{"id":26537,"date":"2024-07-17T12:14:55","date_gmt":"2024-07-17T03:14:55","guid":{"rendered":"https:\/\/www.skyarch.net\/blog\/?p=26537"},"modified":"2024-09-06T16:47:39","modified_gmt":"2024-09-06T07:47:39","slug":"claude%e3%82%92bedrock%e7%b5%8c%e7%94%b1%e3%81%a7%e5%88%a9%e7%94%a8%e3%81%97%e3%82%ab%e3%83%86%e3%82%b4%e3%83%aa%e5%88%86%e9%a1%9e%e3%83%bb%e7%b5%b1%e8%a8%88%e3%83%90%e3%83%83%e3%83%81%e3%82%92","status":"publish","type":"post","link":"https:\/\/www.skyarch.net\/blog\/claude%e3%82%92bedrock%e7%b5%8c%e7%94%b1%e3%81%a7%e5%88%a9%e7%94%a8%e3%81%97%e3%82%ab%e3%83%86%e3%82%b4%e3%83%aa%e5%88%86%e9%a1%9e%e3%83%bb%e7%b5%b1%e8%a8%88%e3%83%90%e3%83%83%e3%83%81%e3%82%92\/","title":{"rendered":"Claude\u3092Bedrock\u7d4c\u7531\u3067\u5229\u7528\u3057\u30ab\u30c6\u30b4\u30ea\u5206\u985e\u30fb\u7d71\u8a08\u30d0\u30c3\u30c1\u3092\u30b5\u30fc\u30d0\u30ec\u30b9\u3067\u5b9f\u65bd\u3057\u3066\u307f\u308b"},"content":{"rendered":"<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>\u793e\u5185\u3067\u5229\u7528\u3057\u3066\u3044\u308b\u3001\u5404\u7a2e\u751f\u6210AI\u30e2\u30c7\u30eb\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u30c4\u30fc\u30eb\u306e\u4f1a\u8a71\u5c65\u6b74\u3092\u5143\u306b\u3069\u306e\u3088\u3046\u306a\u30ab\u30c6\u30b4\u30ea\u3067\u306e\u5229\u7528\u304c\u3055\u308c\u3066\u3044\u308b\u304b\u3001\u307e\u305f\u751f\u6210AI\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u30b9\u30b3\u30a2\u3092\u7d71\u8a08\u3068\u3057\u3066\u51fa\u529b\u3059\u308b\u305f\u3081\u306b\u3001\u30d0\u30c3\u30c1\u3092\u7d44\u307f\u3057\u3070\u3089\u304f\u904b\u7528\u3057\u3066\u307f\u305f\u306e\u3067\u3001\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n<h2>\u76ee\u6b21<\/h2>\n<ul>\n<li><a href=\"#overview\">\u69cb\u6210\u306e\u6982\u8981<\/a><\/li>\n<li><a href=\"#genaicost\">\u751f\u6210AI\u8cbb\u7528\u306b\u3064\u3044\u3066<\/a><\/li>\n<li><a href=\"#detail\">\u8a73\u7d30<\/a><\/li>\n<li><a href=\"#matome\">\u307e\u3068\u3081<\/a><\/li>\n<\/ul>\n<h2>\u69cb\u6210\u306e\u6982\u8981 <a id=overview><\/a><\/h2>\n<h3>\u7d71\u8a08\u30d0\u30c3\u30c1<\/h3>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview01.png\"><img decoding=\"async\" class=\"alignnone size-large wp-image-26541\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview01-1024x450.png\" alt=\"\" width=\"1024\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview01-1024x450.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview01-300x132.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview01-768x338.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview01-1536x675.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview01-2048x901.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview01-728x320.png 728w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a>\n<p>Lambda\u3092EventBridge\u3067\u5b9a\u671f\u7684\u306b\u8d77\u52d5\u3057\u3001\u672a\u8a55\u4fa1\u30ec\u30b3\u30fc\u30c9\u3092\u691c\u7d22\u3057\u8a55\u4fa1\u7d50\u679c\u3092\u540c\u3058\u30ec\u30b3\u30fc\u30c9\u306b\u9805\u76ee\u8ffd\u52a0\u3057\u307e\u3059\u3002<br \/>\nDynamoDB\u30ec\u30b3\u30fc\u30c9\u306e\u5185\u5bb9\u306b\u3064\u3044\u3066\u306f\u8d85\u7c21\u7565\u3067\u3059\u304c\u3001\u30a4\u30e1\u30fc\u30b8\u307e\u3067\u306b\u3002<\/p>\n<h3>\u7d71\u8a08\u78ba\u8a8d\u30fb\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/h3>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/skychat-dashboard.png\"><img decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/skychat-dashboard-1024x541.png\" alt=\"\" \/><\/a>\n<p>DynamoDB\u3092S3\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u3001Athena\u3067\u30af\u30a8\u30ea\u3092\u5b9f\u65bd\u3059\u308b\u4e8b\u3067\u7d71\u8a08\u78ba\u8a8d\u3092\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u8cbb\u7528\u306b\u3064\u3044\u3066 <a id=genaicost><\/a><\/h2>\n<p>AWS\u5185\u90e8\u3067\u5b8c\u7d50\u3057\u305f\u304b\u3063\u305f\u306e\u3067\u3001\u57fa\u672c\u65b9\u91dd\u3068\u3057\u3066\u306fBedrock\u5229\u7528\u3067\u3059\u304c\u3001\u5ff5\u306e\u70ba\u8cbb\u7528\u3092\u78ba\u8a8d\u3057\u307e\u3057\u305f\u3002<br \/>\n\u4eca\u56de\u306e\u30b1\u30fc\u30b9\u3067\u306f\u5165\u529bToken\u306f\u3068\u3066\u3082\u591a\u3044\u3067\u3059\u304c\u3001\u51fa\u529bToken\u306f\u3068\u3066\u3082\u5c11\u306a\u3044\u305f\u3081\u3001\u5165\u529bToken\u8cbb\u7528\u53ca\u3073\u51fa\u529b\u7d50\u679c\uff08\u54c1\u8cea\uff09\u3092\u610f\u8b58\u3057\u4e0b\u8a182\u3064\u3067\u6bd4\u3079\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p>2024\/7\/17\u73fe\u5728<\/p>\n<h3>gpt-3.5-turbo-0125<\/h3>\n<ul>\n<li>Input $0.00050 \/ 1K (Batch API\u3060\u306824\u6642\u9593\u4ee5\u5185\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u8fd4\u5374\u306750% Off)<\/li>\n<li>Output $0.00150 \/ 1K (Batch API\u3060\u306824\u6642\u9593\u4ee5\u5185\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u8fd4\u5374\u306750% Off)<br \/>\n<h3>Claude 3 Haiku<\/h3>\n<\/li>\n<li>Input $0.00025 \/ 1K<\/li>\n<li>Output $0.00125 \/ 1K<\/li>\n<\/ul>\n<h3>\u7b97\u51fa\u3059\u308b\u305f\u3081\u306e\u53c2\u8003\u30ea\u30f3\u30af<\/h3>\n<p>OpenAI\u793e Tokenizer<br \/>\n\u5229\u7528\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8+\u554f\u3044\u5408\u308f\u305b\u308b\u6587\u7ae0\u3067\u3069\u308c\u304f\u3089\u3044\u306eToken\u6570\u6d88\u8cbb\u4e88\u5b9a\u3068\u306a\u308b\u304b\u898b\u901a\u3057\u3092\u3064\u3051\u308b<br \/>\n<a href=\"https:\/\/platform.openai.com\/tokenizer\" target=\"_blank\" rel=\"noopener\"><a href=\"https:\/\/platform.openai.com\/tokenizer\">https:\/\/platform.openai.com\/tokenizer<\/a><\/a><\/p>\n<p>AWS Bedrock \u8cbb\u7528<br \/>\n<a href=\"https:\/\/aws.amazon.com\/jp\/bedrock\/pricing\/\" target=\"_blank\" rel=\"noopener\"><a href=\"https:\/\/aws.amazon.com\/jp\/bedrock\/pricing\/\">https:\/\/aws.amazon.com\/jp\/bedrock\/pricing\/<\/a><\/a><\/p>\n<p>OpenAI \u8cbb\u7528<br \/>\n\u53f3\u4e0a\u306b\u300cShow Price per 1K tokens\u300d\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u304c\u3042\u308b\u306e\u3067\u3053\u3061\u3089\u3092\u30c1\u30a7\u30c3\u30af\u3059\u308b\u3068\u6bd4\u8f03\u3057\u3084\u3059\u3044\u3067\u3059<br \/>\n<a href=\"https:\/\/openai.com\/api\/pricing\/\" target=\"_blank\" rel=\"noopener\"><a href=\"https:\/\/openai.com\/api\/pricing\/\">https:\/\/openai.com\/api\/pricing\/<\/a><\/a><\/p>\n<h2>\u8a73\u7d30 <a id=detail><\/a><\/h2>\n<h3>Lambda\u30d0\u30c3\u30c1<\/h3>\n<h4>\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3064\u3044\u3066<\/h4>\n<p>\u4eca\u5f8c\u306e\u30e2\u30c7\u30eb\u3001XML\u30bf\u30b0\u3001etc... \u3067\u5909\u308f\u3063\u3066\u3044\u304f\u3068\u601d\u3044\u307e\u3059\u304c<br \/>\n\u5f53\u521d \u300c\u4e0b\u8a18JSONFormat \u3067\u56de\u7b54\u3057\u3066\u300d \u3068\u30b7\u30f3\u30d7\u30eb\u306b\u66f8\u3044\u3066\u3044\u305f\u6240\u3001\u5d29\u308c\u305fJSON\u3001\u7406\u7531\u304c\u542b\u307e\u308c\u305f\u9577\u3044\u30c6\u30ad\u30b9\u30c8\u3067\u30ec\u30b9\u30dd\u30f3\u30b9\u304c\u8fd4\u5374\u3055\u308c\u3066\u3057\u307e\u3063\u305f\u306e\u3067<br \/>\n\u300c\u53b3\u683c\u306b\u4e0b\u8a18JSONFormat\u306e\u307f\u3067\u56de\u7b54\u3057\u3066\u4e0b\u3055\u3044\u3002\u7406\u7531\u7b49\u306f\u4e0d\u8981\u300d \u3068\u3057\u305f\u3089\u826f\u3044\u7d50\u679c\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u307e\u305f\u3001\u58ca\u308c\u305fJSON\u304c\u5e30\u3063\u3066\u304f\u308b\u4e8b\u3084\u3001\u7a00\u306b\u6307\u5b9a\u3057\u3066\u3044\u306a\u3044\u30ab\u30c6\u30b4\u30ea\u3082\u5e30\u3063\u3066\u304f\u308b\u305f\u3081<br \/>\n\u7cbe\u5ea6\u304c\u6c42\u3081\u3089\u308c\u308b\u5834\u5408\u306b\u306f\u5f53\u7136\u3067\u3059\u304c\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u3057\u3063\u304b\u308a\u691c\u8a3c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<pre>\n\u4e0b\u8a18\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u30ab\u30c6\u30b4\u30ea\uff08\u4ee5\u4e0b\u306e\u3069\u308c\u304b\u3092\u5224\u65ad\uff09\u3068\u751f\u6210AI\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u30b9\u30b3\u30a2\u30921-100\u3067\u63a1\u70b9\u3057\u3001\u53b3\u683c\u306b\u4e0b\u8a18JSONFormat\u306e\u307f\u3067\u56de\u7b54\u3057\u3066\u4e0b\u3055\u3044\u3002\u7406\u7531\u7b49\u306f\u4e0d\u8981\u3067\u3059\u3002\n\u30ab\u30c6\u30b4\u30ea: \u30c6\u30b9\u30c8,\u6587\u7ae0\u8981\u7d04,\u7528\u8a9e\u89e3\u8aac,CloudFormation,CDK,\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0,\u969c\u5bb3\u5bfe\u5fdc,\u554f\u984c\u4f5c\u6210,\u8cc7\u6599\u4f5c\u6210,\u9867\u5ba2\u5bfe\u5fdc,\u793e\u5185\u696d\u52d9...\nJSONFormat: [{\"Category\": \"\u5224\u65ad\u3057\u305f\u30ab\u30c6\u30b4\u30ea\", \"AskScore\": \"\u63a1\u70b9\u3057\u305f\u70b9\u6570\"}]\n\u4ee5\u4e0b\u30e1\u30c3\u30bb\u30fc\u30b8\n<\/pre>\n<h3>Glue\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\/Athena\u30af\u30a8\u30ea<\/h3>\n<p>DynamoDB\u3092S3\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u969b\u306b\u306f\u3000Amazon Ion (JSON \u306e\u30b9\u30fc\u30d1\u30fc\u30bb\u30c3\u30c8\u3067\u3042\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c6\u30ad\u30b9\u30c8\u5f62\u5f0f) \u3092\u9078\u629e\u3057\u4efb\u610f\u306eS3\u30d0\u30b1\u30c3\u30c8\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u305f\u5f8c\u3001\u4e0b\u8a18\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3057\u30af\u30a8\u30ea\u3092\u5b9f\u65bd\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>DynamoDB\u306b\u306f\u5b9f\u969b\u306b\u4e0b\u8a18\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u304c\u5165\u3063\u3066\u3044\u308b\u524d\u63d0\u3067\u3059\u3002<br \/>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview04.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview04-1024x84.png\" alt=\"\" width=\"728\" height=\"60\" class=\"alignnone size-large wp-image-26545\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview04-1024x84.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview04-300x25.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview04-768x63.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview04-728x60.png 728w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2024\/07\/overview04.png 1148w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/a><\/p>\n<h4>\u30c6\u30fc\u30d6\u30eb\u4f5c\u6210<\/h4>\n<p>DynamoDB\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30c7\u30fc\u30bf\u304b\u3089\u7d71\u8a08\u3092\u53d6\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u9805\u76ee\u3067\u30c6\u30fc\u30d6\u30eb\u4f5c\u6210<br \/>\n\uff08\u4e00\u90e8\u629c\u7c8b\uff09<\/p>\n<pre>\nCREATE EXTERNAL TABLE <code>dynamodb_export_table_with_evaluate<\/code>(\n  <code>unixtimestamp<\/code> decimal(38,18), \n  <code>evalmessage<\/code> string\n  )\nROW FORMAT SERDE \n  'com.amazon.ionhiveserde.IonHiveSerDe' \nWITH SERDEPROPERTIES ( \n  'ion.unixtimestamp.path_extractor'='(Item unixtimestamp)', \n  'ion.evalmessage.path_extractor'='(Item evalmessage)'\n  )\nSTORED AS ION\nLOCATION 's3:\/\/xxxxx\/AWSDynamoDB\/aaaa-bbbb\/data'\n<\/pre>\n<h4>\u30af\u30a8\u30ea<\/h4>\n<p>\u5206\u985e\u3057\u305f\u30ab\u30c6\u30b4\u30ea\u3001\u4ef6\u6570\u306e\u591a\u3044\u9806\u756a\u306b\u4e26\u3073\u66ff\u3048<\/p>\n<pre>\nselect\n    CASE\n        WHEN json_extract_scalar(json_array_get(evalmessage, 0), '$.Category') IS NULL THEN '\u672a\u5206\u985e'\n        ELSE json_extract_scalar(json_array_get(evalmessage, 0), '$.Category')\n    END AS Category,\n    count(*) as cnt\nfrom\n    dynamodb_export_table_with_evaluate\ngroup by\n    json_extract_scalar(json_array_get(evalmessage, 0), '$.Category')\nORDER by\n    cnt desc\n<\/pre>\n<h2>\u307e\u3068\u3081 <a id=matome><\/a><\/h2>\n<p>\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u91cf\u306e\u5834\u5408\u3067\u3059\u3068\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u30fb\u30ea\u30fc\u30b8\u30e7\u30f3\u306e\u30cf\u30fc\u30c9\u5236\u9650\u306e\u305f\u3081\u5206\u6563\u3059\u308b\u7b49\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3082\u3042\u308b\u3088\u3046\u3067\u3059\u304c\u3001\u305d\u3053\u305d\u3053\u306e\u30c7\u30fc\u30bf\u91cf\u3067\u3042\u3063\u3066\u3082\u3001Claude 3 Haiku\u304c\u9ad8\u901f\u306a\u305f\u3081\u3001\u30b9\u30b1\u30fc\u30eb\u3059\u308c\u3070\u5341\u5206\u306a\u901f\u5ea6\u3067\u51e6\u7406\u51fa\u6765\u308b\u4e8b\u3092\u78ba\u8a8d\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u4eca\u56de\u306e\u4f8b\u3067\u306f\u30011\u30ec\u30b3\u30fc\u30c9\u3042\u305f\u308a 2~3\u79d2\u3067\u51e6\u7406\u3057\u3066\u304f\u308c\u3001\u4e0b\u8a18\u5236\u9650\u3092\u8003\u616e\u3057\u3066\u3082\u4e26\u5217\u5ea6\u3092\u4e0a\u3052\u308b\u4f59\u5730\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>Anthropic Claude 3 Haiku<\/p>\n<ul>\n<li>1,000 \u30ea\u30af\u30a8\u30b9\u30c8 \/1 \u5206\u3042\u305f\u308a<\/li>\n<li>2,000,000 Token \/1 \u5206\u3042\u305f\u308a<\/li>\n<\/ul>\n<p>Amazon Bedrock \u306e\u30af\u30a9\u30fc\u30bf<br \/>\n<a href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/bedrock\/latest\/userguide\/quotas.html\" rel=\"noopener\" target=\"_blank\"><a href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/bedrock\/latest\/userguide\/quotas.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/bedrock\/latest\/userguide\/quotas.html<\/a><\/a><\/p>\n<p>\u307e\u305f\u3001\u8cbb\u7528\u304c\u9ad8\u3044\u7269\u3092\u5229\u7528\u3057\u3066\u3082\u51fa\u529b\u3082\u307b\u307c\u5909\u308f\u3089\u305a\u30e1\u30ea\u30c3\u30c8\u304c\u8584\u3044\u305f\u3081\u3001\u9069\u6750\u9069\u6240\u3067\u751f\u6210AI\u30e2\u30c7\u30eb\u3092\u9078\u5b9a\u3057\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308b\u4e8b\u3092\u5b9f\u611f\u3057\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b \u793e\u5185\u3067\u5229\u7528\u3057\u3066\u3044\u308b\u3001\u5404\u7a2e\u751f\u6210AI\u30e2\u30c7\u30eb\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u30c4\u30fc\u30eb\u306e\u4f1a\u8a71\u5c65\u6b74\u3092\u5143\u306b\u3069\u306e\u3088\u3046\u306a\u30ab\u30c6\u30b4\u30ea\u3067\u306e\u5229\u7528\u304c\u3055\u308c\u3066\u3044\u308b\u304b\u3001\u307e\u305f\u751f\u6210AI\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u30b9\u30b3\u30a2\u3092\u7d71\u8a08\u3068\u3057\u3066\u51fa\u529b\u3059\u308b\u305f\u3081\u306b\u3001\u30d0\u30c3\u30c1\u3092\u7d44\u307f\u3057\u3070\u3089\u304f\u904b\u7528\u3057\u3066\u307f\u305f\u306e&#8230;<\/p>\n","protected":false},"author":2,"featured_media":24688,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_locale":"ja","_original_post":"https:\/\/www.skyarch.net\/blog\/?p=26537","footnotes":""},"categories":[20,1270,1277],"tags":[],"class_list":{"0":"post-26537","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-aws","8":"category-bedrock","9":"category-ai","10":"ja"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/26537","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\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/comments?post=26537"}],"version-history":[{"count":7,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/26537\/revisions"}],"predecessor-version":[{"id":26757,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/26537\/revisions\/26757"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/media\/24688"}],"wp:attachment":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/media?parent=26537"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/categories?post=26537"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/tags?post=26537"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}