{"id":26105,"date":"2024-06-19T16:22:39","date_gmt":"2024-06-19T07:22:39","guid":{"rendered":"https:\/\/www.skyarch.net\/blog\/?p=26105"},"modified":"2024-06-19T16:22:39","modified_gmt":"2024-06-19T07:22:39","slug":"amazon-transcribe-%e3%81%a8-amazon-comprehend-%e3%81%a7%e7%96%91%e4%bc%bc%e8%ad%b0%e4%ba%8b%e9%8c%b2%e3%82%92%e4%bd%9c%e6%88%90%e3%81%99%e3%82%8b","status":"publish","type":"post","link":"https:\/\/www.skyarch.net\/blog\/amazon-transcribe-%e3%81%a8-amazon-comprehend-%e3%81%a7%e7%96%91%e4%bc%bc%e8%ad%b0%e4%ba%8b%e9%8c%b2%e3%82%92%e4%bd%9c%e6%88%90%e3%81%99%e3%82%8b\/","title":{"rendered":"Amazon Transcribe \u3068 Amazon Comprehend \u3067&#8221;\u7591\u4f3c&#8221;\u8b70\u4e8b\u9332\u3092\u4f5c\u6210\u3059\u308b"},"content":{"rendered":"<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>Amazon Transcribe \u3068 Amazon Comprehend \u3092\u4f7f\u7528\u3057\u3066\u3001\u4f1a\u8b70\u306e\u7591\u4f3c\u7684\u306a\u8b70\u4e8b\u9332\u3092\u4f5c\u6210\u3057\u3066\u307f\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306e\u691c\u8a3c\u3092\u3059\u308b\u306b\u3042\u305f\u308a\u3001\u7528\u610f\u3059\u308b\u3082\u306e\u306f\u4ee5\u4e0b\u306e\u4e00\u70b9\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u4f1a\u8b70\u306e\u97f3\u58f0\u30c7\u30fc\u30bf\n<ul>\n<li>\u5bfe\u9762\u3067\u306e\u30aa\u30d5\u30e9\u30a4\u30f3\u4f1a\u8b70\u3067\u3042\u308c\u3070\u30ec\u30b3\u30fc\u30c0\u30fc\u3092\u7528\u3044\u3001zoom \u7b49\u30aa\u30f3\u30e9\u30a4\u30f3\u4f1a\u8b70\u3067\u3042\u308c\u3070\u4f1a\u8b70\u5168\u4f53\u3092\u9332\u753b\u3057\u3066\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u306b\u5909\u63db\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u6b21\u306b\u3001\u4eca\u56de\u4f7f\u7528\u3059\u308b\u5404\u30b5\u30fc\u30d3\u30b9\u306e\u6982\u8981\u3067\u3059\u3002<\/p>\n<h3>Amazon Transcribe<\/h3>\n<p>AWS \u304c\u63d0\u4f9b\u3059\u308b\u81ea\u52d5\u97f3\u58f0\u8a8d\u8b58\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u97f3\u58f0\u3092\u89e3\u6790\u3057\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3068\u3057\u3066\u51fa\u529b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u8a71\u8005\u3054\u3068\u306b\u30e9\u30d9\u30eb\u3092\u8a2d\u3051\u305f\u308a\u3001\u6a5f\u5bc6\u60c5\u5831\u304c\u3042\u308b\u5834\u5408\u306f\u30de\u30b9\u30ad\u30f3\u30b0\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h3>Amazon Comprehend<\/h3>\n<p>AWS \u304c\u63d0\u4f9b\u3059\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u69cb\u6587\u89e3\u6790\u3084\u30ad\u30fc\u30d5\u30ec\u30fc\u30ba\u62bd\u51fa\u3001\u8a00\u8a9e\u89e3\u6790\u3084\u611f\u60c5\u5206\u6790\u7b49\u3001\u591a\u69d8\u306a\u6a5f\u80fd\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u624b\u9806<\/h2>\n<h3>1. \u4f1a\u8b70\u306e\u97f3\u58f0\u30c7\u30fc\u30bf\u3092 S3 \u3078\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b<\/h3>\n<p>\u5b9f\u969b\u306e\u4f1a\u8b70\u306e\u97f3\u58f0\u306f\u4f7f\u7528\u3067\u304d\u306a\u3044\u306e\u3067\u3001\u4eca\u56de\u306f Amazon Polly \u3068\u3044\u3046\u30c6\u30ad\u30b9\u30c8\u8aad\u307f\u4e0a\u3052\u6a5f\u80fd\u3092\u99c6\u4f7f\u3057\u3001\u305d\u308c\u3063\u307d\u3044\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<br \/>\n\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u5f8c\u3001\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u306e URI \u306f\u5f8c\u3005\u4f7f\u3046\u306e\u3067\u3001\u30e1\u30e2\u3068\u3057\u3066\u63a7\u3048\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_22h11_17.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-26418\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_22h11_17-1024x554.png\" alt=\"S3\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u753b\u9762\" width=\"728\" height=\"394\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_22h11_17-1024x554.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_22h11_17-300x162.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_22h11_17-768x416.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_22h11_17-1536x831.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_22h11_17-728x394.png 728w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_22h11_17.png 1558w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/a>\n<h3>2. Amazon Transcribe \u3067\u30b8\u30e7\u30d6\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n<p>Amazon Transcribe \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u753b\u9762\u3078\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<br \/>\n\u5de6\u306e\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u300c\u30c8\u30e9\u30f3\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30b8\u30e7\u30d6\u300d\u3092\u9078\u629e\u3057\u3001\u300c\u30b8\u30e7\u30d6\u3092\u4f5c\u6210\u300d\u3092\u62bc\u4e0b\u3057\u3066\u8a2d\u5b9a\u3078\u3068\u9032\u307f\u307e\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_15h48_28.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-26327 size-large\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_15h48_28-1024x229.png\" alt=\"\" width=\"728\" height=\"163\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_15h48_28-1024x229.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_15h48_28-300x67.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_15h48_28-768x172.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_15h48_28-1536x343.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_15h48_28-2048x458.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_15h48_28-728x163.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/a>\n<p>\u30b8\u30e7\u30d6\u306e\u8a2d\u5b9a\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/791d5c15f0fcd81fe53d0f9a5ff4c01a.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-26329 size-large\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/791d5c15f0fcd81fe53d0f9a5ff4c01a-773x1024.png\" alt=\"\" width=\"728\" height=\"964\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/791d5c15f0fcd81fe53d0f9a5ff4c01a-773x1024.png 773w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/791d5c15f0fcd81fe53d0f9a5ff4c01a-226x300.png 226w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/791d5c15f0fcd81fe53d0f9a5ff4c01a-768x1018.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/791d5c15f0fcd81fe53d0f9a5ff4c01a-1159x1536.png 1159w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/791d5c15f0fcd81fe53d0f9a5ff4c01a-728x965.png 728w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/791d5c15f0fcd81fe53d0f9a5ff4c01a.png 1228w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/a>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/ee0350805cb4587cc3af764edb3b335a.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-26330 size-large\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/ee0350805cb4587cc3af764edb3b335a-1024x857.png\" alt=\"\" width=\"728\" height=\"609\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/ee0350805cb4587cc3af764edb3b335a-1024x857.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/ee0350805cb4587cc3af764edb3b335a-300x251.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/ee0350805cb4587cc3af764edb3b335a-768x643.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/ee0350805cb4587cc3af764edb3b335a-728x609.png 728w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/ee0350805cb4587cc3af764edb3b335a.png 1213w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/a>\n<ul>\n<li>\u540d\u524d\n<ul>\n<li>\u4efb\u610f\u3067\u3059\u3002\u308f\u304b\u308a\u3084\u3059\u3044\u3082\u306e\u3092\u4ed8\u3051\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u8a00\u8a9e\u8a2d\u5b9a\n<ul>\n<li>\u81ea\u52d5\u8b58\u5225\u3082\u4f7f\u7528\u3067\u304d\u307e\u3059\u304c\u3001\u4eca\u56de\u306f\u8a00\u8a9e\u304c\u308f\u304b\u3063\u3066\u3044\u308b\u306e\u3067\u300c\u7279\u5b9a\u306e\u8a00\u8a9e\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u8a00\u8a9e\n<ul>\n<li>\u300c\u65e5\u672c\u8a9e\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\n<ul>\n<li>\u300c\u4e00\u822c\u7684\u306a\u30e2\u30c7\u30eb\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5165\u529b\u30c7\u30fc\u30bf\n<ul>\n<li>\u5148\u307b\u3069\u30e1\u30e2\u3057\u305f\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u306e URI \u3092\u5165\u529b\u3057\u307e\u3059\u3002\u307e\u305f\u306f\u300cBrowse S3\u300d\u3067\u76f4\u63a5\u30d5\u30a1\u30a4\u30eb\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u51fa\u529b\u30c7\u30fc\u30bf\n<ul>\n<li>\u97f3\u58f0\u306e\u89e3\u6790\u7d50\u679c\u3092\u683c\u7d0d\u3059\u308b\u30d0\u30b1\u30c3\u30c8\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u3069\u3061\u3089\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\u304c\u300c\u30b5\u30fc\u30d3\u30b9\u30de\u30cd\u30fc\u30b8\u30c9S3\u30d0\u30b1\u30c3\u30c8\u300d\u3092\u9078\u629e\u3057\u305f\u5834\u5408\u306f\u6709\u52b9\u671f\u9650\u5207\u308c\u306b\u306a\u308b\u3068\u30d5\u30a1\u30a4\u30eb\u304c\u524a\u9664\u3055\u308c\u308b\u305f\u3081\u3001\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u30bf\u30b0\n<ul>\n<li>\u4efb\u610f\u3067\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u3053\u3053\u307e\u3067\u5165\u529b\u3057\u305f\u3089\u300c\u6b21\u3078\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2ada41d23707a00892df3b2b80816ccc.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-26331 size-large\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2ada41d23707a00892df3b2b80816ccc-794x1024.png\" alt=\"\" width=\"728\" height=\"939\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2ada41d23707a00892df3b2b80816ccc-794x1024.png 794w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2ada41d23707a00892df3b2b80816ccc-233x300.png 233w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2ada41d23707a00892df3b2b80816ccc-768x990.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2ada41d23707a00892df3b2b80816ccc-1191x1536.png 1191w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2ada41d23707a00892df3b2b80816ccc-728x939.png 728w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2ada41d23707a00892df3b2b80816ccc.png 1213w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/a>\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u97f3\u58f0\u8b58\u5225\n<ul>\n<li>\u4f1a\u8b70\u306e\u53c2\u52a0\u4eba\u6570\u304c\u308f\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u97f3\u58f0\u8b58\u5225\u3092\u5229\u7528\u3057\u3066\u8a71\u8005\u306e\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u3092\u884c\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5b9f\u884c\u7d50\u679c\u306b\u8a71\u8005\u3054\u3068\u306e\u5024\u3092\u6301\u305f\u305b\u3001\u533a\u5225\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u4eca\u56de\u306f3\u4eba\u3067\u4f1a\u8a71\u3092\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u306e\u3067\u300c3\u300d\u3067\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u4eca\u56de\u306f\u691c\u8a3c\u306a\u306e\u3067\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u304f\u8a2d\u5b9a\u3084\u3001\u7279\u5b9a\u306e\u60c5\u5831\u306b\u5bfe\u3059\u308b\u30de\u30b9\u30ad\u30f3\u30b0\u306f\u884c\u3063\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u6c17\u5bc6\u6027\u306e\u9ad8\u3044\u4f1a\u8b70\u3067\u306f\u5229\u7528\u3057\u3066\u307f\u308b\u306e\u3082\u826f\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<br \/>\n\u3059\u3079\u3066\u5165\u529b\u51fa\u6765\u305f\u3089\u300c\u30b8\u30e7\u30d6\u3092\u4f5c\u6210\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<p>\u30b9\u30c6\u30fc\u30bf\u30b9\u304c\u5b8c\u4e86\u306b\u306a\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u7d50\u679c\u304c\u95b2\u89a7\u3067\u304d\u307e\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h19_54.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-26332 size-large\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h19_54-730x1024.png\" alt=\"\u30c8\u30e9\u30f3\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u306e\u7d50\u679c\u3067\u3059\u3002\" width=\"728\" height=\"1021\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h19_54-730x1024.png 730w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h19_54-214x300.png 214w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h19_54-768x1077.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h19_54-1095x1536.png 1095w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h19_54-728x1021.png 728w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h19_54.png 1275w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/a>\n<p>\u51fa\u529b\u30c7\u30fc\u30bf\u306e\u5834\u6240\u3092\u300c\u30b5\u30fc\u30d3\u30b9\u30de\u30cd\u30fc\u30b8\u30c9 S3 \u30d0\u30b1\u30c3\u30c8\u300d\u306b\u3057\u3066\u3044\u305f\u5834\u5408\u306e\u307f\u3001\u30c8\u30e9\u30f3\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u306e\u30d7\u30ec\u30d3\u30e5\u30fc\u3067\u97f3\u58f0\u30c7\u30fc\u30bf\u306e\u6587\u5b57\u8d77\u3053\u3057\u306e\u4ed6\u3001\u97f3\u58f0\u8b58\u5225\u306e\u7d50\u679c\u3084\u5b57\u5e55\u3092\u95b2\u89a7\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h24_16.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-26333\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h24_16-1024x642.png\" alt=\"\u97f3\u58f0\u8b58\u5225\u306e\u7d50\u679c\u3067\u3059\u3002\" width=\"728\" height=\"456\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h24_16-1024x642.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h24_16-300x188.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h24_16-768x481.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h24_16-728x456.png 728w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/05\/2024-05-22_16h24_16.png 1510w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/a>\n<p>\u5358\u8a9e\u306e\u8b58\u5225\u3084\u8a71\u8005\u306e\u533a\u5225\u306b\u3064\u3044\u3066\u306f\u5c11\u3005\u8aa4\u308a\u304c\u898b\u3089\u308c\u307e\u3059\u304c\u3001\u5185\u5bb9\u3068\u3057\u3066\u306f\u5341\u5206\u306b\u4f7f\u3048\u308b\u7a0b\u5ea6\u306e\u5dee\u7570\u304b\u306a\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u203b\u4eca\u56de\u306f\u5358\u8a9e\u3092\u4e01\u5be7\u306b\u767a\u97f3\u3057\u3064\u3064\u30cf\u30ad\u30cf\u30ad\u3068\u558b\u3063\u3066\u304f\u308c\u308b\u4eba\u5de5\u97f3\u58f0\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u5b9f\u969b\u306e\u4eba\u9593\u306e\u58f0\u3092\u4f7f\u3046\u3068\u7d50\u679c\u304c\u7570\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u6b21\u304b\u3089\u306f\u3001\u4e0a\u8a18\u306e\u5206\u6790\u7d50\u679c\u3092\u4f7f\u7528\u3057\u3066\u8b70\u4e8b\u9332\u3092\u4f5c\u3063\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h3>3. Lambda \u3092\u4f7f\u7528\u3057\u3066\u8b70\u4e8b\u9332\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n<p>Lambda \u95a2\u6570\u3092\u4f5c\u6210\u3059\u308b\u524d\u306b\u3001\u51fa\u529b\u30c7\u30fc\u30bf\u306e\u5834\u6240\u3092\u300c\u30b5\u30fc\u30d3\u30b9\u30de\u30cd\u30fc\u30b8\u30c9 S3 \u30d0\u30b1\u30c3\u30c8\u300d\u306b\u3057\u3066\u3044\u305f\u5834\u5408\u306f\u300c\u30c8\u30e9\u30f3\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u306e\u30d7\u30ec\u30d3\u30e5\u30fc\u300d\u304b\u3089\u5b9f\u884c\u7d50\u679c\u306e JSON \u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u4efb\u610f\u306e\u30d0\u30b1\u30c3\u30c8\u306b\u683c\u7d0d\u3057\u3066\u304a\u304d\u307e\u3059\u3002<br \/>\n\u203b\u51fa\u529b\u30c7\u30fc\u30bf\u3067\u3042\u3089\u304b\u3058\u3081\u30d0\u30b1\u30c3\u30c8\u3092\u6307\u5b9a\u3057\u3066\u3044\u305f\u5834\u5408\u3001\u3053\u306e\u4f5c\u696d\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u95a2\u6570\u4f5c\u6210\u5f8c\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u307e\u3059\u3002<br \/>\n\u30e9\u30f3\u30bf\u30a4\u30e0\u306f Python 3.12 \u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"\">import json\nimport boto3\nfrom collections import Counter\n# \u5909\u6570\ns3_bucket = '\u51fa\u529b\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u30d0\u30b1\u30c3\u30c8\u540d'\ns3_key = '\u51fa\u529b\u30c7\u30fc\u30bf\u306e\u30d7\u30ec\u30d5\u30a3\u30c3\u30af\u30b9'\nregion = 'ap-northeast-1'\nmain_language = 'ja'\nsub_language = 'en'\nencode = 'utf-8'\n# client\ns3_client = boto3.client('s3', region_name=region)\ncomprehend_client = boto3.client('comprehend', region_name=region)\ntranslate_client = boto3.client('translate', region_name=region)\n\ndef lambda_handler(event, context):\n    try:\n        # S3\u304b\u3089\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u53d6\u308b\n        response = s3_client.get_object(Bucket=s3_bucket, Key=s3_key)\n        file_content = response['Body'].read().decode('utf-8')\n        minutes_job = json.loads(file_content)\n        items = minutes_job['results']['items']\n\n        # \u8b70\u4e8b\u5185\u5bb9\u306e\u53d6\u5f97\n        transcript = minutes_job['results']['transcripts'][0]['transcript']\n        # \u65e5\u4ed8\u306e\u51e6\u7406\n        meeting_date = s3_client.head_object(Bucket=s3_bucket, Key=s3_key)\n        date_and_time = meeting_date['LastModified']\n        # \u53c2\u52a0\u8005\u306e\u51e6\u7406\n        participants = participants_function(transcript)\n        # \u8b70\u984c\u306e\u51e6\u7406\n        transcript_en = translate_en_function(transcript)\n        agenda = agenda_function(transcript_en)\n        # \u8b70\u4e8b\u306e\u51e6\u7406\n        contents = content_function(items)\n        # \u61f8\u5ff5\u4e8b\u9805\n        concern = concern_function(transcript)\n\n        # \u8b70\u4e8b\u9332\u4f5c\u6210\n        result_job = create_minutes_function(date_and_time,participants,agenda,contents,concern)\n\n        return {\n            'statusCode': 200,\n            'body': \"\u8b70\u4e8b\u9332\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\"\n        }\n    except Exception as e:\n        return {\n        'statusCode': 500,\n        'body': str(e)\n    }\n\n# \u53c2\u52a0\u8005\ndef participants_function(transcript):\n    # \u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5206\u6790\n    entities = comprehend_client.detect_entities(Text=transcript, LanguageCode=main_language)\n    unique_persons = set()\n    for entity in entities['Entities']:\n        # \u4eba\u540d\u3092\u62bd\u51fa\n        if entity['Type'] == 'PERSON':\n            unique_persons.add(entity['Text'])\n    participants_string = \", \".join(unique_persons)\n    return participants_string\n\n# \u8b70\u984c\ndef agenda_function(transcript):\n    # \u6587\u7ae0\u89e3\u6790\n    nouns = []\n    syntax = comprehend_client.detect_syntax(Text=transcript, LanguageCode=sub_language)\n    # \u983b\u51fa\u5358\u8a9e\u3092\u62bd\u51fa\n    for token in syntax['SyntaxTokens']:\n        if token['PartOfSpeech']['Tag'] == 'NOUN':\n            nouns_ja = translate_ja_function(token['Text'])\n            nouns.append(nouns_ja)\n    frequentl_aappearing_word = Counter(nouns).most_common(1)\n    agenda = frequentl_aappearing_word[0][0] if frequentl_aappearing_word else None\n    return agenda\n\n# \u61f8\u5ff5\u4e8b\u9805\ndef concern_function(transcript):\n    concern = []\n    key_phrases_response = comprehend_client.detect_key_phrases(Text=transcript, LanguageCode=main_language)\n    # \u30ad\u30fc\u30d5\u30ec\u30fc\u30ba\u3092\u53d6\u5f97\n    key_phrases = key_phrases_response['KeyPhrases']\n    key_phrases_text = [phrase['Text'] for phrase in key_phrases]\n\n    # \u30cd\u30ac\u30c6\u30a3\u30d6\u306a\u30d5\u30ec\u30fc\u30ba\u3092\u62bd\u51fa\n    for phrase in key_phrases_text:\n        sentiment = comprehend_client.detect_sentiment(Text=phrase, LanguageCode=main_language)\n        emotion = sentiment['Sentiment']\n        if emotion == \"NEGATIVE\":\n            concern.append(phrase)\n        matter_of_concern = \", \".join(concern)\n    return matter_of_concern\n\n# \u8b70\u4e8b\ndef content_function(items):\n    segmented_transcripts = []\n    current_segment = []\n    current_speaker = items[0]['speaker_label']\n\n    for item in items:\n        speaker = item['speaker_label']\n        content = item['alternatives'][0]['content']\n        if speaker != current_speaker:\n            # \u73fe\u5728\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u6587\u5b57\u5217\u306b\u7d50\u5408\u3057\u3066\u30ea\u30b9\u30c8\u306b\u8ffd\u52a0\n            segmented_transcripts.append(''.join(current_segment))\n            current_segment = []\n            current_speaker = speaker\n        current_segment.append(content)\n\n        # \u6700\u5f8c\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u8ffd\u52a0\n        if current_segment:\n            segmented_transcripts.append(''.join(current_segment))\n\n        # \u7d50\u679c\u3092\u8868\u793a\n        segmented_transcripts_text = '\\n'.join([f\" - {segment}\" for segment in segmented_transcripts])\n        return segmented_transcripts_text\n\n# \u82f1\u8a9e\u7ffb\u8a33\ndef translate_en_function(text):\n    response_en = translate_client.translate_text(\n        Text=text,\n        SourceLanguageCode='ja',\n        TargetLanguageCode='en'\n    )\n    translated_en_text = response_en['TranslatedText']\n    return translated_en_text\n\n# \u65e5\u672c\u8a9e\u7ffb\u8a33\ndef translate_ja_function(text):\n    response_ja = translate_client.translate_text(\n        Text=text,\n        SourceLanguageCode='en',\n        TargetLanguageCode='ja'\n    )\n    translated_ja_text = response_ja['TranslatedText']\n    return translated_ja_text\n\n# \u8b70\u4e8b\u9332\u4f5c\u6210\ndef create_minutes_function(date_and_time,participants,agenda,contents,concern):\n    content = f\"\"\"\n# \u8b70\u4e8b\u9332\n\n## \u65e5\u6642:\n{date_and_time}\n## \u53c2\u52a0\u8005:\n{participants}\n## \u8b70\u984c:\n{agenda}\n## \u8b70\u4e8b:\n{contents}\n## \u61f8\u5ff5\u4e8b\u9805:\n{concern}\n    \"\"\"\n    # \u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210\u3068\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\n    file_name = 'minutes\/minutes_' + agenda + '.md'\n    markdown_encode = content.encode(encode)\n    s3_client.put_object(Bucket=s3_bucket, Key=file_name, Body=markdown_encode)\n\n<\/pre>\n<p>\u30d0\u30b1\u30c3\u30c8\u304b\u3089\u51fa\u529b\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u53d6\u308a\u3001\u8b70\u4e8b\u9332\u306b\u5fc5\u8981\u306a\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u305f\u5f8c\u3001\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u65b9\u5f0f\u3067\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3001S3 \u306b\u914d\u7f6e\u3059\u308b\u3068\u3044\u3046\u4ed5\u7d44\u307f\u3067\u3059\u3002<br \/>\n\u51e6\u7406\u3092\u7c21\u5358\u306b\u8aac\u660e\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h4>\u65e5\u4ed8\u306e\u51e6\u7406<\/h4>\n<p>\u8b70\u4e8b\u9332\u306b\u8a18\u8f09\u3059\u308b\u65e5\u4ed8\u306e\u51e6\u7406\u3067\u3059\u3002\u4f1a\u8b70\u5f53\u65e5\u306b\u8b70\u4e8b\u9332\u3092\u4f5c\u6210\u3057\u3066\u3044\u308b\u3001\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001\u51fa\u529b\u30c7\u30fc\u30bf\u304c S3 \u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u305f\u65e5\u4ed8\u3092\u53d6\u5f97\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4>\u53c2\u52a0\u8005\u306e\u51e6\u7406<\/h4>\n<p>AWS Comprehend \u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5206\u6790\u3068\u3044\u3046\u6a5f\u80fd\u3092\u4f7f\u3044\u3001\u4f1a\u8b70\u5185\u5bb9\u304b\u3089\u300c\u4eba\u540d\u300d\u306e\u307f\u3092\u53d6\u5f97\u3057\u300c\u53c2\u52a0\u8005\u300d\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4>\u8b70\u984c\u306e\u51e6\u7406<\/h4>\n<p>AWS Comprehend \u306e\u69cb\u6587\u89e3\u6790\u3068\u3044\u3046\u6a5f\u80fd\u3092\u4f7f\u3044\u3001\u983b\u51fa\u3059\u308b\u5358\u8a9e\u3092\u7279\u5b9a\u3057\u3001\u8b70\u984c\u3068\u3057\u3066\u8b70\u4e8b\u9332\u306b\u8a18\u8f09\u3057\u307e\u3059\u3002\u3053\u3061\u3089\u306e\u6a5f\u80fd\u306f\u73fe\u6642\u70b9\u3067\u306f\u65e5\u672c\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u3001AWS Translate \u3092\u7528\u3044\u3066\u4e00\u5ea6\u6587\u7ae0\u3092\u82f1\u8a9e\u306b\u7ffb\u8a33\u3057\u305f\u5f8c\u306b\u51e6\u7406\u3092\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4>\u61f8\u5ff5\u4e8b\u9805\u306e\u51e6\u7406<\/h4>\n<p>AWS Comprehend \u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u62bd\u51fa\u3068\u3044\u3046\u6a5f\u80fd\u3092\u4f7f\u3044\u3001\u4f1a\u8b70\u5185\u5bb9\u304b\u3089\u3044\u304f\u3064\u304b\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002\u3055\u3089\u306b Comprehend \u3067\u305d\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u611f\u60c5\u3092\u5206\u6790\u3057\u3001\u30cd\u30ac\u30c6\u30a3\u30d6\u3068\u5224\u65ad\u3055\u308c\u305f\u5358\u8a9e\u3092\u61f8\u5ff5\u4e8b\u9805\u3068\u3057\u3066\u8b70\u4e8b\u9332\u306b\u8a18\u8f09\u3057\u307e\u3059\u3002<\/p>\n<h4>\u8b70\u4e8b\u306e\u51e6\u7406<\/h4>\n<p>\u4f1a\u8b70\u5185\u5bb9\u3092\u89e3\u6790\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u8a71\u8005\u304c\u8a71\u3057\u3066\u3044\u308b\u5185\u5bb9\u3054\u3068\u306b\u533a\u5206\u3092\u8a2d\u3051\u3001\u8b70\u4e8b\u3068\u3057\u3066\u8a18\u8f09\u3092\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u6a29\u9650\u306f\u95a2\u6570\u4f5c\u6210\u6642\u306b\u81ea\u52d5\u3067\u4ed8\u4e0e\u3055\u308c\u308b AWSLambdaBasicExecutionRole \u306b\u52a0\u3048\u3001\u4ee5\u4e0b\u4e09\u3064\u306e\u30ea\u30bd\u30fc\u30b9\u306b\u5bfe\u3059\u308b\u30a2\u30af\u30b7\u30e7\u30f3\u304c\u8a31\u53ef\u3055\u308c\u3066\u3044\u308c\u3070\u5927\u4e08\u592b\u3067\u3059\u3002<\/p>\n<ul>\n<li>S3<\/li>\n<li>AWS Comprehend<\/li>\n<li>AWS Translate<\/li>\n<\/ul>\n<p>\u3053\u3061\u3089\u306e\u95a2\u6570\u3092\u7528\u3044\u3001\u5b9f\u969b\u306b\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u65b9\u5f0f\u3067\u51fa\u529b\u3055\u308c\u305f\u8b70\u4e8b\u9332\u304c\u4ee5\u4e0b\u3067\u3059\u3002<\/p>\n<h3>4. \u8b70\u4e8b\u9332<\/h3>\n<h4><a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_23h04_18.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-26421\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_23h04_18-1024x695.png\" alt=\"\u8b70\u4e8b\u9332\" width=\"728\" height=\"494\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_23h04_18-1024x695.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_23h04_18-300x204.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_23h04_18-768x521.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_23h04_18-1536x1043.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_23h04_18-728x494.png 728w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/06\/2024-06-17_23h04_18.png 1539w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/a><\/h4>\n<p>\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u3002<br \/>\n\u305d\u308c\u3063\u307d\u3044\u4ed5\u4e0a\u304c\u308a\u306b\u306a\u3063\u3066\u3044\u308b\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u4f5c\u3063\u3066\u306f\u898b\u305f\u3082\u306e\u306e\u3001\u3053\u3061\u3089\u3092\u80f8\u3092\u5f35\u3063\u3066\u8b70\u4e8b\u9332\u3068\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u66f4\u306a\u308b\u6539\u826f\u304c\u5fc5\u8981\u305d\u3046\u3067\u3059\u3002<br \/>\n\u5c11\u3057\u8003\u3048\u308b\u3060\u3051\u3067\u3082\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u305f\u304f\u3055\u3093\u306e\u6539\u5584\u70b9\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u65e5\u4ed8\u306e\u878d\u901a\u304c\u5229\u304b\u306a\u3044<\/li>\n<li>\u4f1a\u8a71\u4e2d\u306b\u4eba\u540d\u304c\u51fa\u3066\u304d\u305f\u5834\u5408\u3001\u554f\u7b54\u7121\u7528\u3067\u53c2\u52a0\u8005\u3068\u3057\u3066\u8a8d\u8b58\u3055\u308c\u3066\u3057\u307e\u3046<\/li>\n<li>\u69cb\u6587\u89e3\u6790\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u539f\u6587\u3092\u7ffb\u8a33\u3092\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8b70\u984c\u304c\u5143\u3005\u306e\u30cb\u30e5\u30a2\u30f3\u30b9\u3068\u7570\u306a\u308b<\/li>\n<\/ul>\n<p>AWS Comprehend \u306e\u69cb\u6587\u89e3\u6790\u304c\u65e5\u672c\u8a9e\u306b\u5bfe\u5fdc\u3057\u305f\u969b\u306b\u306f\u3001\u307e\u305f\u624b\u3092\u52a0\u3048\u3066\"\u7591\u4f3c\"\u8b70\u4e8b\u9332\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u6700\u5f8c\u307e\u3067\u76ee\u3092\u901a\u3057\u3066\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b Amazon Transcribe \u3068 Amazon Comprehend \u3092\u4f7f\u7528\u3057\u3066\u3001\u4f1a\u8b70\u306e\u7591\u4f3c\u7684\u306a\u8b70\u4e8b\u9332\u3092\u4f5c\u6210\u3057\u3066\u307f\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002 \u4eca\u56de\u306e\u691c\u8a3c\u3092\u3059\u308b\u306b\u3042\u305f\u308a\u3001\u7528\u610f\u3059\u308b\u3082\u306e\u306f\u4ee5\u4e0b\u306e\u4e00\u70b9\u3067\u3059\u3002 \u4f1a\u8b70\u306e\u97f3\u58f0\u30c7\u30fc&#8230;<\/p>\n","protected":false},"author":219,"featured_media":26425,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_locale":"ja","_original_post":"https:\/\/www.skyarch.net\/blog\/?p=26105","footnotes":""},"categories":[1260,20],"tags":[],"class_list":{"0":"post-26105","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai","8":"category-aws","9":"ja"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/26105","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/users\/219"}],"replies":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/comments?post=26105"}],"version-history":[{"count":20,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/26105\/revisions"}],"predecessor-version":[{"id":26427,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/26105\/revisions\/26427"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/media\/26425"}],"wp:attachment":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/media?parent=26105"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/categories?post=26105"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/tags?post=26105"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}