{"id":11360,"date":"2023-05-13T23:55:49","date_gmt":"2023-05-13T14:55:49","guid":{"rendered":"https:\/\/extan.jp\/?p=11360"},"modified":"2023-11-17T20:56:03","modified_gmt":"2023-11-17T11:56:03","slug":"python%e3%81%a7chatgpt%e3%81%ae%e5%9b%9e%e7%ad%94%e3%82%92excel%e3%81%b8%e5%87%ba%e5%8a%9b%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95%ef%bc%81xlwings%e4%bd%bf%e7%94%a8%ef%bc%81","status":"publish","type":"post","link":"https:\/\/extan.jp\/?p=11360","title":{"rendered":"Python\u3067ChatGPT\u306e\u56de\u7b54\u3092Excel\u3078\u51fa\u529b\u3059\u308b\u65b9\u6cd5\uff01xlwings\u4f7f\u7528\uff01"},"content":{"rendered":"<p>Python\u3067ChatGPT\u306e\u56de\u7b54\u3092Excel\u3078\u51fa\u529b\u3059\u308b\u65b9\u6cd5\u3092\u77e5\u308a\u305f\u3044\u3068\u304d\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u3051\u3069\u3001\u305d\u3093\u306a\u4e2d\u3067\u60a9\u3080\u3053\u3068\u306f\u3001<\/p>\n<div class=\"kininarukoto1\">\u30fbPython\u3067ChatGPT\u306e\u56de\u7b54\u3092Excel\u3078\u51fa\u529b\u3059\u308b\u65b9\u6cd5\u304c\u308f\u304b\u3089\u306a\u3044<br \/>\n\u30fbPython\u3068ChatGPT\u3092\u9023\u643a\u3059\u308b\u65b9\u6cd5\u304c\u308f\u304b\u3089\u306a\u3044<\/div>\n<p>\u3067\u3059\u3088\u306d\u3002<\/p>\n<p>\u4eca\u56de\u306f\u305d\u3093\u306a\u304a\u60a9\u307f\u3092\u89e3\u6c7a\u3059\u308b<\/p>\n<div class=\"rdinfo\">\u30fbPython\u3068xlwings\u3067ChatGPT\u306e\u56de\u7b54\u3092Excel\u3078\u51fa\u529b\u3059\u308b\u65b9\u6cd5<\/div>\n<p>\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u307e\u3059\uff01<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u3082\u304f\u3058<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/extan.jp\/?p=11360\/#Python%E3%81%A7ChatGPT%E3%81%AE%E5%9B%9E%E7%AD%94%E3%82%92Excel%E3%81%B8%E5%87%BA%E5%8A%9B%E3%81%99%E3%82%8B%E5%89%8D%E3%81%AE%E4%B8%8B%E6%BA%96%E5%82%99\" >Python\u3067ChatGPT\u306e\u56de\u7b54\u3092Excel\u3078\u51fa\u529b\u3059\u308b\u524d\u306e\u4e0b\u6e96\u5099<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/extan.jp\/?p=11360\/#xlwings%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\" >xlwings\u306b\u3064\u3044\u3066<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/extan.jp\/?p=11360\/#%E5%9B%9E%E7%AD%94%E7%94%A8%E3%81%AEExcel%E3%83%95%E3%82%A1%E3%82%A4%E3%83%AB%E3%82%92%E7%94%A8%E6%84%8F%E3%81%99%E3%82%8B\" >\u56de\u7b54\u7528\u306eExcel\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u610f\u3059\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/extan.jp\/?p=11360\/#ChatGPT%E3%81%AEAPI%E3%82%AD%E3%83%BC%E3%82%92%E5%8F%96%E5%BE%97\" >ChatGPT\u306eAPI\u30ad\u30fc\u3092\u53d6\u5f97<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/extan.jp\/?p=11360\/#Python%E3%81%A7ChatGPT%E3%81%AE%E5%9B%9E%E7%AD%94%E3%82%92Excel%E3%81%B8%E5%87%BA%E5%8A%9B%E3%81%99%E3%82%8B%E6%96%B9%E6%B3%95\" >Python\u3067ChatGPT\u306e\u56de\u7b54\u3092Excel\u3078\u51fa\u529b\u3059\u308b\u65b9\u6cd5<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/extan.jp\/?p=11360\/#ChatGPT_API%E3%81%A8%E9%80%A3%E6%90%BA%E3%81%99%E3%82%8BPython%E3%82%B3%E3%83%BC%E3%83%89\" >ChatGPT API\u3068\u9023\u643a\u3059\u308bPython\u30b3\u30fc\u30c9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/extan.jp\/?p=11360\/#Python%E3%82%B3%E3%83%BC%E3%83%89%E3%82%92%E8%A8%AD%E5%AE%9A%E3%81%99%E3%82%8B\" >Python\u30b3\u30fc\u30c9\u3092\u8a2d\u5b9a\u3059\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/extan.jp\/?p=11360\/#Python%E3%82%B3%E3%83%BC%E3%83%89%E3%82%92%E5%AE%9F%E8%A3%85%E3%81%99%E3%82%8B\" >Python\u30b3\u30fc\u30c9\u3092\u5b9f\u88c5\u3059\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/extan.jp\/?p=11360\/#Python%E3%82%92%E5%AE%9F%E8%A1%8C%E3%81%99%E3%82%8B\" >Python\u3092\u5b9f\u884c\u3059\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/extan.jp\/?p=11360\/#Python%E3%82%B3%E3%83%BC%E3%83%89%E3%81%AE%E8%AA%AC%E6%98%8E\" >Python\u30b3\u30fc\u30c9\u306e\u8aac\u660e<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/extan.jp\/?p=11360\/#%E3%81%95%E3%81%84%E3%81%94%E3%81%AB\" >\u3055\u3044\u3054\u306b<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Python%E3%81%A7ChatGPT%E3%81%AE%E5%9B%9E%E7%AD%94%E3%82%92Excel%E3%81%B8%E5%87%BA%E5%8A%9B%E3%81%99%E3%82%8B%E5%89%8D%E3%81%AE%E4%B8%8B%E6%BA%96%E5%82%99\"><\/span>Python\u3067ChatGPT\u306e\u56de\u7b54\u3092Excel\u3078\u51fa\u529b\u3059\u308b\u524d\u306e\u4e0b\u6e96\u5099<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"xlwings%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\"><\/span>xlwings\u306b\u3064\u3044\u3066<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>xlwings\u306fExcel\u3068Python\u3092\u3064\u306a\u3050\u3053\u3068\u304c\u3067\u304d\u308bPython\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3001Excel\u3068Python\u306e\u76f8\u4e92\u9023\u643a\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>xlwings\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001Excel VBA\u30de\u30af\u30ed\u306e\u4ee3\u308f\u308a\u306bPython\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066Excel\u306e\u64cd\u4f5c\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306fExcel\u304b\u3089xlwings\u3092\u4f7f\u3044\u3001Python\u3092\u5b9f\u884c\u3001ChatGPT\u306eAPI\u3092\u8d77\u52d5\u3055\u305b\u3001\u305d\u306e\u56de\u7b54\u3092\u5143\u306eExcel\u3078\u51fa\u529b\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p><!--\u5439\u304d\u51fa\u3057\u306f\u3058\u307e\u308a--><\/p>\n<div class=\"balloon5\">\n<div class=\"faceicon\">\n<img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/uploads\/2020\/11\/taka_kao.gif\" alt=\"\u30bf\u30ab\u30d2\u30ed\" width=\"110\" height=\"110\" \/>\n<div class=\"faceiconfont\">\u30bf\u30ab\u30d2\u30ed<\/div>\n<\/div>\n<div class=\"chatting\">\n<div class=\"says\">Excel\u304b\u3089Python\u30b3\u30fc\u30c9\u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u306e\u3067\u3001Python\u30b3\u30fc\u30c9\u3092\u3044\u3061\u3044\u3061\u958b\u3044\u3066\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/div>\n<\/div>\n<\/div>\n<p><!--\u5439\u304d\u51fa\u3057\u7d42\u308f\u308a--><\/p>\n<h4>\u4f7f\u3044\u65b9<\/h4>\n<p>xlwings\u3092\u4f7f\u3063\u3066Excel\u3068Python\u3092\u9023\u643a\u3055\u305b\u308b\u5834\u5408\u3001Excel\u30d5\u30a1\u30a4\u30eb\u5185\u306bPython\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3057\u3001Excel\u304b\u3089Python\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-11338\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051223_1441_6.png\" alt=\"\" width=\"760\" height=\"140\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051223_1441_6.png 760w, https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051223_1441_6-300x55.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051223_1441_6-718x132.png 718w\" sizes=\"auto, (max-width: 760px) 100vw, 760px\" \/><\/p>\n<p>Excel\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304d\u3001xlwings\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u72b6\u614b\u3067\u3001xlwings\u306e\u6a5f\u80fd\u3092\u4f7f\u3063\u3066Python\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>xlwings\u3068OpenAI\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h4>\n<p>xlwings\u3068OpenAI\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>OpenAI\u3068\u306fGPT\u30b7\u30ea\u30fc\u30ba\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3067\u3059\u3002ChatGPT\u3092\u4f7f\u3046\u305f\u3081\u4f75\u305b\u3066\u5b9f\u88c5\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>1. \u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u958b\u304d\u307e\u3059\u3002<\/p>\n<p>2. pip\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001xlwings\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u3066Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<p>pip\u3092\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3057\u307e\u3059\u3002<\/p>\n<div class=\"info\"><code>pip install --upgrade pip<\/code><\/div>\n<p>xlwings\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n<div class=\"info\"><code>pip install xlwings<\/code><\/div>\n<p>OpenAI\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n<div class=\"info\"><code>pip install openai<\/code><\/div>\n<h4>Python\u30d5\u30a1\u30a4\u30eb<\/h4>\n<p>Python\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306ePython\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u610f\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3067\u7a7a\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u4f5c\u6210\u3057\u3001\u62e1\u5f35\u5b50\u3092.py\u306b\u3057\u3066\u4efb\u610f\u306e\u540d\u524d\u3067\u4fdd\u5b58\u3057\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u306f\u534a\u89d2\u82f1\u5b57\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u30b5\u30f3\u30d7\u30eb\u306f\u4ee5\u4e0b\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"info\"><code>F:\\test\\gpt.py<\/code><\/div>\n<p><!--\u5439\u304d\u51fa\u3057\u306f\u3058\u307e\u308a--><\/p>\n<div class=\"balloon5\">\n<div class=\"faceicon\">\n<img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/uploads\/2020\/11\/taka_kao.gif\" alt=\"\u30bf\u30ab\u30d2\u30ed\" width=\"110\" height=\"110\" \/>\n<div class=\"faceiconfont\">\u30bf\u30ab\u30d2\u30ed<\/div>\n<\/div>\n<div class=\"chatting\">\n<div class=\"says\">Python\u30b3\u30fc\u30c9\u306f\u5f8c\u3067\u5165\u308c\u307e\u3059\u306e\u3067\u3053\u306e\u6bb5\u968e\u3067\u306f\u7a7a\u6b04\u3067\u7d50\u69cb\u3067\u3059\u3002<\/div>\n<\/div>\n<\/div>\n<p><!--\u5439\u304d\u51fa\u3057\u7d42\u308f\u308a--><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%9B%9E%E7%AD%94%E7%94%A8%E3%81%AEExcel%E3%83%95%E3%82%A1%E3%82%A4%E3%83%AB%E3%82%92%E7%94%A8%E6%84%8F%E3%81%99%E3%82%8B\"><\/span>\u56de\u7b54\u7528\u306eExcel\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u610f\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u56de\u7b54\u7528\u306eExcel\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>Excel\u30d5\u30a1\u30a4\u30eb\u3092\u65b0\u898f\u4f5c\u6210\u3057\u3001Python\u30d5\u30a1\u30a4\u30eb\u3068\u540c\u3058\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u3057\u3001\u540c\u4e00\u968e\u5c64\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n<div class=\"info\"><code>F:\\test\\gpt.xlsx<\/code><\/div>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-11362\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051323_1450_1.png\" alt=\"\" width=\"180\" height=\"87\" \/>\n<p>\u8cea\u554f\u5185\u5bb9\u306fA1\u30bb\u30eb\u306b\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-11364\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051323_1450_3.png\" alt=\"\" width=\"819\" height=\"203\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051323_1450_3.png 819w, https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051323_1450_3-300x74.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051323_1450_3-768x190.png 768w, https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051323_1450_3-718x178.png 718w\" sizes=\"auto, (max-width: 819px) 100vw, 819px\" \/><\/p>\n<p><!--\u5439\u304d\u51fa\u3057\u306f\u3058\u307e\u308a--><\/p>\n<div class=\"balloon5\">\n<div class=\"faceicon\">\n<img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/uploads\/2020\/11\/taka_kao.gif\" alt=\"\u30bf\u30ab\u30d2\u30ed\" width=\"110\" height=\"110\" \/>\n<div class=\"faceiconfont\">\u30bf\u30ab\u30d2\u30ed<\/div>\n<\/div>\n<div class=\"chatting\">\n<div class=\"says\">Python\u3068ChatGPT\u3092\u9023\u643a\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u6e96\u5099\u304c\u3061\u3087\u3063\u3068\u5927\u5909\u3067\u3059\u306d\u3001<\/div>\n<\/div>\n<\/div>\n<p><!--\u5439\u304d\u51fa\u3057\u7d42\u308f\u308a--><\/p>\n<h3><span class=\"ez-toc-section\" id=\"ChatGPT%E3%81%AEAPI%E3%82%AD%E3%83%BC%E3%82%92%E5%8F%96%E5%BE%97\"><\/span>ChatGPT\u306eAPI\u30ad\u30fc\u3092\u53d6\u5f97<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4eca\u56de\u4f7f\u3046ChatGPT\u306eAPI\u30ad\u30fc\u3092\u53d6\u5f97\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>API keys\u767a\u884c\u30da\u30fc\u30b8\u3078\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/p>\n<div class=\"info\"><a href=\"https:\/\/platform.openai.com\/account\/api-keys\" target=\"_blank\" rel=\"noopener\"><code>https:\/\/platform.openai.com\/account\/api-keys<\/code><\/a><\/div>\n<p><!--\u5439\u304d\u51fa\u3057\u306f\u3058\u307e\u308a--><\/p>\n<div class=\"balloon5\">\n<div class=\"faceicon\">\n<img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/uploads\/2020\/11\/taka_kao.gif\" alt=\"\u30bf\u30ab\u30d2\u30ed\" width=\"110\" height=\"110\" \/>\n<div class=\"faceiconfont\">\u30bf\u30ab\u30d2\u30ed<\/div>\n<\/div>\n<div class=\"chatting\">\n<div class=\"says\">\u521d\u56de\u30ed\u30b0\u30a4\u30f3\u306e\u5834\u5408\u306f\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u767b\u9332\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/div>\n<\/div>\n<\/div>\n<p><!--\u5439\u304d\u51fa\u3057\u7d42\u308f\u308a--><\/p>\n<p>\u300cCreate new secret key\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u51fa\u529b\u3055\u308c\u305fAPI\u30ad\u30fc\u3092\u30e1\u30e2\u3057\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-10694\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2023\/02\/021023_1611_7.png\" alt=\"\" width=\"725\" height=\"343\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2023\/02\/021023_1611_7.png 725w, https:\/\/extan.jp\/wp-content\/uploads\/2023\/02\/021023_1611_7-300x142.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2023\/02\/021023_1611_7-718x340.png 718w\" sizes=\"auto, (max-width: 725px) 100vw, 725px\" \/><\/p>\n<p><!--\u5439\u304d\u51fa\u3057\u306f\u3058\u307e\u308a--><\/p>\n<div class=\"balloon5\">\n<div class=\"faceicon\">\n<img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/uploads\/2020\/11\/taka_kao.gif\" alt=\"\u30bf\u30ab\u30d2\u30ed\" width=\"110\" height=\"110\" \/>\n<div class=\"faceiconfont\">\u30bf\u30ab\u30d2\u30ed<\/div>\n<\/div>\n<div class=\"chatting\">\n<div class=\"says\">\u767a\u884c\u3055\u308c\u305fAPI\u30ad\u30fc\u306f\u753b\u9762\u3092\u9589\u3058\u305f\u5f8c\u306f\u898b\u3089\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u3057\u3063\u304b\u308a\u8a18\u9332\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002\u307e\u305f\u3001\u5916\u90e8\u306b\u6f0f\u308c\u306a\u3044\u3088\u3046\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/div>\n<\/div>\n<\/div>\n<p><!--\u5439\u304d\u51fa\u3057\u7d42\u308f\u308a--><\/p>\n<h4>ChatGPT\u306eAPI\u3092\u4f7f\u3046\u4e0a\u3067\u306e\u6ce8\u610f\u70b9<\/h4>\n<p>ChatGPT\u306eAPI\u3092\u4f7f\u3046\u4e0a\u3067\u306e\u6ce8\u610f\u70b9\u3092\u5148\u306b\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002<\/p>\n<p>ChatGPT\u306eAPI\u306f\u5229\u7528\u3057\u3066\u3044\u304f\u3068\u6599\u91d1\u304c\u767a\u751f\u3059\u308b\u4ed5\u7d44\u307f\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3067\u3059\u306e\u3067\u3001\u767a\u884c\u3057\u305fAPI\u3092\u6570\u591a\u304f\u4f7f\u3063\u305f\u308a\u3001\u7b2c\u4e09\u8005\u306b\u5171\u6709\u3057\u3001\u4e0d\u7279\u5b9a\u591a\u6570\u306e\u4eba\u9054\u306b\u5229\u7528\u3055\u308c\u305f\u308a\u3059\u308b\u3068\u77e5\u3089\u306c\u9593\u306b\u8cbb\u7528\u304c\u591a\u984d\u306b\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u5341\u5206\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u305f\u3060\u3001\u521d\u56de\u767b\u9332\u6642\u306f18\u30c9\u30eb\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u305d\u308c\u3092\u8d85\u3048\u306a\u3044\u5206\u91cf\u3067\u3042\u308c\u3070\u6599\u91d1\u306f\u767a\u751f\u3059\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u4eca\u3069\u308c\u3050\u3089\u3044\u4f7f\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u65b9\u6cd5\u306f<a href=\"https:\/\/platform.openai.com\/account\/usage\" target=\"_blank\" rel=\"noopener\">Usage\u30da\u30fc\u30b8<\/a>\u304b\u3089\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u968f\u6642\u78ba\u8a8d\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-10695\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2023\/02\/021023_1611_8.png\" alt=\"\" width=\"970\" height=\"518\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2023\/02\/021023_1611_8.png 970w, https:\/\/extan.jp\/wp-content\/uploads\/2023\/02\/021023_1611_8-300x160.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2023\/02\/021023_1611_8-768x410.png 768w, https:\/\/extan.jp\/wp-content\/uploads\/2023\/02\/021023_1611_8-718x383.png 718w\" sizes=\"auto, (max-width: 970px) 100vw, 970px\" \/>\n<h2><span class=\"ez-toc-section\" id=\"Python%E3%81%A7ChatGPT%E3%81%AE%E5%9B%9E%E7%AD%94%E3%82%92Excel%E3%81%B8%E5%87%BA%E5%8A%9B%E3%81%99%E3%82%8B%E6%96%B9%E6%B3%95\"><\/span>Python\u3067ChatGPT\u306e\u56de\u7b54\u3092Excel\u3078\u51fa\u529b\u3059\u308b\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Python\u3067ChatGPT\u306e\u56de\u7b54\u3092Excel\u3078\u51fa\u529b\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3092\u3057\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"ChatGPT_API%E3%81%A8%E9%80%A3%E6%90%BA%E3%81%99%E3%82%8BPython%E3%82%B3%E3%83%BC%E3%83%89\"><\/span>ChatGPT API\u3068\u9023\u643a\u3059\u308bPython\u30b3\u30fc\u30c9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ChatGPT API\u3068\u9023\u643a\u3059\u308bPython\u30b3\u30fc\u30c9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<pre style=\"padding: 0;\"><code class=\"language-python line-numbers\">import xlwings as xw\nimport openai\n\ndef main():\n\n    # OpenAI API\u30ad\u30fc\u3092\u74b0\u5883\u5909\u6570\u304b\u3089\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002\n    openai.api_key = &quot;sk-****************************************************&quot;\n\n    # \u30a2\u30af\u30c6\u30a3\u30d6\u306a\u30d6\u30c3\u30af\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\n    book = xw.books.active\n    sheet = book.sheets[0]\n\n    # A1\u30bb\u30eb\u306b\u5165\u529b\u3055\u308c\u305f\u8cea\u554f\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\n    question = sheet.range(&#039;A1&#039;).value\n\n    # CatGPT\u306b\u8cea\u554f\u3092\u9001\u4fe1\u3057\u3001\u56de\u7b54\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\n    response = openai.Completion.create(\n        engine=&quot;davinci&quot;,\n        prompt=question,\n        max_tokens=1024,\n        n=1,\n        stop=None,\n        temperature=0.5,\n    )\n\n    # A2\u30bb\u30eb\u306b\u56de\u7b54\u3092\u51fa\u529b\u3057\u307e\u3059\u3002\n    answer = response.choices[0].text.strip()\n    sheet.range(&#039;A2&#039;).value = answer\n\nif __name__ == &#039;__main__&#039;:\n    main()<\/code><\/pre>\n<p><!--\u5439\u304d\u51fa\u3057\u306f\u3058\u307e\u308a--><\/p>\n<div class=\"balloon5\">\n<div class=\"faceicon\">\n<img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/uploads\/2020\/11\/taka_kao.gif\" alt=\"\u30bf\u30ab\u30d2\u30ed\" width=\"110\" height=\"110\" \/>\n<div class=\"faceiconfont\">\u30bf\u30ab\u30d2\u30ed<\/div>\n<\/div>\n<div class=\"chatting\">\n<div class=\"says\">\u77ed\u3044\u30b3\u30fc\u30c9\u3067\u9a5a\u3044\u305f\u65b9\u3082\u304a\u3089\u308c\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002Python\u5074\u3067OpenAI\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u306d\u3002<\/div>\n<\/div>\n<\/div>\n<p><!--\u5439\u304d\u51fa\u3057\u7d42\u308f\u308a--><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Python%E3%82%B3%E3%83%BC%E3%83%89%E3%82%92%E8%A8%AD%E5%AE%9A%E3%81%99%E3%82%8B\"><\/span>Python\u30b3\u30fc\u30c9\u3092\u8a2d\u5b9a\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Python\u30b3\u30fc\u30c9\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u5148\u307b\u3069\u30e1\u30e2\u3057\u305fAPI\u30ad\u30fc\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n<div class=\"info\"><code>openai.api_key = &quot;sk-****************************************************&quot;<br \/>\n<\/code><\/div>\n<h3><span class=\"ez-toc-section\" id=\"Python%E3%82%B3%E3%83%BC%E3%83%89%E3%82%92%E5%AE%9F%E8%A3%85%E3%81%99%E3%82%8B\"><\/span>Python\u30b3\u30fc\u30c9\u3092\u5b9f\u88c5\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5148\u307b\u3069\u4f5c\u6210\u3057\u305fPython\u30d5\u30a1\u30a4\u30eb\u3078\u30b3\u30fc\u30c9\u3092\u8cbc\u308a\u4ed8\u3051\u3001\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n<div class=\"info\"><code>F:\\test\\gpt.py<\/code><\/div>\n<h3><span class=\"ez-toc-section\" id=\"Python%E3%82%92%E5%AE%9F%E8%A1%8C%E3%81%99%E3%82%8B\"><\/span>Python\u3092\u5b9f\u884c\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Excel\u304b\u3089Python\u3092\u5b9f\u884c\u3057\u3001ChatGPT\u306e\u56de\u7b54\u3092Excel\u3067\u5f97\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>xlwings\u30bf\u30d6\u3092\u30af\u30ea\u30c3\u30af\u3057\u5b9f\u884c\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-11340\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051223_1441_8.png\" alt=\"\" width=\"238\" height=\"117\" \/><\/p>\n<p>\u5b9f\u884c\u7d50\u679c\u3067\u3059\u3002<\/p>\n<p>ChatGPT\u306e\u56de\u7b54\u304cA2\u30bb\u30eb\u3078\u3067\u304d\u307e\u3057\u305f\u306d\uff01<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-11363\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051323_1450_2.png\" alt=\"\" width=\"948\" height=\"432\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051323_1450_2.png 948w, https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051323_1450_2-300x137.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051323_1450_2-768x350.png 768w, https:\/\/extan.jp\/wp-content\/uploads\/2023\/05\/051323_1450_2-718x327.png 718w\" sizes=\"auto, (max-width: 948px) 100vw, 948px\" \/><\/p>\n<p><!--\u5439\u304d\u51fa\u3057\u306f\u3058\u307e\u308a--><\/p>\n<div class=\"balloon5\">\n<div class=\"faceicon\">\n<img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/uploads\/2020\/11\/taka_kao.gif\" alt=\"\u30bf\u30ab\u30d2\u30ed\" width=\"110\" height=\"110\" \/>\n<div class=\"faceiconfont\">\u30bf\u30ab\u30d2\u30ed<\/div>\n<\/div>\n<div class=\"chatting\">\n<div class=\"says\">\u306a\u304a\u3001\u4f7f\u7528\u3057\u3066\u3044\u308b\u30e2\u30c7\u30eb\u304c\u65e7\u30d0\u30fc\u30b8\u30e7\u30f3\u306e&#8221;davinci&#8221;\u3067\u3059\u306e\u3067\u3001\u56de\u7b54\u306e\u7cbe\u5ea6\u306f\u73fe\u884c\u30e2\u30c7\u30eb\u3088\u308a\u3061\u3087\u3063\u3068\u4f4e\u3044\u3067\u3059\u2026<br \/>\n\u307e\u3042\u3001\u4eca\u56de\u306e\u8a18\u4e8b\u306e\u30e1\u30a4\u30f3\u306fPython\u3068ChatGPT\u3068Excel\u306e\u9023\u643a\u65b9\u6cd5\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u3054\u4e86\u627f\u304f\u3060\u3055\u3044&#8230;<\/div>\n<\/div>\n<\/div>\n<p><!--\u5439\u304d\u51fa\u3057\u7d42\u308f\u308a--><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Python%E3%82%B3%E3%83%BC%E3%83%89%E3%81%AE%E8%AA%AC%E6%98%8E\"><\/span>Python\u30b3\u30fc\u30c9\u306e\u8aac\u660e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Python\u30b3\u30fc\u30c9\u306b\u3064\u3044\u3066\u8aac\u660e\u3092\u3057\u307e\u3059\u3002<\/p>\n<p>xlwings\u3068openai\u306e\u4e21\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"info\"><code>import xlwings as xw<br \/>\nimport openai<\/code><\/div>\n<p>\u30a2\u30af\u30c6\u30a3\u30d6\u306aExcel\u30d6\u30c3\u30af\u3092\u53c2\u7167\u30571\u30b7\u30fc\u30c8\u76ee\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n<div class=\"info\"><code>book = xw.books.active<br \/>\nsheet = book.sheets[0]<\/code><\/div>\n<p>A1\u30bb\u30eb\u306b\u5165\u529b\u3055\u308c\u305f\u8cea\u554f\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n<div class=\"info\"><code>question = sheet.range(&#039;A1&#039;).value<\/code><\/div>\n<p>CatGPT\u306b\u8cea\u554f\u3092\u9001\u4fe1\u3057\u3001\u56de\u7b54\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"info\"><code>    response = openai.Completion.create(<br \/>\nengine=&quot;davinci&quot;,<br \/>\nprompt=question,<br \/>\nmax_tokens=1024,<br \/>\nn=1,<br \/>\nstop=None,<br \/>\ntemperature=0.5,<br \/>\n)<br \/>\nanswer = response.choices[0].text.strip()<\/code><\/div>\n<p>\u5404\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u610f\u5473\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<table width=\"100%\">\n<tbody>\n<tr>\n<td>engine<\/td>\n<td>\u4f7f\u7528\u3059\u308bGPT\u30e2\u30c7\u30eb\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u3067\u306f\u300cdavinci\u300d\u3068\u6307\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>prompt<\/td>\n<td>GPT\u30e2\u30c7\u30eb\u306b\u5165\u529b\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001\u300cquestion\u300d\u3068\u3044\u3046\u5909\u6570\u306b\u683c\u7d0d\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u6307\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>max_tokens<\/td>\n<td>GPT\u30e2\u30c7\u30eb\u304c\u751f\u6210\u3059\u308b\u6700\u5927\u30c8\u30fc\u30af\u30f3\u6570\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u3067\u306f\u30011024\u3068\u6307\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>n<\/td>\n<td>GPT\u30e2\u30c7\u30eb\u304c\u751f\u6210\u3059\u308b\u56de\u7b54\u306e\u6570\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u3067\u306f\u30011\u3068\u6307\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>stop<\/td>\n<td>GPT\u30e2\u30c7\u30eb\u304c\u751f\u6210\u3059\u308b\u56de\u7b54\u306e\u7d42\u4e86\u6761\u4ef6\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001None\u3068\u6307\u5b9a\u3057\u3066\u304a\u308a\u3001GPT\u30e2\u30c7\u30eb\u304c\u81ea\u52d5\u7684\u306b\u56de\u7b54\u3092\u7d42\u4e86\u3059\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>temperature<\/td>\n<td>GPT\u30e2\u30c7\u30eb\u304c\u751f\u6210\u3059\u308b\u56de\u7b54\u306e\u591a\u69d8\u6027\u3092\u5236\u5fa1\u3059\u308b\u305f\u3081\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u3059\u3002\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u3067\u306f\u30010.5\u3068\u6307\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u5024\u304c\u4f4e\u3044\u307b\u3069\u3001\u3088\u308a\u78ba\u4fe1\u5ea6\u306e\u9ad8\u3044\u56de\u7b54\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u304c\u3001\u5024\u304c\u9ad8\u3044\u307b\u3069\u3001\u3088\u308a\u591a\u69d8\u306a\u56de\u7b54\u304c\u751f\u6210\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>A2\u30bb\u30eb\u306b\u56de\u7b54\u3092\u51fa\u529b\u3057\u307e\u3059\u3002<\/p>\n<div class=\"info\"><code>sheet.range(&#039;A2&#039;).value = answer<\/code><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%95%E3%81%84%E3%81%94%E3%81%AB\"><\/span>\u3055\u3044\u3054\u306b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u4eca\u56de\u306f\u3001<\/p>\n<div class=\"endinfo\">\u30fbPython\u3068xlwings\u3067ChatGPT\u306e\u56de\u7b54\u3092Excel\u3078\u51fa\u529b\u3059\u308b\u65b9\u6cd5<\/div>\n<p>\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<p>\u307e\u305f\u3001\u4ed6\u306b\u3082\u4fbf\u5229\u306a\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u3088\u308d\u3057\u3051\u308c\u3070\u3054\u53c2\u7167\u9802\u3051\u308c\u3070\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python\u3067ChatGPT\u306e\u56de\u7b54\u3092Excel\u3078\u51fa\u529b\u3059\u308b\u65b9\u6cd5\u3092\u77e5\u308a\u305f\u3044\u3068\u304d\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002 \u3051\u3069\u3001\u305d\u3093\u306a\u4e2d\u3067\u60a9\u3080\u3053\u3068\u306f\u3001 \u30fbPython\u3067ChatGPT\u306e\u56de\u7b54\u3092Excel\u3078\u51fa\u529b\u3059\u308b\u65b9\u6cd5\u304c\u308f\u304b\u3089\u306a\u3044 \u30fbPython\u3068Ch&#8230;<\/p>\n","protected":false},"author":1,"featured_media":11306,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[245,218],"tags":[209],"class_list":{"0":"post-11360","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-chatgpt","8":"category-python","9":"tag-chatgpt","10":"article cf"},"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"\u30bf\u30ab\u30d2\u30ed@extan\"\/>\n\t<meta name=\"keywords\" content=\"chatgpt\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/extan.jp\/?p=11360\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.8\" \/>\n\t\t<meta property=\"og:locale\" content=\"ja_JP\" \/>\n\t\t<meta property=\"og:site_name\" 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