{"id":14389,"date":"2026-10-06T12:06:34","date_gmt":"2026-10-06T03:06:34","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/ota-rate-parity-monitor-agent\/"},"modified":"2026-10-06T12:06:34","modified_gmt":"2026-10-06T03:06:34","slug":"ota-rate-parity-monitor-agent","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/ota-rate-parity-monitor-agent\/","title":{"rendered":"\u8907\u6570\u306e\u4e88\u7d04\u30b5\u30a4\u30c8\u306e\u6599\u91d1\u3068\u6b8b\u5ba4\u3092\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6bce\u671d\u81ea\u793e\u306e\u6599\u91d1\u53f0\u5e33\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u305a\u308c\u306e\u539f\u56e0\u3068\u76f4\u3059\u6848\u3092\u307e\u3068\u3081\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6bce\u671d\u3001\u5404\u4e88\u7d04\u30b5\u30a4\u30c8\u3068\u81ea\u793e\u30b5\u30a4\u30c8\u306b\u51fa\u3066\u3044\u308b\u6599\u91d1\u3068\u6b8b\u5ba4\u3092\u3001\u81ea\u793e\u306e\u6599\u91d1\u53f0\u5e33\u306e\u300c\u51fa\u3059\u3064\u3082\u308a\u306e\u5024\u300d\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u305a\u308c\u3092\u62fe\u3044\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u305a\u308c\u3054\u3068\u306b\u914d\u4fe1\u306e\u8a18\u9332\u3084\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u3092\u5f15\u3044\u3066\u539f\u56e0\u3092\u6c7a\u3081\u3001\u76f4\u3059\u6848\u3092\u65bd\u8a2d\u3054\u3068\u306b\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0490","platform_main":"n8n","publish_date":"","last_updated":"2026-10-06","tech_verified_date":"2026-10-06","trigger":"**\u6bce\u671d6\u6642\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u3057\u307e\u3059\u3002** PMS\u306e\u591c\u9593\u306e\u66f8\u304d\u51fa\u3057\u3068\u524d\u591c\u306e\u914d\u4fe1\u304c\u7d42\u308f\u308a\u3001\u4e88\u7d04\u62c5\u5f53\u304c\u51fa\u52e4\u3059\u308b\u524d\u306e\u6642\u523b\u3067\u3059\u3002Schedule Trigger \u306f\u79d2\u301c\u6708\u306e\u9593\u9694\u3068 Custom\uff08Cron\uff09\u3092\u6307\u5b9a\u3067\u304d\u3001**\u66dc\u65e5\u3092\u9650\u3089\u305a\u6bce\u65e5\u52d5\u304b\u3057\u307e\u3059\u3002**\n\n**\u6642\u523b\u306e\u57fa\u6e96\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002** Schedule Trigger \u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3001\u7121\u3051\u308c\u3070\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u65e2\u5b9a\u3092\u4f7f\u3044\u3001**\u81ea\u524d\u3067\u7acb\u3066\u305f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u65e2\u5b9a\u306f America\/New York \u3067\u3059\u3002** **\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a2d\u5b9a\u3067 Asia\/Tokyo \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002**\n\n\u307e\u305f\u3001Schedule Trigger \u3092\u8d77\u70b9\u306b\u3057\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001**\u4fdd\u5b58\u3057\u3066\u516c\u958b\uff08publish\uff09\u3057\u306a\u3044\u3068\u5b9a\u6642\u306b\u52d5\u304d\u307e\u305b\u3093\u3002** \u9053\u5177\u3068\u3057\u3066\u547c\u3076\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3082\u3001\u516c\u958b\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u300cWorkflow is not active and cannot be executed\u300d\u3067\u5931\u6557\u3057\u307e\u3059\u3002**\u89aa\u3060\u3051\u516c\u958b\u3057\u3066\u9053\u5177\u3092\u516c\u958b\u3057\u5fd8\u308c\u308b**\u306e\u304c\u3001\u6700\u521d\u306e\u9031\u306b\u3044\u3061\u3070\u3093\u8d77\u304d\u308b\u5931\u6557\u3067\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u6599\u91d1\u53f0\u5e33 | \u65bd\u8a2d\u3001\u65e5\u4ed8\u3001\u90e8\u5c4b\u30bf\u30a4\u30d7\u3001\u57fa\u672c\u306e\u6599\u91d1\u30e9\u30f3\u30af\u3001\u30d7\u30e9\u30f3\u3054\u3068\u306e\u4e0a\u4e57\u305b\u3001**\u7d4c\u8def\u3054\u3068\u306e\u610f\u56f3\u3057\u305f\u5dee** | \u65bd\u8a2d\u3054\u3068\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u6b8b\u5ba4 | \u65bd\u8a2d\u3001\u65e5\u4ed8\u3001\u90e8\u5c4b\u30bf\u30a4\u30d7\u3001\u8ca9\u58f2\u3067\u304d\u308b\u90e8\u5c4b\u6570\u3001\u58f2\u308a\u6b62\u3081\u306e\u6307\u5b9a\u3001\u53d6\u5f97\u3057\u305f\u6642\u523b | PMS\u306e\u591c\u9593\u306e\u66f8\u304d\u51fa\u3057 |\n| \u914d\u4fe1\u72b6\u6cc1 | \u7d4c\u8def\u3001\u65e5\u4ed8\u3001\u90e8\u5c4b\u30bf\u30a4\u30d7\u3001\u30d7\u30e9\u30f3\u306e\u30b3\u30fc\u30c9\u3001\u914d\u4fe1\u3057\u305f\u6599\u91d1\u3068\u6b8b\u5ba4\u3001\u914d\u4fe1\u306e\u65e5\u6642\u3001**\u6210\u529f\u30fb\u5931\u6557\u306e\u5225** | \u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u66f8\u304d\u51fa\u3057\u3001\u307e\u305f\u306fAPI |\n| \u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051 | \u81ea\u793e\u306e\u30d7\u30e9\u30f3\u306e\u30b3\u30fc\u30c9\u3068\u3001\u5404\u30b5\u30a4\u30c8\u306e\u30d7\u30e9\u30f3\u30fb\u90e8\u5c4b\u306e\u5bfe\u5fdc | \u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u8a2d\u5b9a\u306e\u66f8\u304d\u51fa\u3057 |\n| \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e\u8868\u793a | \u65bd\u8a2d\u756a\u53f7\u3001\u65e5\u4ed8\u3001\u90e8\u5c4b\u3068\u30d7\u30e9\u30f3\u3001`rakutenCharge`\u3001`total`\u3001\u7a7a\u5ba4 | \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u7a7a\u5ba4\u691c\u7d22API |\n| \u6599\u91d1\u6539\u5b9a\u306e\u8a18\u9332 | \u6539\u5b9a\u3057\u305f\u65e5\u6642\u3001\u5bfe\u8c61\u306e\u65e5\u4ed8\u3068\u90e8\u5c4b\u30bf\u30a4\u30d7\u3001\u6539\u5b9a\u306e\u7406\u7531 | \u672c\u90e8\u306e\u6539\u5b9a\u306e\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u6599\u91d1\u53f0\u5e33\u306e\u300c\u7d4c\u8def\u3054\u3068\u306e\u610f\u56f3\u3057\u305f\u5dee\u300d\u306e\u5217\u3067\u3059\u3002** \u300c\u6d77\u5916\u306e\u30b5\u30a4\u30c8\u306f\u7a0e\u30fb\u30b5\u30fc\u30d3\u30b9\u6599\u306e\u898b\u305b\u65b9\u304c\u9055\u3046\u300d\u300c\u3053\u306e\u30b5\u30a4\u30c8\u306f\u4f1a\u54e1\u5272\u5f15\u3092\u30b5\u30a4\u30c8\u5074\u306e\u8ca0\u62c5\u3067\u4ed8\u3051\u3066\u3044\u308b\u300d\u3002**\u3053\u308c\u304c\u53f0\u5e33\u306b\u7121\u3044\u3068\u3001\u610f\u56f3\u3057\u305f\u5dee\u304c\u3059\u3079\u3066\u300c\u305a\u308c\u300d\u3068\u3057\u3066\u51fa\u307e\u3059\u3002**\n\n**\u6b8b\u5ba4\u306e\u300c\u53d6\u5f97\u3057\u305f\u6642\u523b\u300d\u3082\u5fc5\u305a\u6301\u3061\u307e\u3059\u3002** \u591c\u9593\u306e\u66f8\u304d\u51fa\u3057\u304c\u6b62\u307e\u3063\u305f\u65e5\u306b\u524d\u65e5\u306e\u6b8b\u5ba4\u3067\u8a08\u7b97\u3059\u308b\u3068\u3001**\u6628\u591c\u57cb\u307e\u3063\u305f\u90e8\u5c4b\u304c\u300c\u30b5\u30a4\u30c8\u306b\u51fa\u3066\u3044\u306a\u3044\u300d\u3068\u51fa\u307e\u3059\u3002**\n\n\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u66f8\u304d\u51fa\u3057\u3084API\u306e\u6709\u7121\u306f\u3001\u88fd\u54c1\u3068\u5951\u7d04\u306b\u3088\u3063\u3066\u9055\u3044\u3001**\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u5b9f\u88c5\u306b\u306a\u308a\u307e\u3059\u3002**","data_source":"**\u305a\u308c\u306e\u8a08\u7b97\u306b\u4f7f\u3046\u30c7\u30fc\u30bf\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5916\u3067\u5148\u306b\u305d\u308d\u3048\u307e\u3059\u3002** **\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9053\u5177\u3067\u5f15\u304f\u306e\u306f\u3001\u305a\u308c\u3068\u51fa\u305f\u7d44\u307f\u5408\u308f\u305b\u306e\u8a73\u7d30\u3060\u3051\u3067\u3059\u3002**\n\n\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e\u7a7a\u5ba4\u691c\u7d22API\u306f\u3001n8n \u306e HTTP Request \u30ce\u30fc\u30c9\u3067\u547c\u3073\u307e\u3059\u3002`applicationId` \u3068 `accessKey` \u304c\u5fc5\u9808\u3067\u3001\u65bd\u8a2d\u756a\u53f7\u306f1\u56de\u306b\u6700\u592715\u500b\u307e\u3067\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002**\u77ed\u3044\u6642\u9593\u306b\u5927\u91cf\u306b\u547c\u3076\u3068\u4e00\u5b9a\u6642\u9593\u4f7f\u3048\u306a\u304f\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u4e0a\u9650\u3092\u8d85\u3048\u308b\u3068429\u304c\u8fd4\u308a\u307e\u3059\u3002** HTTP Request \u30ce\u30fc\u30c9\u306e **Batching** \u3067\u547c\u3076\u901f\u3055\u3092\u6291\u3048\u3001**Never Error** \u306f\u4f7f\u308f\u305a\u306b2xx\u4ee5\u5916\u3092\u5931\u6557\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**\u547c\u3076\u65e5\u4ed8\u306f\u3001\u7e41\u5fd9\u65e5\u3068\u7fcc14\u65e5\u3068\u3001\u524d\u65e5\u306b\u305a\u308c\u304c\u51fa\u305f\u65e5\u306b\u7d5e\u308a\u307e\u3059\u3002**\n\n| \u9053\u5177\u306e\u540d\u524d | \u5f15\u304f\u3082\u306e | \u4f7f\u3044\u3069\u3053\u308d |\n|:--|:--|:--|\n| `get_distribution_log` | \u305d\u306e\u7d4c\u8def\u30fb\u65e5\u4ed8\u30fb\u90e8\u5c4b\u30bf\u30a4\u30d7\u306e\u3001\u76f4\u8fd1\u306e\u914d\u4fe1\u306e\u65e5\u6642\u3001\u914d\u4fe1\u3057\u305f\u5024\u3001\u6210\u529f\u30fb\u5931\u6557\u3068\u30a8\u30e9\u30fc\u306e\u6587\u9762 | \u914d\u4fe1\u306e\u5931\u6557\u304b\u3001\u914d\u4fe1\u306f\u6210\u529f\u3057\u3066\u3044\u308b\u304b\u3092\u898b\u5206\u3051\u308b |\n| `get_plan_mapping` | \u81ea\u793e\u306e\u30d7\u30e9\u30f3\u306e\u30b3\u30fc\u30c9\u3068\u3001\u305d\u306e\u30b5\u30a4\u30c8\u306e\u30d7\u30e9\u30f3\u30fb\u90e8\u5c4b\u306e\u5bfe\u5fdc | \u5225\u306e\u90e8\u5c4b\u306b\u7d10\u4ed8\u3044\u3066\u3044\u306a\u3044\u304b\u3001\u7d10\u4ed8\u3051\u304c\u5916\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b |\n| `get_intended_diff` | \u305d\u306e\u7d4c\u8def\u306e\u610f\u56f3\u3057\u305f\u5dee\u3068\u3001\u30b5\u30a4\u30c8\u5074\u306e\u5272\u5f15\u30fb\u4f1a\u54e1\u6599\u91d1\u306e\u767b\u9332 | \u305a\u308c\u304c\u610f\u56f3\u3057\u305f\u5dee\u3067\u8aac\u660e\u3067\u304d\u308b\u304b\u3092\u898b\u308b |\n| `get_rate_changes` | \u305d\u306e\u65e5\u4ed8\u30fb\u90e8\u5c4b\u30bf\u30a4\u30d7\u306e\u76f4\u8fd1\u306e\u6599\u91d1\u6539\u5b9a | \u6539\u5b9a\u306e\u5f8c\u306b\u914d\u4fe1\u304c\u8ffd\u3044\u3064\u3044\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b |\n| `get_past_findings` | \u540c\u3058\u7d44\u307f\u5408\u308f\u305b\u3078\u306e\u904e\u53bb\u306e\u6307\u6458\u3068\u3001\u305d\u306e\u5f8c\u306e\u51e6\u7f6e | \u4f55\u5ea6\u76ee\u306e\u6307\u6458\u304b\u3001\u524d\u56de\u3069\u3046\u76f4\u3057\u305f\u304b\u3092\u77e5\u308b |","preprocessing":"1. **\u9bae\u5ea6\u306e\u78ba\u8a8d** \u2026 \u6b8b\u5ba4\u3068\u914d\u4fe1\u72b6\u6cc1\u306e\u53d6\u5f97\u6642\u523b\u304c\u5f53\u65e5\u306e\u591c\u9593\u306e\u51e6\u7406\u3088\u308a\u5f8c\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u53e4\u3051\u308c\u3070\u898b\u56de\u308a\u3092\u6b62\u3081\u3001\u672c\u90e8\u3078\u77e5\u3089\u305b\u307e\u3059\n2. **\u5358\u4f4d\u3092\u305d\u308d\u3048\u308b** \u2026 1\u4eba\u3042\u305f\u308a\u304b1\u5ba4\u3042\u305f\u308a\u304b\u3001\u7a0e\u30fb\u30b5\u30fc\u30d3\u30b9\u6599\u3092\u542b\u3080\u304b\u3001\u4f55\u540d\u5229\u7528\u306e\u6599\u91d1\u304b\u3092\u3001\u7d4c\u8def\u3054\u3068\u306e\u6c7a\u307e\u308a\u3067\u53f0\u5e33\u3068\u540c\u3058\u5358\u4f4d\u306b\u76f4\u3057\u307e\u3059\u3002\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306f\u6599\u91d1\u304c1\u4eba\u5358\u4f4d\u304b1\u5ba4\u5358\u4f4d\u304b\u3092\u793a\u3059\u5024\u304c\u8fd4\u308b\u306e\u3067\u3001\u305d\u308c\u3067\u63db\u7b97\u3057\u307e\u3059\n3. **\u51fa\u3059\u3064\u3082\u308a\u306e\u5024\u306e\u8a08\u7b97** \u2026 \u53f0\u5e33\u306e\u57fa\u672c\u6599\u91d1\u30e9\u30f3\u30af\u306b\u3001\u30d7\u30e9\u30f3\u3054\u3068\u306e\u4e0a\u4e57\u305b\u3068\u7d4c\u8def\u3054\u3068\u306e\u610f\u56f3\u3057\u305f\u5dee\u3092\u5f53\u3066\u3066\u3001\u7d4c\u8def\u3054\u3068\u306e\u300c\u51fa\u3059\u3064\u3082\u308a\u306e\u5024\u300d\u3092\u51fa\u3057\u307e\u3059\n4. **\u305a\u308c\u306e\u5224\u5b9a** \u2026 \u51fa\u3059\u3064\u3082\u308a\u306e\u5024\u3068\u51fa\u3066\u3044\u308b\u5024\u306e\u5dee\u304c\u3001\u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u305f\u3082\u306e\u3092\u5019\u88dc\u306b\u3057\u307e\u3059\u3002\u6b8b\u5ba4\u306f1\u5ba4\u3067\u3082\u9055\u3048\u3070\u5019\u88dc\u306b\u3057\u307e\u3059\n5. **\u610f\u56f3\u3057\u305f\u5dee\u306e\u9664\u5916** \u2026 \u5dee\u304c\u610f\u56f3\u3057\u305f\u5dee\u306e\u4e00\u89a7\u3067\u8aac\u660e\u3067\u304d\u308b\u3082\u306e\u306f\u3001\u5019\u88dc\u304b\u3089\u5916\u3057\u3066\u300c\u8aac\u660e\u6e08\u307f\u300d\u3068\u3057\u3066\u8a18\u9332\u3060\u3051\u6b8b\u3057\u307e\u3059\n6. **\u524d\u65e5\u3068\u306e\u5dee\u5206** \u2026 \u524d\u65e5\u3082\u62fe\u3063\u305f\u3082\u306e\u304b\u3001\u65b0\u3057\u304f\u51fa\u305f\u3082\u306e\u304b\u3092\u4ed8\u3051\u307e\u3059\n7. **\u675f\u306d\u308b** \u2026 \u540c\u3058\u30d7\u30e9\u30f3\u306e\u30b3\u30fc\u30c9\u30fb\u540c\u3058\u914d\u4fe1\u306e\u65e5\u6642\u306e\u3082\u306e\u30921\u4ef6\u306b\u307e\u3068\u3081\u307e\u3059\n\n**2\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u8981\u3067\u3059\u3002** **\u5358\u4f4d\u3092\u305d\u308d\u3048\u305a\u306b\u6bd4\u3079\u308b\u3068\u3001\u3059\u3079\u3066\u306e\u7d4c\u8def\u304c\u300c\u305a\u308c\u300d\u306b\u306a\u308a\u307e\u3059\u3002** \u63db\u7b97\u306e\u898f\u5247\u306f\u53f0\u5e33\u306e\u5225\u306e\u30b7\u30fc\u30c8\u306b\u6301\u305f\u305b\u307e\u3059\u3002**\u8a08\u7b97\u306f\u3059\u3079\u3066 Code \u30ce\u30fc\u30c9\u3067\u884c\u3044\u3001AI\u306b\u306f\u7d50\u679c\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8a08\u7b97\u304c\u62fe\u3063\u305f\u305a\u308c\u306e\u539f\u56e0\u3092\u8a18\u9332\u304b\u3089\u6c7a\u3081\u3001\u76f4\u3059\u5834\u6240\u3068\u76f4\u3059\u6848\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u6c7a\u3081\u308b\u3053\u3068 | \u9078\u3076\u5024 | \u5224\u65ad\u306e\u6750\u6599 |\n|:--|:--|:--|\n| \u539f\u56e0 | \u914d\u4fe1\u306e\u5931\u6557\uff0f\u914d\u4fe1\u306e\u9045\u308c\uff08\u6539\u5b9a\u306e\u5f8c\uff09\uff0f\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u306e\u8aa4\u308a\uff0f\u30b5\u30a4\u30c8\u5074\u306e\u5272\u5f15\u30fb\u4f1a\u54e1\u6599\u91d1\uff0f\u53f0\u5e33\u304c\u53e4\u3044\uff0f\u5358\u4f4d\u306e\u63db\u7b97\u306e\u8aa4\u308a\uff0f\u4e0d\u660e | \u914d\u4fe1\u306e\u8a18\u9332\u3001\u7d10\u4ed8\u3051\u3001\u610f\u56f3\u3057\u305f\u5dee\u3001\u6539\u5b9a\u306e\u8a18\u9332 |\n| \u76f4\u3059\u5834\u6240 | \u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\uff0f\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\uff0f\u6599\u91d1\u53f0\u5e33\uff0fPMS | \u539f\u56e0 |\n| \u76f4\u3059\u6848 | \u518d\u914d\u4fe1\uff0f\u7d10\u4ed8\u3051\u306e\u4fee\u6b63\uff0f\u58f2\u308a\u6b62\u3081\uff0f\u53f0\u5e33\u306e\u66f4\u65b0\uff0f\u30b5\u30a4\u30c8\u5074\u306e\u8a2d\u5b9a\u306e\u78ba\u8a8d | \u539f\u56e0\u3001\u4f55\u65e5\u5148\u304b\u3001\u6b8b\u5ba4\u306e\u305a\u308c\u304b |\n| \u65bd\u8a2d\u3078\u306e\u8aac\u660e\u6587 | \u4f55\u304c\u3001\u3069\u306e\u7d4c\u8def\u306e\u4f55\u65e5\u306b\u3001\u3069\u3046\u9055\u3063\u3066\u898b\u3048\u3066\u3044\u308b\u304b | \u8a08\u7b97\u306e\u7d50\u679c\u3068\u6839\u62e0 |\n| \u672c\u90e8\u3078\u78ba\u304b\u3081\u308b\u4e8b\u9805 | \u4eba\u304c\u6c7a\u3081\u308b\u3053\u3068\u306e\u7b87\u6761\u66f8\u304d | \u6599\u91d1\u306e\u5224\u65ad\u3001\u30b5\u30a4\u30c8\u3068\u306e\u53d6\u308a\u6c7a\u3081 |\n\n**\u539f\u56e0\u306e\u300c\u30b5\u30a4\u30c8\u5074\u306e\u5272\u5f15\u30fb\u4f1a\u54e1\u6599\u91d1\u300d\u306f\u3001\u76f4\u3059\u5bfe\u8c61\u306b\u3057\u307e\u305b\u3093\u3002** \u65bd\u8a2d\u306e\u914d\u4fe1\u306f\u6b63\u3057\u3044\u304b\u3089\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u305d\u306e\u5272\u5f15\u3078\u306e\u53c2\u52a0\u3092\u65bd\u8a2d\u304c\u628a\u63e1\u3057\u3066\u3044\u306a\u3051\u308c\u3070 `questions_for_hq` \u306b\u56de\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5dee\u306e\u91d1\u984d\u30fb\u6b8b\u5ba4\u306e\u8a08\u7b97\u3084\u66f8\u304d\u63db\u3048 | \u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u306e\u7d50\u679c\u3060\u3051\u3092\u4f7f\u3046\u3002AI\u304c\u76f4\u3059\u3068\u6839\u62e0\u304c\u4e8c\u91cd\u306b\u306a\u308b |\n| \u6025\u304e\u306e\u6bb5\u968e\uff08A\uff0fB\uff0fC\uff09\u306e\u6c7a\u5b9a | \u6b8b\u5ba4\u306e\u305a\u308c\u304b\u3001\u4f55\u65e5\u5148\u304b\u304b\u3089\u898f\u5247\u3067\u6c7a\u3081\u308b |\n| \u6599\u91d1\u3084\u6b8b\u5ba4\u306e\u66f8\u304d\u63db\u3048 | \u914d\u4fe1\u3068\u58f2\u308a\u6b62\u3081\u306e\u9053\u5177\u3092\u6301\u305f\u305b\u306a\u3044\u3002\u76f4\u3059\u306e\u306f\u4eba |\n| \u300c\u3069\u306e\u6599\u91d1\u304c\u6b63\u3057\u3044\u304b\u300d\u306e\u5224\u65ad | \u53f0\u5e33\u304c\u6b63\u3002\u53f0\u5e33\u304c\u53e4\u3044\u7591\u3044\u306f\u672c\u90e8\u306b\u78ba\u304b\u3081\u308b |\n| \u4ed6\u306e\u30b5\u30a4\u30c8\u306b\u305d\u308d\u3048\u308b\u6848 | \u7d4c\u8def\u3054\u3068\u306e\u6599\u91d1\u3092\u3069\u3046\u6c7a\u3081\u308b\u304b\u306f\u65bd\u8a2d\u3068\u672c\u90e8\u306e\u5224\u65ad |\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u610f\u56f3\u3057\u3066\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u304c\u898b\u308b\u306e\u306f\u3001\u81ea\u793e\u304c\u6c7a\u3081\u305f\u6599\u91d1\u3069\u304a\u308a\u306b\u51fa\u3066\u3044\u308b\u304b\u3067\u3042\u3063\u3066\u3001**\u30b5\u30a4\u30c8\u540c\u58eb\u3092\u305d\u308d\u3048\u308b\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093**\uff08\u7b2c13\u7ae0\uff09\u3002","prompt_example":"System Message \u306b\u6b21\u306e\u5185\u5bb9\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5bbf\u6cca\u65bd\u8a2d\u306e\u8ca9\u58f2\u90e8\u9580\u3067\u3001\u4e88\u7d04\u30b5\u30a4\u30c8\u306b\u51fa\u3066\u3044\u308b\u6599\u91d1\u3068\u6b8b\u5ba4\u306e\u305a\u308c\u306e\n\u539f\u56e0\u3092\u8abf\u3079\u308b\u62c5\u5f53\u3067\u3059\u3002\u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u304b\u3089\u6e21\u3055\u308c\u308b\u300c\u305a\u308c\u300d\u306e\u7d50\u679c\u3092\u524d\u63d0\u306b\u3001\n\u9053\u5177\u3067\u8a18\u9332\u3092\u5f15\u304d\u3001\u539f\u56e0\u3068\u76f4\u3059\u5834\u6240\u3001\u76f4\u3059\u6848\u3001\u65bd\u8a2d\u3078\u306e\u8aac\u660e\u6587\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u524d\u63d0\u3068\u3057\u3066\u5909\u3048\u306a\u3044\u3053\u3068\u3011\n- expected\u3001observed\u3001diff\u3001unit \u306f\u8a08\u7b97\u306e\u7d50\u679c\u3067\u3059\u3002\u66f8\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u3084\u90e8\u5c4b\u6570\u306e\u8db3\u3057\u5f15\u304d\u3001\u7a0e\u3084\u4eba\u6570\u306e\u63db\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5fc5\u8981\u306a\u6570\u5024\u306f\u9053\u5177\u306e\u7d50\u679c\u304b\u3089\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6599\u91d1\u53f0\u5e33\u3092\u6b63\u3068\u3057\u3066\u6271\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u53f0\u5e33\u304c\u53e4\u3044\u7591\u3044\u304c\u3042\u308c\u3070\n  questions_for_hq \u306b\u66f8\u304d\u3001\u53f0\u5e33\u306e\u5024\u3092\u5909\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u9053\u5177\u306e\u4f7f\u3044\u65b9\u3011\n1. \u307e\u305a get_distribution_log \u3067\u3001\u305d\u306e\u7d4c\u8def\u30fb\u65e5\u4ed8\u306e\u914d\u4fe1\u304c\u6210\u529f\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u914d\u4fe1\u304c\u6210\u529f\u3057\u3066\u3044\u308b\u306e\u306b\u5024\u304c\u9055\u3046\u5834\u5408\u306f get_plan_mapping \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n3. \u53f0\u5e33\u3088\u308a\u5b89\u304f\u898b\u3048\u3066\u3044\u308b\u5834\u5408\u306f get_intended_diff \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n4. \u76f4\u8fd1\u306b\u6599\u91d1\u3092\u6539\u5b9a\u3057\u305f\u65e5\u4ed8\u306a\u3089 get_rate_changes \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n5. \u540c\u3058\u7d44\u307f\u5408\u308f\u305b\u3092\u524d\u306b\u3082\u6307\u6458\u3057\u3066\u3044\u308c\u3070 get_past_findings \u3067\u51e6\u7f6e\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u540c\u3058\u9053\u5177\u3092\u540c\u3058\u5f15\u6570\u30672\u56de\u547c\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u539f\u56e0\u306e\u9078\u3073\u65b9\u3011\n- push_failed ....... \u914d\u4fe1\u306e\u8a18\u9332\u306b\u5931\u6557\u307e\u305f\u306f\u30a8\u30e9\u30fc\u304c\u3042\u308b\n- push_delayed ...... \u6539\u5b9a\u306e\u5f8c\u306e\u914d\u4fe1\u304c\u307e\u3060\u7121\u3044\u3001\u307e\u305f\u306f\u6539\u5b9a\u3088\u308a\u524d\u306e\u5024\u304c\u51fa\u3066\u3044\u308b\n- mapping_error ..... \u30d7\u30e9\u30f3\u3084\u90e8\u5c4b\u306e\u7d10\u4ed8\u3051\u304c\u5225\u306e\u3082\u306e\u3001\u307e\u305f\u306f\u5916\u308c\u3066\u3044\u308b\n- channel_discount .. \u30b5\u30a4\u30c8\u5074\u306e\u5272\u5f15\u30fb\u4f1a\u54e1\u6599\u91d1\u306e\u767b\u9332\u3067\u8aac\u660e\u3067\u304d\u308b\n- ledger_stale ...... \u6539\u5b9a\u306e\u8a18\u9332\u3088\u308a\u53f0\u5e33\u304c\u53e4\u3044\u3068\u8aad\u3081\u308b\n- unit_mismatch ..... \u4eba\u6570\u30fb\u7a0e\u30fb1\u5ba4\u304b1\u4eba\u304b\u306e\u6271\u3044\u304c\u7d4c\u8def\u306e\u6c7a\u307e\u308a\u3068\u9055\u3046\n- unknown ........... \u4e0a\u306e\u3069\u308c\u3068\u3082\u6c7a\u3081\u3089\u308c\u306a\u3044\n\u8ff7\u3063\u305f\u3068\u304d\u306f unknown \u3092\u9078\u3073\u3001questions_for_hq \u306b\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8a18\u9332\u306b\u7121\u3044\u3053\u3068\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u30b5\u30a4\u30c8\u5074\u306e\u8a2d\u5b9a\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30b5\u30a4\u30c8\u306e\u753b\u9762\u304c\u3069\u3046\u898b\u3048\u3066\u3044\u308b\u304b\u306f\u3001\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e API \u306e\u7d50\u679c\u4ee5\u5916\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002\n  \u5206\u304b\u3089\u306a\u3044\u3053\u3068\u306f\u300c\u914d\u4fe1\u306e\u8a18\u9332\u4e0a\u306f\u300d\u3068\u66f8\u304d\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4ed6\u306e\u7d4c\u8def\u306e\u6599\u91d1\u306b\u305d\u308d\u3048\u308b\u6848\u3092\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u76f4\u3059\u6848\u306f\u3001\u53f0\u5e33\u3069\u304a\u308a\u306b\u51fa\u3059\u305f\u3081\u306e\u64cd\u4f5c\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6599\u91d1\u306e\u5024\u4e0a\u3052\u30fb\u5024\u4e0b\u3052\u306e\u63d0\u6848\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6b8b\u5ba4\u306e\u305a\u308c\u306f\u3001\u58f2\u308a\u6b62\u3081\u306e\u6f0f\u308c\u304b\u914d\u4fe1\u306e\u5931\u6557\u304b\u3092\u5fc5\u305a\u533a\u5225\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u5224\u65ad\u306e\u6839\u62e0\u306b\u3057\u305f\u8a18\u9332\u306e\u7a2e\u985e\u3068\u8b58\u5225\u5b50\u3068\u3001\u8a72\u5f53\u3059\u308b\u6587\u5b57\u5217\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6025\u304e\u306e\u6bb5\u968e\u306f\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8a08\u7b97\u306e\u7d50\u679c\u3011{discrepancy}\n\u3010\u524d\u65e5\u306e\u898b\u56de\u308a\u306e\u7d50\u679c\u3011{previous}\n\u3010\u65bd\u8a2d\u3068\u62c5\u5f53\u3011{property}\n```\n\n**\u300c\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e API \u306e\u7d50\u679c\u4ee5\u5916\u306f\u5206\u304b\u3089\u306a\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001AI\u306f\u914d\u4fe1\u306e\u8a18\u9332\u304c\u6210\u529f\u3068\u3044\u3046\u3060\u3051\u3067\u300c\u30b5\u30a4\u30c8\u4e0a\u3082\u6b63\u3057\u304f\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002** \u78ba\u304b\u3081\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u78ba\u304b\u3081\u305f\u3088\u3046\u306b\u5831\u544a\u3055\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n**\u300c\u4ed6\u306e\u7d4c\u8def\u306b\u305d\u308d\u3048\u308b\u6848\u3092\u51fa\u3055\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001AI\u306f\u4e00\u756a\u5b89\u3044\u30b5\u30a4\u30c8\u306b\u5408\u308f\u305b\u308b\u6848\u3092\u51fa\u3057\u307e\u3059\u3002** \u6d88\u3057\u305f\u3044\u306e\u306f\u53f0\u5e33\u3068\u306e\u305a\u308c\u3067\u3042\u3063\u3066\u3001\u7d4c\u8def\u306e\u9593\u306e\u5dee\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002","output_data":"**Require Specific Output Format \u3092\u6709\u52b9\u306b\u3057\u3001Structured Output Parser \u3092\u3064\u306a\u304e\u307e\u3059\u3002** \u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"property_code\": \"\",\n  \"run_date\": \"\",\n  \"discrepancy\": {\n    \"channel\": \"\", \"stay_date\": \"\", \"room_type\": \"\", \"plan_code\": \"\",\n    \"kind\": \"rate | availability\",\n    \"expected\": 0, \"observed\": 0, \"diff\": 0, \"unit\": \"\",\n    \"observed_source\": \"rakuten_api | distribution_log\"\n  },\n  \"cause\": \"push_failed | push_delayed | mapping_error | channel_discount | ledger_stale | unit_mismatch | unknown\",\n  \"evidence\": [ { \"source\": \"distribution_log | mapping | intended_diff | rate_change\", \"id\": \"\", \"quote\": \"\" } ],\n  \"fix_location\": \"site_controller | channel_extranet | rate_ledger | pms | none\",\n  \"proposed_fix\": \"repush | fix_mapping | stop_sell | update_ledger | check_channel_setting | no_action\",\n  \"message_to_property\": \"\",\n  \"questions_for_hq\": [],\n  \"confidence\": \"high | low\"\n}\n```\n\nStructured Output Parser \u306f\u3001JSON\u306e\u4f8b\u304b\u3089\u5f62\u3092\u4f5c\u308b\u65b9\u6cd5\u3068\u3001JSON Schema \u3092\u66f8\u304f\u65b9\u6cd5\u306e2\u3064\u304b\u3089\u9078\u3079\u307e\u3059\u3002**\u4f8b\u304b\u3089\u4f5c\u308b\u3068\u3001\u3059\u3079\u3066\u306e\u9805\u76ee\u304c\u5fc5\u9808\u3068\u3057\u3066\u6271\u308f\u308c\u307e\u3059\u3002** \u539f\u56e0\u304c `channel_discount` \u306e\u3068\u304d\u306f `proposed_fix` \u3092 `no_action` \u306b\u3057\u3001`questions_for_hq` \u304c\u7a7a\u306e\u3053\u3068\u3082\u3042\u308b\u306e\u3067\u3001**JSON Schema \u3067\u66f8\u304d\u3001\u5fc5\u9808\u306e\u9805\u76ee\u3092\u81ea\u5206\u3067\u6c7a\u3081\u307e\u3059\u3002** JSON Schema \u306e `$ref` \u306b\u3088\u308b\u53c2\u7167\u306f\u4f7f\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001`discrepancy` \u306e\u5165\u308c\u5b50\u306f\u305d\u306e\u5834\u306b\u5c55\u958b\u3057\u3066\u66f8\u304d\u307e\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u539f\u56e0\u3068\u6bb5\u968e\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u6bb5\u968e\u306f\u5f8c\u6bb5\u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n| \u6bb5\u968e | \u6761\u4ef6\uff08\u898f\u5247\uff09 | \u884c\u304d\u5148 |\n|:--|:--|:--|\n| A | \u6b8b\u5ba4\u306e\u305a\u308c\u3067\u3001PMS\u3067\u306f\u6e80\u5ba4\u30fb\u58f2\u308a\u6b62\u3081\u306a\u306e\u306b\u30b5\u30a4\u30c8\u306b\u6b8b\u5ba4\u304c\u3042\u308b\u3002\u307e\u305f\u306f7\u65e5\u4ee5\u5185\u306e\u6599\u91d1\u306e\u305a\u308c\u3067\u3001\u53f0\u5e33\u3088\u308a\u5b89\u304f\u51fa\u3066\u3044\u308b | \u65bd\u8a2d\u306e\u4e88\u7d04\u62c5\u5f53\u3068\u672c\u90e8\u306e\u4e21\u65b9\u3002\u3059\u3050\u306b\u901a\u77e5 |\n| B | 8\u301c30\u65e5\u5148\u306e\u6599\u91d1\u306e\u305a\u308c\u3001\u307e\u305f\u306f\u53f0\u5e33\u3088\u308a\u9ad8\u304f\u51fa\u3066\u3044\u308b | \u65bd\u8a2d\u306e\u4e88\u7d04\u62c5\u5f53\u3078\u3002\u672c\u90e8\u3078\u306f\u65e5\u5831\u3067\u307e\u3068\u3081\u3066 |\n| C | 31\u65e5\u4ee5\u964d\u306e\u6599\u91d1\u306e\u305a\u308c\u3001\u307e\u305f\u306f `channel_discount` \u3067\u65bd\u8a2d\u304c\u672a\u628a\u63e1\u306e\u3082\u306e | \u65bd\u8a2d\u306e\u4e00\u89a7\u3060\u3051 |\n\n**\u6b8b\u5ba4\u306e\u305a\u308c\u3092\u6599\u91d1\u3088\u308a\u4e0a\u306b\u7f6e\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u53d6\u308a\u8fd4\u3057\u304c\u3064\u304b\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u6e80\u5ba4\u306e\u65e5\u306b\u5165\u3063\u305f\u4e88\u7d04\u306f\u3001\u304a\u5ba2\u69d8\u306e\u65c5\u884c\u306e\u4e88\u5b9a\u305d\u306e\u3082\u306e\u306b\u97ff\u304d\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`observed_source` \u3067\u300c\u898b\u3048\u3066\u3044\u308b\u300d\u3068\u300c\u8a18\u9332\u4e0a\u305d\u3046\u306a\u3063\u3066\u3044\u308b\u300d\u3092\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306eAPI\u3067\u78ba\u304b\u3081\u305f\u5024\u3068\u3001\u914d\u4fe1\u306e\u8a18\u9332\u304b\u3089\u8aad\u3093\u3060\u5024\u3092\u3001\u4e00\u89a7\u3067\u898b\u5206\u3051\u3089\u308c\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u6599\u91d1\u53f0\u5e33 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u6599\u91d1\u30e9\u30f3\u30af\u3001\u4e0a\u4e57\u305b\u3001\u7d4c\u8def\u3054\u3068\u306e\u610f\u56f3\u3057\u305f\u5dee\u3092\u5f15\u304f |\n| PMS | \u591c\u9593\u306e\u66f8\u304d\u51fa\u3057\u306e\u8aad\u307f\u53d6\u308a | \u6b8b\u5ba4\u3068\u58f2\u308a\u6b62\u3081\u3092\u5f15\u304f |\n| \u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc | \u66f8\u304d\u51fa\u3057\u306e\u8aad\u307f\u53d6\u308a\u3001\u307e\u305f\u306fAPI | \u914d\u4fe1\u306e\u7d50\u679c\u3068\u30a8\u30e9\u30fc\u3001\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u3092\u5f15\u304f |\n| \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u7a7a\u5ba4\u691c\u7d22API | HTTP Request \u30ce\u30fc\u30c9 | \u81ea\u65bd\u8a2d\u306e\u90e8\u5c4b\u3068\u30d7\u30e9\u30f3\u306e\u6599\u91d1\u30fb\u7a7a\u5ba4\u3092\u5f15\u304f |\n| Microsoft Teams | \u30c1\u30e3\u30cd\u30eb\u3078\u306e\u6295\u7a3f | \u65bd\u8a2d\u3054\u3068\u306e\u4e00\u89a7\u3001\u6bb5\u968eA\u306e\u901a\u77e5 |\n| \u898b\u56de\u308a\u306e\u8a18\u9332 | \u66f8\u304d\u8fbc\u307f | \u305d\u306e\u65e5\u306e\u7d50\u679c\u3001\u76f4\u3057\u305f\u304b\u3069\u3046\u304b\u3001\u7fcc\u65e5\u306e\u8ffd\u3044\u304b\u3051 |\n\n**\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6e21\u3059\u9053\u5177\u306f\u3059\u3079\u3066\u8aad\u307f\u53d6\u308a\u3067\u3059\u3002** \u6295\u7a3f\u3068\u8a18\u9332\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u5f8c\u6bb5\u306e\u30ce\u30fc\u30c9\u304c\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002**AI\u304c\u66f8\u304d\u8fbc\u307f\u3092\u6301\u305f\u306a\u3044\u306e\u3067\u3001\u6599\u91d1\u304c\u52dd\u624b\u306b\u5909\u308f\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002** OpenAI Chat Model \u30ce\u30fc\u30c9\u306e Sampling Temperature \u306f\u9ad8\u3044\u307b\u3069\u8aa4\u308a\u306e\u304a\u305d\u308c\u304c\u5897\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u4f4e\u3081\u306b\u7f6e\u304d\u3001Timeout \u3068 Max Retries \u3067\u898b\u56de\u308a\u5168\u4f53\u304c\u6b62\u307e\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002","human_review":"**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u51fa\u3057\u305f\u5168\u4ef6\u3067\u3059\u3002** \u305f\u3060\u3057\u3001\u898b\u308b\u6df1\u3055\u3092\u6bb5\u968e\u3067\u5909\u3048\u307e\u3059\u3002\n\n1. **\u6bb5\u968eA\u3092\u6700\u521d\u306b\u898b\u308b** \u2026 \u65bd\u8a2d\u306e\u4e88\u7d04\u62c5\u5f53\u306f\u3001\u6b8b\u5ba4\u306e\u305a\u308c\u304b\u3089\u5148\u306b\u3001\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u304b\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\u3067\u58f2\u308a\u6b62\u3081\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **`confidence` \u304c `low` \u3068 `unknown` \u306e\u3082\u306e\u3092\u898b\u308b** \u2026 \u539f\u56e0\u304c\u6c7a\u307e\u3089\u306a\u3044\u3082\u306e\u306f\u3001\u7d10\u4ed8\u3051\u304b\u53f0\u5e33\u306e\u5074\u306b\u6b20\u3051\u304c\u3042\u308b\u3053\u3068\u304c\u591a\u3044\n3. **`mapping_error` \u3092\u898b\u308b** \u2026 \u76f4\u3059\u524d\u306b\u3001**\u540c\u3058\u30d7\u30e9\u30f3\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\u4ed6\u306e\u7d4c\u8def\u306b\u97ff\u304b\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\n4. **`ledger_stale` \u306f\u672c\u90e8\u304c\u898b\u308b** \u2026 \u53f0\u5e33\u3092\u76f4\u3059\u304b\u3001\u914d\u4fe1\u3092\u76f4\u3059\u304b\u306f\u672c\u90e8\u306e\u30ec\u30d9\u30cb\u30e5\u30fc\u62c5\u5f53\u304c\u6c7a\u3081\u307e\u3059\n5. **\u6bb5\u968eB\u30fbC\u306f\u4e00\u89a7\u3067\u898b\u308b** \u2026 \u518d\u914d\u4fe1\u3067\u6e08\u3080\u3082\u306e\u306f\u307e\u3068\u3081\u3066\u884c\u3044\u307e\u3059\n\n**\u76ee\u6a19\u306f1\u4ef6\u3092\u306a\u3089\u3057\u306610\u5206\u3067\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| PMS\u306e\u66f8\u304d\u51fa\u3057\u304c\u7d42\u308f\u3063\u3066\u3044\u306a\u3044 | \u53d6\u5f97\u6642\u523b\u3067\u691c\u77e5\u3057\u3066\u6b8b\u5ba4\u306e\u898b\u56de\u308a\u3092\u6b62\u3081\u3001\u672c\u90e8\u3078\u77e5\u3089\u305b\u308b\u3002**\u524d\u65e5\u306e\u5024\u3067\u8a08\u7b97\u3057\u306a\u3044** |\n| \u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u66f8\u304d\u51fa\u3057\u304c\u7121\u3044 | \u305d\u306e\u65e5\u306f\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e\u5206\u3060\u3051\u898b\u56de\u308a\u3001\u6b8b\u308a\u306f\u300c\u672a\u78ba\u8a8d\u300d\u3068\u3057\u3066\u4e00\u89a7\u306b\u8f09\u305b\u308b |\n| \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306eAPI\u304c429\u3092\u8fd4\u3059 | Batching \u306e\u9593\u9694\u3092\u5e83\u3052\u3066\u6b8b\u308a\u3092\u7fcc\u56de\u3078\u3002**\u53d6\u308c\u306a\u304b\u3063\u305f\u65e5\u4ed8\u3092\u4e00\u89a7\u306b\u51fa\u3059** |\n| \u53f0\u5e33\u306b\u7121\u3044\u30d7\u30e9\u30f3\u304c\u914d\u4fe1\u3055\u308c\u3066\u3044\u308b | `mapping_error` \u306e\u5019\u88dc\u3068\u3057\u3066\u4eba\u3078\u56de\u3059 |\n| Max Iterations \u306b\u9054\u3057\u305f | \u9014\u4e2d\u307e\u3067\u306e\u7d50\u679c\u3068 `unknown` \u3067\u4eba\u3078\u56de\u3059 |\n| \u540c\u3058\u305a\u308c\u30923\u65e5\u7d9a\u3051\u3066\u6307\u6458\u3057\u3066\u3044\u308b | \u6bb5\u968e\u30921\u3064\u4e0a\u3052\u3001\u672c\u90e8\u306b\u3082\u901a\u77e5\u3059\u308b |\n\n**\u4e0a\u306e3\u884c\u3067\u3001\u8aa4\u3063\u305f\u6307\u6458\u306e\u5927\u534a\u3092\u6b62\u3081\u307e\u3059\u3002** \u3069\u308c\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u304c\u305d\u308d\u308f\u306a\u3044\u307e\u307e\u8a08\u7b97\u3057\u305f\u554f\u984c\u3067\u3059\u3002","log_storage":"- \u305d\u306e\u65e5\u306e\u8a08\u7b97\u306e\u5165\u529b\uff08\u53f0\u5e33\u30fb\u6b8b\u5ba4\u30fb\u914d\u4fe1\u72b6\u6cc1\u306e\u53d6\u5f97\u6642\u523b\u3068\u4ef6\u6570\u3001\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306eAPI\u3067\u53d6\u308c\u305f\u65e5\u4ed8\u3068\u53d6\u308c\u306a\u304b\u3063\u305f\u65e5\u4ed8\uff09\n- \u7d4c\u8def\u30fb\u65e5\u4ed8\u30fb\u90e8\u5c4b\u30bf\u30a4\u30d7\u3054\u3068\u306e\u3001\u51fa\u3059\u3064\u3082\u308a\u306e\u5024\u3068\u51fa\u3066\u3044\u308b\u5024\u3001\u5dee\u3001\u300c\u8aac\u660e\u6e08\u307f\u300d\u3068\u3057\u3066\u5916\u3057\u305f\u3082\u306e\n- \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u306e\u5168\u6587\u3068\u3001Return Intermediate Steps \u3067\u6b8b\u3057\u305f\u9014\u4e2d\u306e\u904e\u7a0b\n- \u898f\u5247\u3067\u6c7a\u3081\u305f\u6bb5\u968e\u3068\u3001\u77e5\u3089\u305b\u305f\u5148\n- **\u65bd\u8a2d\u306e\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u304b\u3069\u3046\u304b\u3068\u3001\u76f4\u3057\u305f\u65e5\u6642\u3068\u5834\u6240**\n- \u7fcc\u671d\u306e\u898b\u56de\u308a\u3067\u89e3\u6d88\u3057\u305f\u304b\u3069\u3046\u304b\n\n**2\u3064\u76ee\u3067\u300c\u8aac\u660e\u6e08\u307f\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u610f\u56f3\u3057\u305f\u5dee\u306e\u4e00\u89a7\u304c\u53e4\u304f\u306a\u308b\u305f\u3081\u3067\u3059\u3002** \u5916\u3057\u305f\u3082\u306e\u306e\u8a18\u9332\u304c\u7121\u3044\u3068\u3001\u3044\u3064\u304b\u3089\u8aac\u660e\u304c\u3064\u304b\u306a\u304f\u306a\u3063\u305f\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":8,"assumption_frequency":180,"assumption_workdays":30,"volume_month":180,"before_minutes_per_case":40,"after_minutes_per_case":10,"hourly_cost":3500,"before_hours_month":120,"after_hours_month":30,"saved_hours_month":90,"reduction_rate":75,"saved_hours_year":1080,"annual_cost_effect":3780000,"summary":"\u6bce\u671d\u3001\u5404\u4e88\u7d04\u30b5\u30a4\u30c8\u3068\u81ea\u793e\u30b5\u30a4\u30c8\u306b\u51fa\u3066\u3044\u308b\u6599\u91d1\u3068\u6b8b\u5ba4\u3092\u3001\u81ea\u793e\u306e\u6599\u91d1\u53f0\u5e33\u306e\u300c\u51fa\u3059\u3064\u3082\u308a\u306e\u5024\u300d\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u305a\u308c\u3092\u62fe\u3044\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u305a\u308c\u3054\u3068\u306b\u914d\u4fe1\u306e\u8a18\u9332\u3084\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u3092\u5f15\u3044\u3066\u539f\u56e0\u3092\u6c7a\u3081\u3001\u76f4\u3059\u6848\u3092\u65bd\u8a2d\u3054\u3068\u306b\u307e\u3068\u3081\u307e\u3059\u3002","before_flow":"1. \u4e88\u7d04\u62c5\u5f53\u304c\u6bce\u671d\u3001PMS\u3067\u4eca\u5f8c\u306e\u6b8b\u5ba4\u3092\u78ba\u304b\u3081\u308b\n2. \u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u753b\u9762\u3067\u3001\u524d\u65e5\u306b\u914d\u4fe1\u3057\u305f\u6599\u91d1\u3068\u6b8b\u5ba4\u306b\u914d\u4fe1\u30a8\u30e9\u30fc\u304c\u51fa\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b\n3. \u4e3b\u8981\u306a\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\u3068\u3001\u304a\u5ba2\u69d8\u3068\u540c\u3058\u691c\u7d22\u753b\u9762\u3092\u958b\u304d\u3001\u7e41\u5fd9\u65e5\u3068\u7fcc\u9031\u306e\u6599\u91d1\u3092\u4f55\u65e5\u5206\u304b\u62fe\u3063\u3066\u898b\u308b\n4. \u53f0\u5e33\u306e\u6599\u91d1\u3068\u9055\u3046\u3082\u306e\u304c\u3042\u308c\u3070\u3001\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u8a2d\u5b9a\u3001\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u3001\u30b5\u30a4\u30c8\u5074\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u53c2\u52a0\u72b6\u6cc1\u3092\u9806\u306b\u78ba\u304b\u3081\u308b\n5. \u539f\u56e0\u304c\u5206\u304b\u308c\u3070\u3001\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u3067\u518d\u914d\u4fe1\u3059\u308b\u304b\u3001\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\u3067\u76f4\u3059\n6. \u81ea\u5206\u3067\u76f4\u305b\u306a\u3044\u3082\u306e\u306f\u3001\u672c\u90e8\u306e\u30ec\u30d9\u30cb\u30e5\u30fc\u62c5\u5f53\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u76f8\u8ac7\u3059\u308b\n7. \u76f4\u3057\u305f\u304b\u3069\u3046\u304b\u3092\u3001\u65bd\u8a2d\u3054\u3068\u306e\u30e1\u30e2\u306b\u66f8\u304f\n\n**\uff08a\uff09\u898b\u308b\u7bc4\u56f2\u304c\u65e5\u306b\u3088\u3063\u3066\u9055\u3046\u3002** 7\u7d4c\u8def \u00d7 \u90e8\u5c4b\u30bf\u30a4\u30d7 \u00d7 \u4eca\u5f8c90\u65e5\u3092\u3059\u3079\u3066\u76ee\u3067\u898b\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u62c5\u5f53\u8005\u306f\u300c\u7e41\u5fd9\u65e5\u300d\u3068\u300c\u7fcc\u9031\u300d\u3092\u4e2d\u5fc3\u306b\u3001**\u6c17\u306b\u306a\u3063\u305f\u3068\u3053\u308d\u3060\u3051\u3092\u62fe\u3063\u3066\u898b\u307e\u3059\u3002** \u9060\u3044\u65e5\u4ed8\u3084\u9591\u6563\u65e5\u306e\u8aa4\u308a\u306f\u3001\u4e88\u7d04\u304c\u5165\u308b\u307e\u3067\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\n\n**\uff08b\uff09\u6b8b\u5ba4\u306e\u98df\u3044\u9055\u3044\u306f\u3001\u4e88\u7d04\u304c\u5165\u3063\u305f\u5f8c\u306b\u5206\u304b\u308b\u3002** \u58f2\u308a\u6b62\u3081\u306b\u3057\u305f\u306f\u305a\u306e\u90e8\u5c4b\u304c\u3069\u3053\u304b\u306e\u30b5\u30a4\u30c8\u306b\u6b8b\u3063\u3066\u3044\u308b\u3068\u3001**\u6e80\u5ba4\u306e\u65e5\u306b\u4e88\u7d04\u304c\u5165\u308a\u307e\u3059\u3002** \u305d\u306e\u6642\u70b9\u3067\u3067\u304d\u308b\u306e\u306f\u3001\u304a\u5ba2\u69d8\u3078\u306e\u304a\u8a6b\u3073\u3068\u4ed6\u306e\u65bd\u8a2d\u3078\u306e\u632f\u308a\u66ff\u3048\u306e\u76f8\u8ac7\u3060\u3051\u3067\u3059\u3002\n\n**\uff08c\uff09\u5b89\u304f\u898b\u3048\u3066\u3044\u308b\u7406\u7531\u3092\u63a2\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u30b5\u30a4\u30c8\u3067\u53f0\u5e33\u3088\u308a\u5b89\u3044\u6599\u91d1\u304c\u51fa\u3066\u3044\u3066\u3082\u3001\u914d\u4fe1\u306e\u8aa4\u308a\u306a\u306e\u304b\u3001\u30b5\u30a4\u30c8\u306e\u4f1a\u54e1\u5411\u3051\u306e\u5272\u5f15\u306a\u306e\u304b\u3001\u30b5\u30a4\u30c8\u5c02\u7528\u306e\u30d7\u30e9\u30f3\u306a\u306e\u304b\u306f\u3001**\u753b\u9762\u30923\u3064\u30824\u3064\u3082\u958b\u304b\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u305b\u3093\u3002** \u539f\u56e0\u304c\u5206\u304b\u3089\u306a\u3044\u307e\u307e\u518d\u914d\u4fe1\u3057\u3066\u3001\u4f55\u3082\u5909\u308f\u3089\u306a\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u6599\u91d1\u306e\u6539\u5b9a\u306e\u76f4\u5f8c\u304c\u629c\u3051\u308b\u3002** \u6539\u5b9a\u306e\u591c\u306b\u914d\u4fe1\u304c\u4e00\u90e8\u3060\u3051\u5931\u6557\u3059\u308b\u3068\u3001**\u62c5\u5f53\u8005\u304c\u898b\u3066\u3044\u306a\u3044\u65e5\u4ed8\u306b\u9650\u3063\u3066\u53e4\u3044\u6599\u91d1\u304c\u6b8b\u308a\u307e\u3059\u3002**","before_flow_steps":["\u4e88\u7d04\u62c5\u5f53\u304c\u6bce\u671d\u3001PMS\u3067\u4eca\u5f8c\u306e\u6b8b\u5ba4\u3092\u78ba\u304b\u3081\u308b","\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u753b\u9762\u3067\u3001\u524d\u65e5\u306b\u914d\u4fe1\u3057\u305f\u6599\u91d1\u3068\u6b8b\u5ba4\u306b\u914d\u4fe1\u30a8\u30e9\u30fc\u304c\u51fa\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b","\u4e3b\u8981\u306a\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\u3068\u3001\u304a\u5ba2\u69d8\u3068\u540c\u3058\u691c\u7d22\u753b\u9762\u3092\u958b\u304d\u3001\u7e41\u5fd9\u65e5\u3068\u7fcc\u9031\u306e\u6599\u91d1\u3092\u4f55\u65e5\u5206\u304b\u62fe\u3063\u3066\u898b\u308b","\u53f0\u5e33\u306e\u6599\u91d1\u3068\u9055\u3046\u3082\u306e\u304c\u3042\u308c\u3070\u3001\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u8a2d\u5b9a\u3001\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u3001\u30b5\u30a4\u30c8\u5074\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u53c2\u52a0\u72b6\u6cc1\u3092\u9806\u306b\u78ba\u304b\u3081\u308b","\u539f\u56e0\u304c\u5206\u304b\u308c\u3070\u3001\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u3067\u518d\u914d\u4fe1\u3059\u308b\u304b\u3001\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\u3067\u76f4\u3059","\u81ea\u5206\u3067\u76f4\u305b\u306a\u3044\u3082\u306e\u306f\u3001\u672c\u90e8\u306e\u30ec\u30d9\u30cb\u30e5\u30fc\u62c5\u5f53\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u76f8\u8ac7\u3059\u308b","\u76f4\u3057\u305f\u304b\u3069\u3046\u304b\u3092\u3001\u65bd\u8a2d\u3054\u3068\u306e\u30e1\u30e2\u306b\u66f8\u304f"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u6bce\u671d6\u6642\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u52d5\u304d\u3001\u6599\u91d1\u53f0\u5e33\u30fbPMS\u306e\u6b8b\u5ba4\u30fb\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u914d\u4fe1\u72b6\u6cc1\u3092\u8aad\u307f\u8fbc\u3080\n2. **\u3010\u81ea\u52d5\u3011** \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306b\u3064\u3044\u3066\u306f\u3001\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u7a7a\u5ba4\u691c\u7d22API\u3067\u3001\u304a\u5ba2\u69d8\u306b\u898b\u3048\u3066\u3044\u308b\u6599\u91d1\u3068\u7a7a\u5ba4\u3092\u5f15\u304f\n3. **\u3010\u81ea\u52d5\u3011** \u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u304c\u3001\u65e5\u4ed8\u30fb\u90e8\u5c4b\u30bf\u30a4\u30d7\u30fb\u7d4c\u8def\u3054\u3068\u306b\u300c\u51fa\u3059\u3064\u3082\u308a\u306e\u5024\u300d\u3068\u300c\u51fa\u3066\u3044\u308b\u5024\u300d\u306e\u5dee\u3092\u51fa\u3057\u3001\u305a\u308c\u3092\u62fe\u3046\n4. **\u3010\u81ea\u52d5\u3011** \u62fe\u3063\u305f\u305a\u308c\u3092\u3001\u65bd\u8a2d\u30fb\u65e5\u4ed8\u30fb\u90e8\u5c4b\u30bf\u30a4\u30d7\u3067\u307e\u3068\u3081\u3066\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6e21\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001\u914d\u4fe1\u306e\u8a18\u9332\u30fb\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u30fb\u610f\u56f3\u3057\u305f\u5dee\u306e\u4e00\u89a7\u30fb\u76f4\u8fd1\u306e\u6599\u91d1\u6539\u5b9a\u3092\u9053\u5177\u3067\u5f15\u304d\u3001\u539f\u56e0\u3092\u6c7a\u3081\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001\u76f4\u3059\u5834\u6240\u3068\u76f4\u3059\u6848\u3001\u672c\u90e8\u3078\u78ba\u304b\u3081\u308b\u4e8b\u9805\u3092\u69cb\u9020\u5316\u3057\u305f\u5f62\u3067\u8fd4\u3059\n7. **\u3010\u81ea\u52d5\u3011** \u6025\u304e\u306e\u6bb5\u968e\uff08A\uff0fB\uff0fC\uff09\u3092\u3001\u6b8b\u5ba4\u306e\u305a\u308c\u304b\u6599\u91d1\u306e\u305a\u308c\u304b\u3001\u4f55\u65e5\u5148\u304b\u3067\u898f\u5247\u3067\u6c7a\u3081\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u65bd\u8a2d\u3054\u3068\u306e\u4e00\u89a7\u3092\u30c1\u30e3\u30c3\u30c8\u306b\u51fa\u3057\u3001\u6bb5\u968eA\u306f\u65bd\u8a2d\u306e\u4e88\u7d04\u62c5\u5f53\u3068\u672c\u90e8\u306e\u4e21\u65b9\u306b\u77e5\u3089\u305b\u308b\n9. **\u3010\u4eba\u3011** \u4e88\u7d04\u62c5\u5f53\u304c\u4e00\u89a7\u3068\u6839\u62e0\u3092\u78ba\u304b\u3081\u3001\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u3084\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\u3067\u76f4\u3059\n10. **\u3010\u81ea\u52d5\u3011** \u76f4\u3057\u305f\u304b\u3069\u3046\u304b\u3092\u3001\u7fcc\u671d\u306e\u898b\u56de\u308a\u3067\u3082\u3046\u4e00\u5ea6\u78ba\u304b\u3081\u308b\n\n**9\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002\u6599\u91d1\u3068\u6b8b\u5ba4\u3092\u66f8\u304d\u63db\u3048\u308b\u306e\u306f\u3001\u5fc5\u305a\u4eba\u3067\u3059\u3002** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u306f\u914d\u4fe1\u3084\u7ba1\u7406\u753b\u9762\u3092\u64cd\u4f5c\u3059\u308b\u9053\u5177\u3092\u6301\u305f\u305b\u307e\u305b\u3093\u3002**\u8aa4\u3063\u305f\u76f4\u3057\u65b9\u306f\u3001\u8aa4\u3063\u305f\u305a\u308c\u3088\u308a\u3082\u5927\u304d\u306a\u640d\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**10\u756a\u76ee\u3067\u3001\u76f4\u3057\u305f\u306f\u305a\u306e\u305a\u308c\u304c\u7fcc\u671d\u3082\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u300c\u6307\u6458\u6e08\u307f\u30fb\u672a\u89e3\u6d88\u30fb2\u65e5\u76ee\u300d\u3068\u3057\u3066\u6bb5\u968e\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u6bce\u671d6\u6642\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u52d5\u304d\u3001\u6599\u91d1\u53f0\u5e33\u30fbPMS\u306e\u6b8b\u5ba4\u30fb\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u914d\u4fe1\u72b6\u6cc1\u3092\u8aad\u307f\u8fbc\u3080","**\u3010\u81ea\u52d5\u3011** \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306b\u3064\u3044\u3066\u306f\u3001\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u7a7a\u5ba4\u691c\u7d22API\u3067\u3001\u304a\u5ba2\u69d8\u306b\u898b\u3048\u3066\u3044\u308b\u6599\u91d1\u3068\u7a7a\u5ba4\u3092\u5f15\u304f","**\u3010\u81ea\u52d5\u3011** \u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u304c\u3001\u65e5\u4ed8\u30fb\u90e8\u5c4b\u30bf\u30a4\u30d7\u30fb\u7d4c\u8def\u3054\u3068\u306b\u300c\u51fa\u3059\u3064\u3082\u308a\u306e\u5024\u300d\u3068\u300c\u51fa\u3066\u3044\u308b\u5024\u300d\u306e\u5dee\u3092\u51fa\u3057\u3001\u305a\u308c\u3092\u62fe\u3046","**\u3010\u81ea\u52d5\u3011** \u62fe\u3063\u305f\u305a\u308c\u3092\u3001\u65bd\u8a2d\u30fb\u65e5\u4ed8\u30fb\u90e8\u5c4b\u30bf\u30a4\u30d7\u3067\u307e\u3068\u3081\u3066\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6e21\u3059","**\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001\u914d\u4fe1\u306e\u8a18\u9332\u30fb\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u30fb\u610f\u56f3\u3057\u305f\u5dee\u306e\u4e00\u89a7\u30fb\u76f4\u8fd1\u306e\u6599\u91d1\u6539\u5b9a\u3092\u9053\u5177\u3067\u5f15\u304d\u3001\u539f\u56e0\u3092\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001\u76f4\u3059\u5834\u6240\u3068\u76f4\u3059\u6848\u3001\u672c\u90e8\u3078\u78ba\u304b\u3081\u308b\u4e8b\u9805\u3092\u69cb\u9020\u5316\u3057\u305f\u5f62\u3067\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u6025\u304e\u306e\u6bb5\u968e\uff08A\uff0fB\uff0fC\uff09\u3092\u3001\u6b8b\u5ba4\u306e\u305a\u308c\u304b\u6599\u91d1\u306e\u305a\u308c\u304b\u3001\u4f55\u65e5\u5148\u304b\u3067\u898f\u5247\u3067\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u65bd\u8a2d\u3054\u3068\u306e\u4e00\u89a7\u3092\u30c1\u30e3\u30c3\u30c8\u306b\u51fa\u3057\u3001\u6bb5\u968eA\u306f\u65bd\u8a2d\u306e\u4e88\u7d04\u62c5\u5f53\u3068\u672c\u90e8\u306e\u4e21\u65b9\u306b\u77e5\u3089\u305b\u308b","**\u3010\u4eba\u3011** \u4e88\u7d04\u62c5\u5f53\u304c\u4e00\u89a7\u3068\u6839\u62e0\u3092\u78ba\u304b\u3081\u3001\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u3084\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\u3067\u76f4\u3059","**\u3010\u81ea\u52d5\u3011** \u76f4\u3057\u305f\u304b\u3069\u3046\u304b\u3092\u3001\u7fcc\u671d\u306e\u898b\u56de\u308a\u3067\u3082\u3046\u4e00\u5ea6\u78ba\u304b\u3081\u308b"],"architecture":"```\n\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u671d6:00\uff08Schedule Trigger\uff09\n   \u25bc\nn8n\n   \u251c\u2500\u2500\u25b6 \u6599\u91d1\u53f0\u5e33\uff08\u65bd\u8a2d\u3054\u3068\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09\n   \u251c\u2500\u2500\u25b6 PMS \u306e\u6b8b\u5ba4\uff08\u591c\u9593\u306e\u66f8\u304d\u51fa\u3057\uff09\n   \u251c\u2500\u2500\u25b6 \u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u914d\u4fe1\u72b6\u6cc1\uff08\u66f8\u304d\u51fa\u3057\u3001\u307e\u305f\u306fAPI\uff09\n   \u251c\u2500\u2500\u25b6 \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u7a7a\u5ba4\u691c\u7d22API\uff08HTTP Request \u30ce\u30fc\u30c9\uff09\n   \u25bc\nCode \u30ce\u30fc\u30c9 \u2500\u2500 \u51fa\u3059\u3064\u3082\u308a\u306e\u5024\u3068\u51fa\u3066\u3044\u308b\u5024\u306e\u5dee\u3001\u610f\u56f3\u3057\u305f\u5dee\u306e\u9664\u5916\uff08\u8a08\u7b97\uff09\n   \u25bc  \u76f4\u3059\u5bfe\u8c61\u306e\u305a\u308c\u3060\u3051\nAI Agent \u30ce\u30fc\u30c9\uff08OpenAI API\uff09\n   \u2502   \u9053\u5177\uff1a\u914d\u4fe1\u306e\u8a18\u9332\uff0f\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\uff0f\u610f\u56f3\u3057\u305f\u5dee\u306e\u4e00\u89a7\n   \u2502         \u76f4\u8fd1\u306e\u6599\u91d1\u6539\u5b9a\uff0f\u904e\u53bb\u306e\u6307\u6458\u306e\u5c65\u6b74\n   \u25bc  \u539f\u56e0\u30fb\u76f4\u3059\u5834\u6240\u30fb\u76f4\u3059\u6848\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\nn8n \u2500\u2500 \u6025\u304e\u306e\u6bb5\u968e\u3092\u898f\u5247\u3067\u6c7a\u3081\u308b\n   \u251c\u2500\u2500\u25b6 \u793e\u5185\u30c1\u30e3\u30c3\u30c8\uff08\u65bd\u8a2d\u306e\u4e88\u7d04\u62c5\u5f53\u3078\u306e\u4e00\u89a7\uff0f\u6bb5\u968eA\u306f\u672c\u90e8\u306b\u3082\uff09\n   \u2514\u2500\u2500\u25b6 \u898b\u56de\u308a\u306e\u8a18\u9332\uff08\u7fcc\u671d\u306e\u8ffd\u3044\u304b\u3051\u306b\u4f7f\u3046\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u30ef\u30fc\u30af\u30d5\u30ed\u30fc | n8n\uff08Schedule Trigger \u3068 AI Agent \u30ce\u30fc\u30c9\uff09 | Make\u3001Zapier\u3001Power Automate |\n| \u751f\u6210AI | OpenAI API\uff08n8n \u306e OpenAI Chat Model \u30ce\u30fc\u30c9\u3067\u63a5\u7d9a\uff09 | Claude API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | JavaScript\uff08n8n \u306e Code \u30ce\u30fc\u30c9\u3002\u53f0\u5e33\u306e\u5024\u3068\u51fa\u3066\u3044\u308b\u5024\u306e\u5dee\u3092\u51fa\u3059\uff09 | Python |\n| \u9023\u643a | \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u7a7a\u5ba4\u691c\u7d22API\uff08HTTP Request \u30ce\u30fc\u30c9\u3067\u547c\u3076\uff09 | \u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u914d\u4fe1\u7d50\u679c\u306e\u66f8\u304d\u51fa\u3057 |\n| \u4fdd\u7ba1 | \u898b\u56de\u308a\u306e\u8a18\u9332\uff08\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8868\uff09 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u901a\u77e5 | \u793e\u5185\u30c1\u30e3\u30c3\u30c8\uff08Microsoft Teams\uff09 | Slack\u3001\u30e1\u30fc\u30eb |\n\n**\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u3068PMS\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u518d\u914d\u4fe1\u3082\u3001\u58f2\u308a\u6b62\u3081\u3082\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u4eba\u304c\u753b\u9762\u3067\u884c\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001**\u305a\u308c\u3068\u3001\u305d\u306e\u539f\u56e0\u3068\u3001\u76f4\u3059\u6848\u307e\u3067**\u3067\u3059\u3002\n\n**\u571f\u53f0\u306b\u306a\u308b\u306e\u306f\u3001n8n \u306e AI Agent \u30ce\u30fc\u30c9\uff08Tools Agent\uff09\u3067\u3059\u3002** \u3064\u306a\u3044\u3060\u9053\u5177\u306e\u4e2d\u304b\u3089\u3001\u8ab2\u984c\u306b\u5fdc\u3058\u3066\u3069\u308c\u3092\u4f7f\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002**System Message** \u3067\u5224\u65ad\u306e\u65b9\u91dd\u3092\u4e0e\u3048\u3001**Max Iterations**\uff08\u65e2\u5b9a\u306f10\uff09\u3067\u7b54\u3048\u3092\u4f5c\u308d\u3046\u3068\u3059\u308b\u56de\u6570\u306e\u4e0a\u9650\u3092\u6c7a\u3081\u3001**Require Specific Output Format** \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u51fa\u529b\u30d1\u30fc\u30b5\u30fc\u3092\u3064\u306a\u3050\u5f62\u306b\u306a\u308a\u307e\u3059\u3002**Return Intermediate Steps** \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u9014\u4e2d\u306e\u5224\u65ad\u306e\u904e\u7a0b\u3082\u51fa\u529b\u306b\u542b\u307e\u308c\u307e\u3059\u3002\n\n**\u9053\u5177\u306f\u3059\u3079\u3066\u3001Call n8n Workflow Tool \u3067\u4f5c\u308a\u307e\u3059\u3002** \u5225\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u9053\u5177\u3068\u3057\u3066\u547c\u3073\u3001\u305d\u306e\u51fa\u529b\u3092\u53d7\u3051\u53d6\u308b\u30ce\u30fc\u30c9\u3067\u3059\u3002**Description** \u306b\u300c\u3044\u3064\u3053\u306e\u9053\u5177\u3092\u4f7f\u3046\u304b\u300d\u3092\u66f8\u304d\u3001**Workflow Inputs** \u306e\u5024\u3092 `$fromAI()` \u3067AI\u306b\u57cb\u3081\u3055\u305b\u307e\u3059\u3002\u53f0\u5e33\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u63a5\u7d9a\u3092\u9053\u5177\u306e\u5074\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u9589\u3058\u8fbc\u3081\u308b\u306e\u3067\u3001**\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4f55\u3092\u8aad\u3081\u308b\u304b\u3092\u9053\u5177\u306e\u6570\u3060\u3051\u306b\u7d5e\u308c\u307e\u3059\u3002**\n\n**\u304a\u5ba2\u69d8\u304b\u3089\u898b\u305f\u6599\u91d1\u3092\u5916\u304b\u3089\u78ba\u304b\u3081\u308b\u7d4c\u8def\u306f\u3001\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e\u7a7a\u5ba4\u691c\u7d22API\u3060\u3051\u306b\u3057\u307e\u3059\u3002** \u65bd\u8a2d\u756a\u53f7\u3084\u30c1\u30a7\u30c3\u30af\u30a4\u30f3\u65e5\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306a\u7a7a\u5ba4\u306e\u60c5\u5831\u3068\u3057\u3066\u3001\u90e8\u5c4b\u3068\u30d7\u30e9\u30f3\u3054\u3068\u306e\u6599\u91d1\uff08`rakutenCharge`\u3001`total`\uff09\u304c\u8fd4\u308a\u307e\u3059\u3002**\u307b\u304b\u306e\u30b5\u30a4\u30c8\u306e\u691c\u7d22\u753b\u9762\u3092\u81ea\u52d5\u3067\u5de1\u56de\u3059\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002** \u5404\u30b5\u30a4\u30c8\u306e\u5229\u7528\u6761\u4ef6\u306b\u89e6\u308c\u308b\u304a\u305d\u308c\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002\u307b\u304b\u306e\u30b5\u30a4\u30c8\u306f\u3001**\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u304c\u8a18\u9332\u3057\u3066\u3044\u308b\u914d\u4fe1\u306e\u7d50\u679c**\u3092\u300c\u51fa\u3066\u3044\u308b\u5024\u300d\u3068\u3057\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u6bce\u671d6\u6642\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u3057\u307e\u3059\u3002** PMS\u306e\u591c\u9593\u306e\u66f8\u304d\u51fa\u3057\u3068\u524d\u591c\u306e\u914d\u4fe1\u304c\u7d42\u308f\u308a\u3001\u4e88\u7d04\u62c5\u5f53\u304c\u51fa\u52e4\u3059\u308b\u524d\u306e\u6642\u523b\u3067\u3059\u3002Schedule Trigger \u306f\u79d2\u301c\u6708\u306e\u9593\u9694\u3068 Custom\uff08Cron\uff09\u3092\u6307\u5b9a\u3067\u304d\u3001**\u66dc\u65e5\u3092\u9650\u3089\u305a\u6bce\u65e5\u52d5\u304b\u3057\u307e\u3059\u3002**\n\n**\u6642\u523b\u306e\u57fa\u6e96\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002** Schedule Trigger \u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3001\u7121\u3051\u308c\u3070\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u65e2\u5b9a\u3092\u4f7f\u3044\u3001**\u81ea\u524d\u3067\u7acb\u3066\u305f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u65e2\u5b9a\u306f America\/New York \u3067\u3059\u3002** **\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a2d\u5b9a\u3067 Asia\/Tokyo \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002**\n\n\u307e\u305f\u3001Schedule Trigger \u3092\u8d77\u70b9\u306b\u3057\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001**\u4fdd\u5b58\u3057\u3066\u516c\u958b\uff08publish\uff09\u3057\u306a\u3044\u3068\u5b9a\u6642\u306b\u52d5\u304d\u307e\u305b\u3093\u3002** \u9053\u5177\u3068\u3057\u3066\u547c\u3076\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3082\u3001\u516c\u958b\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u300cWorkflow is not active and cannot be executed\u300d\u3067\u5931\u6557\u3057\u307e\u3059\u3002**\u89aa\u3060\u3051\u516c\u958b\u3057\u3066\u9053\u5177\u3092\u516c\u958b\u3057\u5fd8\u308c\u308b**\u306e\u304c\u3001\u6700\u521d\u306e\u9031\u306b\u3044\u3061\u3070\u3093\u8d77\u304d\u308b\u5931\u6557\u3067\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u6599\u91d1\u53f0\u5e33 | \u65bd\u8a2d\u3001\u65e5\u4ed8\u3001\u90e8\u5c4b\u30bf\u30a4\u30d7\u3001\u57fa\u672c\u306e\u6599\u91d1\u30e9\u30f3\u30af\u3001\u30d7\u30e9\u30f3\u3054\u3068\u306e\u4e0a\u4e57\u305b\u3001**\u7d4c\u8def\u3054\u3068\u306e\u610f\u56f3\u3057\u305f\u5dee** | \u65bd\u8a2d\u3054\u3068\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u6b8b\u5ba4 | \u65bd\u8a2d\u3001\u65e5\u4ed8\u3001\u90e8\u5c4b\u30bf\u30a4\u30d7\u3001\u8ca9\u58f2\u3067\u304d\u308b\u90e8\u5c4b\u6570\u3001\u58f2\u308a\u6b62\u3081\u306e\u6307\u5b9a\u3001\u53d6\u5f97\u3057\u305f\u6642\u523b | PMS\u306e\u591c\u9593\u306e\u66f8\u304d\u51fa\u3057 |\n| \u914d\u4fe1\u72b6\u6cc1 | \u7d4c\u8def\u3001\u65e5\u4ed8\u3001\u90e8\u5c4b\u30bf\u30a4\u30d7\u3001\u30d7\u30e9\u30f3\u306e\u30b3\u30fc\u30c9\u3001\u914d\u4fe1\u3057\u305f\u6599\u91d1\u3068\u6b8b\u5ba4\u3001\u914d\u4fe1\u306e\u65e5\u6642\u3001**\u6210\u529f\u30fb\u5931\u6557\u306e\u5225** | \u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u66f8\u304d\u51fa\u3057\u3001\u307e\u305f\u306fAPI |\n| \u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051 | \u81ea\u793e\u306e\u30d7\u30e9\u30f3\u306e\u30b3\u30fc\u30c9\u3068\u3001\u5404\u30b5\u30a4\u30c8\u306e\u30d7\u30e9\u30f3\u30fb\u90e8\u5c4b\u306e\u5bfe\u5fdc | \u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u8a2d\u5b9a\u306e\u66f8\u304d\u51fa\u3057 |\n| \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e\u8868\u793a | \u65bd\u8a2d\u756a\u53f7\u3001\u65e5\u4ed8\u3001\u90e8\u5c4b\u3068\u30d7\u30e9\u30f3\u3001`rakutenCharge`\u3001`total`\u3001\u7a7a\u5ba4 | \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u7a7a\u5ba4\u691c\u7d22API |\n| \u6599\u91d1\u6539\u5b9a\u306e\u8a18\u9332 | \u6539\u5b9a\u3057\u305f\u65e5\u6642\u3001\u5bfe\u8c61\u306e\u65e5\u4ed8\u3068\u90e8\u5c4b\u30bf\u30a4\u30d7\u3001\u6539\u5b9a\u306e\u7406\u7531 | \u672c\u90e8\u306e\u6539\u5b9a\u306e\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u6599\u91d1\u53f0\u5e33\u306e\u300c\u7d4c\u8def\u3054\u3068\u306e\u610f\u56f3\u3057\u305f\u5dee\u300d\u306e\u5217\u3067\u3059\u3002** \u300c\u6d77\u5916\u306e\u30b5\u30a4\u30c8\u306f\u7a0e\u30fb\u30b5\u30fc\u30d3\u30b9\u6599\u306e\u898b\u305b\u65b9\u304c\u9055\u3046\u300d\u300c\u3053\u306e\u30b5\u30a4\u30c8\u306f\u4f1a\u54e1\u5272\u5f15\u3092\u30b5\u30a4\u30c8\u5074\u306e\u8ca0\u62c5\u3067\u4ed8\u3051\u3066\u3044\u308b\u300d\u3002**\u3053\u308c\u304c\u53f0\u5e33\u306b\u7121\u3044\u3068\u3001\u610f\u56f3\u3057\u305f\u5dee\u304c\u3059\u3079\u3066\u300c\u305a\u308c\u300d\u3068\u3057\u3066\u51fa\u307e\u3059\u3002**\n\n**\u6b8b\u5ba4\u306e\u300c\u53d6\u5f97\u3057\u305f\u6642\u523b\u300d\u3082\u5fc5\u305a\u6301\u3061\u307e\u3059\u3002** \u591c\u9593\u306e\u66f8\u304d\u51fa\u3057\u304c\u6b62\u307e\u3063\u305f\u65e5\u306b\u524d\u65e5\u306e\u6b8b\u5ba4\u3067\u8a08\u7b97\u3059\u308b\u3068\u3001**\u6628\u591c\u57cb\u307e\u3063\u305f\u90e8\u5c4b\u304c\u300c\u30b5\u30a4\u30c8\u306b\u51fa\u3066\u3044\u306a\u3044\u300d\u3068\u51fa\u307e\u3059\u3002**\n\n\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u66f8\u304d\u51fa\u3057\u3084API\u306e\u6709\u7121\u306f\u3001\u88fd\u54c1\u3068\u5951\u7d04\u306b\u3088\u3063\u3066\u9055\u3044\u3001**\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u5b9f\u88c5\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u305a\u308c\u306e\u8a08\u7b97\u306b\u4f7f\u3046\u30c7\u30fc\u30bf\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5916\u3067\u5148\u306b\u305d\u308d\u3048\u307e\u3059\u3002** **\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9053\u5177\u3067\u5f15\u304f\u306e\u306f\u3001\u305a\u308c\u3068\u51fa\u305f\u7d44\u307f\u5408\u308f\u305b\u306e\u8a73\u7d30\u3060\u3051\u3067\u3059\u3002**\n\n\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e\u7a7a\u5ba4\u691c\u7d22API\u306f\u3001n8n \u306e HTTP Request \u30ce\u30fc\u30c9\u3067\u547c\u3073\u307e\u3059\u3002`applicationId` \u3068 `accessKey` \u304c\u5fc5\u9808\u3067\u3001\u65bd\u8a2d\u756a\u53f7\u306f1\u56de\u306b\u6700\u592715\u500b\u307e\u3067\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002**\u77ed\u3044\u6642\u9593\u306b\u5927\u91cf\u306b\u547c\u3076\u3068\u4e00\u5b9a\u6642\u9593\u4f7f\u3048\u306a\u304f\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u4e0a\u9650\u3092\u8d85\u3048\u308b\u3068429\u304c\u8fd4\u308a\u307e\u3059\u3002** HTTP Request \u30ce\u30fc\u30c9\u306e **Batching** \u3067\u547c\u3076\u901f\u3055\u3092\u6291\u3048\u3001**Never Error** \u306f\u4f7f\u308f\u305a\u306b2xx\u4ee5\u5916\u3092\u5931\u6557\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**\u547c\u3076\u65e5\u4ed8\u306f\u3001\u7e41\u5fd9\u65e5\u3068\u7fcc14\u65e5\u3068\u3001\u524d\u65e5\u306b\u305a\u308c\u304c\u51fa\u305f\u65e5\u306b\u7d5e\u308a\u307e\u3059\u3002**\n\n| \u9053\u5177\u306e\u540d\u524d | \u5f15\u304f\u3082\u306e | \u4f7f\u3044\u3069\u3053\u308d |\n|:--|:--|:--|\n| `get_distribution_log` | \u305d\u306e\u7d4c\u8def\u30fb\u65e5\u4ed8\u30fb\u90e8\u5c4b\u30bf\u30a4\u30d7\u306e\u3001\u76f4\u8fd1\u306e\u914d\u4fe1\u306e\u65e5\u6642\u3001\u914d\u4fe1\u3057\u305f\u5024\u3001\u6210\u529f\u30fb\u5931\u6557\u3068\u30a8\u30e9\u30fc\u306e\u6587\u9762 | \u914d\u4fe1\u306e\u5931\u6557\u304b\u3001\u914d\u4fe1\u306f\u6210\u529f\u3057\u3066\u3044\u308b\u304b\u3092\u898b\u5206\u3051\u308b |\n| `get_plan_mapping` | \u81ea\u793e\u306e\u30d7\u30e9\u30f3\u306e\u30b3\u30fc\u30c9\u3068\u3001\u305d\u306e\u30b5\u30a4\u30c8\u306e\u30d7\u30e9\u30f3\u30fb\u90e8\u5c4b\u306e\u5bfe\u5fdc | \u5225\u306e\u90e8\u5c4b\u306b\u7d10\u4ed8\u3044\u3066\u3044\u306a\u3044\u304b\u3001\u7d10\u4ed8\u3051\u304c\u5916\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b |\n| `get_intended_diff` | \u305d\u306e\u7d4c\u8def\u306e\u610f\u56f3\u3057\u305f\u5dee\u3068\u3001\u30b5\u30a4\u30c8\u5074\u306e\u5272\u5f15\u30fb\u4f1a\u54e1\u6599\u91d1\u306e\u767b\u9332 | \u305a\u308c\u304c\u610f\u56f3\u3057\u305f\u5dee\u3067\u8aac\u660e\u3067\u304d\u308b\u304b\u3092\u898b\u308b |\n| `get_rate_changes` | \u305d\u306e\u65e5\u4ed8\u30fb\u90e8\u5c4b\u30bf\u30a4\u30d7\u306e\u76f4\u8fd1\u306e\u6599\u91d1\u6539\u5b9a | \u6539\u5b9a\u306e\u5f8c\u306b\u914d\u4fe1\u304c\u8ffd\u3044\u3064\u3044\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b |\n| `get_past_findings` | \u540c\u3058\u7d44\u307f\u5408\u308f\u305b\u3078\u306e\u904e\u53bb\u306e\u6307\u6458\u3068\u3001\u305d\u306e\u5f8c\u306e\u51e6\u7f6e | \u4f55\u5ea6\u76ee\u306e\u6307\u6458\u304b\u3001\u524d\u56de\u3069\u3046\u76f4\u3057\u305f\u304b\u3092\u77e5\u308b |\n\n### \u524d\u51e6\u7406\n\n1. **\u9bae\u5ea6\u306e\u78ba\u8a8d** \u2026 \u6b8b\u5ba4\u3068\u914d\u4fe1\u72b6\u6cc1\u306e\u53d6\u5f97\u6642\u523b\u304c\u5f53\u65e5\u306e\u591c\u9593\u306e\u51e6\u7406\u3088\u308a\u5f8c\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u53e4\u3051\u308c\u3070\u898b\u56de\u308a\u3092\u6b62\u3081\u3001\u672c\u90e8\u3078\u77e5\u3089\u305b\u307e\u3059\n2. **\u5358\u4f4d\u3092\u305d\u308d\u3048\u308b** \u2026 1\u4eba\u3042\u305f\u308a\u304b1\u5ba4\u3042\u305f\u308a\u304b\u3001\u7a0e\u30fb\u30b5\u30fc\u30d3\u30b9\u6599\u3092\u542b\u3080\u304b\u3001\u4f55\u540d\u5229\u7528\u306e\u6599\u91d1\u304b\u3092\u3001\u7d4c\u8def\u3054\u3068\u306e\u6c7a\u307e\u308a\u3067\u53f0\u5e33\u3068\u540c\u3058\u5358\u4f4d\u306b\u76f4\u3057\u307e\u3059\u3002\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306f\u6599\u91d1\u304c1\u4eba\u5358\u4f4d\u304b1\u5ba4\u5358\u4f4d\u304b\u3092\u793a\u3059\u5024\u304c\u8fd4\u308b\u306e\u3067\u3001\u305d\u308c\u3067\u63db\u7b97\u3057\u307e\u3059\n3. **\u51fa\u3059\u3064\u3082\u308a\u306e\u5024\u306e\u8a08\u7b97** \u2026 \u53f0\u5e33\u306e\u57fa\u672c\u6599\u91d1\u30e9\u30f3\u30af\u306b\u3001\u30d7\u30e9\u30f3\u3054\u3068\u306e\u4e0a\u4e57\u305b\u3068\u7d4c\u8def\u3054\u3068\u306e\u610f\u56f3\u3057\u305f\u5dee\u3092\u5f53\u3066\u3066\u3001\u7d4c\u8def\u3054\u3068\u306e\u300c\u51fa\u3059\u3064\u3082\u308a\u306e\u5024\u300d\u3092\u51fa\u3057\u307e\u3059\n4. **\u305a\u308c\u306e\u5224\u5b9a** \u2026 \u51fa\u3059\u3064\u3082\u308a\u306e\u5024\u3068\u51fa\u3066\u3044\u308b\u5024\u306e\u5dee\u304c\u3001\u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u305f\u3082\u306e\u3092\u5019\u88dc\u306b\u3057\u307e\u3059\u3002\u6b8b\u5ba4\u306f1\u5ba4\u3067\u3082\u9055\u3048\u3070\u5019\u88dc\u306b\u3057\u307e\u3059\n5. **\u610f\u56f3\u3057\u305f\u5dee\u306e\u9664\u5916** \u2026 \u5dee\u304c\u610f\u56f3\u3057\u305f\u5dee\u306e\u4e00\u89a7\u3067\u8aac\u660e\u3067\u304d\u308b\u3082\u306e\u306f\u3001\u5019\u88dc\u304b\u3089\u5916\u3057\u3066\u300c\u8aac\u660e\u6e08\u307f\u300d\u3068\u3057\u3066\u8a18\u9332\u3060\u3051\u6b8b\u3057\u307e\u3059\n6. **\u524d\u65e5\u3068\u306e\u5dee\u5206** \u2026 \u524d\u65e5\u3082\u62fe\u3063\u305f\u3082\u306e\u304b\u3001\u65b0\u3057\u304f\u51fa\u305f\u3082\u306e\u304b\u3092\u4ed8\u3051\u307e\u3059\n7. **\u675f\u306d\u308b** \u2026 \u540c\u3058\u30d7\u30e9\u30f3\u306e\u30b3\u30fc\u30c9\u30fb\u540c\u3058\u914d\u4fe1\u306e\u65e5\u6642\u306e\u3082\u306e\u30921\u4ef6\u306b\u307e\u3068\u3081\u307e\u3059\n\n**2\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u8981\u3067\u3059\u3002** **\u5358\u4f4d\u3092\u305d\u308d\u3048\u305a\u306b\u6bd4\u3079\u308b\u3068\u3001\u3059\u3079\u3066\u306e\u7d4c\u8def\u304c\u300c\u305a\u308c\u300d\u306b\u306a\u308a\u307e\u3059\u3002** \u63db\u7b97\u306e\u898f\u5247\u306f\u53f0\u5e33\u306e\u5225\u306e\u30b7\u30fc\u30c8\u306b\u6301\u305f\u305b\u307e\u3059\u3002**\u8a08\u7b97\u306f\u3059\u3079\u3066 Code \u30ce\u30fc\u30c9\u3067\u884c\u3044\u3001AI\u306b\u306f\u7d50\u679c\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8a08\u7b97\u304c\u62fe\u3063\u305f\u305a\u308c\u306e\u539f\u56e0\u3092\u8a18\u9332\u304b\u3089\u6c7a\u3081\u3001\u76f4\u3059\u5834\u6240\u3068\u76f4\u3059\u6848\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u6c7a\u3081\u308b\u3053\u3068 | \u9078\u3076\u5024 | \u5224\u65ad\u306e\u6750\u6599 |\n|:--|:--|:--|\n| \u539f\u56e0 | \u914d\u4fe1\u306e\u5931\u6557\uff0f\u914d\u4fe1\u306e\u9045\u308c\uff08\u6539\u5b9a\u306e\u5f8c\uff09\uff0f\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u306e\u8aa4\u308a\uff0f\u30b5\u30a4\u30c8\u5074\u306e\u5272\u5f15\u30fb\u4f1a\u54e1\u6599\u91d1\uff0f\u53f0\u5e33\u304c\u53e4\u3044\uff0f\u5358\u4f4d\u306e\u63db\u7b97\u306e\u8aa4\u308a\uff0f\u4e0d\u660e | \u914d\u4fe1\u306e\u8a18\u9332\u3001\u7d10\u4ed8\u3051\u3001\u610f\u56f3\u3057\u305f\u5dee\u3001\u6539\u5b9a\u306e\u8a18\u9332 |\n| \u76f4\u3059\u5834\u6240 | \u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\uff0f\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\uff0f\u6599\u91d1\u53f0\u5e33\uff0fPMS | \u539f\u56e0 |\n| \u76f4\u3059\u6848 | \u518d\u914d\u4fe1\uff0f\u7d10\u4ed8\u3051\u306e\u4fee\u6b63\uff0f\u58f2\u308a\u6b62\u3081\uff0f\u53f0\u5e33\u306e\u66f4\u65b0\uff0f\u30b5\u30a4\u30c8\u5074\u306e\u8a2d\u5b9a\u306e\u78ba\u8a8d | \u539f\u56e0\u3001\u4f55\u65e5\u5148\u304b\u3001\u6b8b\u5ba4\u306e\u305a\u308c\u304b |\n| \u65bd\u8a2d\u3078\u306e\u8aac\u660e\u6587 | \u4f55\u304c\u3001\u3069\u306e\u7d4c\u8def\u306e\u4f55\u65e5\u306b\u3001\u3069\u3046\u9055\u3063\u3066\u898b\u3048\u3066\u3044\u308b\u304b | \u8a08\u7b97\u306e\u7d50\u679c\u3068\u6839\u62e0 |\n| \u672c\u90e8\u3078\u78ba\u304b\u3081\u308b\u4e8b\u9805 | \u4eba\u304c\u6c7a\u3081\u308b\u3053\u3068\u306e\u7b87\u6761\u66f8\u304d | \u6599\u91d1\u306e\u5224\u65ad\u3001\u30b5\u30a4\u30c8\u3068\u306e\u53d6\u308a\u6c7a\u3081 |\n\n**\u539f\u56e0\u306e\u300c\u30b5\u30a4\u30c8\u5074\u306e\u5272\u5f15\u30fb\u4f1a\u54e1\u6599\u91d1\u300d\u306f\u3001\u76f4\u3059\u5bfe\u8c61\u306b\u3057\u307e\u305b\u3093\u3002** \u65bd\u8a2d\u306e\u914d\u4fe1\u306f\u6b63\u3057\u3044\u304b\u3089\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u305d\u306e\u5272\u5f15\u3078\u306e\u53c2\u52a0\u3092\u65bd\u8a2d\u304c\u628a\u63e1\u3057\u3066\u3044\u306a\u3051\u308c\u3070 `questions_for_hq` \u306b\u56de\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5dee\u306e\u91d1\u984d\u30fb\u6b8b\u5ba4\u306e\u8a08\u7b97\u3084\u66f8\u304d\u63db\u3048 | \u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u306e\u7d50\u679c\u3060\u3051\u3092\u4f7f\u3046\u3002AI\u304c\u76f4\u3059\u3068\u6839\u62e0\u304c\u4e8c\u91cd\u306b\u306a\u308b |\n| \u6025\u304e\u306e\u6bb5\u968e\uff08A\uff0fB\uff0fC\uff09\u306e\u6c7a\u5b9a | \u6b8b\u5ba4\u306e\u305a\u308c\u304b\u3001\u4f55\u65e5\u5148\u304b\u304b\u3089\u898f\u5247\u3067\u6c7a\u3081\u308b |\n| \u6599\u91d1\u3084\u6b8b\u5ba4\u306e\u66f8\u304d\u63db\u3048 | \u914d\u4fe1\u3068\u58f2\u308a\u6b62\u3081\u306e\u9053\u5177\u3092\u6301\u305f\u305b\u306a\u3044\u3002\u76f4\u3059\u306e\u306f\u4eba |\n| \u300c\u3069\u306e\u6599\u91d1\u304c\u6b63\u3057\u3044\u304b\u300d\u306e\u5224\u65ad | \u53f0\u5e33\u304c\u6b63\u3002\u53f0\u5e33\u304c\u53e4\u3044\u7591\u3044\u306f\u672c\u90e8\u306b\u78ba\u304b\u3081\u308b |\n| \u4ed6\u306e\u30b5\u30a4\u30c8\u306b\u305d\u308d\u3048\u308b\u6848 | \u7d4c\u8def\u3054\u3068\u306e\u6599\u91d1\u3092\u3069\u3046\u6c7a\u3081\u308b\u304b\u306f\u65bd\u8a2d\u3068\u672c\u90e8\u306e\u5224\u65ad |\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u610f\u56f3\u3057\u3066\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u304c\u898b\u308b\u306e\u306f\u3001\u81ea\u793e\u304c\u6c7a\u3081\u305f\u6599\u91d1\u3069\u304a\u308a\u306b\u51fa\u3066\u3044\u308b\u304b\u3067\u3042\u3063\u3066\u3001**\u30b5\u30a4\u30c8\u540c\u58eb\u3092\u305d\u308d\u3048\u308b\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093**\uff08\u7b2c13\u7ae0\uff09\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nSystem Message \u306b\u6b21\u306e\u5185\u5bb9\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5bbf\u6cca\u65bd\u8a2d\u306e\u8ca9\u58f2\u90e8\u9580\u3067\u3001\u4e88\u7d04\u30b5\u30a4\u30c8\u306b\u51fa\u3066\u3044\u308b\u6599\u91d1\u3068\u6b8b\u5ba4\u306e\u305a\u308c\u306e\n\u539f\u56e0\u3092\u8abf\u3079\u308b\u62c5\u5f53\u3067\u3059\u3002\u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u304b\u3089\u6e21\u3055\u308c\u308b\u300c\u305a\u308c\u300d\u306e\u7d50\u679c\u3092\u524d\u63d0\u306b\u3001\n\u9053\u5177\u3067\u8a18\u9332\u3092\u5f15\u304d\u3001\u539f\u56e0\u3068\u76f4\u3059\u5834\u6240\u3001\u76f4\u3059\u6848\u3001\u65bd\u8a2d\u3078\u306e\u8aac\u660e\u6587\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u524d\u63d0\u3068\u3057\u3066\u5909\u3048\u306a\u3044\u3053\u3068\u3011\n- expected\u3001observed\u3001diff\u3001unit \u306f\u8a08\u7b97\u306e\u7d50\u679c\u3067\u3059\u3002\u66f8\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u3084\u90e8\u5c4b\u6570\u306e\u8db3\u3057\u5f15\u304d\u3001\u7a0e\u3084\u4eba\u6570\u306e\u63db\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5fc5\u8981\u306a\u6570\u5024\u306f\u9053\u5177\u306e\u7d50\u679c\u304b\u3089\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6599\u91d1\u53f0\u5e33\u3092\u6b63\u3068\u3057\u3066\u6271\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u53f0\u5e33\u304c\u53e4\u3044\u7591\u3044\u304c\u3042\u308c\u3070\n  questions_for_hq \u306b\u66f8\u304d\u3001\u53f0\u5e33\u306e\u5024\u3092\u5909\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u9053\u5177\u306e\u4f7f\u3044\u65b9\u3011\n1. \u307e\u305a get_distribution_log \u3067\u3001\u305d\u306e\u7d4c\u8def\u30fb\u65e5\u4ed8\u306e\u914d\u4fe1\u304c\u6210\u529f\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u914d\u4fe1\u304c\u6210\u529f\u3057\u3066\u3044\u308b\u306e\u306b\u5024\u304c\u9055\u3046\u5834\u5408\u306f get_plan_mapping \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n3. \u53f0\u5e33\u3088\u308a\u5b89\u304f\u898b\u3048\u3066\u3044\u308b\u5834\u5408\u306f get_intended_diff \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n4. \u76f4\u8fd1\u306b\u6599\u91d1\u3092\u6539\u5b9a\u3057\u305f\u65e5\u4ed8\u306a\u3089 get_rate_changes \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n5. \u540c\u3058\u7d44\u307f\u5408\u308f\u305b\u3092\u524d\u306b\u3082\u6307\u6458\u3057\u3066\u3044\u308c\u3070 get_past_findings \u3067\u51e6\u7f6e\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u540c\u3058\u9053\u5177\u3092\u540c\u3058\u5f15\u6570\u30672\u56de\u547c\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u539f\u56e0\u306e\u9078\u3073\u65b9\u3011\n- push_failed ....... \u914d\u4fe1\u306e\u8a18\u9332\u306b\u5931\u6557\u307e\u305f\u306f\u30a8\u30e9\u30fc\u304c\u3042\u308b\n- push_delayed ...... \u6539\u5b9a\u306e\u5f8c\u306e\u914d\u4fe1\u304c\u307e\u3060\u7121\u3044\u3001\u307e\u305f\u306f\u6539\u5b9a\u3088\u308a\u524d\u306e\u5024\u304c\u51fa\u3066\u3044\u308b\n- mapping_error ..... \u30d7\u30e9\u30f3\u3084\u90e8\u5c4b\u306e\u7d10\u4ed8\u3051\u304c\u5225\u306e\u3082\u306e\u3001\u307e\u305f\u306f\u5916\u308c\u3066\u3044\u308b\n- channel_discount .. \u30b5\u30a4\u30c8\u5074\u306e\u5272\u5f15\u30fb\u4f1a\u54e1\u6599\u91d1\u306e\u767b\u9332\u3067\u8aac\u660e\u3067\u304d\u308b\n- ledger_stale ...... \u6539\u5b9a\u306e\u8a18\u9332\u3088\u308a\u53f0\u5e33\u304c\u53e4\u3044\u3068\u8aad\u3081\u308b\n- unit_mismatch ..... \u4eba\u6570\u30fb\u7a0e\u30fb1\u5ba4\u304b1\u4eba\u304b\u306e\u6271\u3044\u304c\u7d4c\u8def\u306e\u6c7a\u307e\u308a\u3068\u9055\u3046\n- unknown ........... \u4e0a\u306e\u3069\u308c\u3068\u3082\u6c7a\u3081\u3089\u308c\u306a\u3044\n\u8ff7\u3063\u305f\u3068\u304d\u306f unknown \u3092\u9078\u3073\u3001questions_for_hq \u306b\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8a18\u9332\u306b\u7121\u3044\u3053\u3068\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u30b5\u30a4\u30c8\u5074\u306e\u8a2d\u5b9a\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30b5\u30a4\u30c8\u306e\u753b\u9762\u304c\u3069\u3046\u898b\u3048\u3066\u3044\u308b\u304b\u306f\u3001\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e API \u306e\u7d50\u679c\u4ee5\u5916\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002\n  \u5206\u304b\u3089\u306a\u3044\u3053\u3068\u306f\u300c\u914d\u4fe1\u306e\u8a18\u9332\u4e0a\u306f\u300d\u3068\u66f8\u304d\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4ed6\u306e\u7d4c\u8def\u306e\u6599\u91d1\u306b\u305d\u308d\u3048\u308b\u6848\u3092\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u76f4\u3059\u6848\u306f\u3001\u53f0\u5e33\u3069\u304a\u308a\u306b\u51fa\u3059\u305f\u3081\u306e\u64cd\u4f5c\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6599\u91d1\u306e\u5024\u4e0a\u3052\u30fb\u5024\u4e0b\u3052\u306e\u63d0\u6848\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6b8b\u5ba4\u306e\u305a\u308c\u306f\u3001\u58f2\u308a\u6b62\u3081\u306e\u6f0f\u308c\u304b\u914d\u4fe1\u306e\u5931\u6557\u304b\u3092\u5fc5\u305a\u533a\u5225\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u5224\u65ad\u306e\u6839\u62e0\u306b\u3057\u305f\u8a18\u9332\u306e\u7a2e\u985e\u3068\u8b58\u5225\u5b50\u3068\u3001\u8a72\u5f53\u3059\u308b\u6587\u5b57\u5217\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6025\u304e\u306e\u6bb5\u968e\u306f\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8a08\u7b97\u306e\u7d50\u679c\u3011{discrepancy}\n\u3010\u524d\u65e5\u306e\u898b\u56de\u308a\u306e\u7d50\u679c\u3011{previous}\n\u3010\u65bd\u8a2d\u3068\u62c5\u5f53\u3011{property}\n```\n\n**\u300c\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e API \u306e\u7d50\u679c\u4ee5\u5916\u306f\u5206\u304b\u3089\u306a\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001AI\u306f\u914d\u4fe1\u306e\u8a18\u9332\u304c\u6210\u529f\u3068\u3044\u3046\u3060\u3051\u3067\u300c\u30b5\u30a4\u30c8\u4e0a\u3082\u6b63\u3057\u304f\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002** \u78ba\u304b\u3081\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u78ba\u304b\u3081\u305f\u3088\u3046\u306b\u5831\u544a\u3055\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n**\u300c\u4ed6\u306e\u7d4c\u8def\u306b\u305d\u308d\u3048\u308b\u6848\u3092\u51fa\u3055\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001AI\u306f\u4e00\u756a\u5b89\u3044\u30b5\u30a4\u30c8\u306b\u5408\u308f\u305b\u308b\u6848\u3092\u51fa\u3057\u307e\u3059\u3002** \u6d88\u3057\u305f\u3044\u306e\u306f\u53f0\u5e33\u3068\u306e\u305a\u308c\u3067\u3042\u3063\u3066\u3001\u7d4c\u8def\u306e\u9593\u306e\u5dee\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Require Specific Output Format \u3092\u6709\u52b9\u306b\u3057\u3001Structured Output Parser \u3092\u3064\u306a\u304e\u307e\u3059\u3002** \u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"property_code\": \"\",\n  \"run_date\": \"\",\n  \"discrepancy\": {\n    \"channel\": \"\", \"stay_date\": \"\", \"room_type\": \"\", \"plan_code\": \"\",\n    \"kind\": \"rate | availability\",\n    \"expected\": 0, \"observed\": 0, \"diff\": 0, \"unit\": \"\",\n    \"observed_source\": \"rakuten_api | distribution_log\"\n  },\n  \"cause\": \"push_failed | push_delayed | mapping_error | channel_discount | ledger_stale | unit_mismatch | unknown\",\n  \"evidence\": [ { \"source\": \"distribution_log | mapping | intended_diff | rate_change\", \"id\": \"\", \"quote\": \"\" } ],\n  \"fix_location\": \"site_controller | channel_extranet | rate_ledger | pms | none\",\n  \"proposed_fix\": \"repush | fix_mapping | stop_sell | update_ledger | check_channel_setting | no_action\",\n  \"message_to_property\": \"\",\n  \"questions_for_hq\": [],\n  \"confidence\": \"high | low\"\n}\n```\n\nStructured Output Parser \u306f\u3001JSON\u306e\u4f8b\u304b\u3089\u5f62\u3092\u4f5c\u308b\u65b9\u6cd5\u3068\u3001JSON Schema \u3092\u66f8\u304f\u65b9\u6cd5\u306e2\u3064\u304b\u3089\u9078\u3079\u307e\u3059\u3002**\u4f8b\u304b\u3089\u4f5c\u308b\u3068\u3001\u3059\u3079\u3066\u306e\u9805\u76ee\u304c\u5fc5\u9808\u3068\u3057\u3066\u6271\u308f\u308c\u307e\u3059\u3002** \u539f\u56e0\u304c `channel_discount` \u306e\u3068\u304d\u306f `proposed_fix` \u3092 `no_action` \u306b\u3057\u3001`questions_for_hq` \u304c\u7a7a\u306e\u3053\u3068\u3082\u3042\u308b\u306e\u3067\u3001**JSON Schema \u3067\u66f8\u304d\u3001\u5fc5\u9808\u306e\u9805\u76ee\u3092\u81ea\u5206\u3067\u6c7a\u3081\u307e\u3059\u3002** JSON Schema \u306e `$ref` \u306b\u3088\u308b\u53c2\u7167\u306f\u4f7f\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001`discrepancy` \u306e\u5165\u308c\u5b50\u306f\u305d\u306e\u5834\u306b\u5c55\u958b\u3057\u3066\u66f8\u304d\u307e\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u539f\u56e0\u3068\u6bb5\u968e\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u6bb5\u968e\u306f\u5f8c\u6bb5\u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n| \u6bb5\u968e | \u6761\u4ef6\uff08\u898f\u5247\uff09 | \u884c\u304d\u5148 |\n|:--|:--|:--|\n| A | \u6b8b\u5ba4\u306e\u305a\u308c\u3067\u3001PMS\u3067\u306f\u6e80\u5ba4\u30fb\u58f2\u308a\u6b62\u3081\u306a\u306e\u306b\u30b5\u30a4\u30c8\u306b\u6b8b\u5ba4\u304c\u3042\u308b\u3002\u307e\u305f\u306f7\u65e5\u4ee5\u5185\u306e\u6599\u91d1\u306e\u305a\u308c\u3067\u3001\u53f0\u5e33\u3088\u308a\u5b89\u304f\u51fa\u3066\u3044\u308b | \u65bd\u8a2d\u306e\u4e88\u7d04\u62c5\u5f53\u3068\u672c\u90e8\u306e\u4e21\u65b9\u3002\u3059\u3050\u306b\u901a\u77e5 |\n| B | 8\u301c30\u65e5\u5148\u306e\u6599\u91d1\u306e\u305a\u308c\u3001\u307e\u305f\u306f\u53f0\u5e33\u3088\u308a\u9ad8\u304f\u51fa\u3066\u3044\u308b | \u65bd\u8a2d\u306e\u4e88\u7d04\u62c5\u5f53\u3078\u3002\u672c\u90e8\u3078\u306f\u65e5\u5831\u3067\u307e\u3068\u3081\u3066 |\n| C | 31\u65e5\u4ee5\u964d\u306e\u6599\u91d1\u306e\u305a\u308c\u3001\u307e\u305f\u306f `channel_discount` \u3067\u65bd\u8a2d\u304c\u672a\u628a\u63e1\u306e\u3082\u306e | \u65bd\u8a2d\u306e\u4e00\u89a7\u3060\u3051 |\n\n**\u6b8b\u5ba4\u306e\u305a\u308c\u3092\u6599\u91d1\u3088\u308a\u4e0a\u306b\u7f6e\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u53d6\u308a\u8fd4\u3057\u304c\u3064\u304b\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u6e80\u5ba4\u306e\u65e5\u306b\u5165\u3063\u305f\u4e88\u7d04\u306f\u3001\u304a\u5ba2\u69d8\u306e\u65c5\u884c\u306e\u4e88\u5b9a\u305d\u306e\u3082\u306e\u306b\u97ff\u304d\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`observed_source` \u3067\u300c\u898b\u3048\u3066\u3044\u308b\u300d\u3068\u300c\u8a18\u9332\u4e0a\u305d\u3046\u306a\u3063\u3066\u3044\u308b\u300d\u3092\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306eAPI\u3067\u78ba\u304b\u3081\u305f\u5024\u3068\u3001\u914d\u4fe1\u306e\u8a18\u9332\u304b\u3089\u8aad\u3093\u3060\u5024\u3092\u3001\u4e00\u89a7\u3067\u898b\u5206\u3051\u3089\u308c\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u6599\u91d1\u53f0\u5e33 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u6599\u91d1\u30e9\u30f3\u30af\u3001\u4e0a\u4e57\u305b\u3001\u7d4c\u8def\u3054\u3068\u306e\u610f\u56f3\u3057\u305f\u5dee\u3092\u5f15\u304f |\n| PMS | \u591c\u9593\u306e\u66f8\u304d\u51fa\u3057\u306e\u8aad\u307f\u53d6\u308a | \u6b8b\u5ba4\u3068\u58f2\u308a\u6b62\u3081\u3092\u5f15\u304f |\n| \u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc | \u66f8\u304d\u51fa\u3057\u306e\u8aad\u307f\u53d6\u308a\u3001\u307e\u305f\u306fAPI | \u914d\u4fe1\u306e\u7d50\u679c\u3068\u30a8\u30e9\u30fc\u3001\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u3092\u5f15\u304f |\n| \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u7a7a\u5ba4\u691c\u7d22API | HTTP Request \u30ce\u30fc\u30c9 | \u81ea\u65bd\u8a2d\u306e\u90e8\u5c4b\u3068\u30d7\u30e9\u30f3\u306e\u6599\u91d1\u30fb\u7a7a\u5ba4\u3092\u5f15\u304f |\n| Microsoft Teams | \u30c1\u30e3\u30cd\u30eb\u3078\u306e\u6295\u7a3f | \u65bd\u8a2d\u3054\u3068\u306e\u4e00\u89a7\u3001\u6bb5\u968eA\u306e\u901a\u77e5 |\n| \u898b\u56de\u308a\u306e\u8a18\u9332 | \u66f8\u304d\u8fbc\u307f | \u305d\u306e\u65e5\u306e\u7d50\u679c\u3001\u76f4\u3057\u305f\u304b\u3069\u3046\u304b\u3001\u7fcc\u65e5\u306e\u8ffd\u3044\u304b\u3051 |\n\n**\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6e21\u3059\u9053\u5177\u306f\u3059\u3079\u3066\u8aad\u307f\u53d6\u308a\u3067\u3059\u3002** \u6295\u7a3f\u3068\u8a18\u9332\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u5f8c\u6bb5\u306e\u30ce\u30fc\u30c9\u304c\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002**AI\u304c\u66f8\u304d\u8fbc\u307f\u3092\u6301\u305f\u306a\u3044\u306e\u3067\u3001\u6599\u91d1\u304c\u52dd\u624b\u306b\u5909\u308f\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002** OpenAI Chat Model \u30ce\u30fc\u30c9\u306e Sampling Temperature \u306f\u9ad8\u3044\u307b\u3069\u8aa4\u308a\u306e\u304a\u305d\u308c\u304c\u5897\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u4f4e\u3081\u306b\u7f6e\u304d\u3001Timeout \u3068 Max Retries \u3067\u898b\u56de\u308a\u5168\u4f53\u304c\u6b62\u307e\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u51fa\u3057\u305f\u5168\u4ef6\u3067\u3059\u3002** \u305f\u3060\u3057\u3001\u898b\u308b\u6df1\u3055\u3092\u6bb5\u968e\u3067\u5909\u3048\u307e\u3059\u3002\n\n1. **\u6bb5\u968eA\u3092\u6700\u521d\u306b\u898b\u308b** \u2026 \u65bd\u8a2d\u306e\u4e88\u7d04\u62c5\u5f53\u306f\u3001\u6b8b\u5ba4\u306e\u305a\u308c\u304b\u3089\u5148\u306b\u3001\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u304b\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\u3067\u58f2\u308a\u6b62\u3081\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **`confidence` \u304c `low` \u3068 `unknown` \u306e\u3082\u306e\u3092\u898b\u308b** \u2026 \u539f\u56e0\u304c\u6c7a\u307e\u3089\u306a\u3044\u3082\u306e\u306f\u3001\u7d10\u4ed8\u3051\u304b\u53f0\u5e33\u306e\u5074\u306b\u6b20\u3051\u304c\u3042\u308b\u3053\u3068\u304c\u591a\u3044\n3. **`mapping_error` \u3092\u898b\u308b** \u2026 \u76f4\u3059\u524d\u306b\u3001**\u540c\u3058\u30d7\u30e9\u30f3\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\u4ed6\u306e\u7d4c\u8def\u306b\u97ff\u304b\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\n4. **`ledger_stale` \u306f\u672c\u90e8\u304c\u898b\u308b** \u2026 \u53f0\u5e33\u3092\u76f4\u3059\u304b\u3001\u914d\u4fe1\u3092\u76f4\u3059\u304b\u306f\u672c\u90e8\u306e\u30ec\u30d9\u30cb\u30e5\u30fc\u62c5\u5f53\u304c\u6c7a\u3081\u307e\u3059\n5. **\u6bb5\u968eB\u30fbC\u306f\u4e00\u89a7\u3067\u898b\u308b** \u2026 \u518d\u914d\u4fe1\u3067\u6e08\u3080\u3082\u306e\u306f\u307e\u3068\u3081\u3066\u884c\u3044\u307e\u3059\n\n**\u76ee\u6a19\u306f1\u4ef6\u3092\u306a\u3089\u3057\u306610\u5206\u3067\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| PMS\u306e\u66f8\u304d\u51fa\u3057\u304c\u7d42\u308f\u3063\u3066\u3044\u306a\u3044 | \u53d6\u5f97\u6642\u523b\u3067\u691c\u77e5\u3057\u3066\u6b8b\u5ba4\u306e\u898b\u56de\u308a\u3092\u6b62\u3081\u3001\u672c\u90e8\u3078\u77e5\u3089\u305b\u308b\u3002**\u524d\u65e5\u306e\u5024\u3067\u8a08\u7b97\u3057\u306a\u3044** |\n| \u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u66f8\u304d\u51fa\u3057\u304c\u7121\u3044 | \u305d\u306e\u65e5\u306f\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e\u5206\u3060\u3051\u898b\u56de\u308a\u3001\u6b8b\u308a\u306f\u300c\u672a\u78ba\u8a8d\u300d\u3068\u3057\u3066\u4e00\u89a7\u306b\u8f09\u305b\u308b |\n| \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306eAPI\u304c429\u3092\u8fd4\u3059 | Batching \u306e\u9593\u9694\u3092\u5e83\u3052\u3066\u6b8b\u308a\u3092\u7fcc\u56de\u3078\u3002**\u53d6\u308c\u306a\u304b\u3063\u305f\u65e5\u4ed8\u3092\u4e00\u89a7\u306b\u51fa\u3059** |\n| \u53f0\u5e33\u306b\u7121\u3044\u30d7\u30e9\u30f3\u304c\u914d\u4fe1\u3055\u308c\u3066\u3044\u308b | `mapping_error` \u306e\u5019\u88dc\u3068\u3057\u3066\u4eba\u3078\u56de\u3059 |\n| Max Iterations \u306b\u9054\u3057\u305f | \u9014\u4e2d\u307e\u3067\u306e\u7d50\u679c\u3068 `unknown` \u3067\u4eba\u3078\u56de\u3059 |\n| \u540c\u3058\u305a\u308c\u30923\u65e5\u7d9a\u3051\u3066\u6307\u6458\u3057\u3066\u3044\u308b | \u6bb5\u968e\u30921\u3064\u4e0a\u3052\u3001\u672c\u90e8\u306b\u3082\u901a\u77e5\u3059\u308b |\n\n**\u4e0a\u306e3\u884c\u3067\u3001\u8aa4\u3063\u305f\u6307\u6458\u306e\u5927\u534a\u3092\u6b62\u3081\u307e\u3059\u3002** \u3069\u308c\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u304c\u305d\u308d\u308f\u306a\u3044\u307e\u307e\u8a08\u7b97\u3057\u305f\u554f\u984c\u3067\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u305d\u306e\u65e5\u306e\u8a08\u7b97\u306e\u5165\u529b\uff08\u53f0\u5e33\u30fb\u6b8b\u5ba4\u30fb\u914d\u4fe1\u72b6\u6cc1\u306e\u53d6\u5f97\u6642\u523b\u3068\u4ef6\u6570\u3001\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306eAPI\u3067\u53d6\u308c\u305f\u65e5\u4ed8\u3068\u53d6\u308c\u306a\u304b\u3063\u305f\u65e5\u4ed8\uff09\n- \u7d4c\u8def\u30fb\u65e5\u4ed8\u30fb\u90e8\u5c4b\u30bf\u30a4\u30d7\u3054\u3068\u306e\u3001\u51fa\u3059\u3064\u3082\u308a\u306e\u5024\u3068\u51fa\u3066\u3044\u308b\u5024\u3001\u5dee\u3001\u300c\u8aac\u660e\u6e08\u307f\u300d\u3068\u3057\u3066\u5916\u3057\u305f\u3082\u306e\n- \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u306e\u5168\u6587\u3068\u3001Return Intermediate Steps \u3067\u6b8b\u3057\u305f\u9014\u4e2d\u306e\u904e\u7a0b\n- \u898f\u5247\u3067\u6c7a\u3081\u305f\u6bb5\u968e\u3068\u3001\u77e5\u3089\u305b\u305f\u5148\n- **\u65bd\u8a2d\u306e\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u304b\u3069\u3046\u304b\u3068\u3001\u76f4\u3057\u305f\u65e5\u6642\u3068\u5834\u6240**\n- \u7fcc\u671d\u306e\u898b\u56de\u308a\u3067\u89e3\u6d88\u3057\u305f\u304b\u3069\u3046\u304b\n\n**2\u3064\u76ee\u3067\u300c\u8aac\u660e\u6e08\u307f\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u610f\u56f3\u3057\u305f\u5dee\u306e\u4e00\u89a7\u304c\u53e4\u304f\u306a\u308b\u305f\u3081\u3067\u3059\u3002** \u5916\u3057\u305f\u3082\u306e\u306e\u8a18\u9332\u304c\u7121\u3044\u3068\u3001\u3044\u3064\u304b\u3089\u8aac\u660e\u304c\u3064\u304b\u306a\u304f\u306a\u3063\u305f\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002","minimal_setup":"1. \u5148\u6708\u3001\u5b9f\u969b\u306b\u8d77\u304d\u305f\u6599\u91d1\u3084\u6b8b\u5ba4\u306e\u8aa4\u308a\uff08\u4e88\u7d04\u304c\u5165\u3063\u3066\u304b\u3089\u6c17\u3065\u3044\u305f\u3082\u306e\u3001\u304a\u5ba2\u69d8\u304b\u3089\u6307\u6458\u3055\u308c\u305f\u3082\u306e\uff09\u309210\u4ef6\u96c6\u3081\u308b\n2. \u305d\u306e10\u4ef6\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u306e\u6599\u91d1\u53f0\u5e33\u3001\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u914d\u4fe1\u306e\u8a18\u9332\u3001\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u306e\u753b\u9762\u3092\u66f8\u304d\u51fa\u3059\n3. \u624b\u5143\u306e\u751f\u6210AI\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u30011\u4ef6\u305a\u3064\u8a18\u9332\u3092\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u6599\u91d1\u306e\u305a\u308c\u306e\u539f\u56e0\u3092\u3001\u914d\u4fe1\u306e\u5931\u6557\uff0f\u6539\u5b9a\u306e\u5f8c\u306e\u914d\u4fe1\u306e\u9045\u308c\uff0f\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u306e\u8aa4\u308a\uff0f\u30b5\u30a4\u30c8\u5074\u306e\u5272\u5f15\uff0f\u53f0\u5e33\u304c\u53e4\u3044\uff0f\u5358\u4f4d\u306e\u63db\u7b97\u306e\u3069\u308c\u304b\u3067\u7b54\u3048\u3001\u6839\u62e0\u306e\u8a18\u9332\u3092\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8a18\u9332\u306b\u7121\u3044\u3053\u3068\u306f\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u4ed6\u306e\u30b5\u30a4\u30c8\u306b\u305d\u308d\u3048\u308b\u6848\u306f\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u539f\u56e0\u3092\u3001\u5f53\u6642\u62c5\u5f53\u8005\u304c\u5b9f\u969b\u306b\u7a81\u304d\u6b62\u3081\u305f\u539f\u56e0\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**10\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** **\u300c\u8a18\u9332\u304c\u305d\u308d\u3063\u3066\u3044\u308c\u3070\u539f\u56e0\u304c\u6c7a\u307e\u308b\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u3068\u540c\u3058\u539f\u56e0\u304c\u6839\u62e0\u4ed8\u304d\u3067\u51fa\u305f | **\u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7d44\u307f\u7acb\u3066\u306b\u9032\u3080** |\n| \u30b5\u30a4\u30c8\u306e\u8a2d\u5b9a\u3092\u63a8\u6e2c\u3057\u3066\u539f\u56e0\u3092\u6c7a\u3081\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u610f\u56f3\u3057\u305f\u5dee\u304c\u53f0\u5e33\u306b\u7121\u304f\u3001\u539f\u56e0\u304c\u6c7a\u307e\u3089\u306a\u3044 | **\u53f0\u5e33\u306e\u6574\u5099\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |","minimal_setup_short":"\u8a18\u9332\u3092\u624b\u3067\u751f\u6210AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u539f\u56e0\u3092\u6574\u7406\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u539f\u56e0\u306e\u6574\u7406","semi_auto_setup":"\u4e0a\u8a18\uff0b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u6bce\u671d\u3001\u53f0\u5e33\u3068\u914d\u4fe1\u72b6\u6cc1\u3068\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e\u8868\u793a\u3092\u7a81\u304d\u5408\u308f\u305b\u3001\u305a\u308c\u306e\u4e00\u89a7\u3092\u51fa\u3059 \uff0f \u305a\u308c\u306e\u6d17\u3044\u51fa\u3057","full_setup":"\u4e0a\u8a18\uff0b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9053\u5177\u3067\u8a18\u9332\u3092\u5f15\u304d\u3001\u539f\u56e0\u30fb\u76f4\u3059\u5834\u6240\u30fb\u76f4\u3059\u6848\u3092\u4f5c\u308a\u3001\u7fcc\u671d\u306b\u8ffd\u3044\u304b\u3051\u308b \uff0f \u6d17\u3044\u51fa\u3057\u304b\u3089\u539f\u56e0\u306e\u8abf\u67fb\u3001\u76f4\u3059\u6848\u3001\u8ffd\u3044\u304b\u3051\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** \u8a18\u9332\u3092\u66f8\u304d\u51fa\u3059\u4f5c\u696d\u304c\u91cd\u304f\u30016\u65bd\u8a2d\u306e\u6bce\u671d\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef640\u5206\u304c20\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u2460\u3068\u2461\u306e\u753b\u9762\u306e\u898b\u6bd4\u3079\u304c\u8a08\u7b97\u306b\u7f6e\u304d\u63db\u308f\u308a\u307e\u3059\u304c\u3001\u305a\u308c\u306e\u539f\u56e0\u3092\u8a2d\u5b9a\u3068\u7d10\u4ed8\u3051\u306e\u753b\u9762\u3067\u63a2\u3059\u4f5c\u696d\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u306710\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u539f\u56e0\u3092\u63a2\u3059\u4f5c\u696d\u304c\u30011\u4ef6\u3054\u3068\u306b\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u306e\u753b\u9762\u3092\u884c\u304d\u6765\u3059\u308b\u624b\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a08\u7b97\u304c\u7a7a\u632f\u308a\u3059\u308b\u72b6\u614b\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8db3\u3059\u3068\u3001\u7a7a\u632f\u308a\u306b\u4e01\u5be7\u306a\u8aac\u660e\u304c\u4ed8\u304f\u3060\u3051\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u610f\u56f3\u3057\u305f\u5dee\u304c\u3059\u3079\u3066\u305a\u308c\u3068\u3057\u3066\u51fa\u308b | **\u53f0\u5e33\u306b\u7d4c\u8def\u3054\u3068\u306e\u610f\u56f3\u3057\u305f\u5dee\u3092\u66f8\u304f\u3002** \u8aac\u660e\u6e08\u307f\u306f\u5916\u3057\u3066\u8a18\u9332\u3060\u3051\u6b8b\u3059 |\n| \u7d4c\u8def\u306b\u3088\u3063\u3066\u6599\u91d1\u306e\u898b\u305b\u65b9\u304c\u9055\u3044\u3001\u5168\u90e8\u304c\u305a\u308c\u306b\u306a\u308b | \u4eba\u6570\u30fb\u7a0e\u30fb1\u5ba4\u304b1\u4eba\u304b\u306e\u63db\u7b97\u3092\u3001\u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u3067\u53f0\u5e33\u3068\u540c\u3058\u5358\u4f4d\u306b\u305d\u308d\u3048\u308b |\n| \u671d\u3067\u306f\u306a\u304f\u591c\u306b\u52d5\u304f | Schedule Trigger \u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304b\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092\u4f7f\u3046\u3002**Asia\/Tokyo \u3092\u6307\u5b9a** |\n| \u9053\u5177\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u52d5\u304b\u306a\u3044 | \u516c\u958b\u3057\u3066\u3044\u306a\u3044\u3068\u5931\u6557\u3059\u308b\u3002**\u89aa\u3068\u4e00\u7dd2\u306b\u516c\u958b\u3059\u308b** |\n| \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306eAPI\u3067429\u304c\u8fd4\u308b | \u547c\u3076\u65e5\u4ed8\u3092\u7d5e\u308a\u3001Batching \u3067\u9593\u9694\u3092\u7a7a\u3051\u308b |\n| \u914d\u4fe1\u306e\u8a18\u9332\u3060\u3051\u3067\u300c\u8868\u793a\u3082\u6b63\u3057\u3044\u300d\u3068\u5831\u544a\u3059\u308b | \u898b\u3048\u3066\u3044\u308b\u5024\u3068\u8a18\u9332\u4e0a\u306e\u5024\u3092 `observed_source` \u3067\u5206\u3051\u308b |\n| \u4e00\u756a\u5b89\u3044\u30b5\u30a4\u30c8\u306b\u305d\u308d\u3048\u308b\u6848\u304c\u51fa\u308b | \u6307\u793a\u3067\u7981\u3058\u308b\u3002**\u76f4\u3059\u6848\u306f\u53f0\u5e33\u3069\u304a\u308a\u306b\u51fa\u3059\u64cd\u4f5c\u3060\u3051** |\n| \u76f4\u3057\u305f\u3053\u3068\u304c\u8a18\u9332\u3055\u308c\u305a\u3001\u540c\u3058\u6307\u6458\u304c\u6bce\u671d\u51fa\u308b | \u76f4\u3057\u305f\u65e5\u6642\u3068\u5834\u6240\u3092\u898b\u56de\u308a\u306e\u8a18\u9332\u306b\u6b8b\u3059 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u751f\u6210AI\u306e\u7cbe\u5ea6\u3068\u306f\u95a2\u4fc2\u304c\u3042\u308a\u307e\u305b\u3093\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u65bd\u8a2d\u3054\u3068\u306e\u6599\u91d1\u306e\u6c7a\u3081\u65b9\u3068\u4eca\u5f8c\u306e\u6599\u91d1\u3001\u6b8b\u5ba4\u3068\u58f2\u308a\u6b62\u3081\u3001\u30b5\u30a4\u30c8\u3068\u306e\u53d6\u308a\u6c7a\u3081\uff08\u610f\u56f3\u3057\u305f\u5dee\u3084\u5272\u5f15\u306e\u53c2\u52a0\u72b6\u6cc1\uff09\u3067\u3059\u3002\u5bbf\u6cca\u5ba2\u306e\u6c0f\u540d\u3084\u9023\u7d61\u5148\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u8abf\u67fb\u306b\u5fc5\u8981\u306a\u9805\u76ee\u307e\u3067\u306b\u9650\u308b** \u2026 \u4e88\u7d04\u306e\u660e\u7d30\u3084\u5bbf\u6cca\u5ba2\u306e\u60c5\u5831\u306f\u3001\u305a\u308c\u306e\u539f\u56e0\u306e\u8abf\u67fb\u306b\u8981\u308a\u307e\u305b\u3093\u3002**PMS\u306e\u66f8\u304d\u51fa\u3057\u306f\u65e5\u4ed8\u30fb\u90e8\u5c4b\u30bf\u30a4\u30d7\u30fb\u6b8b\u5ba4\u30fb\u58f2\u308a\u6b62\u3081\u306e\u5217\u3060\u3051\u306b\u3057\u307e\u3059**\n2. **\u6599\u91d1\u3068\u6b8b\u5ba4\u3092\u81ea\u52d5\u3067\u66f8\u304d\u63db\u3048\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u76f4\u3059\u6848\u307e\u3067\u3067\u3059\u3002**\u58f2\u4e0a\u3068\u304a\u5ba2\u69d8\u306e\u4e88\u7d04\u306b\u76f4\u63a5\u3072\u3073\u304d\u307e\u3059**\n3. **\u7d4c\u8def\u306e\u9593\u3067\u6599\u91d1\u3092\u305d\u308d\u3048\u308b\u65b9\u5411\u306e\u5224\u65ad\u3092AI\u306b\u3055\u305b\u306a\u3044** \u2026 \u516c\u6b63\u53d6\u5f15\u59d4\u54e1\u4f1a\u306f\u3001\u4e88\u7d04\u30b5\u30a4\u30c8\u306e\u904b\u55b6\u4e8b\u696d\u8005\u304c\u5bbf\u6cca\u65bd\u8a2d\u306b\u3001\u5bbf\u6cca\u6599\u91d1\u3068\u90e8\u5c4b\u6570\u3092\u4ed6\u306e\u8ca9\u58f2\u7d4c\u8def\u3068\u540c\u7b49\u4ee5\u4e0a\u3068\u3059\u308b\u6761\u4ef6\u3092\u5b9a\u3081\u3066\u3044\u305f\u884c\u70ba\u306b\u3064\u3044\u3066\u3001\u72ec\u5360\u7981\u6b62\u6cd5\u7b2c19\u6761\uff08\u62d8\u675f\u6761\u4ef6\u4ed8\u53d6\u5f15\uff09\u306e\u7591\u3044\u3068\u3057\u3066\u78ba\u7d04\u8a08\u753b\u3092\u8a8d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u8a8d\u5b9a\u306f\u9055\u53cd\u3092\u8a8d\u5b9a\u3057\u305f\u3082\u306e\u3067\u306f\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001**\u3069\u306e\u7d4c\u8def\u306b\u3044\u304f\u3089\u3067\u51fa\u3059\u304b\u306f\u65bd\u8a2d\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u306f\u3001\u65bd\u8a2d\u304c\u81ea\u5206\u3067\u6c7a\u3081\u305f\u6599\u91d1\u3069\u304a\u308a\u306b\u51fa\u3066\u3044\u308b\u304b\u3060\u3051\u3092\u898b\u307e\u3059\n4. **\u4eca\u5f8c\u306e\u6599\u91d1\u3068API\u306e\u30ad\u30fc\u3092\u5916\u3078\u51fa\u3055\u306a\u3044** \u2026 \u751f\u6210AI\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u5951\u7d04\u3068\u8a2d\u5b9a\u306e\u3082\u306e\u3092\u9078\u3073\u3001\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u306f n8n \u306e\u8a8d\u8a3c\u60c5\u5831\u306b\u4fdd\u5b58\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u6b8b\u5ba4\u306e\u305a\u308c\u3092\u898b\u843d\u3068\u3059\u3053\u3068\u3068\u3001\u8aa4\u3063\u305f\u76f4\u3059\u6848\u3067\u6b63\u3057\u3044\u6599\u91d1\u3092\u66f8\u304d\u63db\u3048\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u9bae\u5ea6\u306e\u78ba\u8a8d\u3092\u7701\u304f\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306f\u53f0\u5e33\u304c\u53e4\u3044\u307e\u307e\u6b63\u3068\u3057\u3066\u6271\u3046\u3068\u8d77\u304d\u307e\u3059\u3002","recommended_for":"\u8907\u6570\u306e\u65bd\u8a2d\u3092\u904b\u55b6\u3057\u3001\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u30fb\u3058\u3083\u3089\u3093\u30fb\u4e00\u4f11\u30fb\u6d77\u5916\u306e\u4e88\u7d04\u30b5\u30a4\u30c8\u3068\u81ea\u793e\u30b5\u30a4\u30c8\u306b\u540c\u3058\u90e8\u5c4b\u3092\u4e26\u3079\u3066\u58f2\u3063\u3066\u3044\u308b\u30db\u30c6\u30eb\u30fb\u65c5\u9928\u3002\u6599\u91d1\u3068\u6b8b\u5ba4\u3092\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u3067\u914d\u4fe1\u3057\u3066\u3044\u308b\u304c\u3001\u914d\u4fe1\u5f8c\u306b\u5404\u30b5\u30a4\u30c8\u3067\u3069\u3046\u898b\u3048\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u4f5c\u696d\u304c\u4e88\u7d04\u62c5\u5f53\u8005\u306e\u76ee\u306b\u983c\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u6599\u91d1\u306e\u6539\u5b9a\u304c\u9031\u306b\u4f55\u5ea6\u3082\u3042\u308a\u3001\u6539\u5b9a\u306e\u305f\u3073\u306b\u914d\u4fe1\u6f0f\u308c\u3084\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u306e\u8aa4\u308a\u304c\u8d77\u304d\u3066\u3044\u308b\u5834\u5408\u3002\u6599\u91d1\u306e\u6c7a\u3081\u65b9\u3092\u65bd\u8a2d\u3054\u3068\u306e\u6599\u91d1\u53f0\u5e33\u306b\u6b8b\u305b\u308b\u5834\u5408\u3002","not_recommended_for":"\u4e88\u7d04\u30b5\u30a4\u30c8\u30921\u301c2\u3064\u3057\u304b\u4f7f\u3063\u3066\u304a\u3089\u305a\u3001\u753b\u9762\u3092\u898b\u308c\u3070\u6570\u5206\u3067\u78ba\u304b\u3081\u3089\u308c\u308b\u5834\u5408\u3002\u6599\u91d1\u3092\u5b63\u7bc0\u3054\u3068\u306b\u4e00\u5ea6\u6c7a\u3081\u305f\u3089\u307b\u3068\u3093\u3069\u52d5\u304b\u3055\u306a\u3044\u5834\u5408\u3002\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u3092\u4f7f\u3063\u3066\u304a\u3089\u305a\u3001\u5404\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\u3067\u500b\u5225\u306b\u6599\u91d1\u3092\u5165\u308c\u3066\u3044\u308b\u5834\u5408\uff08\u5148\u306b\u914d\u4fe1\u306e\u7d4c\u8def\u3092\u4e00\u672c\u306b\u3059\u308b\u307b\u3046\u304c\u52b9\u304f\uff09\u3002\u5404\u30b5\u30a4\u30c8\u3068\u306e\u5951\u7d04\u3084\u6599\u91d1\u306e\u6c7a\u3081\u65b9\u305d\u306e\u3082\u306e\u3092\u898b\u76f4\u3057\u305f\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306f\u5224\u65ad\u3092\u4ee3\u66ff\u3057\u307e\u305b\u3093\uff09\u3002","first_step":"**1\u9031\u76ee\uff1a\u610f\u56f3\u3057\u305f\u5dee\u3092\u66f8\u304d\u51fa\u3059**\n\n\u65bd\u8a2d\u306e\u4e88\u7d04\u62c5\u5f53\u306b\u3001**\u7d4c\u8def\u3054\u3068\u306b\u6599\u91d1\u3092\u5909\u3048\u3066\u3044\u308b\u3068\u3053\u308d\u3001\u30b5\u30a4\u30c8\u5074\u306e\u5272\u5f15\u306b\u53c2\u52a0\u3057\u3066\u3044\u308b\u3068\u3053\u308d\u3001\u7a0e\u30fb\u30b5\u30fc\u30d3\u30b9\u6599\u306e\u898b\u305b\u65b9\u304c\u9055\u3046\u3068\u3053\u308d**\u3092\u805e\u304d\u53d6\u308a\u3001\u6599\u91d1\u53f0\u5e33\u306b\u5217\u3092\u8db3\u3057\u3066\u66f8\u304d\u307e\u3059\u3002**\u3053\u306e\u5217\u304c\u7121\u3044\u3068\u3001\u8a08\u7b97\u306f\u3059\u3079\u3066\u3092\u305a\u308c\u3068\u3057\u3066\u51fa\u3057\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a10\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u8aa4\u308a\u304b\u308910\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306e\u751f\u6210AI\u3067\u539f\u56e0\u3092\u6574\u7406\u3055\u305b\u307e\u3059\u3002**\u30b5\u30a4\u30c8\u306e\u8a2d\u5b9a\u3092\u63a8\u6e2c\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u66f8\u304d\u51fa\u3057\u3068\u63db\u7b97\u306e\u898f\u5247\u3092\u6c7a\u3081\u308b**\n\n**\u30b5\u30a4\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u304b\u3089\u914d\u4fe1\u306e\u7d50\u679c\u3068\u30d7\u30e9\u30f3\u306e\u7d10\u4ed8\u3051\u3092\u6bce\u6669\u66f8\u304d\u51fa\u305b\u308b\u304b\u3092\u78ba\u304b\u3081\u3001\u7d4c\u8def\u3054\u3068\u306e\u5358\u4f4d\u306e\u63db\u7b97\u306e\u898f\u5247\u3068\u3001\u6bb5\u968eA\uff0fB\uff0fC\u306e\u5883\u76ee\u3092\u3001\u65bd\u8a2d\u3068\u672c\u90e8\u3067\u6c7a\u3081\u307e\u3059\u3002** \u3042\u308f\u305b\u3066\u3001\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e\u30a2\u30d7\u30eaID\u3068\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3092\u767a\u884c\u3057\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u307e\u3067\u3092\u3064\u306a\u3050**\n\nn8n \u306e Schedule Trigger \u304b\u3089\u53f0\u5e33\u3068\u66f8\u304d\u51fa\u3057\u3092\u8aad\u307f\u3001\u697d\u5929\u30c8\u30e9\u30d9\u30eb\u306e\u7a7a\u5ba4\u691c\u7d22API\u3092\u547c\u3073\u3001Code \u30ce\u30fc\u30c9\u3067\u305a\u308c\u3092\u51fa\u3057\u3066\u3001**\u305a\u308c\u306e\u4e00\u89a7\u3092\u30c1\u30e3\u30c3\u30c8\u306b\u51fa\u3059\u3068\u3053\u308d\u307e\u3067**\u4f5c\u308a\u307e\u3059\u3002\u3053\u306e\u6642\u70b9\u3067\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5165\u308c\u307e\u305b\u3093\u3002\n\n**2\u304b\u6708\u76ee\uff1a** \u9053\u5177\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u30925\u672c\u4f5c\u308a\u3001AI Agent \u30ce\u30fc\u30c9\u3067\u539f\u56e0\u3068\u76f4\u3059\u6848\u3092\u51fa\u3057\u307e\u3059\u3002\u65bd\u8a2d\u306e\u62c5\u5f53\u8005\u304c\u6848\u3092\u76f4\u3057\u305f\u5272\u5408\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u7fcc\u671d\u306e\u8ffd\u3044\u304b\u3051\u3068\u6bb5\u968e\u306e\u898f\u5247\u3092\u8db3\u3057\u30011\u4ef640\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u6e80\u5ba4\u306e\u65e5\u306b\u5165\u308b\u4e88\u7d04\u304c\u306a\u304f\u306a\u308a\u3001\u4e00\u89a7\u304c\u6bce\u671d\u8aad\u307e\u308c\u7d9a\u3051\u3066\u3044\u308b\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0189","UC-0377","UC-0374","UC-0127"],"related_articles":[{"id":7489,"slug":"eigyo-ai-agent-hani","title":"\u55b6\u696d\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u4f55\u3092\u4efb\u305b\u308b\uff1f\uff5c\u4eba\u304c\u63e1\u308b\u5224\u65ad\u306e\u7dda"},{"id":7351,"slug":"eigyo-ai-katsuyo-bamen","title":"\u55b6\u696d\u3067AI\u3092\u4f7f\u30465\u3064\u306e\u5834\u9762\uff5c\u4efb\u305b\u65b9\u3067\u6210\u679c\u304c\u5909\u308f\u308b"},{"id":5665,"slug":"eigyo-list-sakusei","title":"\u55b6\u696d\u30ea\u30b9\u30c8\u306f\u8cb7\u308f\u306a\u304f\u3066\u3082\u4f5c\u308c\u308b\uff5c\u516c\u958b\u60c5\u5831\u304b\u3089\u7d44\u3080"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Schedule Trigger \u306e\u9593\u9694\u3068 Custom\uff08Cron\uff09\u3002\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u306e\u6271\u3044\u3068\u3001\u81ea\u524d\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u65e2\u5b9a\u304c America\/New York \u3067\u3042\u308b\u3053\u3068\u3002\u4fdd\u5b58\u3057\u3066\u516c\u958b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068 | [n8n Docs: Schedule Trigger node](https:\/\/docs.n8n.io\/integrations\/builtin\/core-nodes\/n8n-nodes-base.scheduletrigger\/) | 2026-10-06 |\n| Tools Agent \u306e System Message\u3001Max Iterations\uff08\u65e2\u5b9a10\uff09\u3001Return Intermediate Steps\u3001Require Specific Output Format \u306e\u5404\u8a2d\u5b9a | [n8n Docs: Tools AI Agent node](https:\/\/docs.n8n.io\/integrations\/builtin\/cluster-nodes\/root-nodes\/n8n-nodes-langchain.agent\/tools-agent\/) | 2026-10-06 |\n| Call n8n Workflow Tool \u306e Description\u3001Workflow Inputs\u3001`$fromAI()`\u3002\u516c\u958b\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u300cWorkflow is not active and cannot be executed\u300d\u3067\u5931\u6557\u3059\u308b\u3053\u3068 | [n8n Docs: Call n8n Workflow Tool node](https:\/\/docs.n8n.io\/integrations\/builtin\/cluster-nodes\/sub-nodes\/n8n-nodes-langchain.toolworkflow\/) | 2026-10-06 |\n| Structured Output Parser \u306e2\u3064\u306e\u66f8\u304d\u65b9\u3002\u4f8b\u304b\u3089\u4f5c\u308b\u3068\u5168\u9805\u76ee\u304c\u5fc5\u9808\u306b\u306a\u308b\u3053\u3068\u3002`$ref` \u304c\u4f7f\u3048\u306a\u3044\u3053\u3068 | [n8n Docs: Structured Output Parser node](https:\/\/docs.n8n.io\/integrations\/builtin\/cluster-nodes\/sub-nodes\/n8n-nodes-langchain.outputparserstructured\/) | 2026-10-06 |\n| HTTP Request \u30ce\u30fc\u30c9\u306e Batching\uff08Items per Batch\u3001Batch Interval\uff09\u3001Timeout\u3001Never Error\uff08\u65e2\u5b9a\u3067\u306f2xx\u306e\u307f\u6210\u529f\uff09\u306e\u5404\u8a2d\u5b9a | [n8n Docs: HTTP Request node](https:\/\/docs.n8n.io\/integrations\/builtin\/core-nodes\/n8n-nodes-base.httprequest\/) | 2026-10-06 |\n| OpenAI Chat Model \u30ce\u30fc\u30c9\u306e Sampling Temperature\uff08\u9ad8\u3044\u307b\u3069\u8aa4\u308a\u306e\u304a\u305d\u308c\u304c\u5897\u3048\u308b\uff09\u3001Timeout\u3001Max Retries \u306e\u5404\u8a2d\u5b9a | [n8n Docs: OpenAI Chat Model node](https:\/\/docs.n8n.io\/integrations\/builtin\/cluster-nodes\/sub-nodes\/n8n-nodes-langchain.lmchatopenai\/) | 2026-10-06 |\n| \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u7a7a\u5ba4\u691c\u7d22API\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306a\u7a7a\u5ba4\u306e\u60c5\u5831\u3092\u8fd4\u3059\u3053\u3068\u3002`applicationId` \u3068 `accessKey` \u304c\u5fc5\u9808\u3001\u65bd\u8a2d\u756a\u53f7\u306f\u6700\u592715\u500b\u3002`rakutenCharge`\u3001`total`\u3002\u4e0a\u9650\u8d85\u904e\u3067429\u304c\u8fd4\u308b\u3053\u3068 | [\u697d\u5929\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9: \u697d\u5929\u30c8\u30e9\u30d9\u30eb\u7a7a\u5ba4\u691c\u7d22API](https:\/\/webservice.rakuten.co.jp\/documentation\/vacant-hotel-search) | 2026-10-06 |\n| \u5bbf\u6cca\u6599\u91d1\u3068\u90e8\u5c4b\u6570\u3092\u4ed6\u306e\u8ca9\u58f2\u7d4c\u8def\u3068\u540c\u7b49\u53c8\u306f\u6709\u5229\u306a\u3082\u306e\u3068\u3059\u308b\u6761\u4ef6\u306b\u3064\u3044\u3066\u3001\u72ec\u5360\u7981\u6b62\u6cd5\u7b2c19\u6761\uff08\u62d8\u675f\u6761\u4ef6\u4ed8\u53d6\u5f15\uff09\u306e\u7591\u3044\u3068\u3057\u3066\u78ba\u7d04\u8a08\u753b\u304c\u8a8d\u5b9a\u3055\u308c\u305f\u3053\u3068\uff08\u4ee4\u548c\u5143\u5e7410\u670825\u65e5\uff09\u3002\u9055\u53cd\u3092\u8a8d\u5b9a\u3057\u305f\u3082\u306e\u3067\u306f\u306a\u3044\u3053\u3068 | [\u516c\u6b63\u53d6\u5f15\u59d4\u54e1\u4f1a: \u697d\u5929\u682a\u5f0f\u4f1a\u793e\u304b\u3089\u7533\u8acb\u304c\u3042\u3063\u305f\u78ba\u7d04\u8a08\u753b\u306e\u8a8d\u5b9a\u306b\u3064\u3044\u3066](https:\/\/www.jftc.go.jp\/houdou\/pressrelease\/2019\/oct\/191025.html) | 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