/uploads\/2023\/07\/automatic-cg-screenshot-243x300.png 243w, \/wp-content\/uploads\/2023\/07\/automatic-cg-screenshot-830x1024.png 830w, \/wp-content\/uploads\/2023\/07\/automatic-cg-screenshot-768x948.png 768w, \/wp-content\/uploads\/2023\/07\/automatic-cg-screenshot-600x740.png 600w\" sizes=\"(max-width: 1077px) 100vw, 1077px\" \/><\/a><\/p>\n<h3>\u30c6\u30af\u30cb\u30ab\u30eb\u30fb\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/h3>\n<p>\u81ea\u52d5\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u306e\u30b3\u30fc\u30c9\u306b\u5165\u308b\u524d\u306b\u3001\u3044\u304f\u3064\u304b\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p><strong>Node.js<\/strong><\/p>\n<p>Node.js\u3092\u4f7f\u3063\u3066\u958b\u767a\u74b0\u5883\u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002https:\/\/nodejs.org\u3001\u30de\u30b7\u30f3\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<blockquote><p>\n  \u3053\u306e\u6295\u7a3f\u3067\u306f\u3001Node.js 18.16.0 LTS\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\n<\/p><\/blockquote>\n<p><strong>OpenAI<\/strong><\/p>\n<p>GPT-4 API\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u306b\u306fAPI\u30ad\u30fc\u304c\u5fc5\u8981\u3067\u3059\u3002API\u30ad\u30fc\u306f<a href=\"https:\/\/platform.openai.com\/account\/api-keys\">https:\/\/platform.openai.com\/account\/api-keys<\/a>\u304b\u3089\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n<blockquote><p>\n  \u6ce8\u610f\uff1aOpenAI API\u3092\u5229\u7528\u3059\u308b\u306b\u306f\u8ab2\u91d1\u65b9\u6cd5\u306e\u8a2d\u5b9a\u304c\u5fc5\u8981\u3067\u3059\u3002\u3053\u308c\u306f\u6709\u6599\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\n<\/p><\/blockquote>\n<p><strong>Stable Diffusion<\/strong><\/p>\n<p>Stable Diffusion\u30e2\u30c7\u30eb\u306f\u3001<a href=\"https:\/\/deep.ai\/\">deep.ai<\/a>\u306e\u3088\u3046\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u901a\u3058\u3066\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3060\u4e3b\u306a\u7406\u7531\u306e1\u3064\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u306aAPI\u30b3\u30fc\u30eb\u3092\u901a\u3058\u3066Stable Diffusion\u30e2\u30c7\u30eb\u306e\u30d1\u30ef\u30fc\u3092\u7c21\u5358\u306b\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002<a href=\"https:\/\/deepai.org\/dashboard\/profile\">\u3053\u3053<\/a>\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001DeepAI API\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306e\u30c8\u30fc\u30af\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<p><strong>GridDB<\/strong><\/p>\n<p>\u73fe\u5728\u306e\u3068\u3053\u308d\u3001GridDB\u306fLinux\u30d9\u30fc\u30b9\u306e\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3068\u4e92\u63db\u6027\u304c\u3042\u308b\u3002\u3057\u304b\u3057\u3001Windows\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001GridDB\u306eDocker\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u8a73\u7d30\u306a\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/docs.griddb.net\/jp\/about\/\">GridDB\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30b5\u30a4\u30c8<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>\u30b3\u30fc\u30c9\u3092\u66f8\u3053\u3046<\/h2>\n<p>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b9f\u884c\u3059\u308b\u306e\u306f\u7c21\u5358\u3060\u304c\u3001\u305d\u306e\u88cf\u306b\u306f\u3069\u306e\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u3042\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<p>\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u3092\u81ea\u52d5\u5316\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306f\u3001AI\u306e\u52a9\u3051\u3092\u501f\u308a\u308b\u3053\u3068\u3067\u5927\u5e45\u306b\u7c21\u7565\u5316\u3055\u308c\u307e\u3059\u3002ChatGPT\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u7279\u5b9a\u306e\u5165\u529b\u306b\u5408\u308f\u305b\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u79c1\u305f\u3061\u306f\u305d\u308c\u3092<strong>\u30d7\u30ed\u30f3\u30d7\u30c8<\/strong>\u3068\u547c\u3093\u3067\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6307\u5b9a\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u5165\u529b\u3057\u3001<strong>&#8221; \u751f\u6210 &#8220;<\/strong>\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u30b5\u30fc\u30d0\u30fc\u306fOpenAI API\u3078\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u958b\u59cb\u3057\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u901a\u308a\u306b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u51e6\u7406\u3057\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210<\/h3>\n<p>\u3053\u306e\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306f\u3001React.js\u3068Tailwind CSS\u3092\u4f7f\u7528\u3057\u305f\u5358\u4e00\u30da\u30fc\u30b8\u3067\u3059\u3002\u7c21\u5358\u306b\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u4e21\u65b9\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306fCDN\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002React.js\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u3092\u7ba1\u7406\u3057\u3001\u51e6\u7406\u306e\u305f\u3081\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u30c7\u30fc\u30bf\u3092\u30b5\u30fc\u30d0\u30fc\u306b\u9001\u4fe1\u3059\u308b\u3053\u3068\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u898b\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u306e\u5165\u529b\u306f\u30a4\u30d9\u30f3\u30c8\u30cf\u30f3\u30c9\u30e9 <code>handleSubmit<\/code> \u306b\u3088\u3063\u3066\u51e6\u7406\u3055\u308c\u307e\u3059\u3002<\/p>\n<div class=\"clipboard\">\n<pre><code class=\"language-html\">&lt;form\n  onSubmit=\"{handleSubmit}\"\n  className=\"flex flex-col md:flex-row md:items-center gap-4 m-5\"\n>\n  &lt;input\n    type=\"text\"\n    name=\"prompt\"\n    value=\"{formState.prompt}\"\n    onChange=\"{handleInputChange}\"\n    className=\"flex-grow py-2 px-4 border border-gray-300 rounded shadow-sm\"\n    placeholder=\"What's the topic and key messages you want in your content?\"\n  \/&gt;\n  &lt;button\n    type=\"submit\"\n    disabled=\"{isSaving}\"\n    className=\"py-2 px-4 bg-blue-500 text-white rounded shadow-sm hover:bg-blue-600\"\n  &gt;\n    Generate\n  &lt;\/button&gt;\n&lt;\/form&gt;<\/code><\/pre>\n<\/div>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30c7\u30fc\u30bf\u81ea\u4f53\u306f\u3001\u3053\u306eJSON\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u5f93\u3063\u3066\u3044\u307e\u3059\uff1a<\/p>\n<div class=\"clipboard\">\n<pre><code class=\"language-sh\">{\n  \"prompt\": \"Artificial Intelligence and the safety of the future human workforce\"\n}<\/code><\/pre>\n<\/div>\n<p>\u4e0e\u3048\u3089\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001<code>\/api\/generate<\/code>\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u5358\u7d14\u306a\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"clipboard\">\n<pre><code class=\"language-js\">const response = await fetch(\"\/api\/generate\", {\n  method: \"POST\",\n  headers: {\n    \"Content-Type\": \"application\/json\",\n  },\n  body: JSON.stringify(formState),\n});\nconst data = await response.json();<\/code><\/pre>\n<\/div>\n<p>API\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u7d50\u679c\u306fJSON\u30c7\u30fc\u30bf\u3067\u3001React.js\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u52a9\u3051\u3092\u501f\u308a\u3066\u7c21\u5358\u306b\u51e6\u7406\u3057\u3001\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306eJSON\u306e\u91cd\u8981\u306a\u30ad\u30fc\u306e\u4e00\u3064\u304c <code>imageprompt<\/code> \u3067\u3001\u3053\u308c\u3092\u753b\u50cf\u751f\u6210\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u3057\u3066\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<h3>\u753b\u50cf\u751f\u6210<\/h3>\n<p>\u30b3\u30f3\u30c6\u30f3\u30c4\u3078\u306e\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u9ad8\u3081\u308b\u306b\u306f\u3001\u30c6\u30fc\u30de\u3068\u306a\u308b\u7d20\u6750\u3092\u95a2\u9023\u3059\u308b\u753b\u50cf\u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u52b9\u679c\u7684\u3067\u3059\u3002Stable Diffusion\u306e\u3088\u3046\u306atext-to-image AI\u6280\u8853\u306e\u52a9\u3051\u3092\u501f\u308a\u3066\u3001\u7279\u5b9a\u306e\u30c8\u30d4\u30c3\u30af\u306b\u5bfe\u5fdc\u3059\u308b\u753b\u50cf\u3092\u7c21\u5358\u306b\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u524d\u8ff0\u3057\u305f\u3088\u3046\u306b\u3001\u79c1\u305f\u3061\u306f<a href=\"https:\/\/deep.ai\">deep.ai<\/a>\u306e\u3088\u3046\u306a\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u5185\u90e8\u7684\u306b\u30c6\u30ad\u30b9\u30c8\u3092\u753b\u50cf\u306b\u5909\u63db\u3059\u308b\u305f\u3081\u306bStable Diffusion\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002deep.ai\u306etext-to-image API\u3092\u547c\u3073\u51fa\u3059\u306e\u306f\u975e\u5e38\u306b\u7c21\u5358\u3067\u3059\u3002<\/p>\n<div class=\"clipboard\">\n<pre><code class=\"language-js\">\/**\n * Replace this with your API key at https:\/\/deepai.org\/\n * Initial usage is complimentary!\n *\/\ndeepai.setApiKey(\"6834a5c8-ea39-446c-a3c4-1486ed713ac1\");\n\nconst result = await deepai.callStandardApi(\"text2img\", {\n  text: dataJSON.imageprompt,\n  grid_size: \"1\",\n});<\/code><\/pre>\n<\/div>\n<p><code>imageprompt<\/code> \u306f\u753b\u50cf\u751f\u6210\u306b\u4f7f\u7528\u3055\u308c\u308b\u30c6\u30ad\u30b9\u30c8\u3067\u3001ChatGPT\u3067\u5143\u3005\u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002deep.ai\u306e\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u753b\u50cf\u3078\u306e\u51fa\u529b\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u753b\u50cf\u30b5\u30a4\u30ba\u306f512px\u3067\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u60c5\u5831\u306f\u3001\u30c8\u30ea\u30df\u30f3\u30b0\u3001\u30ea\u30b5\u30a4\u30ba\u3001\u307e\u305f\u306fUI\u30c7\u30b6\u30a4\u30f3\u3068\u753b\u50cf\u306e\u5bf8\u6cd5\u3092\u5408\u308f\u305b\u308b\u3053\u3068\u3092\u610f\u56f3\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3>GridDB\u3078\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4fdd\u5b58<\/h3>\n<p>\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306e\u6700\u7d42\u7684\u306a\u51fa\u529b\u306f\u3001\u4e0b\u56f3\u306e\u3088\u3046\u306a JSON \u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3067\u3059\u3002<\/p>\n<div class=\"clipboard\">\n<pre><code class=\"language-sh\">{\n  \"id\": \"24\",\n  \"title\": \"Why working from home is the future of work\",\n  \"content\": \"500 words content is here\",\n  \"imageUrl\": \"https:\/\/image.url.is.here\/xyz.jpg\"\n}<\/code><\/pre>\n<\/div>\n<p>\u3053\u306e JSON \u30c7\u30fc\u30bf\u306f\u3001<strong>Save Content<\/strong> \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3053\u3068\u3067 GridDB \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u4fdd\u5b58\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u306f\u6bd4\u8f03\u7684\u7c21\u5358\u3067\u3001\u901a\u5e38\u306f API \u3092 1 \u56de\u547c\u3073\u51fa\u3059\u3060\u3051\u3067\u6e08\u307f\u307e\u3059\u3002<\/p>\n<div class=\"clipboard\">\n<pre><code class=\"language-js\">const response = await fetch(\"\/api\/content\", {\n  method: \"POST\",\n  headers: {\n    \"Content-Type\": \"application\/json\",\n  },\n  body: JSON.stringify(content),\n});<\/code><\/pre>\n<\/div>\n<p>\u30b5\u30fc\u30d0\u30fc\u5074\u3067\u306f\u3001\u3053\u306e\u30c7\u30fc\u30bf\u306f <code>insert<\/code> \u95a2\u6570\u3092\u4f7f\u3063\u3066\u76f4\u63a5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u683c\u7d0d\u3055\u308c\u307e\u3059\u3002<\/p>\n<div class=\"clipboard\">\n<pre><code class=\"language-js\">\/**\n * Insert data into GridDB\n *\/\nfunction insert(data, container) {\n  try {\n    container.put(data);\n    return { status: true };\n  } catch (err) {\n    if (err.constructor.name == \"GSException\") {\n      for (var i = 0; i &lt; err.getErrorStackSize(); i++) {\n        console.log(\"[%d]\", i);\n        console.log(err.getErrorCode(i));\n        console.log(err.getMessage(i));\n      }\n\n      return { status: true, error: err };\n    } else {\n      console.log(err);\n      return { status: false, error: err };\n    }\n  }\n}<\/code><\/pre>\n<\/div>\n<p>\u4fdd\u5b58\u3059\u308b\u524d\u306b <code>data<\/code> \u306e\u30c7\u30fc\u30bf\u578b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u306f4\u3064\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"clipboard\">\n<pre><code class=\"language-js\">[\n  [\"id\", griddb.Type.INTEGER],\n  [\"title\", griddb.Type.STRING],\n  [\"content\", griddb.Type.STRING],\n  [\"imageUrl\", griddb.Type.STRING],\n];<\/code><\/pre>\n<\/div>\n<p><code>id<\/code>\u30d5\u30a3\u30fc\u30eb\u30c9\u304c<code>INTEGER<\/code>\u578b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\uff08\u3053\u308c\u306b\u306fJavaScript\u3067<code>parseInt<\/code>\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\uff09\u3001\u6b8b\u308a\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306f<code>STRING<\/code> \u578b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u958b\u767a\u3092\u9032\u3081\u308b\u305f\u3081\u306b\u3001\u5168\u3066\u306e\u6295\u7a3f\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306eAPI\u304c\u4ed6\u306b\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>Node.js HTTP\u30b5\u30fc\u30d0\u30fc<\/h3>\n<p>Node.js\u3068Express.js\u3092\u4f7f\u3063\u305f\u30b5\u30fc\u30d0\u30fc\u306e\u69cb\u7bc9\u306f\u7c21\u5358\u3067\u3059\u3002OpenAI API\u3068GridDB\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u30b7\u30f3\u30d7\u30eb\u304b\u3064\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30b5\u30fc\u30d0\u30fc\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u306f\u3001\u4ee5\u4e0b\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5f93\u3044\u307e\u3059\u3002<\/p>\n<div class=\"clipboard\">\n<pre><code class=\"language-js\">const prompt = `Craft a blog post with a minimum of 500 words and a maximum of 700 words based on the following topic:\n    n\n    ${imagine}\n    n\n    The response MUST be a valid JSON object in the format {title: [insert_title], content: [insert_content], imageprompt: [summarize_content_for_image_generation]}. Please avoid including any context or explanation, just provide the JSON object.`;<\/code><\/pre>\n<\/div>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306fChatGPT\u304c\u30e6\u30fc\u30b6\u304b\u3089\u4e0e\u3048\u3089\u308c\u305f\u30c8\u30d4\u30c3\u30af\u3092\u57fa\u306b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3059\u308b\u3088\u3046\u30ac\u30a4\u30c9\u3057\u307e\u3059\u3002\u6700\u826f\u306e\u7d50\u679c\u3068\u5177\u4f53\u7684\u306a\u51fa\u529b\u3092\u5f97\u308b\u305f\u3081\u306b\u306f\u3001\u7570\u306a\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u5b9f\u9a13\u3059\u308b\u306e\u304c\u30d9\u30b9\u30c8\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u3001\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u306bGPT-3.5\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30e2\u30c7\u30eb\u3092GPT-4\u306b\u5207\u308a\u66ff\u3048\u308b\u306e\u306f\u7c21\u5358\u3067\u3059\u3002GPT-3.5\u3068GPT-4\u306e\u5927\u304d\u306a\u9055\u3044\u306f\u3001GPT-4\u304c\u63a8\u8ad6\u80fd\u529b\u306b\u512a\u308c\u3066\u3044\u308b\u3053\u3068\u3068\u3001\u30c8\u30fc\u30af\u30f3\u306e\u4e0a\u9650\u304c\u9ad8\u3044\u3053\u3068\u3067\u3059\u3002\u30d5\u30a1\u30a4\u30eb<code>contentai.js<\/code>\u306emodel valule\u3092\u5909\u66f4\u3057\u307e\u3059\u3002<\/p>\n<p><strong>API<\/strong><\/p>\n<p>Node.js HTTP \u30b5\u30fc\u30d0\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a API \u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\uff1a<\/p>\n<p><code>\/api\/generate<\/code><\/p>\n<p>\u3053\u306e API \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306f ChatGPT (GPT3.5 \u307e\u305f\u306f GPT-4) \u306e\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><code>\/api\/content<\/code><\/p>\n<p>\u3053\u306e API \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u751f\u6210\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u30c7\u30fc\u30bf\u3092 GridDB \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306b\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002<\/p>\n<p><code>\/api\/contents<\/code><\/p>\n<p>\u3053\u306e API \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u73fe\u5728\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u5168\u3066\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<p><code>\/api\/content\/:id<\/code><\/p>\n<p>\u3053\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u751f\u6210\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u7279\u5b9a\u306e <code>id<\/code> \u306b\u3088\u3063\u3066\u554f\u3044\u5408\u308f\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306eAPI\u306f\u3068\u3066\u3082\u4f7f\u3044\u3084\u3059\u304f\u3001\u3055\u3089\u306a\u308b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306e\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u3055\u3089\u306a\u308b\u62e1\u5f35<\/h2>\n<p>\u3053\u306e\u81ea\u52d5\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u73fe\u5728\u3001\u30b7\u30f3\u30d7\u30eb\u306aMVP\uff08Minimum Viable Product\uff09\u3067\u3059\u3002\u3053\u306e\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u3092\u5927\u5e45\u306b\u6539\u5584\u3067\u304d\u308b\u3044\u304f\u3064\u304b\u306e\u6a5f\u80fd\u62e1\u5f35\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30e6\u30fc\u30b6\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9\u3092\u3088\u308a\u4f7f\u3044\u3084\u3059\u304f\u3059\u308b\u3002<\/li>\n<li>\u30e6\u30fc\u30b6\u30fc\u7ba1\u7406\u6a5f\u80fd\u3092\u7d44\u307f\u8fbc\u3080\u3002<\/li>\n<li>\u53ce\u76ca\u5316\u306e\u305f\u3081\u306e\u4fa1\u683c\u8a2d\u5b9a\u3002<\/li>\n<li>Docker\u3084Kubernetes\u306e\u3088\u3046\u306a\u30b3\u30f3\u30c6\u30ca\u5316\u6280\u8853\u306e\u6d3b\u7528\u3002\u3053\u308c\u306b\u3088\u308a\u30b5\u30fc\u30d3\u30b9\u3092\u3069\u306e\u3088\u3046\u306a\u30a4\u30f3\u30d5\u30e9\u3067\u3082\u7c21\u5358\u304b\u3064\u4fe1\u983c\u6027\u3092\u3082\u3063\u3066\u30c7\u30d7\u30ed\u30a4\u3001\u7ba1\u7406\u3001\u62e1\u5f35\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>AI\u306f\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u307e\u3059\u3002AI\u304c\u30a6\u30a7\u30d6\u958b\u767a\u306b\u7d71\u5408\u3055\u308c\u308b\u3068\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u751f\u6210AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u3068\u3057\u3066\u77e5\u3089\u308c\u308b\u65b0\u3057\u3044\u9818\u57df\u306b\u8e0f\u307f\u8fbc\u3080\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u751f\u6210AI\u958b\u767a\u3092\u6210\u529f\u3055\u305b\u308b\u9375\u306f\u3001\u9069\u5207\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<h2>\u53c2\u8003\u6587\u732e<\/h2>\n<ol>\n<li><a href=\"https:\/\/ja.wikipedia.org\/wiki\/GPT-4\">GPT-4 &#8211; \u30a6\u30a3\u30ad\u30da\u30c7\u30a3\u30a2<\/a><\/li>\n<li><a href=\"http:\/\/openai.com\/product\/gpt-4\">GPT-4 &#8211; OpenAI\u88fd\u54c1<\/a><\/li>\n<li><a href=\"https:\/\/ja.wikipedia.org\/wiki\/Stable_Diffusion\">Stable Diffusion &#8211; Wikipedia<\/a><\/li>\n<li><a href=\"https:\/\/stablediffusionweb.com\/\">Stable Diffusion Online<\/a><\/li>\n<li><a href=\"https:\/\/www.howtogeek.com\/830179\/how-to-run-stable-diffusion-on-your-pc-to-generate-ai-images\/\">How to Run Stable Diffusion on Your PC to Generate AI Images<\/a><\/li>\n<li><a href=\"https:\/\/www.griddb.net\/\">GridDB Developers<\/a><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u4eca\u65e5\u306e\u30c7\u30b8\u30bf\u30eb\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u9ad8\u54c1\u8cea\u3067\u9b45\u529b\u7684\u3001\u304b\u3064\u95a2\u9023\u6027\u306e\u9ad8\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306f\u3001\u4f01\u696d\u3084\u7d44\u7e54\u304c\u30bf\u30fc\u30b2\u30c3\u30c8\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3092\u60f9\u304d\u3064\u3051\u3001\u7dad\u6301\u3059\u308b\u305f\u3081\u306b\u6975\u3081\u3066\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u6210\u306b\u306f\u3001\u8a18\u4e8b\u3084\u30d6\u30ed\u30b0\u8a18\u4e8b\u306e\u57f7\u7b46\u304b [&hellip;]<\/p>\n","protected":false},"author":41,"featured_media":49555,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1005],"tags":[],"class_list":["post-50865","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-1005"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ChatGPT\u3001Stable Diffusion\u3001GridDB\u3001Node.js\u3092\u4f7f\u3063\u3066\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b | GridDB: Open Source Time Series Database for IoT<\/title>\n<meta name=\"description\" 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