{"id":4562,"date":"2026-04-23T11:13:11","date_gmt":"2026-04-23T02:13:11","guid":{"rendered":"https:\/\/persc.jp\/blog\/comfyui-automation-guide-2\/"},"modified":"2026-04-23T15:29:25","modified_gmt":"2026-04-23T06:29:25","slug":"comfyui-automation-guide-2","status":"publish","type":"post","link":"https:\/\/persc.jp\/blog\/comfyui-automation-guide-2\/","title":{"rendered":"ComfyUI 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(API Format)\u300d\u3067\u5c02\u7528\u5f62\u5f0f\u306b\u5909\u63db\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u70b9\u3060\u3051\u899a\u3048\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><strong>\u5171\u6709<\/strong>\u306f\u3001CivitAI\u3084ComfyWorkflows\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u901a\u3058\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u3084\u308a\u53d6\u308a\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002\u4e16\u754c\u4e2d\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u4f5c\u6210\u3057\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u691c\u7d22\u30fb\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u3001\u81ea\u5206\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u516c\u958b\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u30022026\u5e743\u6708\u306b\u306fComfy Org\u516c\u5f0f\u306eComfyHub\u3082\u767b\u5834\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><strong>\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406<\/strong>\u306f\u3001Git\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3067\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5909\u66f4\u5c65\u6b74\u3092\u8ffd\u8de1\u3059\u308b\u904b\u7528\u3067\u3059\u3002\u30c1\u30fc\u30e0\u958b\u767a\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u6539\u826f\u3092\u7e70\u308a\u8fd4\u3059\u5834\u9762\u3067\u3001\u904e\u53bb\u306e\u72b6\u614b\u306b\u623b\u305b\u308b\u5b89\u5fc3\u611f\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u81ea\u52d5\u5316\u306e3\u6bb5\u968e<\/h3>\n<p>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5b9f\u884c\u306e\u81ea\u52d5\u5316\u306f\u3001\u6bb5\u968e\u7684\u306b\u5c0e\u5165\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u7b2c1\u6bb5\u968e\u306fAPI\u9023\u643a\u3067\u3059\u3002ComfyUI\u306e<code>\/prompt<\/code>\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fcJSON\u3092\u9001\u4fe1\u3059\u308b\u3053\u3068\u3067\u3001Python\u3084Node.js\u304b\u3089\u753b\u50cf\u751f\u6210\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002\u30d0\u30c3\u30c1\u51e6\u7406\u306e\u57fa\u76e4\u3068\u306a\u308b\u624b\u6cd5\u3067\u3059\u3002<\/p>\n<p>\u7b2c2\u6bb5\u968e\u304c\u30d8\u30c3\u30c9\u30ec\u30b9\u30e2\u30fc\u30c9\u3068CLI\u5b9f\u884c\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3059\u3002GUI\u3092\u8d77\u52d5\u305b\u305a\u306b\u30b5\u30fc\u30d0\u30fc\u3068\u3057\u3066\u7a3c\u50cd\u3055\u305b\u3001\u30ea\u30bd\u30fc\u30b9\u3092\u7bc0\u7d04\u3057\u306a\u304c\u3089API\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u53d7\u3051\u4ed8\u3051\u307e\u3059\u3002cron\u3084\u30bf\u30b9\u30af\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u3068\u306e\u9023\u643a\u3067\u5b9a\u6642\u30d0\u30c3\u30c1\u3082\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u7b2c3\u6bb5\u968e\u306f\u30d5\u30a9\u30eb\u30c0\u76e3\u8996\u306b\u3088\u308b\u5b8c\u5168\u81ea\u52d5\u5316\u3067\u3059\u3002\u5165\u529b\u30d5\u30a9\u30eb\u30c0\u306b\u753b\u50cf\u3092\u7f6e\u304f\u3060\u3051\u3067\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u81ea\u52d5\u5b9f\u884c\u3055\u308c\u308b\u4ed5\u7d44\u307f\u3067\u3001\u904b\u7528\u306e\u30cf\u30fc\u30c9\u30eb\u304c\u6700\u3082\u4f4e\u3044\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n<h2>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5171\u6709\u30b5\u30a4\u30c8\u3067\u52b9\u7387\u7684\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5165\u624b\u3059\u308b<\/h2>\n<p>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5171\u6709\u30b5\u30a4\u30c8\u3092\u4f7f\u3048\u3070\u3001\u9ad8\u54c1\u8cea\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u77ed\u6642\u9593\u3067\u624b\u306b\u5165\u308c\u3089\u308c\u307e\u3059\u30022026\u5e744\u6708\u73fe\u5728\u3001\u4e3b\u8981\u306a\u30b5\u30a4\u30c8\u306f3\u3064\u3067\u3059\u3002<\/p>\n<h3>\u4e3b\u89813\u30b5\u30a4\u30c8\u306e\u6982\u8981<\/h3>\n<p><strong>CivitAI<\/strong>\u306f\u3001\u30e2\u30c7\u30eb\u914d\u5e03\u3068\u4e00\u4f53\u5316\u3057\u305f\u6700\u5927\u7d1a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u3059\u3002\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u30bf\u30b0\u4ed8\u304d\u30ea\u30bd\u30fc\u30b9\u306f1,800\u4ef6\u3092\u8d85\u3048\u3066\u304a\u308a\u3001\u30e2\u30c7\u30eb\u3068\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u30bb\u30c3\u30c8\u3067\u914d\u5e03\u3055\u308c\u308b\u70b9\u304c\u5f37\u307f\u3067\u3059\u3002\u751f\u6210\u753b\u50cf\u306ePNG\u306b\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u3057\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u57cb\u3081\u8fbc\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u3082\u591a\u304f\u3001\u753b\u50cf\u3092\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u3059\u308b\u3060\u3051\u3067\u518d\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>ComfyWorkflows<\/strong>\u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5171\u6709\u306b\u7279\u5316\u3057\u305f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u305d\u306e\u307e\u307e\u5b9f\u884c\u3067\u304d\u308b\u30bc\u30ed\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u6a5f\u80fd\u304c\u7279\u5fb4\u7684\u3067\u3001\u30ab\u30c6\u30b4\u30ea\u5225\u306e\u30d5\u30a3\u30eb\u30bf\u3084\u4e26\u3073\u66ff\u3048\u3067\u76ee\u7684\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u63a2\u3057\u3084\u3059\u3044\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>ComfyHub<\/strong>\u306f\u30012026\u5e743\u670810\u65e5\u306bComfy Org\u304c\u516c\u5f0f\u767a\u8868\u3057\u305f\u5171\u6709\u57fa\u76e4\u3067\u3059\u3002App Mode\u3068App Builder\u3092\u4f7f\u3044\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u30a2\u30d7\u30ea\u5316\u3057\u3066\u914d\u5e03\u3067\u304d\u308b\u65b0\u3057\u3044\u4ed5\u7d44\u307f\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u30ce\u30fc\u30c9\u69cb\u9020\u3092\u77e5\u3089\u306a\u3044\u76f8\u624b\u306b\u3082\u4f7f\u3044\u3084\u3059\u3044\u5f62\u3067\u6e21\u305b\u308b\u306e\u304c\u5f93\u6765\u3068\u306e\u9055\u3044\u3067\u3059\u30022026\u5e744\u6708\u73fe\u5728\u306f\u30d7\u30ec\u30d3\u30e5\u30fc\u6bb5\u968e\u3067\u3059\u304c\u3001\u4eca\u5f8c\u306e\u62e1\u5927\u304c\u898b\u8fbc\u307e\u308c\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001OpenArt Workflows\u306f2026\u5e741\u670818\u65e5\u306b\u30b5\u30fc\u30d3\u30b9\u3092\u7d42\u4e86\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u30a4\u30f3\u30dd\u30fc\u30c8\u3068\u4e0d\u8db3\u30ce\u30fc\u30c9\u5bfe\u51e6\u306e\u57fa\u672c<\/h3>\n<p>\u5171\u6709\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5c0e\u5165\u624b\u9806\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002JSON\u30d5\u30a1\u30a4\u30eb\u3092ComfyUI\u753b\u9762\u306b\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u3059\u308b\u304b\u3001\u300cCtrl\uff0bO\u300d\u3067\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002PNG\u753b\u50cf\u306b\u57cb\u3081\u8fbc\u307e\u308c\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3082\u3001\u540c\u3058\u64cd\u4f5c\u3067\u5fa9\u5143\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u8aad\u307f\u8fbc\u307f\u6642\u306b\u8d64\u304f\u8868\u793a\u3055\u308c\u308b\u30ce\u30fc\u30c9\u304c\u3042\u308c\u3070\u3001\u30ab\u30b9\u30bf\u30e0\u30ce\u30fc\u30c9\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u30b5\u30a4\u30f3\u306b\u306a\u308a\u307e\u3059\u3002ComfyUI Manager\u306e\u300cInstall Missing Custom Nodes\u300d\u3067\u4e0d\u8db3\u5206\u3092\u4e00\u62ec\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u5404\u30b5\u30a4\u30c8\u306e\u8a73\u7d30\u306a\u6bd4\u8f03\u3084\u5efa\u7bc9\u5411\u3051\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u63a2\u3057\u65b9\u306f\u3001<a href=\"https:\/\/persc.jp\/blog\/comfyui-workflow-sharing\/\">\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5171\u6709\u30b5\u30a4\u30c8\u6d3b\u7528\u30ac\u30a4\u30c9<\/a>\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>API\u9023\u643a\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u753b\u50cf\u751f\u6210\u3092\u81ea\u52d5\u5316\u3059\u308b<\/h2>\n<p>ComfyUI API\u3092\u4f7f\u3048\u3070\u3001GUI\u3092\u64cd\u4f5c\u305b\u305a\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u753b\u50cf\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002\u5927\u91cf\u306e\u30d0\u30c3\u30c1\u51e6\u7406\u3084Web\u30a2\u30d7\u30ea\u3068\u306e\u9023\u643a\u3067\u4e2d\u6838\u3068\u306a\u308b\u624b\u6cd5\u3067\u3059\u3002<\/p>\n<h3>\/prompt\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u5f79\u5272<\/h3>\n<p>API\u9023\u643a\u306e\u4e2d\u6838\u306f<code>POST \/prompt<\/code>\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306eJSON\uff08API\u5f62\u5f0f\uff09\u3092HTTP\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u9001\u4fe1\u3059\u308b\u3068\u3001\u5b9f\u884c\u30ad\u30e5\u30fc\u306b\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002\u30ec\u30b9\u30dd\u30f3\u30b9\u3067\u8fd4\u308b<code>prompt_id<\/code>\u3092\u4f7f\u3044\u3001\u5b8c\u4e86\u78ba\u8a8d\u3084\u7d50\u679c\u53d6\u5f97\u3092\u884c\u3046\u6d41\u308c\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u88dc\u52a9\u7684\u306a\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\u30ad\u30e5\u30fc\u72b6\u614b\u3092\u78ba\u8a8d\u3059\u308b<code>\/queue<\/code>\u3001\u5b8c\u4e86\u7d50\u679c\u3092\u53d6\u5f97\u3059\u308b<code>\/history\/{prompt_id}<\/code>\u3001\u753b\u50cf\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b<code>\/view<\/code>\u3001\u5165\u529b\u753b\u50cf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b<code>\/upload\/image<\/code>\u3067\u3059\u3002<\/p>\n<p>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092API\u5f62\u5f0f\u306b\u5909\u63db\u3059\u308b\u306b\u306f\u3001ComfyUI\u753b\u9762\u306e\u8a2d\u5b9a\u3067\u300cDev Mode Options\u300d\u3092\u6709\u52b9\u306b\u3057\u3001\u300cSave (API Format)\u300d\u304b\u3089\u66f8\u304d\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\uff082026\u5e744\u6708\u73fe\u5728\uff09\u3002<\/p>\n<h3>\u30d0\u30c3\u30c1\u751f\u6210\u3068WebSocket\u76e3\u8996\u306e\u6982\u8981<\/h3>\n<p>CSV\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8aad\u307f\u8fbc\u307f\u3001\u30eb\u30fc\u30d7\u3067<code>\/prompt<\/code>\u306b\u9001\u4fe1\u3059\u308c\u3070\u3001\u6570\u767e\u679a\u306e\u753b\u50cf\u3092\u9023\u7d9a\u751f\u6210\u3067\u304d\u307e\u3059\u3002WebSocket\u63a5\u7d9a\u3067\u9032\u6357\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u76e3\u8996\u3067\u304d\u308b\u70b9\u3082\u898b\u9003\u305b\u306a\u3044\u6a5f\u80fd\u3067\u3059\u3002<\/p>\n<p>\u5b9f\u52d9\u3067\u306f\u3001Python\u306erequests\u3068WebSocket-client\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u5b9f\u88c5\u304c\u5b9a\u756a\u306e\u69cb\u6210\u306b\u306a\u308a\u307e\u3059\u3002\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5207\u65ad\u3084VRAM\uff08GPU\u306e\u4f5c\u696d\u30e1\u30e2\u30ea\uff09\u4e0d\u8db3\u306b\u5099\u3048\u305f\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u3092\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3068\u5b89\u5fc3\u3067\u3059\u3002<\/p>\n<p>\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u8a73\u7d30\u4ed5\u69d8\u3084\u5b9f\u88c5\u30b3\u30fc\u30c9\u306f\u3001<a href=\"https:\/\/persc.jp\/blog\/comfyui-api-guide\/\">ComfyUI API\u5b8c\u5168\u30ac\u30a4\u30c9<\/a>\u3067\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u30d8\u30c3\u30c9\u30ec\u30b9\u30e2\u30fc\u30c9\u30fbCLI\u3067GUI\u306a\u3057\u904b\u7528\u3059\u308b<\/h2>\n<p>\u30b5\u30fc\u30d0\u30fc\u74b0\u5883\u3084CI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u306f\u3001\u30d6\u30e9\u30a6\u30b6\u3092\u958b\u304b\u305a\u306bComfyUI\u3092\u52d5\u304b\u3059\u30d8\u30c3\u30c9\u30ec\u30b9\u30e2\u30fc\u30c9\u304c\u5b9f\u7528\u7684\u3067\u3059\u3002<\/p>\n<h3>\u30d8\u30c3\u30c9\u30ec\u30b9\u8d77\u52d5\u306e\u57fa\u672c\u3068comfy-cli<\/h3>\n<p>\u30d8\u30c3\u30c9\u30ec\u30b9\u30e2\u30fc\u30c9\u306e\u8d77\u52d5\u306f\u3001<code>--disable-auto-launch<\/code>\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4ed8\u3051\u308b\u3060\u3051\u3067\u6e08\u307f\u307e\u3059\uff082026\u5e744\u6708\u73fe\u5728\uff09\u3002\u30d6\u30e9\u30a6\u30b6\u304c\u958b\u304b\u306a\u304f\u306a\u308b\u3060\u3051\u3067\u3001API\u30b5\u30fc\u30d0\u30fc\u306e\u6a5f\u80fd\u306f\u3059\u3079\u3066\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre><code>python main.py --disable-auto-launch\n<\/code><\/pre>\n<p>Comfy-Org\u516c\u5f0f\u306e<code>comfy-cli<\/code>\u3092\u4f7f\u3048\u3070\u3001\u74b0\u5883\u69cb\u7bc9\u304b\u3089\u8d77\u52d5\u307e\u3067\u30b3\u30de\u30f3\u30c9\u4e00\u672c\u3067\u5b8c\u7d50\u3057\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3084\u30ab\u30b9\u30bf\u30e0\u30ce\u30fc\u30c9\u306e\u8ffd\u52a0\u3082GUI\u306a\u3057\u3067\u9032\u3081\u3089\u308c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d0\u30fc\u74b0\u5883\u3067\u306e\u69cb\u7bc9\u4f5c\u696d\u304c\u5927\u5e45\u306b\u7c21\u7565\u5316\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>GUI\u3092\u4f7f\u308f\u306a\u3044\u74b0\u5883\u3067\u306f\u3001<code>--preview-method none<\/code>\u3092\u8ffd\u52a0\u3057\u3066\u30d7\u30ec\u30d3\u30e5\u30fc\u751f\u6210\u3092\u7121\u52b9\u5316\u3059\u308b\u3068\u3001\u308f\u305a\u304b\u306a\u304c\u3089\u51e6\u7406\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<h3>cron\u3084systemd\u306b\u3088\u308b\u5e38\u6642\u7a3c\u50cd<\/h3>\n<p>\u30d8\u30c3\u30c9\u30ec\u30b9\u30e2\u30fc\u30c9\u3068\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u3092\u7d44\u307f\u5408\u308f\u305b\u308c\u3070\u3001\u5b9a\u6642\u30d0\u30c3\u30c1\u51e6\u7406\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002Linux\u306a\u3089cron\u306bcurl\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u767b\u9332\u3057\u3001Windows\u306a\u3089\u30bf\u30b9\u30af\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u306bpowershell\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u6d41\u308c\u3067\u3059\u3002<\/p>\n<p>Linux\u30b5\u30fc\u30d0\u30fc\u3067ComfyUI\u3092\u5e38\u6642\u7a3c\u50cd\u3055\u305b\u305f\u3044\u5834\u5408\u306f\u3001systemd\u306e\u30b5\u30fc\u30d3\u30b9\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3059\u308b\u9032\u3081\u65b9\u304c\u78ba\u5b9f\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<code>Restart=on-failure<\/code>\u306e\u8a2d\u5b9a\u3067\u7570\u5e38\u7d42\u4e86\u6642\u306b\u3082\u81ea\u52d5\u5fa9\u65e7\u3067\u304d\u3001<code>journalctl -u comfyui<\/code>\u3067\u30ed\u30b0\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>CI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3078\u306e\u7d44\u307f\u8fbc\u307f\u3067\u306f\u3001ComfyUI-Manager\u4ed8\u5c5e\u306e<code>cm-cli<\/code>\u3067\u30ab\u30b9\u30bf\u30e0\u30ce\u30fc\u30c9\u3092\u5ba3\u8a00\u7684\u306b\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3057\u3001\u74b0\u5883\u5dee\u5206\u3092\u6291\u3048\u308b\u904b\u7528\u304c\u5b9a\u756a\u3067\u3059\u3002<\/p>\n<p>\u8d77\u52d5\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u5168\u4f53\u3084systemd\u8a2d\u5b9a\u306e\u8a73\u7d30\u306f\u3001<a href=\"https:\/\/persc.jp\/blog\/comfyui-headless-cli\/\">ComfyUI\u30d8\u30c3\u30c9\u30ec\u30b9\u30e2\u30fc\u30c9\u30fbCLI\u5b9f\u884c\u30ac\u30a4\u30c9\uff5cGUI\u306a\u3057\u3067\u5b9f\u52d9\u30d0\u30c3\u30c1\u81ea\u52d5\u5316<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>\u30d5\u30a9\u30eb\u30c0\u76e3\u8996\u3067\u753b\u50cf\u51e6\u7406\u3092\u5b8c\u5168\u81ea\u52d5\u5316\u3059\u308b<\/h2>\n<p>\u30d5\u30a9\u30eb\u30c0\u76e3\u8996\u3092\u4f7f\u3048\u3070\u3001\u5165\u529b\u30d5\u30a9\u30eb\u30c0\u306b\u30d5\u30a1\u30a4\u30eb\u3092\u7f6e\u304f\u3060\u3051\u3067\u753b\u50cf\u51e6\u7406\u304c\u81ea\u52d5\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u76f4\u63a5\u64cd\u4f5c\u3057\u306a\u304f\u3066\u3088\u3044\u305f\u3081\u3001\u904b\u7528\u306e\u30cf\u30fc\u30c9\u30eb\u304c\u6700\u3082\u4f4e\u3044\u81ea\u52d5\u5316\u624b\u6cd5\u3067\u3059\u3002<\/p>\n<h3>watchdog\u306b\u3088\u308b\u691c\u77e5\u304b\u3089API\u9001\u4fe1\u307e\u3067\u306e\u6d41\u308c<\/h3>\n<p>Python\u306ewatchdog\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u5165\u529b\u30d5\u30a9\u30eb\u30c0\u3092\u5e38\u6642\u76e3\u8996\u3057\u3001\u65b0\u3057\u3044\u30d5\u30a1\u30a4\u30eb\u304c\u8ffd\u52a0\u3055\u308c\u305f\u3089ComfyUI API\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002watchdog\u306fOS\u6a19\u6e96\u306e\u901a\u77e5API\u3092\u62bd\u8c61\u5316\u3057\u3066\u304a\u308a\u3001Linux\u30fbmacOS\u30fbWindows\u306e\u3044\u305a\u308c\u3067\u3082\u540c\u3058\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u52d5\u4f5c\u3057\u307e\u3059\uff082026\u5e744\u6708\u73fe\u5728\u30014.x\u7cfb\u304c\u5b89\u5b9a\u7248\uff09\u3002<\/p>\n<p>\u57fa\u672c\u7684\u306a\u51e6\u7406\u306e\u6d41\u308c\u306f5\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002<\/p>\n<ol>\n<li>\u76e3\u8996\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5165\u529b\u30d5\u30a9\u30eb\u30c0\u3092\u5e38\u6642\u76e3\u8996\u3059\u308b<\/li>\n<li>\u65b0\u3057\u3044\u753b\u50cf\u30d5\u30a1\u30a4\u30eb\u306e\u8ffd\u52a0\u3092\u691c\u77e5\u3059\u308b<\/li>\n<li>ComfyUI API\u306e<code>\/prompt<\/code>\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fcJSON\u3092\u9001\u4fe1\u3059\u308b<\/li>\n<li>\u51e6\u7406\u7d50\u679c\u304c\u51fa\u529b\u30d5\u30a9\u30eb\u30c0\u306b\u81ea\u52d5\u4fdd\u5b58\u3055\u308c\u308b<\/li>\n<li>\u51e6\u7406\u6e08\u307f\u30d5\u30a1\u30a4\u30eb\u3092\u300c\u5b8c\u4e86\u300d\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u52d5\u3059\u308b<\/li>\n<\/ol>\n<p>\u5b89\u5b9a\u904b\u7528\u306e\u30ab\u30ae\u306f\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3067\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u306e\u30b3\u30d4\u30fc\u9014\u4e2d\u3067\u691c\u77e5\u3055\u308c\u308b\u30b1\u30fc\u30b9\u306b\u5099\u3048\u305f\u66f8\u304d\u8fbc\u307f\u5f85\u6a5f\u3084\u3001\u6307\u6570\u30d0\u30c3\u30af\u30aa\u30d5\u65b9\u5f0f\u306e\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u3092\u5165\u308c\u3066\u304a\u304f\u3068\u5b89\u5fc3\u3067\u3059\u3002<\/p>\n<h3>\u5b9f\u52d9\u3067\u306e\u6d3b\u7528\u30d1\u30bf\u30fc\u30f3<\/h3>\n<p>\u30d5\u30a9\u30eb\u30c0\u76e3\u8996\u304c\u6700\u3082\u529b\u3092\u767a\u63ee\u3059\u308b\u306e\u306f\u3001\u4e0d\u52d5\u7523\u5411\u3051\u30d0\u30fc\u30c1\u30e3\u30eb\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u306e\u91cf\u7523\u51e6\u7406\u3067\u3059\u3002\u7a7a\u5ba4\u5199\u771f\u3092\u5165\u529b\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u308b\u3060\u3051\u3067\u3001\u5bb6\u5177\u3092\u914d\u7f6e\u3057\u305f\u753b\u50cf\u304c\u81ea\u52d5\u751f\u6210\u3055\u308c\u307e\u3059\u30021\u7269\u4ef6\u3042\u305f\u308a10\u301c20\u679a\u306e\u5199\u771f\u304c\u3042\u308b\u5834\u5408\u3067\u3082\u3001\u624b\u52d5\u64cd\u4f5c\u306a\u3057\u3067\u51e6\u7406\u304c\u5b8c\u4e86\u3057\u307e\u3059\u3002<\/p>\n<p>\u5efa\u7bc9\u30d1\u30fc\u30b9\u306e\u753b\u98a8\u5909\u63db\u3084\u3001\u9593\u53d6\u308a\u56f3\u304b\u3089\u306e3D\u30a4\u30e1\u30fc\u30b8\u751f\u6210\u306b\u3082\u5fdc\u7528\u53ef\u80fd\u3067\u3059\u3002\u30ef\u30fc\u30af\u30d5\u30ed\u30fcJSON\u3092\u5dee\u3057\u66ff\u3048\u308b\u3060\u3051\u3067\u51e6\u7406\u5185\u5bb9\u3092\u5909\u66f4\u3067\u304d\u308b\u67d4\u8edf\u6027\u3082\u9b45\u529b\u3067\u3059\u3002<\/p>\n<p>watchdog\u306e\u5c0e\u5165\u624b\u9806\u3084\u30a8\u30e9\u30fc\u5bfe\u7b56\u306e\u8a73\u7d30\u306f\u3001<a href=\"https:\/\/persc.jp\/blog\/comfyui-folder-watch\/\">\u30d5\u30a9\u30eb\u30c0\u76e3\u8996\u3067\u81ea\u52d5\u51e6\u7406\u3059\u308b\u65b9\u6cd5<\/a>\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u76ee\u7684\u5225\u306e\u81ea\u52d5\u5316\u624b\u6cd5\u306e\u9078\u3073\u65b9<\/h2>\n<p>4\u3064\u306e\u624b\u6cd5\u306f\u3001\u305d\u308c\u305e\u308c\u5f97\u610f\u306a\u5834\u9762\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u76ee\u7684\u306b\u5fdc\u3058\u3066\u9078\u629e\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u7d44\u307f\u5408\u308f\u305b\u308b\u306e\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u624b\u6cd5<\/th>\n<th>\u9069\u3059\u308b\u5834\u9762<\/th>\n<th>\u6280\u8853\u7684\u306a\u524d\u63d0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5171\u6709\u30b5\u30a4\u30c8\u6d3b\u7528<\/td>\n<td>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5165\u624b\u30fb\u914d\u5e03<\/td>\n<td>\u30d6\u30e9\u30a6\u30b6\u64cd\u4f5c\u306e\u307f<\/td>\n<\/tr>\n<tr>\n<td>API\u9023\u643a<\/td>\n<td>\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u306e\u5236\u5fa1\u30fb\u5927\u91cf\u30d0\u30c3\u30c1\u751f\u6210<\/td>\n<td>Python \/ Node.js\u306e\u57fa\u790e\u77e5\u8b58<\/td>\n<\/tr>\n<tr>\n<td>\u30d8\u30c3\u30c9\u30ec\u30b9\u30fbCLI<\/td>\n<td>\u30b5\u30fc\u30d0\u30fc\u5e38\u6642\u7a3c\u50cd\u30fb\u5b9a\u6642\u30d0\u30c3\u30c1\u51e6\u7406<\/td>\n<td>Linux \/ CLI\u306e\u64cd\u4f5c\u7d4c\u9a13<\/td>\n<\/tr>\n<tr>\n<td>\u30d5\u30a9\u30eb\u30c0\u76e3\u8996<\/td>\n<td>\u30d5\u30a1\u30a4\u30eb\u30c9\u30ed\u30c3\u30d7\u8d77\u70b9\u306e\u81ea\u52d5\u51e6\u7406<\/td>\n<td>Python\u306e\u57fa\u790e\u77e5\u8b58<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7d44\u307f\u5408\u308f\u305b\u904b\u7528\u3082\u4e00\u822c\u7684\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u30d8\u30c3\u30c9\u30ec\u30b9\u30e2\u30fc\u30c9\u3067ComfyUI\u3092\u5e38\u6642\u8d77\u52d5\u3057\u3066\u304a\u304d\u3001\u30d5\u30a9\u30eb\u30c0\u76e3\u8996\u30b9\u30af\u30ea\u30d7\u30c8\u304cAPI\u7d4c\u7531\u3067\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u9001\u4fe1\u3059\u308b\u69cb\u6210\u304c\u7d44\u3081\u307e\u3059\u3002\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u5b8c\u5168\u7121\u4eba\u306e\u753b\u50cf\u51e6\u7406\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u306f\u5171\u6709\u30b5\u30a4\u30c8\u3067\u5fc5\u8981\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5165\u624b\u3057\u3001API\u9023\u643a\u3067\u81ea\u52d5\u5316\u3092\u8a66\u3059\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u51e6\u7406\u4ef6\u6570\u304c\u5897\u3048\u3066\u304d\u305f\u3089\u30d8\u30c3\u30c9\u30ec\u30b9\u30e2\u30fc\u30c9\u3068\u30d5\u30a9\u30eb\u30c0\u76e3\u8996\u3092\u8ffd\u52a0\u3059\u308c\u3070\u3001\u6bb5\u968e\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>ComfyUI\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u7ba1\u7406\u30fb\u81ea\u52d5\u5316\u306f\u3001\u5171\u6709\u30b5\u30a4\u30c8\u6d3b\u7528\u30fbAPI\u9023\u643a\u30fb\u30d8\u30c3\u30c9\u30ec\u30b9\u30e2\u30fc\u30c9\u30fb\u30d5\u30a9\u30eb\u30c0\u76e3\u8996\u306e4\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u6574\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30dd\u30a4\u30f3\u30c8\u3092\u632f\u308a\u8fd4\u308a\u307e\u3057\u3087\u3046\u3002\u5171\u6709\u30b5\u30a4\u30c8\u3067\u306f\u3001CivitAI\u30fbComfyWorkflows\u30fbComfyHub\u304b\u3089\u76ee\u7684\u306b\u5408\u3063\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u52b9\u7387\u7684\u306b\u5165\u624b\u3067\u304d\u307e\u3059\u3002API\u9023\u643a\u3067\u306f\u3001<code>\/prompt<\/code>\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u8ef8\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u753b\u50cf\u751f\u6210\u3092\u5236\u5fa1\u3057\u3001WebSocket\u3067\u9032\u6357\u3092\u76e3\u8996\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u30d8\u30c3\u30c9\u30ec\u30b9\u30e2\u30fc\u30c9\u3068\u30d5\u30a9\u30eb\u30c0\u76e3\u8996\u3092\u7d44\u307f\u5408\u308f\u305b\u308c\u3070\u3001\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u5b8c\u5168\u7121\u4eba\u306e\u753b\u50cf\u51e6\u7406\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>4\u3064\u306e\u624b\u6cd5\u306f\u72ec\u7acb\u3057\u3066\u4f7f\u3046\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u304c\u3001\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u771f\u4fa1\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u81ea\u5206\u306e\u904b\u7528\u898f\u6a21\u3068\u6280\u8853\u30ec\u30d9\u30eb\u306b\u5408\u308f\u305b\u3066\u3001\u6bb5\u968e\u7684\u306b\u5c0e\u5165\u3092\u9032\u3081\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/h3>\n<ul>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-workflow-sharing\/\">\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5171\u6709\u30b5\u30a4\u30c8\u6d3b\u7528\u30ac\u30a4\u30c9<\/a> \u2014 CivitAI\u30fbComfyWorkflows\u30fbComfyHub\u306e\u6bd4\u8f03\u3068\u30a4\u30f3\u30dd\u30fc\u30c8\u624b\u9806\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059<\/li>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-api-guide\/\">ComfyUI API\u5b8c\u5168\u30ac\u30a4\u30c9<\/a> \u2014 \/prompt\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u4ed5\u69d8\u304b\u3089Python\u30fbNode.js\u306e\u5b9f\u88c5\u4f8b\u307e\u3067\u7db2\u7f85\u3057\u3066\u3044\u307e\u3059<\/li>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-headless-cli\/\">ComfyUI\u30d8\u30c3\u30c9\u30ec\u30b9\u30e2\u30fc\u30c9\u30fbCLI\u5b9f\u884c\u30ac\u30a4\u30c9\uff5cGUI\u306a\u3057\u3067\u5b9f\u52d9\u30d0\u30c3\u30c1\u81ea\u52d5\u5316<\/a> \u2014 GUI\u306a\u3057\u3067\u306e\u30b5\u30fc\u30d0\u30fc\u904b\u7528\u3084cron\u30fbsystemd\u9023\u643a\u306e\u8a73\u7d30\u304c\u308f\u304b\u308a\u307e\u3059<\/li>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-folder-watch\/\">\u30d5\u30a9\u30eb\u30c0\u76e3\u8996\u3067\u81ea\u52d5\u51e6\u7406\u3059\u308b\u65b9\u6cd5<\/a> \u2014 watchdog\u306e\u5c0e\u5165\u304b\u3089\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3001\u30d0\u30fc\u30c1\u30e3\u30eb\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u6d3b\u7528\u4f8b\u307e\u3067\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059<\/li>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-guide\/\">ComfyUI\u3068\u306f\uff1f\u5b8c\u5168\u30ac\u30a4\u30c9<\/a> \u2014 ComfyUI\u5168\u4f53\u306e\u5165\u9580\u304b\u3089\u5fdc\u7528\u307e\u3067\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3079\u307e\u3059<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>ComfyUI\uff08\u30ce\u30fc\u30c9\u3092\u3064\u306a\u3044\u3067\u753b\u50cf\u751f\u6210AI\u3092\u52d5\u304b\u3059\u30c4\u30fc\u30eb\uff09\u3067\u306e\u753b\u50cf\u751f\u6210\u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u7ba1\u7406\u3068\u81ea\u52d5\u5316\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u52b9\u7387\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u6bce\u56deGUI\u3067\u624b\u52d5\u64cd\u4f5c\u3057\u3066\u3044\u305f\u4f5c\u696d\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u4efb\u305b\u308c\u3070\u3001\u6570\u767e\u679a\u30fb\u6570\u5343\u679a\u306e\u753b\u50cf\u3092\u4eba\u624b\u306a\u3057 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"swell_btn_cv_data":"","footnotes":""},"categories":[112,114,113],"tags":[],"class_list":["post-4562","post","type-post","status-publish","format-standard","hentry","category-ai-architect","category-comfyui-ai-architect","category-service-ai-architect"],"acf":[],"_links":{"self":[{"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/posts\/4562","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/comments?post=4562"}],"version-history":[{"count":1,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/posts\/4562\/revisions"}],"predecessor-version":[{"id":4659,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/posts\/4562\/revisions\/4659"}],"wp:attachment":[{"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/media?parent=4562"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/categories?post=4562"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/tags?post=4562"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}