{"id":8018,"date":"2023-07-28T08:28:20","date_gmt":"2023-07-27T23:28:20","guid":{"rendered":"https:\/\/auto-worker.com\/blog\/?p=8018"},"modified":"2023-12-08T01:45:13","modified_gmt":"2023-12-07T16:45:13","slug":"post-8018","status":"publish","type":"post","link":"https:\/\/auto-worker.com\/blog\/?p=8018","title":{"rendered":"Bard(VertexAI)\u306eLINE\u30dc\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\uff01GAS\u00d7Messaging API"},"content":{"rendered":"\n<p>ChatGPT\u3092\u4f7f\u3063\u305fLINE\u30dc\u30c3\u30c8\u306f\u591a\u304f\u306e\u4eba\u304c\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u304c\u3001Google\u306e\u751f\u6210AI\u3067\u3042\u308bBard\u306eLINE\u30dc\u30c3\u30c8\u306f\u5c11\u306a\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067Google Apps Script(GAS)\u3067LINE Messaging API\u3092\u4f7f\u3044\u3001Bard\u3068\u540c\u3058\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u4f7f\u3048\u308bVertexAI\u306eAPI\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001Bard\u306eLINE\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">LINE Messaging API\u306e\u6e96\u5099\u65b9\u6cd5<\/h2>\n\n\n\n<p>Google Apps Script(GAS)\u3067LINE\u30dc\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u307e\u305aLINE Messaging API\u3092\u7528\u610f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>Autoworker\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u3067\u306f\u3001LINE Messaging API\u306e\u5229\u7528\u767b\u9332\u65b9\u6cd5\u304b\u3089\u3001API\u30ad\u30fc\u306e\u767a\u884c\u624b\u9806\u307e\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-autoworker-google-apps-script-gas-sikuli wp-block-embed-autoworker-google-apps-script-gas-sikuli\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"7D7ETKkREM\"><a href=\"https:\/\/auto-worker.com\/blog\/?p=5117\">LINE Messaging API\u306e\u5229\u7528\u767b\u9332\u65b9\u6cd5\uff5eLINE\u30a2\u30ab\u30a6\u30f3\u30c8\u958b\u767a\u306b\u5fc5\u8981\u306aAPI\u30ad\u30fc\u767a\u884c\u7533\u8acb<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;LINE Messaging API\u306e\u5229\u7528\u767b\u9332\u65b9\u6cd5\uff5eLINE\u30a2\u30ab\u30a6\u30f3\u30c8\u958b\u767a\u306b\u5fc5\u8981\u306aAPI\u30ad\u30fc\u767a\u884c\u7533\u8acb&#8221; &#8212; AutoWorker\u301cGoogle Apps Script(GAS)\u3068Sikuli\u3067\u59cb\u3081\u308b\u696d\u52d9\u6539\u5584\u5165\u9580\" src=\"https:\/\/auto-worker.com\/blog\/?p=5117&#038;embed=true#?secret=DiZi4id06f#?secret=7D7ETKkREM\" data-secret=\"7D7ETKkREM\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u8a18\u4e8b\u306e\u624b\u9806\u306b\u5f93\u3044\u3001LINE Messaging API\u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3057\u3001\u30c1\u30e3\u30cd\u30eb\u30a2\u30af\u30bb\u30b9\u30c8\u30fc\u30af\u30f3\u3092\u53d6\u5f97\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u203bLINE Messaging API\u306e\u30c1\u30e3\u30cd\u30eb\u30a2\u30af\u30bb\u30b9\u30c8\u30fc\u30af\u30f3\u306fGAS\u306e\u30b3\u30fc\u30c9\u3067\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Bard\u306eAPI(VertexAI)\u306e\u6709\u52b9\u5316\u624b\u9806<\/h2>\n\n\n\n<p>Bard\u3068\u5bfe\u8a71\u3067\u304d\u308bLINE\u30dc\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u306b\u306fAPI\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u73fe\u6642\u70b9\u3067\u306fBard\u81ea\u4f53\u3067\u306fAPI\u306f\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001Google Cloud Platform(GCP)\u3067\u306fVertexAI\u3068\u3044\u3046\u751f\u6210AI\u3092\u63d0\u4f9b\u3059\u308bAPI\u30b5\u30fc\u30d3\u30b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>VertexAI\u3067\u306fBard\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u300cPaLM2\u300d\u304c\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001Bard\u3068\u540c\u69d8\u306e\u751f\u6210\u7d50\u679c\u3092\u53d6\u5f97\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u3001Bard\u30e9\u30a4\u30af\u306a\u5fdc\u7b54\u3067\u304d\u308bLINE\u30dc\u30c3\u30c8\u306e\u305f\u3081\u306b\u3001GCP\u3067VertexAI\u306eAPI\u3092\u6709\u52b9\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>GCP\u306e\u5229\u7528\u767b\u9332\u306a\u3089\u3073\u306b\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u5229\u7528\u3001VertexAI\u306eAPI\u6709\u52b9\u5316\u624b\u9806\u306b\u3064\u3044\u3066\u306f<a href=\"https:\/\/auto-worker.com\/blog\/?p=7993\" target=\"_blank\" rel=\"noopener\">\u300cGAS\u3067Bard\u306eAPI(VertexAI API)\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u300d<\/a>\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-autoworker-google-apps-script-gas-sikuli wp-block-embed-autoworker-google-apps-script-gas-sikuli\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"cASzsN0lBU\"><a href=\"https:\/\/auto-worker.com\/blog\/?p=7993\">GAS\u3067Bard\u306eAPI(VertexAI API)\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\uff01PaLM2\u306e\u5fdc\u7b54\u751f\u6210<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;GAS\u3067Bard\u306eAPI(VertexAI API)\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\uff01PaLM2\u306e\u5fdc\u7b54\u751f\u6210&#8221; &#8212; AutoWorker\u301cGoogle Apps Script(GAS)\u3068Sikuli\u3067\u59cb\u3081\u308b\u696d\u52d9\u6539\u5584\u5165\u9580\" src=\"https:\/\/auto-worker.com\/blog\/?p=7993&#038;embed=true#?secret=nudLTRqrgq#?secret=cASzsN0lBU\" data-secret=\"cASzsN0lBU\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u4e0a\u8a18\u3092\u53c2\u8003\u306b\u3057\u306a\u304c\u3089\u3001VertexAI\u306eAPI\u3092\u6709\u52b9\u5316\u3057\u305f\u4e0a\u3067\u3001GCP\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u756a\u53f7\u3092\u63a7\u3048\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Bard\u306eLINE\u30dc\u30c3\u30c8\u306eGAS\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9<\/h2>\n\n\n\n<p>LINE Messaging API\u306e\u5229\u7528\u767b\u9332\u3068\u30c1\u30e3\u30cd\u30eb\u30a2\u30af\u30bb\u30b9\u30c8\u30fc\u30af\u30f3(API\u30ad\u30fc)\u306e\u53d6\u5f97\u3001VertexAI\u306eAPI\u6709\u52b9\u5316\u3068GCP\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u756a\u53f7\u3092\u6e96\u5099\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>Google Apps Script(GAS)\u3092\u4f7f\u3063\u3066Bard\u306e\u3088\u3046\u306a\u5fdc\u7b54\u304c\u3067\u304d\u308bLINE\u30dc\u30c3\u30c8\u306e\u30b3\u30fc\u30c9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>VertexAI\u306eAPI\u3068LINE Messaging API\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u52d5\u304fLINE\u30dc\u30c3\u30c8\u306eGAS\u30b3\u30fc\u30c9\u306f\u4e0b\u8a18\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-luxe-blocks-syntaxhighlighter line-numbers language-javascript\"><code class=\"language-javascript\">\/\/LINE Messaging API\u306e\u30c1\u30e3\u30cd\u30eb\u30a2\u30af\u30bb\u30b9\u30c8\u30fc\u30af\u30f3\u3092\u8a2d\u5b9a\nconst TOKEN = '***********';\n\/\/VertexAI\u306eAPI\u3092\u6709\u52b9\u5316\u3057\u305fGCP\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u756a\u53f7\u3092\u8a2d\u5b9a\nconst PROJECT_ID = '++++++++++';\n\n\/\/\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u30e1\u30c3\u30bb\u30fc\u30b8\u3092API\u3067Bard\u306b\u9001\u308a\u3001\u5fdc\u7b54\u7d50\u679c\u3092\u8fd4\u4fe1\u3059\u308b\nfunction doPost(e) {\n  \/\/ WebHook\u3067\u53d6\u5f97\u3057\u305fJSON\u30c7\u30fc\u30bf\u3092\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u5316\u3057\u3001\u53d6\u5f97\n  const eventData = JSON.parse(e.postData.contents).events[0];\n  \/\/\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u304b\u3089\u3001\u5fdc\u7b54\u7528\u306e\u30c8\u30fc\u30af\u30f3\u3092\u53d6\u5f97\n  const replyToken = eventData.replyToken;\n  \/\/\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u304b\u3089\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u7a2e\u5225\u3092\u53d6\u5f97\n  const messageType = eventData.message.type;\n  \/\/\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u304b\u3089\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u6295\u7a3f\u3057\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u53d6\u5f97\n  const userMessage = eventData.message.text;\n  \/\/ \u5fdc\u7b54\u30e1\u30c3\u30bb\u30fc\u30b8\u7528\u306eAPI URL\u3092\u5b9a\u7fa9\n  const url = 'https:\/\/api.line.me\/v2\/bot\/message\/reply';\n  \/\/\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u6295\u7a3f\u30e1\u30c3\u30bb\u30fc\u30b8\u304b\u3089\u5fdc\u7b54\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u7528\u610f\n  let replyMessage = getVertexAi(userMessage);\n  \/\/API\u30ea\u30af\u30a8\u30b9\u30c8\u6642\u306b\u30bb\u30c3\u30c8\u3059\u308b\u30da\u30a4\u30ed\u30fc\u30c9\u5024\u3092\u8a2d\u5b9a\u3059\u308b\n  let payload = {\n    'replyToken': replyToken,\n    'messages': [{\n        'type': 'text',\n        'text': replyMessage\n      }]\n  };\n  \/\/HTTPS\u306ePOST\u6642\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8a2d\u5b9a\u3059\u308b\n  let options = {\n    'payload' : JSON.stringify(payload),\n    'myamethod'  : 'POST',\n    'headers' : {\"Authorization\" : \"Bearer \" + TOKEN},\n    'contentType' : 'application\/json'\n  };\n  \/\/LINE Messaging API\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u6295\u7a3f\u306b\u8fd4\u7b54\u3059\u308b\n  UrlFetchApp.fetch(url, options);\n}\n\/\/\u5f15\u6570\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092Bard\u306eAPI(VertexAI)\u306b\u9001\u308a\u3001\u5fdc\u7b54\u7d50\u679c\u3092\u8fd4\u3059\u95a2\u6570\nfunction getVertexAi(prompt) {\n  \/\/VertexAI\u306eAPI\u306e\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u8a2d\u5b9a\n  const apiUrl = `https:\/\/us-central1-aiplatform.googleapis.com\/v1\/projects\/${PROJECT_ID}\/locations\/us-central1\/publishers\/google\/models\/text-bison:predict`;\n  \/\/\u82f1\u8a33\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u52a0\u3048\u3001Vertex\u306eAPI\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u5fc5\u8981\u306a\u30da\u30a4\u30ed\u30fc\u30c9\u3092\u8a2d\u5b9a\n  const payload = {\n    \"instances\": [\n      { \"prompt\": LanguageApp.translate(prompt,'ja','en') }\n    ],\n    \"parameters\": {\n      \"temperature\": 0.2,\n      \"maxOutputTokens\": 512,\n      \"topK\": 40,\n      \"topP\": 0.95\n    }\n  };\n  \/\/\u6587\u7ae0\u751f\u6210\u3067\u5229\u7528\u3059\u308b\u30e2\u30c7\u30eb\u3084\u30c8\u30fc\u30af\u30f3\u4e0a\u9650\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u8a2d\u5b9a\n  const options = {\n    'payload': JSON.stringify(payload),\n    'method' : 'POST',\n    'muteHttpExceptions': true,\n    'headers': {\"Authorization\": \"Bearer \" + ScriptApp.getOAuthToken()},\n    'contentType':'application\/json'\n  };\n  \/\/VertexAI\u306bAPI\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u308a\u3001\u7d50\u679c\u3092\u5909\u6570\u306b\u683c\u7d0d\n  const response = JSON.parse(UrlFetchApp.fetch(apiUrl, options).getContentText()); \n  \/\/API\u30ec\u30b9\u30dd\u30f3\u30b9\u304b\u3089\u306e\u5fdc\u7b54\u7d50\u679c\u3092\u65e5\u672c\u8a9e\u306b\u548c\u8a33\u3057\u3066\u623b\u308a\u5024\u3067\u8fd4\u3059\n  return LanguageApp.translate(response.predictions[0].content,'en','ja');\n}<\/code><\/pre>\n\n\n\n<p>2\u884c\u76ee\u306eTOKEN\u5b9a\u6570\u306b\u4e8b\u524d\u306b\u53d6\u5f97\u3057\u305fLINE Messaging API\u306e\u30c1\u30e3\u30cd\u30eb\u30a2\u30af\u30bb\u30b9\u30c8\u30fc\u30af\u30f3\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b4\u884c\u76ee\u306ePROJECT_ID\u306b\u306fVertexAI\u3092\u6709\u52b9\u5316\u3057\u305fGCP\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u756a\u53f7\u3092\u30bb\u30c3\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"609\" src=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_001.jpg\" alt=\"VertexAI\u306eAPI\u3092\u4f7f\u3044Bard\u306e\u3088\u3046\u306a\u5fdc\u7b54\u304c\u3067\u304d\u308bLINE\u30dc\u30c3\u30c8\u306eGoogle Apps Script(GAS)\u306e\u30b3\u30fc\u30c9\" class=\"wp-image-8019\" srcset=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_001.jpg 1200w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_001-300x152.jpg 300w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_001-1024x520.jpg 1024w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_001-768x390.jpg 768w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_001-530x269.jpg 530w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_001-565x287.jpg 565w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_001-710x360.jpg 710w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_001-725x368.jpg 725w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p>doPost\u95a2\u6570\u306fGAS\u30b3\u30fc\u30c9\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3068\u3001LINE\u30dc\u30c3\u30c8\u306b\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u6295\u7a3f\u3055\u308c\u305f\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5404\u30b3\u30fc\u30c9\u306b\u3064\u3044\u3066\u306f\u30b3\u30e1\u30f3\u30c8\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u4ee5\u4e0b\u306e\u6d41\u308c\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30e6\u30fc\u30b6\u30fc\u306e\u6295\u7a3f\u30e1\u30c3\u30bb\u30fc\u30b8\u53d6\u5f97<\/li>\n\n\n\n<li>VertexAI\u306eAPI\u306b\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u30ea\u30af\u30a8\u30b9\u30c8<\/li>\n\n\n\n<li>\u8fd4\u3063\u3066\u304d\u305f\u5fdc\u7b54\u7d50\u679c\u3092LINE\u30dc\u30c3\u30c8\u304c\u8fd4\u4fe1<\/li>\n<\/ol>\n\n\n\n<p>VertexAI\u306eAPI\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3059\u308bgetVertxAI\u95a2\u6570\u306e\u51e6\u7406\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"610\" src=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_002.jpg\" alt=\"Bard(VertexAI)\u306eAPI\u30ea\u30af\u30a8\u30b9\u30c8\u3057\u3066\u3001\u5fdc\u7b54\u7d50\u679c\u3092\u8fd4\u3059Google Apps Script(GAS)\u306e\u95a2\u6570\" class=\"wp-image-8020\" srcset=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_002.jpg 1200w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_002-300x153.jpg 300w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_002-1024x521.jpg 1024w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_002-768x390.jpg 768w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_002-530x269.jpg 530w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_002-565x287.jpg 565w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_002-710x361.jpg 710w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_002-725x369.jpg 725w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p>VertexAI\u306f\u65e5\u672c\u8a9e\u672a\u5bfe\u5fdc\u3067\u3001\u82f1\u8a9e\u3067\u3057\u304b\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u307e\u305a\u82f1\u8a9e\u306b\u7ffb\u8a33\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>VertexAI\u306eAPI\u306b\u5fc5\u8981\u306a\u4e0a\u9650\u30c8\u30fc\u30af\u30f3\u6570\u3084\u5404\u7a2e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u30bb\u30c3\u30c8\u3057\u3066\u3001API\u30ea\u30af\u30a8\u30b9\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>API\u304b\u3089\u306e\u5fdc\u7b54\u7d50\u679c\u3082\u82f1\u8a9e\u3067\u8fd4\u3063\u3066\u304f\u308b\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306b\u7ffb\u8a33\u3057\u3066\u95a2\u6570\u306e\u623b\u308a\u5024\u306b\u6307\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>GAS\u306e\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3057\u305f\u3060\u3051\u3067\u306fVertexAI\u3078\u306eAPI\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u30de\u30cb\u30e5\u30d5\u30a7\u30b9\u30c8\u30d5\u30a1\u30a4\u30ebappsscript.json\u306f\u4fee\u6b63\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>appsscript.json\u30d5\u30a1\u30a4\u30eb\u3092\u9078\u629e\u3057\u3001oauthScopes\u306e\u8a18\u8ff0\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-luxe-blocks-syntaxhighlighter line-numbers language-json\"><code class=\"language-json\">{\n  \"timeZone\": \"Etc\/GMT-9\",\n  \"dependencies\": {},\n  \"exceptionLogging\": \"STACKDRIVER\",\n  \"oauthScopes\": [\n    \"https:\/\/www.googleapis.com\/auth\/script.external_request\",\n    \"https:\/\/www.googleapis.com\/auth\/cloud-platform\"\n  ],\n  \"runtimeVersion\": \"V8\"\n}<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"414\" src=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_003.jpg\" alt=\"VertexAI\u306eAPI\u3092Google Apps Script(GAS)\u3067\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u30de\u30cb\u30e5\u30d5\u30a7\u30b9\u30c8\u30d5\u30a1\u30a4\u30ebappsscript.json\u3092\u4fee\u6b63\" class=\"wp-image-8021\" srcset=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_003.jpg 800w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_003-300x155.jpg 300w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_003-768x397.jpg 768w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_003-530x274.jpg 530w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_003-565x292.jpg 565w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_003-710x367.jpg 710w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_003-725x375.jpg 725w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u203bappsscript.json\u304c\u8868\u793a\u3055\u308c\u306a\u3044\u5834\u5408\u306f\u5de6\u30e1\u30cb\u30e5\u30fc\u306e\u300c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8a2d\u5b9a\u300d\u304b\u3089\u30de\u30cb\u30e5\u30d5\u30a7\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3092\u8868\u793a\u3059\u308b\u306b\u30c1\u30a7\u30c3\u30af\u3092\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"423\" src=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230724_auto_011.jpg\" alt=\"Google Apps Script(GAS)\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u30a8\u30c7\u30a3\u30bf\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8a2d\u5b9a\u304b\u3089\u300c\u300cappsscript.json\u300d\u30de\u30cb\u30d5\u30a7\u30b9\u30c8 \u30d5\u30a1\u30a4\u30eb\u3092\u30a8\u30c7\u30a3\u30bf\u3067\u8868\u793a\u3059\u308b\u300d\u306b\u30c1\u30a7\u30c3\u30af\" class=\"wp-image-8004\" srcset=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230724_auto_011.jpg 800w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230724_auto_011-300x159.jpg 300w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230724_auto_011-768x406.jpg 768w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230724_auto_011-530x280.jpg 530w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230724_auto_011-565x299.jpg 565w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230724_auto_011-710x375.jpg 710w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230724_auto_011-725x383.jpg 725w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>Bard\u306eLINE\u30dc\u30c3\u30c8\u3092\u7a3c\u50cd\u3055\u305b\u308b\u305f\u3081\u306eGAS\u30b3\u30fc\u30c9\u306e\u6e96\u5099\u306f\u4ee5\u4e0a\u3067\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">GAS\u30b3\u30fc\u30c9\u306e\u30c7\u30d7\u30ed\u30a4<\/h2>\n\n\n\n<p>Google Apps Script(GAS)\u3067LINE\u30dc\u30c3\u30c8\u306e\u30b3\u30fc\u30c9\u304c\u7528\u610f\u3067\u304d\u305f\u3089\u3001\u30c7\u30d7\u30ed\u30a4\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>GAS\u306e\u30c7\u30d7\u30ed\u30a4\u3092\u884c\u3046\u3068URL\u304c\u767a\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>LINE Messaging API\u306eWebhook\u306bURL\u3092\u30bb\u30c3\u30c8\u3059\u308b\u3053\u3068\u3067\u3001LINE bot\u306b\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u6295\u7a3f\u3055\u308c\u305f\u969b\u306bGAS\u306e\u51e6\u7406\u304c\u5b9f\u884c\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\uff11\uff0eGAS\u30b9\u30af\u30ea\u30d7\u30c8\u30a8\u30c7\u30a3\u30bf\u306e\u53f3\u4e0a\u306b\u3042\u308b\u300c\u30c7\u30d7\u30ed\u30a4\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u300c\u65b0\u3057\u3044\u30c7\u30d7\u30ed\u30a4\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"422\" src=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_004.jpg\" alt=\"VertexAI\u306eAPI\u3092\u4f7f\u3044\u3001Bard\u306e\u3088\u3046\u306a\u5fdc\u7b54\u304c\u3067\u304d\u308bLINE bot\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u3001Google Apps Script(GAS)\u306e\u30c7\u30d7\u30ed\u30a4\u3092\u65b0\u898f\u4f5c\u6210\" class=\"wp-image-8022\" srcset=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_004.jpg 800w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_004-300x158.jpg 300w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_004-768x405.jpg 768w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_004-530x280.jpg 530w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_004-565x298.jpg 565w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_004-710x375.jpg 710w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_004-725x382.jpg 725w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\uff12\uff0e\u65b0\u3057\u3044\u30c7\u30d7\u30ed\u30a4\u306e\u753b\u9762\u3067\u6b6f\u8eca\u30a2\u30a4\u30b3\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u300c\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"409\" src=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_005.jpg\" alt=\"GAS\u306e\u65b0\u3057\u3044\u30c7\u30d7\u30ed\u30a4\u753b\u9762\u3067\u6b6f\u8eca\u30a2\u30a4\u30b3\u30f3\u3067\u300c\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u300d\u3092\u9078\u629e\" class=\"wp-image-8023\" srcset=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_005.jpg 800w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_005-300x153.jpg 300w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_005-768x393.jpg 768w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_005-530x271.jpg 530w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_005-565x289.jpg 565w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_005-710x363.jpg 710w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_005-725x371.jpg 725w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\uff13\uff0e\u6b21\u306e\u30e6\u30fc\u30b6\u30fc\u3068\u3057\u3066\u5b9f\u884c\u3092\u300c\u81ea\u5206\u300d\u3001\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u30e6\u30fc\u30b6\u30fc\u3092\u300c\u5168\u54e1\u300d\u3068\u3057\u3066\u3001\u300c\u30c7\u30d7\u30ed\u30a4\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"410\" src=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_006.jpg\" alt=\"GAS\u306e\u30c7\u30d7\u30ed\u30a4\u3092\u5b9f\u884c\u30e6\u30fc\u30b6\u30fc\u306f\u81ea\u5206\u3001\u5b9f\u884c\u6a29\u9650\u306f\u5168\u54e1\u3092\u8a2d\u5b9a\u3057\u3001\u30c7\u30d7\u30ed\u30a4\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\" class=\"wp-image-8024\" srcset=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_006.jpg 800w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_006-300x154.jpg 300w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_006-768x394.jpg 768w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_006-530x272.jpg 530w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_006-565x290.jpg 565w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_006-710x364.jpg 710w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_006-725x372.jpg 725w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\uff14\uff0e\u521d\u56de\u30c7\u30d7\u30ed\u30a4\u6642\u306b\u306f\u30a2\u30af\u30bb\u30b9\u8a31\u53ef\u304c\u6c42\u3081\u3089\u308c\u308b\u306e\u3067\u3001\u300c\u30a2\u30af\u30bb\u30b9\u306e\u627f\u8a8d\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"410\" src=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_007.jpg\" alt=\"GAS\u306e\u521d\u56de\u30c7\u30d7\u30ed\u30a4\u6642\u306f\u8a8d\u8a3c\u304c\u6c42\u3081\u3089\u308c\u308b\u305f\u3081\u3001\u627f\u8a8d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\" class=\"wp-image-8025\" srcset=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_007.jpg 800w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_007-300x154.jpg 300w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_007-768x394.jpg 768w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_007-530x272.jpg 530w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_007-565x290.jpg 565w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_007-710x364.jpg 710w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_007-725x372.jpg 725w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\uff15\uff0eGAS\u306e\u521d\u56de\u8a8d\u8a3c\u306e\u89e3\u8aac\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u305fGAS\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8a31\u53ef\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-autoworker-google-apps-script-gas-sikuli wp-block-embed-autoworker-google-apps-script-gas-sikuli\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"ToVYxePmbL\"><a href=\"https:\/\/auto-worker.com\/blog\/?p=609\">Google Apps Script(GAS)\u5165\u9580 \u521d\u56de\u30b3\u30fc\u30c9\u5b9f\u884c\u6642\u306e\u627f\u8a8d\u30fb\u8a31\u53ef\u65b9\u6cd5\u3092\u89e3\u8aac\u3010\u56f3\u8aac\u3011<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;Google Apps Script(GAS)\u5165\u9580 \u521d\u56de\u30b3\u30fc\u30c9\u5b9f\u884c\u6642\u306e\u627f\u8a8d\u30fb\u8a31\u53ef\u65b9\u6cd5\u3092\u89e3\u8aac\u3010\u56f3\u8aac\u3011&#8221; &#8212; AutoWorker\u301cGoogle Apps Script(GAS)\u3068Sikuli\u3067\u59cb\u3081\u308b\u696d\u52d9\u6539\u5584\u5165\u9580\" src=\"https:\/\/auto-worker.com\/blog\/?p=609&#038;embed=true#?secret=FSkdm8rc24#?secret=ToVYxePmbL\" data-secret=\"ToVYxePmbL\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u4ee5\u4e0a\u3067GAS\u306e\u30c7\u30d7\u30ed\u30a4\u304c\u5b8c\u4e86\u3057\u3001\u4ee5\u4e0b\u306e\u753b\u50cf\u306e\u3088\u3046\u306bURL\u304c\u767a\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"410\" src=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_008.jpg\" alt=\"GAS\u306e\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30d7\u30ed\u30a4\u306b\u6210\u529f\u3059\u308b\u3068\u3001URL\u304c\u767a\u884c\" class=\"wp-image-8026\" srcset=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_008.jpg 800w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_008-300x154.jpg 300w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_008-768x394.jpg 768w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_008-530x272.jpg 530w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_008-565x290.jpg 565w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_008-710x364.jpg 710w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_008-725x372.jpg 725w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u767a\u884c\u3055\u308c\u305fURL\u3092\u30b3\u30d4\u30fc\u3057\u3066LINE Messaging API\u306b\u8a2d\u5b9a\u3059\u308b\u3068\u3001LINE 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alt=\"Bard\u3068\u306e\u5fdc\u7b54\u304c\u697d\u3057\u3081\u308bLINE bot\u306e\u304a\u53cb\u3060\u3061\u8ffd\u52a0QR\u30b3\u30fc\u30c9\" class=\"wp-image-8027\" srcset=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_009.jpg 400w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_009-300x300.jpg 300w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_009-150x150.jpg 150w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_009-75x75.jpg 75w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_009-100x100.jpg 100w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/line.me\/R\/ti\/p\/%40661mdbwe\">https:\/\/line.me\/R\/ti\/p\/%40661mdbwe<\/a><\/p>\n\n\n\n<p>\u4e0a\u8a18\u306eQR\u30b3\u30fc\u30c9\u307e\u305f\u306f\u304a\u53cb\u3060\u3061\u8ffd\u52a0\u306eURL\u304b\u3089LINE 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https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_010-330x725.jpg 330w\" sizes=\"auto, (max-width: 364px) 100vw, 364px\" \/><\/figure>\n\n\n\n<p>\u300c\u8ffd\u52a0\u300d\u30dc\u30bf\u30f3\u3092\u9078\u629e\u3057\u3066\u53cb\u3060\u3061\u8ffd\u52a0\u3057\u3001LINE\u30c8\u30fc\u30af\u753b\u9762\u306b\u79fb\u52d5\u3057\u3066Bard\u306b\u805e\u304d\u305f\u3044\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u6295\u7a3f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"364\" height=\"800\" src=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_012.jpg\" alt=\"Google Apps Script(GAS)\u3067\u958b\u767a\u3057\u305fBard\u306eLINE bot\u304b\u3089\u306e\u5fdc\u7b54\u30e1\u30c3\u30bb\u30fc\u30b8\" class=\"wp-image-8033\" srcset=\"https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_012.jpg 364w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_012-137x300.jpg 137w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_012-241x530.jpg 241w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_012-257x565.jpg 257w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_012-323x710.jpg 323w, https:\/\/auto-worker.com\/blog\/wp-content\/uploads\/2023\/07\/20230728_auto_012-330x725.jpg 330w\" sizes=\"auto, (max-width: 364px) 100vw, 364px\" \/><\/figure>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306bGoogle Apps Script(GAS)\u3092\u7528\u3044\u3066\u3001VertexAI\u306eAPI\u3068LINE Messaging API\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001Bard\u3068\u540c\u3058\u3088\u3046\u306a\u5fdc\u7b54\u3092\u697d\u3057\u3081\u308bLINE bot\u304c\u958b\u767a\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h2 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