{"id":71957,"date":"2024-05-10T13:30:00","date_gmt":"2024-05-10T04:30:00","guid":{"rendered":"https:\/\/www.creationline.com\/?p=71957"},"modified":"2024-05-10T12:11:47","modified_gmt":"2024-05-10T03:11:47","slug":"chatgpt%e3%82%84azure-openai-service%e3%81%ae%e8%aa%b2%e9%87%91%e5%8d%98%e4%bd%8d%e3%80%8c%e3%83%88%e3%83%bc%e3%82%af%e3%83%b3%e3%80%8d%e3%81%a8%e3%81%af%ef%bc%9f-%e8%a8%88%e7%ae%97%e3%81%97%e3%81%a6","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957","title":{"rendered":"ChatGPT\u3084Azure OpenAI Service\u306e\u8ab2\u91d1\u5358\u4f4d\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\uff1f \u8a08\u7b97\u3057\u3066\u307f\u3088\u3046 #ai"},"content":{"rendered":"\n<p>2024\u5e744\u6708\u73fe\u5728\u3001ChatGPT\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308b<a href=\"https:\/\/openai.com\/pricing\" target=\"_blank\" rel=\"noreferrer noopener\">GPT-4<\/a>\u3092API\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306e\u4fa1\u683c\u306f\u5165\u529b\u304c 30USD\/1M\u30c8\u30fc\u30af\u30f3\u3001\u51fa\u529b\u304c 60USD\/1M\u30c8\u30fc\u30af\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001Azure OpenAI Service\u3067<a href=\"https:\/\/azure.microsoft.com\/ja-jp\/pricing\/details\/cognitive-services\/openai-service\/\" target=\"_blank\" rel=\"noreferrer noopener\">GPT-4<\/a>\u3092API\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306e\u4fa1\u683c\u306f\u5165\u529b\u304c 0.03USD\/1,000\u30c8\u30fc\u30af\u30f3\u3001\u51fa\u529b\u304c 0.06USD\/1,000\u30c8\u30fc\u30af\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u30021USD=150JPY\u3067\u8a08\u7b97\u3059\u308b\u3068\u4e21\u8005\u3068\u3082\u306b\u30011\u4e07\u30c8\u30fc\u30af\u30f3\u5165\u529b\u306745\u5186\u30011\u4e07\u30c8\u30fc\u30af\u30f3\u51fa\u529b\u306790\u5186\u306e\u3088\u3046\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306bGPT-4\u3092API\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u5165\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u5206\u306e\u5f93\u91cf\u8ab2\u91d1\u5236\u3068\u306a\u3063\u3066\u3044\u307e\u3059\uff08\u306a\u304a\u3001ChatGPT\u306e\u6709\u6599\u7248\u306f2024\u5e744\u6708\u73fe\u5728\u3001<a href=\"https:\/\/openai.com\/chatgpt\/pricing\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u6708\u984d\u5b9a\u984d\u5236<\/a>\u3067\u3059\uff09\u3002<\/p>\n\n\n\n<p>\u3067\u306f\u3001\u3053\u306e\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\u4f55\u3067\u3057\u3087\u3046\u304b\uff1f \u30c8\u30fc\u30af\u30f3\u304c\u4f55\u304b\u308f\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u4e88\u7b97\u3084\u8cbb\u7528\u306e\u4e88\u6e2c\u304c\u3064\u304d\u307e\u305b\u3093\u3057\u3001\u6599\u91d1\u4f53\u7cfb\u304c\u59a5\u5f53\u306a\u306e\u304b\u3082\u308f\u304b\u308a\u307e\u305b\u3093\u3002\u65e9\u901f\u8abf\u3079\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">OpenAI\u306e\u300c\u30c8\u30fc\u30af\u30f3\u3063\u3066\u4f55\uff1f\u300d<\/h2>\n\n\n\n<p><a href=\"https:\/\/openai.com\/pricing#faq\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI\u306eFAQ<\/a>\u306b\u300cWhat's a token?\u300d\u3068\u3044\u3046\u305d\u306e\u3082\u306e\u30ba\u30d0\u30ea\u306aQ&amp;A\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>You can think of tokens as pieces of words used for natural language processing. For English text, 1 token is approximately 4 characters or 0.75 words. As a point of reference, the collected works of Shakespeare are about 900,000 words or 1.2M tokens.<\/p>\n\n\n\n<p>To learn more about how tokens work and estimate your usage\u2026<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Experiment with our interactive <a href=\"https:\/\/beta.openai.com\/tokenizer\" target=\"_blank\" rel=\"noreferrer noopener\">Tokenizer tool<\/a>.<\/li>\n\n\n\n<li>Log in to your account and enter text into the Playground. The counter in the footer will display how many tokens are in your text.<\/li>\n<\/ul>\n<\/blockquote>\n\n\n\n<p>\u3053\u308c\u3092\u548c\u8a33\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u4f7f\u308f\u308c\u308b\u5358\u8a9e\u306e\u4e00\u90e8\u3068\u8003\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u82f1\u6587\u3067\u3042\u308c\u3070\u30011\u30c8\u30fc\u30af\u30f3\u306f\u304a\u3088\u305d4\u6587\u5b57\u307e\u305f\u306f0.75\u5358\u8a9e\u3067\u3042\u308b\u3002\u53c2\u8003: \u30b7\u30a7\u30a4\u30af\u30b9\u30d4\u30a2\u306e\u5168\u4f5c\u54c1\u306f90\u4e07\u5358\u8a9e\u304b120\u4e07\u30c8\u30fc\u30af\u30f3\u3067\u3042\u308b\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u3069\u3046\u3084\u3089\u30c8\u30fc\u30af\u30f3\u306f\u53b3\u5bc6\u306a1\u5358\u8a9e\u3067\u306f\u306a\u304f\u3001\u6587\u5b57\u6570\u3067\u8a08\u7b97\u3055\u308c\u308b\u3088\u3046\u3067\u3059\u3002\u30b7\u30a7\u30a4\u30af\u30b9\u30d4\u30a2\u3092\u4f8b\u306b\u53d6\u308b\u3068\u3001\u82f1\u5358\u8a9e\u6570\u306e\u7d041.3\u500d\u304c\u30c8\u30fc\u30af\u30f3\u6570\u3068\u306a\u308b\u3088\u3046\u3067\u3059\u3002\u30b7\u30a7\u30a4\u30af\u30b9\u30d4\u30a2\u5168\u96c6\u3092GPT-4\u306b\u5165\u529b\u3059\u308b\u3068\u300136USD=5400JPY(1\u30c9\u30eb150\u5186\u8a08\u7b97)\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u7b46\u8005\u306f\u30b7\u30a7\u30a4\u30af\u30b9\u30d4\u30a2\u3092\u5168\u90e8\u8aad\u3093\u3060\u3053\u3068\u304c\u306a\u3044\u306e\u3067\u30d4\u30f3\u3068\u6765\u307e\u305b\u3093\u304c\u3001\u304a\u304a\u3056\u3063\u3071\u306b\u300c\u82f1\u5358\u8a9e\u6570\u306e\u7d041.3\u500d\u304c\u30c8\u30fc\u30af\u30f3\u6570\u300d\u3068\u8003\u3048\u3066\u304a\u3051\u3070\u3001\u304a\u304a\u3088\u305d\u306e\u4fa1\u683c\u611f\u304c\u3064\u304b\u3081\u308b\u306e\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u5f15\u304d\u7d9a\u304d\u548c\u8a33\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u3055\u3089\u306b\u30c8\u30fc\u30af\u30f3\u306e\u4ed5\u7d44\u307f\u3068\u4f7f\u7528\u91cf\u3092\u5b66\u3076\u306b\u306f\u2026<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a <a href=\"https:\/\/beta.openai.com\/tokenizer\" target=\"_blank\" rel=\"noreferrer noopener\">\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u30c4\u30fc\u30eb<\/a> \u3092\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n\n<li>\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3001\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u306b\u6587\u7ae0\u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30d5\u30c3\u30bf\u30fc\u306e\u30ab\u30a6\u30f3\u30bf\u306b\u3001\u6587\u7ae0\u5185\u306e\u30c8\u30fc\u30af\u30f3\u6570\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/blockquote>\n\n\n\n<p>\u300c\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u30c4\u30fc\u30eb\u300d\u3092\u5229\u7528\u3059\u308b\u3068\u3001\u6587\u7ae0\u306e\u30c8\u30fc\u30af\u30f3\u6570\u3092\u8abf\u3079\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u3067\u3059\u3002\u6b21\u9805\u3067\u306f\u3053\u306e\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002\u306a\u304a\u3001\u672c\u7a3f\u3067\u306f\u300c\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u300d\u306f\u5272\u611b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">OpenAI\u306e\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc<\/h2>\n\n\n\n<p><a href=\"https:\/\/platform.openai.com\/tokenizer\" target=\"_blank\" rel=\"noreferrer noopener\">Tokenizer<\/a> \u3067\u306f\u3001\u5165\u529b\u3057\u305f\u6587\u7ae0\u3092\u30c8\u30fc\u30af\u30f3\u5316\u3057\u3066\u53ef\u8996\u5316\u3057\u3001\u3055\u3089\u306b\u542b\u307e\u308c\u308b\u30c8\u30fc\u30af\u30f3\u306e\u6570\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>FAQ\u306b\u3042\u3063\u305f\u3088\u3046\u306b\u30b7\u30a7\u30a4\u30af\u30b9\u30d4\u30a2\u306e\u4f5c\u54c1\u3092\u5165\u529b\u3057\u3088\u3046\u3068\u601d\u3044\u307e\u3057\u305f\u304c\u3001\u3053\u3053\u3067\u306f<a href=\"https:\/\/ja.wikipedia.org\/wiki\/%E3%82%AA%E3%83%BC%E3%83%BB%E3%83%98%E3%83%B3%E3%83%AA%E3%83%BC\" target=\"_blank\" rel=\"noreferrer noopener\">\u30aa\u30fc\u30fb\u30d8\u30f3\u30ea\u30fc<\/a>\u306e\u77ed\u7de8\u300c\u8ce2\u8005\u306e\u8d08\u308a\u7269 (\u539f\u984c: The Gift of the Magi)\u300d\u3092\u4f7f\u3046\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002\u539f\u6587\u306f<a href=\"https:\/\/www.gutenberg.org\/ebooks\/7256\" target=\"_blank\" rel=\"noreferrer noopener\">The Project Gutenberg<\/a> \u304b\u3089\u9802\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"771\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-en-1024x771.png\" alt=\"\" class=\"wp-image-71958\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-en-1024x771.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-en-360x271.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-en-768x578.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-en.png 1298w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u300c\u8ce2\u8005\u306e\u8d08\u308a\u7269\u300d\u306f 2,598\u30c8\u30fc\u30af\u30f3(11,166\u6587\u5b57)\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u306a\u304a\u3001\u5225\u306b\u5358\u8a9e\u6570\u3092\u6570\u3048\u3066\u307f\u308b\u30682,057\u8a9e\u306e\u3088\u3046\u3067\u3001\u30c8\u30fc\u30af\u30f3\u6570\u306f\u304a\u304a\u3088\u305d1.27\u500d\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u4e0b\u3092\u898b\u308b\u3068\u3001\u3069\u306e\u3088\u3046\u306b\u30c8\u30fc\u30af\u30f3\u306b\u5206\u5272\u3055\u308c\u305f\u304b\u8272\u5206\u3051\u3066\u53ef\u8996\u5316\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u30021\u5358\u8a9e1\u30c8\u30fc\u30af\u30f3\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3068\u601d\u3044\u304d\u3084\u300cpennies\u300d\u306f\u300cpenn\u300d\u3068\u300cies\u300d\u306e2\u30c8\u30fc\u30af\u30f3\u306b\u3001\u300cbulldozing (\u7121\u7406\u5f37\u3044)\u300d\u306f\u300cbulld\u300d\u300coz\u300d\u300cing\u300d\u306e3\u30c8\u30fc\u30af\u30f3\u306b\u5206\u5272\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3066\u3001\u65e5\u672c\u8a9e\u306e\u6587\u7ae0\u3060\u3068\u3069\u3046\u306a\u308b\u3067\u3057\u3087\u3046\u304b\uff1f \u540c\u3058\u304f\u30aa\u30fc\u30fb\u30d8\u30f3\u30ea\u30fc\u306e\u77ed\u7de8\u300c\u8ce2\u8005\u306e\u8d08\u308a\u7269\u300d\u3092\u4f7f\u3044\u307e\u3057\u3087\u3046\u3002\u7ffb\u8a33\u6587\u306f<a href=\"https:\/\/www.hyuki.com\/trans\/magi.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u6749\u7530\u7384\u767d<\/a> (Copyright (C) 1999 Hiroshi Yuki \uff08\u7d50\u57ce \u6d69\uff09)\u304b\u3089\u9802\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"695\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-ja-1024x695.png\" alt=\"\" class=\"wp-image-71959\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-ja-1024x695.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-ja-360x244.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-ja-768x522.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-ja.png 1284w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u65e5\u672c\u8a9e\u306e\u300c\u8ce2\u8005\u306e\u8d08\u308a\u7269\u300d\u306f6,335\u30c8\u30fc\u30af\u30f3\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u7279\u7b46\u3059\u3079\u304d\u306f\u6587\u5b57\u6570\u3067\u30016,215\u6587\u5b57\u3068\u306a\u3063\u3066\u3044\u308b\u3068\u3053\u308d\u3067\u3059\u3002\u82f1\u8a9e\u3067\u306f\u6587\u5b57\u6570\u3088\u308a\u30c8\u30fc\u30af\u30f3\u6570\u304c\u5727\u5012\u7684\u306b\u5c0f\u3055\u304f\u306a\u308a\u307e\u3057\u305f\u304c\u3001\u65e5\u672c\u8a9e\u3067\u306f\u6587\u5b57\u6570\u3068\u30c8\u30fc\u30af\u30f3\u6570\u304c\u307b\u307c\u7b49\u3057\u3044\u3069\u3053\u308d\u304b\u3001\u30c8\u30fc\u30af\u30f3\u6570\u306e\u307b\u3046\u304c\u5897\u3048\u3066\u3057\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c8\u30fc\u30af\u30f3\u5206\u5272\u306e\u53ef\u8996\u5316\u8868\u793a\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u3071\u3063\u3068\u898b\u305f\u3060\u3051\u3067\u3082\u3068\u3066\u3082\u30ab\u30e9\u30d5\u30eb\u3067\u3001\u3069\u3046\u3084\u3089\u307b\u3068\u3093\u30691\u6587\u5b57\u304c1\u30c8\u30fc\u30af\u30f3\u306b\u306a\u3063\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u300c\u5c0f\u92ad\u300d\u306e\u300c\u92ad\u300d\u306f3\u30c8\u30fc\u30af\u30f3\u306b\u7d30\u5207\u308c\u306b\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u307e\u3059\u3002UTF-8\u3067\u306f\u6f22\u5b57\u3092\u8868\u3059\u306e\u306b3\u30d0\u30a4\u30c8\u5fc5\u8981\u306a\u305f\u3081\u3001\u304a\u305d\u3089\u304f1\u30d0\u30a4\u30c8\u306b\u3064\u304d1\u30c8\u30fc\u30af\u30f3\u3068\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">tiktoken\u3068\u306f<\/h2>\n\n\n\n<p>\u65e5\u672c\u8a9e\u3067\u306f1\u6587\u5b57\u304c1\u301c3\u30c8\u30fc\u30af\u30f3\u306b\u306a\u308b\u3089\u3057\u3044\u3068\u4e88\u60f3\u3067\u304d\u307e\u3057\u305f\u304c\u3001\u53b3\u5bc6\u306b\u8a08\u7b97\u3059\u308b\u305f\u3081\u306b\u6bce\u56de <a href=\"https:\/\/platform.openai.com\/tokenizer\" target=\"_blank\" rel=\"noreferrer noopener\">Tokenizer<\/a> \u306b\u30b3\u30d4\u30fc&amp;\u30da\u30fc\u30b9\u30c8\u3059\u308b\u306e\u3082\u3044\u304b\u304c\u306a\u3082\u306e\u304b\u3068\u601d\u3044\u307e\u3059\u3002\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u306e\u30da\u30fc\u30b8\u306e\u4e0b\u306e\u307b\u3046\u3092\u898b\u308b\u3068\u3001\u6b21\u306e\u6587\u304c\u3042\u308b\u3053\u3068\u306b\u6c17\u304c\u3064\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>If you need a programmatic interface for tokenizing text, check out our <a href=\"https:\/\/github.com\/openai\/tiktoken\" target=\"_blank\" rel=\"noreferrer noopener\">tiktoken<\/a> package for Python. For JavaScript, the community-supported <a href=\"https:\/\/www.npmjs.com\/package\/tiktoken\" target=\"_blank\" rel=\"noreferrer noopener\">@dbdq\/tiktoken<\/a> package works with most GPT models.<\/p>\n<\/blockquote>\n\n\n\n<p>\u3053\u306e\u30c8\u30fc\u30af\u30f3\u5316\u3092\u884c\u3046\u305f\u3081\u306e <a href=\"https:\/\/github.com\/openai\/tiktoken\" target=\"_blank\" rel=\"noreferrer noopener\">tiktoken<\/a> \u3068\u3044\u3046 Python \u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3042\u308b\u3088\u3046\u3067\u3059\u3002\u67d0\u30b7\u30e7\u30fc\u30c8\u52d5\u753bSNS\u3068\u305d\u3063\u304f\u308a\u306a\u540d\u524d\u3067\u3059\u304c\u3001\u307e\u3063\u305f\u304f\u95a2\u4fc2\u306a\u3044\u3088\u3046\u3067\u3059\u2026\u3002\u3053\u3061\u3089\u3092\u898b\u3066\u307f\u308b\u3068\u3001<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>tiktoken is a fast <a href=\"https:\/\/en.wikipedia.org\/wiki\/Byte_pair_encoding\" target=\"_blank\" rel=\"noreferrer noopener\">BPE<\/a> tokeniser for use with OpenAI's models.<\/p>\n<\/blockquote>\n\n\n\n<p>\u3068\u3042\u308a\u307e\u3059\u3002\u3069\u3046\u3084\u3089 <a href=\"https:\/\/ja.wikipedia.org\/wiki\/%E3%83%90%E3%82%A4%E3%83%88%E5%AF%BE%E7%AC%A6%E5%8F%B7%E5%8C%96\" target=\"_blank\" rel=\"noreferrer noopener\">\u30d0\u30a4\u30c8\u5bfe\u7b26\u53f7\u5316<\/a> \u3068\u3044\u3046\u65b9\u6cd5\u3067\u30c8\u30fc\u30af\u30f3\u5316\u3092\u884c\u3063\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u983b\u51fa\u3059\u308b\u30d0\u30a4\u30c8\u5217\u3068\u30c8\u30fc\u30af\u30f3\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3069\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f tiktoken \u3067\u306f\u3001\u3053\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u3053\u3068\u3092\u300c\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u300d\u3068\u547c\u3093\u3067\u3044\u308b\u3088\u3046\u3067\u3059\u3002\u5404\u30e2\u30c7\u30eb\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306f <a href=\"https:\/\/github.com\/openai\/tiktoken\/blob\/0.6.0\/tiktoken\/model.py\" target=\"_blank\" rel=\"noreferrer noopener\">tiktoken\/model.py<\/a> \u30d5\u30a1\u30a4\u30eb\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u3059\u3002GPT-4 \u3067\u306f\u300ccl100k_base\u300d\u3068\u3044\u3046\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u4f7f\u3063\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002\u4ed6\u306b\u306f\u300cr50k_base\u300d\u3084\u300cp50k_base\u300d\u306a\u3069\u304c\u3042\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30e9\u30a4\u30d6\u30e9\u30ea\u5185\u306b\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u81ea\u4f53\u306f\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u3002<a href=\"https:\/\/github.com\/openai\/tiktoken\/blob\/0.6.0\/tiktoken_ext\/openai_public.py\" target=\"_blank\" rel=\"noreferrer noopener\">tiktoken_ext\/openai_public.py<\/a> \u30d5\u30a1\u30a4\u30eb\u3092\u898b\u308b\u3068\u3001\u3069\u3046\u3084\u3089 <a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/storage\/blobs\/storage-blobs-introduction\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Blob Storage<\/a> \u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3044\u308b\u6a21\u69d8\u3067\u3059\u3002<\/p>\n\n\n\n<p>GPT-4\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b cl100k_base \u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u969b\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u4e2d\u8eab\u306f\u5358\u306a\u308b\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"raw\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">IQ== 0\nIg== 1\nIw== 2\nJA== 3\nJQ== 4\nJg== 5\nJw== 6\nKA== 7\nKQ== 8\nKg== 9\n(\u4e2d\u7565)\nIHLDqXN1bHRhdHM= 100246\nIG1vZGVu 100247\nIEljZWxhbmRpYw== 100248\nO2Q= 100249\nLmFsbG93ZWQ= 100250\nKG5ld1VzZXI= 100251\nIG1lcmNpbGVzcw== 100252\nLldhaXRGb3I= 100253\nIGRheWNhcmU= 100254\nIENvbnZleW9y 100255<\/pre>\n\n\n\n<p>\u3069\u3046\u3082\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u540d\u306e cl100k_base \u306e\u300c100k\u300d\u3068\u306f\u3001\u30c8\u30fc\u30af\u30f3\u6570\u304c\u7d0410\u4e07\u3067\u3042\u308b\u3001\u3068\u3044\u3046\u610f\u5473\u306e\u3088\u3046\u3067\u3059\u3002\u672c\u7a3f\u3067\u306f\u53d6\u308a\u4e0a\u3052\u307e\u305b\u3093\u304c\u300cr50k_base\u300d\u3084\u300cp50k_base\u300d\u306e 50k \u306f\u7d045\u4e07\u3092\u793a\u3057\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002\u306a\u304a\u3001\u300ccl\u300d\u300cr\u300d\u300cp\u300d\u304c\u4f55\u3092\u610f\u5473\u3057\u3066\u3044\u308b\u306e\u304b\u306f\u308f\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p>cl100k_base \u306e\u4e2d\u8eab\u3092\u3055\u3089\u306b\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u30d5\u30a1\u30a4\u30eb\u5148\u982d\u306e\u300cIQ== 0\u300d\u304b\u3089\u306e\u4e26\u3073\u304b\u3089\u3059\u308b\u3068\u300cIQ\u300d\u306e\u30c8\u30fc\u30af\u30f3\u304c\u300c0\u300d\u3067\u3042\u308b\u3001\u3068\u3044\u3046\u30a4\u30b3\u30fc\u30eb\u306e\u610f\u5473\u3092\u53d6\u3063\u3066\u3057\u307e\u3044\u305d\u3046\u3067\u3059\u304c\u3001\u30d5\u30a1\u30a4\u30eb\u672b\u5c3e\u306e\u307b\u3046\u3092\u898b\u308b\u3068\u5fc5\u305a\u3057\u3082\u30a4\u30b3\u30fc\u30eb\u3092\u542b\u3093\u3067\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3088\u3046\u3067\u3059\u3002\u3068\u3044\u3046\u3053\u3068\u306f\u2026\u3053\u308c\u306f <a href=\"https:\/\/ja.wikipedia.org\/wiki\/Base64\" target=\"_blank\" rel=\"noreferrer noopener\">Base64<\/a> \u3067\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3055\u308c\u305f\u30d0\u30a4\u30c8\u5217\u3068\u4e88\u60f3\u3067\u304d\u307e\u3059\uff01 \u300cIENvbnZleW9y\u300d\u3092\u30c7\u30b3\u30fc\u30c9\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">% python3 -c 'import base64; print(base64.b64decode(\"IENvbnZleW9y\"))'\nb' Conveyor'\n%<\/pre>\n\n\n\n<p>\u82f1\u5358\u8a9e\u304c\u51fa\u3066\u304d\u307e\u3057\u305f\uff01 \u3069\u3046\u3084\u3089tiktoken\u3067cl100k_base\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u4f7f\u3063\u3066\u30c8\u30fc\u30af\u30f3\u5316\u3059\u308b\u3068\u3001\u300c Conveyor\u300d(\u6ce8:\u5148\u982d\u306b\u30b9\u30da\u30fc\u30b9\u3092\u542b\u3080)\u306f100255\u306b\u306a\u308b\u306e\u3067\u3057\u3087\u3046\u3002\u3053\u306ecl100k_base\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u4e2d\u306b\u65e5\u672c\u8a9e\u306e\u5358\u8a9e\u306f\u304a\u305d\u3089\u304f\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u3042\u306e\u3088\u3046\u306b\u7d30\u5207\u308c\u306b\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u3002\u306a\u304a\u3001cl100k_base\u304c\u305d\u3082\u305d\u3082\u3069\u3046\u3044\u3046\u7406\u8ad6\u3067\u751f\u6210\u3055\u308c\u305f\u3082\u306e\u306a\u306e\u304b\u306f\u308f\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">tiktoken\u3092\u4f7f\u3063\u3066\u307f\u3088\u3046<\/h2>\n\n\n\n<p>tiktoken\u306e\u7406\u5c48\u306f\u306a\u3093\u3068\u306a\u304f\u308f\u304b\u3063\u3066\u304d\u305f\u306e\u3067\u3001\u5b9f\u969b\u306btiktoken\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u5358\u7d14\u306b Python \u306e\u30ef\u30f3\u30e9\u30a4\u30ca\u30fc\u3067\u5b9f\u884c\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">% python3 -c 'import tiktoken; enc = tiktoken.get_encoding(\"cl100k_base\"); print( enc.encode(\" Conveyor\"))'\n[100255]\n%<\/pre>\n\n\n\n<p>\u300c Conveyor\u300d(\u6ce8:\u5148\u982d\u306b\u30b9\u30da\u30fc\u30b9\u3092\u542b\u3080)\u306f\u78ba\u304b\u306b100255\u306b\u30c8\u30fc\u30af\u30f3\u5316\u3055\u308c\u307e\u3057\u305f\u3002\u300c\u8ce2\u8005\u306e\u8d08\u308a\u7269\u300d\u306e\u5192\u982d1\u6587\u76ee\u3092\u30c8\u30fc\u30af\u30f3\u5316\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">% python3 -c 'import tiktoken; enc = tiktoken.get_encoding(\"cl100k_base\"); print( enc.encode(\"One dollar and eighty-seven cents.\"))'\n[4054, 18160, 323, 80679, 79125, 31291, 13]\n%<\/pre>\n\n\n\n<p><a href=\"https:\/\/platform.openai.com\/tokenizer\" target=\"_blank\" rel=\"noreferrer noopener\">Tokenizer<\/a> \u306b\u5165\u529b\u3057\u305f\u969b\u3082\u3053\u306e\u6587\u306f7\u30c8\u30fc\u30af\u30f3\u306b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002tiktoken\u3067\u3082\u540c\u3058\u304f7\u30c8\u30fc\u30af\u30f3\u306b\u306a\u3063\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002\u65e5\u672c\u8a9e\u6587\u3060\u3068\u3069\u3046\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">% python3 -c 'import tiktoken; enc = tiktoken.get_encoding(\"cl100k_base\"); print( enc.encode(\"\uff11\u30c9\u30eb\uff18\uff17\u30bb\u30f3\u30c8\u3002\"))'\n[20713, 45923, 33710, 66115, 66224, 64810, 52414, 1811]\n%<\/pre>\n\n\n\n<p>8\u30c8\u30fc\u30af\u30f3\u3068\u3001<a href=\"https:\/\/platform.openai.com\/tokenizer\" target=\"_blank\" rel=\"noreferrer noopener\">Tokenizer<\/a> \u3068\u540c\u3058\u7d50\u679c\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3068\u3053\u308d\u3067\u3088\u304f\u898b\u308b\u3068\u300c\u30bb\u30f3\u30c8\u300d\u306f\u300c\u30bb\u300d\u300c\u30f3\u300d\u300c\u30c8\u300d\u3067\u306f\u306a\u304f\u300c\u30bb\u300d\u300c\u30f3\u30c8\u300d\u306b\u306a\u3063\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u30027\u30c8\u30fc\u30af\u30f3\u76ee\u306e\u300c52414\u300d\u304c\u300c\u30f3\u30c8\u300d\u306e\u3088\u3046\u3067\u3059\u3002cl100k_base\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30d5\u30a1\u30a4\u30eb\u306e52414\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"raw\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">44Oz44OI 52414<\/pre>\n\n\n\n<p>\u300c44Oz44OI\u300d\u3092Base64\u30c7\u30b3\u30fc\u30c9\u3059\u308b\u3068\u2026\uff1f<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">% python3 -c 'import base64; print(base64.b64decode(\"44Oz44OI\"))'\nb'\\xe3\\x83\\xb3\\xe3\\x83\\x88'\n% python3 -c 'import base64; print(base64.b64decode(\"44Oz44OI\").decode(\"utf-8\"))'\n\u30f3\u30c8\n%<\/pre>\n\n\n\n<p>\u300c\u30f3\u30c8\u300d\u304c\u51fa\u3066\u304d\u307e\u3057\u305f\uff01 \u300c\u30bb\u30f3\u30c8\u300d\u304c\u300c\u30bb\u300d\u300c\u30f3\u30c8\u300d\u306e\u3088\u3046\u306b\u30c8\u30fc\u30af\u30f3\u5316\u3055\u308c\u305f\u306e\u306f\u3001\u300c\u30f3\u30c8\u300d\u304ccl100k_base\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u542b\u307e\u308c\u3066\u3044\u305f\u304b\u3089\u3068\u3044\u3046\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u524d\u8ff0\u306e\u901a\u308acl100k_base\u304c\u3069\u3046\u3044\u3046\u7406\u5c48\u3067\u751f\u6210\u3055\u308c\u305f\u306e\u304b\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u305f\u3081\u3001\u300c\u30f3\u30c8\u300d\u304c\u542b\u307e\u308c\u3066\u3044\u305f\u3053\u3068\u306e\u7406\u7531\u3082\u307e\u305f\u4e0d\u660e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3068\u3082\u304b\u304f\u3001tiktoken\u3092\u4f7f\u3048\u3070GPT-4\u306b\u6587\u7ae0\u3092\u5165\u529b\u3059\u308b\u524d\u306b\u3001\u305d\u306e\u6587\u7ae0\u304c\u4f55\u30c8\u30fc\u30af\u30f3\u3042\u308b\u306e\u304b\u3092\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u305d\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u672c\u7a3f\u3067\u306fChatGPT\u3084Azure OpenAI Service\u304c\u5229\u7528\u3059\u308bGPT-4\u3067\u6271\u3063\u3066\u3044\u308b\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\u4f55\u304b\u306b\u3064\u3044\u3066\u8abf\u3079\u3066\u307f\u307e\u3057\u305f\u3002\u30c8\u30fc\u30af\u30f3\u3068\u306f\u30d0\u30a4\u30c8\u5bfe\u7b26\u53f7\u5316\u306b\u3088\u308a\u5206\u5272\u3057\u305f\u4e00\u5358\u4f4d\u3067\u3042\u308a\u3001\u898f\u5247\u306b\u57fa\u3044\u3066\u30c8\u30fc\u30af\u30f3\u5316\u3092\u884c\u3063\u3066\u3044\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u30c8\u30fc\u30af\u30f3\u5316\u306e\u898f\u5247\u3067\u3042\u308b\u300ccl100k_base\u300d\u3084\u30e9\u30a4\u30d6\u30e9\u30ea\u306etiktoken\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u3053\u308c\u3089\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u5165\u529b\u3059\u308b\u524d\u306b\u304a\u304a\u3088\u305d\u306e\u30c8\u30fc\u30af\u30f3\u6570\u3092\u77e5\u308b\u3053\u3068\u30fb\u5229\u7528\u6599\u91d1\u306e\u4e88\u6e2c\u3092\u7acb\u3066\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001\u6b21\u306e\u70b9\u304c\u6c17\u306b\u306a\u308a\u307e\u3059:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e8b\u524d\u306b\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u306f\u3042\u304f\u307e\u3067\u3082\u300c\u5165\u529b\u300d\u30c8\u30fc\u30af\u30f3\u6570\u3067\u3042\u308b\u3002\n<ul class=\"wp-block-list\">\n<li>\u3069\u308c\u3060\u3051\u306e\u30c8\u30fc\u30af\u30f3\u6570\u304c\u300c\u51fa\u529b\u300d\u3055\u308c\u308b\u304b\u306f\u308f\u304b\u3089\u306a\u3044\u305f\u3081\u3001\u7d50\u5c40\u3069\u308c\u3060\u3051\u306e\u6599\u91d1\u304c\u304b\u304b\u308b\u304b\u6b63\u78ba\u306a\u5024\u306f\u4e0d\u660e\u3067\u3042\u308b\u3002<\/li>\n\n\n\n<li>\u51fa\u529b\u306e\u307b\u3046\u304c\u30c8\u30fc\u30af\u30f3\u5f53\u305f\u308a\u306e\u8cbb\u7528\u304c\u9ad8\u3044\u3053\u3068\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u5b9f\u969b\u306btiktoken\u3084cl100k_base\u3092\u4f7f\u3063\u3066\u3044\u308b\u306e\u304b\u4e0d\u660e\u3067\u3042\u308b\u3002\n<ul class=\"wp-block-list\">\n<li>\u672c\u7a3f\u3067\u78ba\u8a8d\u3057\u305f\u9650\u308a\u4e00\u81f4\u3057\u3066\u3044\u308b\u3088\u3046\u3060\u304c\u3001\u30b5\u30f3\u30d7\u30eb\u6570\u306f\u5c11\u306a\u3044\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30d7\u30e9\u30a4\u30a8\u30bf\u30ea\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308b\u306e\u3067\u3001\u6700\u7d42\u7684\u306b\u306f\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u8005\u3092\u4fe1\u7528\u3059\u308b\u3057\u304b\u306a\u3044\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u30c8\u30fc\u30af\u30f3\u306b\u304b\u304b\u308b\u30b3\u30b9\u30c8\u304c\u81a8\u5927\u306b\u306a\u308b\u5834\u5408\u3001\u3082\u3057\u304b\u3059\u308b\u3068\u30ed\u30fc\u30ab\u30ebLLM\u3068\u3044\u3046\u9078\u629e\u80a2\u3082\u4e00\u8003\u306e\u4f59\u5730\u306f\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u30ed\u30fc\u30ab\u30ebLLM\u306e\u610f\u7fa9\u306b\u95a2\u3057\u3066\u306f\u300c<a href=\"\/tech-blog\/71494\" target=\"_blank\" rel=\"noreferrer noopener\">\u304a\u3046\u3061\u3067ChatGPT\u3084\u3063\u3066\u307f\u305f\u3044\uff01 \u30ed\u30fc\u30ab\u30ebLLM(\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb)\u306f\u3069\u3053\u307e\u3067\u3067\u304d\u308b\u304b\uff1f<\/a>\u300d\u3082\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u3067\u306f\u4eca\u5f8c\u3082\u751f\u6210AI\u306b\u95a2\u3059\u308b\u8abf\u67fb\u3084\u60c5\u5831\u767a\u4fe1\u3092\u7d9a\u3051\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"contact_line\">\n<p class=\"pick_catch\">\u751f\u6210AI\u306b\u3064\u3044\u3066\u8208\u5473\u95a2\u5fc3\u304c\u3042\u308a\u3001<br>\u3054\u76f8\u8ac7\u304c\u3042\u308c\u3070\u4ee5\u4e0b\u3088\u308a\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044<\/p>\n<!--code-->\n<div class=\"hs-cta-embed hs-cta-simple-placeholder hs-cta-embed-149525606304\"\n  style=\"max-width:100%; max-height:100%; width:470px;height:94.796875px\" data-hubspot-wrapper-cta-id=\"149525606304\">\n  <a href=\"https:\/\/cta-service-cms2.hubspot.com\/web-interactives\/public\/v1\/track\/redirect?encryptedPayload=AVxigLJwUcj0c2LaHo8BA7Y4SSp9dImALmMrEH9WcHxVQOxklIz2n8EElB9SSxNh8p5pt25skeCgBTkeJ%2FXxr2dHG7qJiYHLLxSFaKb24R%2B%2FWbM2F23TKNj46fJYq00f0Cv9Y2Z%2Fp1Fa3hAgX6IYpe6R4aFot0Xrc1xvYSykgiL%2FibdCi1necZRxNQ%3D%3D&webInteractiveContentId=149525606304&portalId=6168413\" target=\"_blank\" rel=\"noopener\" crossorigin=\"anonymous\">\n    <img decoding=\"async\" alt=\"&#12372;&#30456;&#35527;&#12399;&#12371;&#12385;&#12425;&#12363;&#12425; &rarr;\" loading=\"lazy\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/6168413\/interactive-149525606304.png\" style=\"height: 100%; width: 100%; object-fit: fill\"\n      onerror=\"this.style.display='none'\" \/>\n  <\/a>\n<\/div>\n\n<!--end code-->\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>2024\u5e744\u6708\u73fe\u5728\u3001ChatGPT\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308bGPT-4\u3092API\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306e\u4fa1\u683c\u306f\u5165\u529b\u304c 30USD\/1M\u30c8\u30fc\u30af\u30f3\u3001\u51fa\u529b\u304c 60USD\/1M\u30c8\u30fc\u30af\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001Azure OpenAI Service\u3067 [&#8230;]<\/p>\n","protected":false},"author":2,"featured_media":71959,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[779,817,31,1004],"tags":[],"class_list":["post-71957","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-chatgpt-ai","category-higuchi","category-llm"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ChatGPT\u3084Azure OpenAI Service\u306e\u8ab2\u91d1\u5358\u4f4d\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\uff1f \u8a08\u7b97\u3057\u3066\u307f\u3088\u3046 #ai - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta name=\"description\" content=\"AI, ChatGPT\uff06AI, d-higuchi, LLM |2024\u5e744\u6708\u73fe\u5728\u3001ChatGPT\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308bGPT-4\u3092API\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306e\u4fa1\u683c\u306f\u5165\u529b\u304c 30USD\/1M\u30c8\u30fc\u30af\u30f3\u3001\u51fa\u529b\u304c\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ChatGPT\u3084Azure OpenAI Service\u306e\u8ab2\u91d1\u5358\u4f4d\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\uff1f \u8a08\u7b97\u3057\u3066\u307f\u3088\u3046 #ai - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\" \/>\n<meta property=\"og:description\" content=\"AI, ChatGPT\uff06AI, d-higuchi, LLM |2024\u5e744\u6708\u73fe\u5728\u3001ChatGPT\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308bGPT-4\u3092API\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306e\u4fa1\u683c\u306f\u5165\u529b\u304c 30USD\/1M\u30c8\u30fc\u30af\u30f3\u3001\u51fa\u529b\u304c\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957\" \/>\n<meta property=\"og:site_name\" content=\"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/creationline\" \/>\n<meta property=\"article:published_time\" content=\"2024-05-10T04:30:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-ja.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1284\" \/>\n\t<meta property=\"og:image:height\" content=\"872\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Daisuke Higuchi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@creationline\" \/>\n<meta name=\"twitter:site\" content=\"@creationline\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Daisuke Higuchi\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\\\/ai\\\/71957#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\\\/ai\\\/71957\"},\"author\":{\"name\":\"Daisuke Higuchi\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#\\\/schema\\\/person\\\/16f1373831fb6fd17387f16ae1195206\"},\"headline\":\"ChatGPT\u3084Azure OpenAI Service\u306e\u8ab2\u91d1\u5358\u4f4d\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\uff1f \u8a08\u7b97\u3057\u3066\u307f\u3088\u3046 #ai\",\"datePublished\":\"2024-05-10T04:30:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\\\/ai\\\/71957\"},\"wordCount\":286,\"image\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\\\/ai\\\/71957#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/the-gift-of-the-magi-ja.png\",\"articleSection\":[\"AI\",\"ChatGPT\uff06AI\",\"d-higuchi\",\"LLM\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\\\/ai\\\/71957\",\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\\\/ai\\\/71957\",\"name\":\"ChatGPT\u3084Azure OpenAI Service\u306e\u8ab2\u91d1\u5358\u4f4d\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\uff1f \u8a08\u7b97\u3057\u3066\u307f\u3088\u3046 #ai - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\\\/ai\\\/71957#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\\\/ai\\\/71957#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/the-gift-of-the-magi-ja.png\",\"datePublished\":\"2024-05-10T04:30:00+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#\\\/schema\\\/person\\\/16f1373831fb6fd17387f16ae1195206\"},\"description\":\"AI, ChatGPT\uff06AI, d-higuchi, LLM |2024\u5e744\u6708\u73fe\u5728\u3001ChatGPT\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308bGPT-4\u3092API\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306e\u4fa1\u683c\u306f\u5165\u529b\u304c 30USD\\\/1M\u30c8\u30fc\u30af\u30f3\u3001\u51fa\u529b\u304c\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\\\/ai\\\/71957#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\\\/ai\\\/71957\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\\\/ai\\\/71957#primaryimage\",\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/the-gift-of-the-magi-ja.png\",\"contentUrl\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/the-gift-of-the-magi-ja.png\",\"width\":1284,\"height\":872},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\\\/ai\\\/71957#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"HOME\",\"item\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"ChatGPT\uff06AI\",\"item\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"AI\",\"item\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/chatgpt-ai\\\/ai\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"ChatGPT\u3084Azure OpenAI Service\u306e\u8ab2\u91d1\u5358\u4f4d\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\uff1f \u8a08\u7b97\u3057\u3066\u307f\u3088\u3046 #ai\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#website\",\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/\",\"name\":\"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\",\"description\":\"\u30a2\u30b8\u30e3\u30a4\u30eb\uff06DevOps\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u3001AI\uff06LLM\u306e\u5148\u7aef\u6280\u8853\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#\\\/schema\\\/person\\\/16f1373831fb6fd17387f16ae1195206\",\"name\":\"Daisuke Higuchi\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/d-higuchi-wp-icon-230x230.png\",\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/d-higuchi-wp-icon-230x230.png\",\"contentUrl\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/d-higuchi-wp-icon-230x230.png\",\"caption\":\"Daisuke Higuchi\"},\"description\":\"Chef\u30fbDocker\u30fbMirantis\u88fd\u54c1\u306a\u3069\u306e\u6280\u8853\u8981\u7d20\u306b\u52a0\u3048\u3066\u3001\u4f1a\u8b70\u306e\u9032\u3081\u65b9\u30fb\u6587\u7ae0\u306e\u66f8\u304d\u65b9\u306a\u3069\u306e\u696d\u52d9\u6539\u5584\u306b\u3082\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002\u300cChef\u6d3b\u7528\u30ac\u30a4\u30c9\u300d\u5171\u8457\u306e\u307b\u304b\u3001Debian Official Developer\u3082\u3084\u3063\u3066\u3044\u307e\u3059\u3002\",\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/author\\\/higuchi\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"ChatGPT\u3084Azure OpenAI Service\u306e\u8ab2\u91d1\u5358\u4f4d\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\uff1f \u8a08\u7b97\u3057\u3066\u307f\u3088\u3046 #ai - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","description":"AI, ChatGPT\uff06AI, d-higuchi, LLM |2024\u5e744\u6708\u73fe\u5728\u3001ChatGPT\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308bGPT-4\u3092API\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306e\u4fa1\u683c\u306f\u5165\u529b\u304c 30USD\/1M\u30c8\u30fc\u30af\u30f3\u3001\u51fa\u529b\u304c","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957","og_locale":"ja_JP","og_type":"article","og_title":"ChatGPT\u3084Azure OpenAI Service\u306e\u8ab2\u91d1\u5358\u4f4d\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\uff1f \u8a08\u7b97\u3057\u3066\u307f\u3088\u3046 #ai - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","og_description":"AI, ChatGPT\uff06AI, d-higuchi, LLM |2024\u5e744\u6708\u73fe\u5728\u3001ChatGPT\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308bGPT-4\u3092API\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306e\u4fa1\u683c\u306f\u5165\u529b\u304c 30USD\/1M\u30c8\u30fc\u30af\u30f3\u3001\u51fa\u529b\u304c","og_url":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957","og_site_name":"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","article_publisher":"https:\/\/www.facebook.com\/creationline","article_published_time":"2024-05-10T04:30:00+00:00","og_image":[{"width":1284,"height":872,"url":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-ja.png","type":"image\/png"}],"author":"Daisuke Higuchi","twitter_card":"summary_large_image","twitter_creator":"@creationline","twitter_site":"@creationline","twitter_misc":{"\u57f7\u7b46\u8005":"Daisuke Higuchi","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"2\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957#article","isPartOf":{"@id":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957"},"author":{"name":"Daisuke Higuchi","@id":"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/16f1373831fb6fd17387f16ae1195206"},"headline":"ChatGPT\u3084Azure OpenAI Service\u306e\u8ab2\u91d1\u5358\u4f4d\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\uff1f \u8a08\u7b97\u3057\u3066\u307f\u3088\u3046 #ai","datePublished":"2024-05-10T04:30:00+00:00","mainEntityOfPage":{"@id":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957"},"wordCount":286,"image":{"@id":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957#primaryimage"},"thumbnailUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-ja.png","articleSection":["AI","ChatGPT\uff06AI","d-higuchi","LLM"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957","url":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957","name":"ChatGPT\u3084Azure OpenAI Service\u306e\u8ab2\u91d1\u5358\u4f4d\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\uff1f \u8a08\u7b97\u3057\u3066\u307f\u3088\u3046 #ai - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","isPartOf":{"@id":"https:\/\/www.creationline.com\/tech-blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957#primaryimage"},"image":{"@id":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957#primaryimage"},"thumbnailUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-ja.png","datePublished":"2024-05-10T04:30:00+00:00","author":{"@id":"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/16f1373831fb6fd17387f16ae1195206"},"description":"AI, ChatGPT\uff06AI, d-higuchi, LLM |2024\u5e744\u6708\u73fe\u5728\u3001ChatGPT\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308bGPT-4\u3092API\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306e\u4fa1\u683c\u306f\u5165\u529b\u304c 30USD\/1M\u30c8\u30fc\u30af\u30f3\u3001\u51fa\u529b\u304c","breadcrumb":{"@id":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957#primaryimage","url":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-ja.png","contentUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/04\/the-gift-of-the-magi-ja.png","width":1284,"height":872},{"@type":"BreadcrumbList","@id":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/71957#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"HOME","item":"https:\/\/www.creationline.com\/tech-blog"},{"@type":"ListItem","position":2,"name":"ChatGPT\uff06AI","item":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai"},{"@type":"ListItem","position":3,"name":"AI","item":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai"},{"@type":"ListItem","position":4,"name":"ChatGPT\u3084Azure OpenAI Service\u306e\u8ab2\u91d1\u5358\u4f4d\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\uff1f \u8a08\u7b97\u3057\u3066\u307f\u3088\u3046 #ai"}]},{"@type":"WebSite","@id":"https:\/\/www.creationline.com\/tech-blog\/#website","url":"https:\/\/www.creationline.com\/tech-blog\/","name":"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","description":"\u30a2\u30b8\u30e3\u30a4\u30eb\uff06DevOps\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u3001AI\uff06LLM\u306e\u5148\u7aef\u6280\u8853","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.creationline.com\/tech-blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/16f1373831fb6fd17387f16ae1195206","name":"Daisuke Higuchi","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2023\/08\/d-higuchi-wp-icon-230x230.png","url":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2023\/08\/d-higuchi-wp-icon-230x230.png","contentUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2023\/08\/d-higuchi-wp-icon-230x230.png","caption":"Daisuke Higuchi"},"description":"Chef\u30fbDocker\u30fbMirantis\u88fd\u54c1\u306a\u3069\u306e\u6280\u8853\u8981\u7d20\u306b\u52a0\u3048\u3066\u3001\u4f1a\u8b70\u306e\u9032\u3081\u65b9\u30fb\u6587\u7ae0\u306e\u66f8\u304d\u65b9\u306a\u3069\u306e\u696d\u52d9\u6539\u5584\u306b\u3082\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002\u300cChef\u6d3b\u7528\u30ac\u30a4\u30c9\u300d\u5171\u8457\u306e\u307b\u304b\u3001Debian Official Developer\u3082\u3084\u3063\u3066\u3044\u307e\u3059\u3002","url":"https:\/\/www.creationline.com\/tech-blog\/author\/higuchi"}]}},"_links":{"self":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts\/71957","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/comments?post=71957"}],"version-history":[{"count":4,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts\/71957\/revisions"}],"predecessor-version":[{"id":72231,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts\/71957\/revisions\/72231"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/media\/71959"}],"wp:attachment":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/media?parent=71957"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/categories?post=71957"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/tags?post=71957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}