{"id":14088,"date":"2026-10-01T09:02:38","date_gmt":"2026-10-01T00:02:38","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/property-maintenance-history-search\/"},"modified":"2026-10-01T09:02:38","modified_gmt":"2026-10-01T00:02:38","slug":"property-maintenance-history-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/property-maintenance-history-search\/","title":{"rendered":"\u7ba1\u7406\u7269\u4ef6\u306e\u4fee\u7e55\u30fb\u8a2d\u5099\u4ea4\u63db\u30fb\u5165\u5c45\u8005\u5bfe\u5fdc\u306e\u8a18\u9332\u3092\u90e8\u5c4b\u3054\u3068\u306b\u63a2\u3057\u3001\u62c5\u5f53\u306e\u4ea4\u4ee3\u3084\u5165\u5c45\u8005\u304b\u3089\u306e\u9023\u7d61\u306e\u3068\u304d\u306b\u7d4c\u7def\u3092\u6839\u62e0\u4ed8\u304d\u3067\u5f15\u304f"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u7ba1\u7406\u7269\u4ef6\u306e\u90e8\u5c4b\u3054\u3068\u306b\u3001\u904e\u53bb\u306e\u4fee\u7e55\u30fb\u8a2d\u5099\u4ea4\u63db\u30fb\u5165\u5c45\u8005\u5bfe\u5fdc\u306e\u8a18\u9332\u3092\u63a2\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u62c5\u5f53\u8005\u306e\u4ea4\u4ee3\u6642\u3084\u5165\u5c45\u8005\u304b\u3089\u9023\u7d61\u304c\u6765\u305f\u3068\u304d\u306b\u3001\u300c\u3044\u3064\u3001\u4f55\u304c\u8d77\u304d\u3001\u8ab0\u304c\u4f55\u3092\u3057\u3066\u3001\u4f55\u304c\u6b8b\u3063\u3066\u3044\u308b\u304b\u300d\u3092\u6839\u62e0\u306e\u8a18\u9332\u4ed8\u304d\u3067\u8fd4\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0400","platform_main":"OpenSearch","publish_date":"","last_updated":"2026-10-01","tech_verified_date":"2026-09-30","trigger":"**\u30c8\u30ea\u30ac\u30fc\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u8a18\u9332\u3092\u5165\u308c\u308b\u5074\u3068\u3001\u63a2\u3059\u5074\u3067\u3059\u3002**\n\n\u5165\u308c\u308b\u5074\u306f\u3001**\u6bce\u66692\u6642\u306e\u5b9a\u6642\u5b9f\u884c**\u3067\u3059\u3002\u524d\u65e5\u5206\u306e\u5bfe\u5fdc\u5c65\u6b74\u3001\u5b8c\u4e86\u5831\u544a\u3001\u4fee\u7e55\u306e\u5206\u985e\u304c\u4ed8\u3044\u305f\u30e1\u30fc\u30eb\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u5f53\u65e5\u306e\u51fa\u6765\u4e8b\u306f\u3001\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u76f4\u63a5\u898b\u308c\u3070\u8db3\u308a\u307e\u3059\u3002**\n\n\u63a2\u3059\u5074\u306f\u3001**\u62c5\u5f53\u8005\u304c Teams \u306e\u691c\u7d22\u306e\u7a93\u53e3\u306b\u8cea\u554f\u3092\u66f8\u3044\u305f\u3068\u304d**\u3067\u3059\u3002\u8cea\u554f\u3068\u4e00\u7dd2\u306b\u3001\u5834\u9762\u30923\u3064\u304b\u3089\u9078\u3093\u3067\u3082\u3089\u3044\u307e\u3059\u3002\n\n| \u5834\u9762 | \u4f7f\u3046\u3068\u304d | \u5165\u5c45\u8005\u306b\u4ed8\u304f\u8a18\u9332\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u96fb\u8a71\u5bfe\u5fdc\u4e2d | \u5165\u5c45\u8005\u3084\u30aa\u30fc\u30ca\u30fc\u304b\u3089\u306e\u9023\u7d61\u306e\u6700\u4e2d | **\u3044\u307e\u306e\u5951\u7d04\u306e\u8a18\u9332\u3060\u3051**\u3092\u8fd4\u3059 |\n| \u5f15\u304d\u7d99\u304e | \u53d7\u3051\u6301\u3061\u306e\u68df\u306e\u628a\u63e1 | \u524d\u306e\u5951\u7d04\u306e\u8a18\u9332\u3082\u8fd4\u3059\u304c\u3001\u5370\u3092\u4ed8\u3051\u308b |\n| \u9000\u53bb\u524d\u78ba\u8a8d | \u9000\u53bb\u306e\u7acb\u4f1a\u3044\u306e\u524d | \u3044\u307e\u306e\u5951\u7d04\u306e\u8a18\u9332\u3060\u3051\u3092\u8fd4\u3059 |\n\n**\u5834\u9762\u3092\u9078\u3070\u305a\u306b\u9001\u3063\u305f\u8cea\u554f\u306f\u3001\u898b\u305b\u308b\u7bc4\u56f2\u304c\u3044\u3061\u3070\u3093\u72ed\u3044\u96fb\u8a71\u5bfe\u5fdc\u4e2d\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u5c65\u6b74 | \u53d7\u4ed8\u65e5\u3001\u7269\u4ef6\u30fb\u90e8\u5c4b\u3001\u5206\u985e\u3001\u62c5\u5f53\u8005\u3001\u30e1\u30e2\u3001\u72b6\u614b\uff08\u53d7\u4ed8\uff0f\u624b\u914d\u4e2d\uff0f\u5b8c\u4e86\uff09 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u65e5\u6b21\u306e\u66f8\u304d\u51fa\u3057\uff09 |\n| \u5b8c\u4e86\u5831\u544a | \u5354\u529b\u696d\u8005\u540d\u3001\u4f5c\u696d\u65e5\u3001\u4f5c\u696d\u5185\u5bb9\u3001\u4ea4\u63db\u3057\u305f\u8a2d\u5099\u306e\u578b\u756a\u3001\u5199\u771f\u306e\u6709\u7121 | \u4fdd\u7ba1\u30d5\u30a9\u30eb\u30c0\u306ePDF\uff08\u6587\u5b57\u306e\u5165\u3063\u305f\u3082\u306e\uff09 |\n| \u4fee\u7e55\u306e\u30e1\u30fc\u30eb | \u30aa\u30fc\u30ca\u30fc\u3078\u306e\u898b\u7a4d\u306e\u8aac\u660e\u3001\u627f\u8a8d\u306e\u8fd4\u4fe1\u3001\u5354\u529b\u696d\u8005\u3068\u306e\u65e5\u7a0b\u8abf\u6574 | \u5171\u6709\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\uff08\u4fee\u7e55\u306e\u5206\u985e\u304c\u4ed8\u3044\u305f\u3082\u306e\uff09 |\n| \u7269\u4ef6\u30de\u30b9\u30bf | \u7269\u4ef6\u30b3\u30fc\u30c9\u3001\u6b63\u5f0f\u540d\u3001\u901a\u79f0\u3001\u65e7\u540d\u3001\u4f4f\u6240\u3001\u90e8\u5c4b\u756a\u53f7\u306e\u4e00\u89a7 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u5951\u7d04\u306e\u533a\u5207\u308a | \u90e8\u5c4b\u3054\u3068\u306e\u5951\u7d04\u756a\u53f7\u3068\u3001\u5165\u5c45\u65e5\u30fb\u9000\u53bb\u65e5 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u306e\u5951\u7d04\u306e\u533a\u5207\u308a\u3067\u3059\u3002** \u3053\u308c\u304c\u7121\u3044\u3068\u5165\u5c45\u8005\u306b\u4ed8\u304f\u8a18\u9332\u306e\u5951\u7d04\u304c\u6c7a\u307e\u3089\u305a\u3001**\u5834\u9762\u306b\u3088\u308b\u898b\u305b\u5206\u3051\u304c\u6210\u308a\u7acb\u3061\u307e\u305b\u3093\u3002** \u7269\u4ef6\u30de\u30b9\u30bf\u306e\u901a\u79f0\u3068\u65e7\u540d\u3082\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u62c5\u5f53\u8005\u306f\u300c\u99c5\u524d\u306e\u30b3\u30fc\u30dd\u300d\u306e\u3088\u3046\u306b\u66f8\u304f\u304b\u3089\u3067\u3059\u3002","data_source":"**\u53d6\u308a\u8fbc\u307f\u3067\u306f\u30011\u4ef6\u306e\u8a18\u9332\u30921\u3064\u306e\u6587\u66f8\u3068\u3057\u3066\u5165\u308c\u3001\u6848\u4ef6\u306e\u756a\u53f7\uff08\u53d7\u4ed8\u756a\u53f7\uff09\u3092\u5fc5\u305a\u4ed8\u3051\u307e\u3059\u3002** \u5b8c\u4e86\u5831\u544a\u3068\u30e1\u30fc\u30eb\u306f\u6b21\u306e\u9806\u3067\u7d50\u3073\u4ed8\u3051\u307e\u3059\u3002\n\n1. \u672c\u6587\u306b\u53d7\u4ed8\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u305d\u308c\u3092\u4f7f\u3046\n2. \u7121\u3051\u308c\u3070\u3001\u7269\u4ef6\u30fb\u90e8\u5c4b\u30fb\u5354\u529b\u696d\u8005\u540d\u30fb\u65e5\u4ed8\u304c\u8fd1\u3044\u53d7\u4ed8\u3092\u63a2\u3057\u30011\u4ef6\u306b\u6c7a\u307e\u308c\u3070\u7d50\u3073\u4ed8\u3051\u308b\n3. \u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u3001\u6848\u4ef6\u306e\u756a\u53f7\u306b `U-` \u3068\u8a18\u9332\u306e\u756a\u53f7\u3092\u5165\u308c\u3001`link_status` \u3092 `unlinked` \u306b\u3059\u308b\n\n**3\u756a\u76ee\u306e\u8a18\u9332\u3082\u6368\u3066\u307e\u305b\u3093\u3002** 1\u4ef6\u3060\u3051\u306e\u6848\u4ef6\u3068\u3057\u3066\u691c\u7d22\u306b\u51fa\u307e\u3059\u3002\n\n| \u9805\u76ee | \u578b | \u7528\u9014 |\n|:--|:--|:--|\n| `event_id` \uff0f `case_id` | keyword | \u8a18\u9332\u306e\u756a\u53f7\u3068\u6848\u4ef6\u306e\u756a\u53f7\u3002**`case_id` \u306f collapse \u3067\u307e\u3068\u3081\u308b\u9805\u76ee** |\n| `property_id` \uff0f `unit_no` | keyword | \u7269\u4ef6\u3068\u90e8\u5c4b\u3002\u5171\u7528\u90e8\u306f `COMMON` |\n| `scope` \uff0f `tenancy_id` | keyword | `unit`\uff08\u90e8\u5c4b\u306b\u4ed8\u304f\uff09\uff0f `common`\uff08\u5171\u7528\u90e8\uff09\uff0f `tenancy`\uff08\u5165\u5c45\u8005\u306b\u4ed8\u304f\uff09\u3068\u3001\u305d\u306e\u5951\u7d04\u756a\u53f7 |\n| `event_type` \uff0f `event_date` | keyword \uff0f date | \u53d7\u4ed8\u30fb\u624b\u914d\u30fb\u898b\u7a4d\u30fb\u627f\u8a8d\u30fb\u5b8c\u4e86\u30fb\u5165\u5c45\u8005\u9023\u7d61\u3068\u3001\u305d\u306e\u65e5\u4ed8 |\n| `equipment` \uff0f `model_no` | keyword | \u8a2d\u5099\u306e\u7a2e\u985e\u3068\u578b\u756a |\n| `body_text` \uff0f `body_embedding` | text \uff0f \u30d9\u30af\u30c8\u30eb | \u672c\u6587\u3068\u3001\u305d\u306e\u57cb\u3081\u8fbc\u307f |\n| `source_url` | keyword | \u5143\u306e\u8a18\u9332\u3078\u306e\u30ea\u30f3\u30af |\n\n**`case_id` \u3092 keyword \u306b\u3059\u308b\u306e\u306f\u5fc5\u9808\u3067\u3059\u3002** collapse \u3067\u307e\u3068\u3081\u308b\u9805\u76ee\u306f\u3001**keyword \u304b\u6570\u5024\u306e\u578b\u3067\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002** \u57cb\u3081\u8fbc\u307f\u306f\u3001\u53d6\u308a\u8fbc\u307f\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e **`text_embedding` \u30d7\u30ed\u30bb\u30c3\u30b5**\u304c `field_map` \u3067\u6307\u5b9a\u3057\u305f `body_text` \u304b\u3089\u4f5c\u308a\u307e\u3059\u3002\n\n**\u63a2\u3059\u5074\u306f\u30012\u56de\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5206\u3051\u307e\u3059\u3002** 1\u56de\u76ee\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3067\u6848\u4ef6\u3092\u4e0a\u4f4d5\u4ef6\u307e\u3067\u53d6\u308a\u30012\u56de\u76ee\u3067\u3001\u305d\u306e5\u4ef6\u306b\u4ed8\u304f\u8a18\u9332\u3092 `event_date` \u306e\u53e4\u3044\u9806\u306b\u3059\u3079\u3066\u53d6\u308a\u307e\u3059\u3002","preprocessing":"**\u53d6\u308a\u8fbc\u307f\u5074**\n\n1. **\u30e1\u30fc\u30eb\u306e\u5f15\u7528\u3068\u7f72\u540d\u3092\u843d\u3068\u3059** \u2026 \u305d\u306e\u307e\u307e\u3060\u3068\u540c\u3058\u6587\u304c\u4f55\u4ef6\u3082\u306e\u8a18\u9332\u306b\u73fe\u308c\u307e\u3059\n2. **\u5b8c\u4e86\u5831\u544a\u306ePDF\u304b\u3089\u6587\u5b57\u3092\u53d6\u308a\u51fa\u3059** \u2026 \u6587\u5b57\u306e\u7121\u3044\u30b9\u30ad\u30e3\u30f3\u306f\u3001\u672c\u6587\u3092\u7a7a\u306b\u3057\u3066 `source_url` \u3060\u3051\u3092\u5165\u308c\u307e\u3059\n3. **\u90e8\u5c4b\u756a\u53f7\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c302\u53f7\u5ba4\u300d\u300c3-02\u300d\u3092 `302` \u306b\u3002\u6539\u88c5\u3067\u5909\u308f\u3063\u305f\u756a\u53f7\u306f\u5bfe\u5fdc\u8868\u3067\u5bc4\u305b\u307e\u3059\n4. **`tenancy_id` \u3092\u6c7a\u3081\u308b** \u2026 \u8a18\u9332\u306e\u65e5\u4ed8\u3092\u5165\u5c45\u65e5\u30fb\u9000\u53bb\u65e5\u3068\u6bd4\u3079\u307e\u3059\n5. **\u500b\u4eba\u306e\u9023\u7d61\u5148\u3092\u843d\u3068\u3059** \u2026 **\u7d4c\u7def\u3092\u63a2\u3059\u306e\u306b\u9023\u7d61\u5148\u306f\u8981\u308a\u307e\u305b\u3093**\n\n**\u63a2\u3059\u5074**\n\n1. **\u7269\u4ef6\u306e\u624b\u304c\u304b\u308a\u3092\u7269\u4ef6\u30de\u30b9\u30bf\u3067\u5f15\u304f** \u2026 \u6b63\u5f0f\u540d\u30fb\u901a\u79f0\u30fb\u65e7\u540d\u3067\u7167\u5408\u3057\u307e\u3059\u3002**\u8907\u6570\u306b\u5f53\u305f\u3063\u305f\u3089\u5019\u88dc\u3092\u8fd4\u3057\u3066\u9078\u3093\u3067\u3082\u3089\u3044\u307e\u3059**\n2. **\u5834\u9762\u304b\u3089\u898b\u305b\u3066\u3088\u3044\u7bc4\u56f2\u3092\u7d44\u3080** \u2026 \u6b21\u306e\u6761\u4ef6\u3092 `filter` \u306b\u5165\u308c\u307e\u3059\n\n| \u5834\u9762 | `filter` \u306e\u4e2d\u8eab |\n|:--|:--|\n| \u96fb\u8a71\u5bfe\u5fdc\u4e2d | \u7269\u4ef6\u30b3\u30fc\u30c9\u304c\u4e00\u81f4\u3057\u3001`scope` \u304c `unit` \u304b `common`\u3001\u307e\u305f\u306f `scope` \u304c `tenancy` \u3067 `tenancy_id` \u304c\u3044\u307e\u306e\u5951\u7d04 |\n| \u5f15\u304d\u7d99\u304e | \u7269\u4ef6\u30b3\u30fc\u30c9\u304c\u4e00\u81f4\u3059\u308b\u3082\u306e\uff08`tenancy` \u306f\u3059\u3079\u3066\u542b\u3080\u304c\u3001\u5f8c\u6bb5\u3067\u5370\u3092\u4ed8\u3051\u308b\uff09 |\n| \u9000\u53bb\u524d\u78ba\u8a8d | \u96fb\u8a71\u5bfe\u5fdc\u4e2d\u3068\u540c\u3058 |\n\n**\u7bc4\u56f2\u306e\u6761\u4ef6\u306f\u3001\u751f\u6210AI\u306b\u7d44\u307e\u305b\u307e\u305b\u3093\u3002** \u3044\u307e\u306e\u5951\u7d04\u306f\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089 n8n \u304c\u5f15\u3044\u3066\u7d44\u307f\u307e\u3059\u3002","ai_processing":"**\u751f\u6210AI\u306f2\u56de\u547c\u3073\u3001\u305d\u308c\u305e\u308c\u306b1\u3064\u306e\u4ed5\u4e8b\u3092\u3055\u305b\u307e\u3059\u3002**\n\n| \u547c\u3073\u51fa\u3057 | \u3055\u305b\u308b\u3053\u3068 |\n|:--|:--|\n| 1\uff1a\u6761\u4ef6\u306e\u53d6\u308a\u51fa\u3057 | \u7269\u4ef6\u306e\u624b\u304c\u304b\u308a\u3001\u90e8\u5c4b\uff08\u5171\u7528\u90e8\u306f `COMMON`\uff09\u3001\u8a2d\u5099\u3001\u75c7\u72b6\u3001\u671f\u9593\u3001\u63a2\u3057\u65b9\uff08`relevance` \u95a2\u4fc2\u306e\u6df1\u3044\u9806\uff0f `timeline` \u65b0\u3057\u3044\u9806\uff0f `open_cases` \u7d42\u308f\u3063\u3066\u3044\u306a\u3044\u6848\u4ef6\uff09\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `null` |\n| 2\uff1a\u7d4c\u7def\u306e\u6574\u7406 | \u6848\u4ef6\u3054\u3068\u306e\u7d4c\u7def\u3092\u65e5\u4ed8\u306e\u9806\u306b\u3002\u6b8b\u3063\u3066\u3044\u308b\u4e8b\u9805\u3001\u540c\u3058\u75c7\u72b6\u306e\u304f\u308a\u8fd4\u3057\u3001\u8a18\u9332\u3069\u3046\u3057\u306e\u98df\u3044\u9055\u3044\u3001\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u3053\u3068 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a18\u9332\u306b\u306a\u3044\u7d4c\u7def\u306e\u88dc\u5b8c | \u300c\u304a\u305d\u3089\u304f\u4ea4\u63db\u3057\u305f\u300d\u3068\u66f8\u304f\u3068\u3001\u62c5\u5f53\u8005\u306f\u305d\u308c\u3092\u4e8b\u5b9f\u3068\u3057\u3066\u4f1d\u3048\u308b |\n| \u8cbb\u7528\u306e\u8ca0\u62c5\u8005\u306e\u5224\u65ad | \u5951\u7d04\u3068\u30aa\u30fc\u30ca\u30fc\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u6c7a\u307e\u308b\u3002\u4eba\u304c\u5224\u65ad\u3059\u308b |\n| \u5165\u5c45\u8005\u306e\u904e\u5931\u306e\u5224\u65ad | \u5165\u5c45\u8005\u3068\u306e\u95a2\u4fc2\u306b\u76f4\u63a5\u3072\u3073\u304f |\n| \u4fdd\u8a3c\u671f\u9593\u306e\u8a08\u7b97 | \u8a2d\u7f6e\u65e5\u3068\u4fdd\u8a3c\u306e\u6761\u4ef6\u304c\u8a18\u9332\u306b\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u591a\u3044 |\n| \u524d\u306e\u5951\u7d04\u306e\u8a18\u9332\u306e\u8981\u7d04\u3092\u96fb\u8a71\u5bfe\u5fdc\u4e2d\u306b\u51fa\u3059\u3053\u3068 | \u7bc4\u56f2\u306e\u6761\u4ef6\u3067\u6e21\u3055\u306a\u3044\u304c\u3001\u6307\u793a\u3067\u3082\u7981\u3058\u308b |\n\n**\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u306f\u3001\u8868\u306e1\u884c\u76ee\u3067\u3059\u3002** \u5b8c\u4e86\u5831\u544a\u304c\u7121\u3044\u6848\u4ef6\u3092\u6e21\u3059\u3068\u300c\u305d\u306e\u5f8c\u3001\u4ea4\u63db\u3055\u308c\u307e\u3057\u305f\u300d\u3068\u66f8\u304d\u305f\u304c\u308a\u307e\u3059\u3002**\u8a18\u9332\u304c\u7121\u3044\u3053\u3068\u306f\u3001\u6b8b\u3063\u3066\u3044\u308b\u4e8b\u9805\u3068\u3057\u3066\u66f8\u304b\u305b\u307e\u3059\u3002**","prompt_example":"**\u547c\u3073\u51fa\u30571\uff08structured outputs \u3067\u53d7\u3051\u53d6\u308b\uff09**\n\n```\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u306e\u793e\u5185\u691c\u7d22\u306e\u7a93\u53e3\u3067\u3059\u3002\n\u62c5\u5f53\u8005\u306e\u8cea\u554f\u304b\u3089\u3001\u691c\u7d22\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u691c\u7d22\u305d\u306e\u3082\u306e\u306f\u3057\u307e\u305b\u3093\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\n- property_hint : \u7269\u4ef6\u3092\u6307\u3059\u8a00\u8449\uff08\u6b63\u5f0f\u540d\u30fb\u901a\u79f0\u30fb\u65e7\u540d\u30fb\u4f4f\u6240\u306e\u4e00\u90e8\uff09\u3002\u66f8\u304b\u308c\u305f\u8a00\u8449\u306e\u307e\u307e\n- unit_no       : \u90e8\u5c4b\u756a\u53f7\u3002\u300c\u53f7\u5ba4\u300d\u306f\u4ed8\u3051\u306a\u3044\u3002\u5171\u7528\u90e8\u306e\u8a71\u306a\u3089 COMMON\n- equipment     : \u8a2d\u5099\u306e\u7a2e\u985e\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 null\n- symptom       : \u75c7\u72b6\u3084\u51fa\u6765\u4e8b\u3092\u8868\u3059\u8a00\u8449\u3002\u66f8\u304b\u308c\u305f\u8a00\u3044\u56de\u3057\u3092\u6b8b\u3059\n- date_from \/ date_to : \u671f\u9593\u3002\u300c\u53bb\u5e74\u306e\u51ac\u300d\u306e\u3088\u3046\u306a\u8868\u73fe\u306f\u3001\u4eca\u65e5\u306e\u65e5\u4ed8 {today} \u304b\u3089\u7bc4\u56f2\u306b\u3059\u308b\n- mode          : relevance \/ timeline \/ open_cases \u306e\u3069\u308c\u304b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7269\u4ef6\u540d\u3092\u6b63\u5f0f\u540d\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u7167\u5408\u306f\u5225\u306e\u4ed5\u7d44\u307f\u304c\u884c\u3044\u307e\u3059\u3002\n- \u90e8\u5c4b\u756a\u53f7\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c3\u968e\u306e\u89d2\u90e8\u5c4b\u300d\u306f unit_no \u3092 null \u306b\u3057\u307e\u3059\u3002\n- \u300c\u524d\u56de\u300d\u300c\u3053\u306e\u524d\u300d\u306f mode \u3092 timeline \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300c\u307e\u3060\u7d42\u308f\u3063\u3066\u3044\u306a\u3044\u300d\u300c\u9032\u884c\u4e2d\u300d\u306f mode \u3092 open_cases \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8cea\u554f\u3011{question}\n```\n\n**\u547c\u3073\u51fa\u30572\uff08citations \u3092\u6709\u52b9\u306b\u3057\u305f\u6587\u66f8\u3067\u6e21\u3059\uff09**\n\n```\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u306e\u7269\u4ef6\u62c5\u5f53\u8005\u306e\u88dc\u52a9\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u8a18\u9332\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u3001\u3053\u306e\u90e8\u5c4b\uff08\u307e\u305f\u306f\u5171\u7528\u90e8\uff09\u306e\u7d4c\u7def\u3092\u307e\u3068\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304f\u3053\u3068\u3011\n1. \u6848\u4ef6\u3054\u3068\u306b\u3001\u53d7\u4ed8\u304b\u3089\u73fe\u5728\u307e\u3067\u306e\u7d4c\u7def\u3092\u65e5\u4ed8\u306e\u9806\u306b\u66f8\u304f\n2. \u5404\u6848\u4ef6\u3067\u6b8b\u3063\u3066\u3044\u308b\u4e8b\u9805\uff08\u5b8c\u4e86\u5831\u544a\u304c\u7121\u3044\u3001\u5b8c\u4e86\u5f8c\u306b\u518d\u9023\u7d61\u304c\u3042\u308b\u3001\n   \u898b\u7a4d\u306e\u627f\u8a8d\u304c\u7121\u3044\uff09\u3092\u66f8\u304f\n3. \u5225\u306e\u6848\u4ef6\u3067\u540c\u3058\u8a2d\u5099\u30fb\u540c\u3058\u75c7\u72b6\u304c\u51fa\u3066\u3044\u308c\u3070\u3001\u304f\u308a\u8fd4\u3057\u3068\u3057\u3066\u66f8\u304f\n4. \u8a18\u9332\u3069\u3046\u3057\u3067\u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u4e21\u65b9\u3092\u305d\u306e\u307e\u307e\u66f8\u304f\n5. \u8cea\u554f\u306b\u5bfe\u3057\u3066\u8a18\u9332\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u90e8\u5206\u306f\u300c\u8a18\u9332\u306a\u3057\u300d\u3068\u66f8\u304f\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6e21\u3055\u308c\u305f\u8a18\u9332\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8a18\u9332\u304c\u7121\u3044\u51fa\u6765\u4e8b\u3092\u300c\u304a\u305d\u3089\u304f\u300d\u300c\u3068\u601d\u308f\u308c\u308b\u300d\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5b8c\u4e86\u5831\u544a\u304c\u7121\u3044\u6848\u4ef6\u3092\u3001\u5b8c\u4e86\u3057\u305f\u3082\u306e\u3068\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8cbb\u7528\u3092\u8ab0\u304c\u8ca0\u62c5\u3059\u308b\u304b\u3001\u5165\u5c45\u8005\u306e\u904e\u5931\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4fdd\u8a3c\u306e\u671f\u9593\u3084\u6b8b\u308a\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306e title \u306b\u300c\u524d\u306e\u5951\u7d04\u300d\u3068\u3042\u308b\u3082\u306e\u306f\u3001\u7d4c\u7def\u306e\u4e8b\u5b9f\u3060\u3051\u3092\u66f8\u304d\u3001\n  \u5165\u5c45\u8005\u306e\u767a\u8a00\u3084\u82e6\u60c5\u306e\u5185\u5bb9\u3092\u5f15\u7528\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5834\u9762\u3011{scene}\n\u3010\u8cea\u554f\u3011{question}\n\u3010\u8a18\u9332\u3011\uff08\u6848\u4ef6\u3054\u3068\u306b document \u30d6\u30ed\u30c3\u30af\u3067\u6e21\u3059\uff09\n```\n\n**\u300c\u5b8c\u4e86\u5831\u544a\u304c\u7121\u3044\u6848\u4ef6\u3092\u5b8c\u4e86\u3068\u66f8\u304b\u306a\u3044\u300d\u3092\u5225\u306b\u66f8\u304f\u306e\u306f\u3001\u300c\u63a8\u6e2c\u3057\u306a\u3044\u300d\u3060\u3051\u3067\u306f\u624b\u914d\u306e\u8a18\u9332\u306e\u300c\u4ea4\u63db\u4e88\u5b9a\u300d\u3092\u300c\u4ea4\u63db\u3057\u305f\u300d\u3068\u8aad\u3080\u304b\u3089\u3067\u3059\u3002**\n\n**\u547c\u3073\u51fa\u3057\u30922\u56de\u306b\u5206\u3051\u308b\u306e\u306f\u3001\u4ed5\u69d8\u306e\u5236\u7d04\u3067\u3082\u3042\u308a\u307e\u3059\u3002** \u6587\u66f8\u306b citations \u3092\u6709\u52b9\u306b\u3057\u305f\u3046\u3048\u3067 `output_config.format` \u3092\u4ed8\u3051\u308b\u3068\u3001**400\u306e\u30a8\u30e9\u30fc\u304c\u8fd4\u308a\u307e\u3059\u3002**","output_data":"**\u547c\u3073\u51fa\u30571\u306f\u3001structured outputs \u3067\u6b21\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u30b9\u30ad\u30fc\u30de\u306f `output_config.format` \u306b `json_schema` \u3068\u3057\u3066\u6e21\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"property_hint\": \"\u99c5\u524d\u306e\u30b3\u30fc\u30dd\",\n  \"unit_no\": \"302\",\n  \"equipment\": \"\u7d66\u6e6f\u5668\",\n  \"symptom\": \"\u304a\u6e6f\u304c\u306c\u308b\u3044\",\n  \"date_from\": null,\n  \"date_to\": null,\n  \"mode\": \"timeline\"\n}\n```\n\n**\u547c\u3073\u51fa\u30572\u306f\u3001\u8a18\u9332\u30921\u4ef6\u305a\u3064 plain text \u306e\u6587\u66f8\u3068\u3057\u3066\u6e21\u3057\u307e\u3059\u3002** citations \u306f\u8981\u6c42\u306e\u4e2d\u306e\u5168\u6587\u66f8\u3067\u6709\u52b9\u306b\u3059\u308b\u304b\u3001\u5168\u6587\u66f8\u3067\u7121\u52b9\u306b\u3059\u308b\u304b\u306e\u3069\u3061\u3089\u304b\u3067\u3059\u3002`title` \u306b `event_id` \u3068\u65e5\u4ed8\u3092\u3001`context` \u306b `case_id` \u3068 `scope` \u3092\u5165\u308c\u307e\u3059\u3002**`title` \u3068 `context` \u306f\u30e2\u30c7\u30eb\u306b\u6e21\u308b\u304c\u3001\u5f15\u7528\u306e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u305b\u3093\u3002** \u56de\u7b54\u306f\u6587\u3068\u5f15\u7528\uff08`cited_text`\uff09\u306e\u7d44\u3067\u8fd4\u308a\u3001n8n \u304c\u6b21\u306e\u5f62\u306b\u7d44\u307f\u76f4\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"scene\": \"phone\",\n  \"property_id\": \"P-0148\",\n  \"unit_no\": \"302\",\n  \"cases\": [\n    {\n      \"case_id\": \"R-2025-03112\",\n      \"summary\": [\n        { \"text\": \"2025\u5e7412\u6708\u3001\u5165\u5c45\u8005\u304b\u3089\u6e6f\u6e29\u304c\u4e0a\u304c\u3089\u306a\u3044\u3068\u306e\u9023\u7d61\u304c\u3042\u308a\u3001\u5354\u529b\u696d\u8005\u304c\u70b9\u691c\u3057\u305f\u3002\",\n          \"evidence\": [ { \"event_id\": \"E-88121\", \"cited_text\": \"\" } ] }\n      ],\n      \"open_items\": [ \"\u5b8c\u4e86\u5831\u544a\u306e\u8a18\u9332\u306a\u3057\" ],\n      \"has_prior_tenancy\": false\n    }\n  ],\n  \"repeat_pattern\": \"\",\n  \"not_found\": [ \"\u7d66\u6e6f\u5668\u306e\u8a2d\u7f6e\u65e5\" ]\n}\n```\n\n**JSON\u306b\u7d44\u307f\u76f4\u3059\u7406\u7531\u306f3\u3064\u3067\u3059\u3002** **`evidence` \u3092\u6587\u3054\u3068\u306b\u6301\u3066\u308b**\u306e\u3067\u3001\u62c5\u5f53\u8005\u306f\u6c17\u306b\u306a\u308b\u6587\u306e\u6839\u62e0\u3060\u3051\u3092\u958b\u3051\u307e\u3059\u3002**`open_items` \u3068 `not_found` \u3092\u72ec\u7acb\u3057\u305f\u6b04\u306b\u3067\u304d\u308b**\u306e\u3067\u3001\u300c\u8a18\u9332\u304c\u7121\u3044\u300d\u304c\u7d4c\u7def\u306e\u6587\u306b\u57cb\u3082\u308c\u307e\u305b\u3093\u3002**`has_prior_tenancy`** \u3067\u3001\u524d\u306e\u5951\u7d04\u306e\u8a18\u9332\u3092\u542b\u3080\u6848\u4ef6\u306b\u8272\u3092\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u65e5\u6b21\u306e\u66f8\u304d\u51fa\u3057\u3068\u3001\u7269\u4ef6\u30de\u30b9\u30bf\u30fb\u5951\u7d04\u306e\u53c2\u7167 | \u5bfe\u5fdc\u5c65\u6b74\u3092\u53d6\u308a\u8fbc\u307f\u3001\u7269\u4ef6\u30b3\u30fc\u30c9\u3068\u3044\u307e\u306e\u5951\u7d04\u3092\u5f15\u304f |\n| \u4fdd\u7ba1\u30d5\u30a9\u30eb\u30c0\uff0f\u5171\u6709\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9 | n8n \u306e\u30d5\u30a1\u30a4\u30eb\u30fb\u30e1\u30fc\u30eb\u53d6\u5f97 | \u524d\u65e5\u5206\u306e\u5b8c\u4e86\u5831\u544a\u3068\u4fee\u7e55\u306e\u30e1\u30fc\u30eb\u3092\u53d6\u308a\u8fbc\u3080 |\n| Amazon OpenSearch Service | REST \u306e\u554f\u3044\u5408\u308f\u305b | \u53d6\u308a\u8fbc\u307f\uff08`_bulk`\uff09\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3001\u6848\u4ef6\u306e\u8a18\u9332\u306e\u53d6\u5f97 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u6761\u4ef6\u306e\u53d6\u308a\u51fa\u3057\uff08structured outputs\uff09\u3068\u3001\u7d4c\u7def\uff08citations\uff09 |\n| Teams | n8n \u304b\u3089\u306e\u6295\u7a3f | \u8cea\u554f\u306e\u53d7\u3051\u4ed8\u3051\u3068\u3001\u7d4c\u7def\u306e\u8868\u793a |\n\n\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u306e\u8981\u6c42\u306f\u6b21\u306e\u5f62\u3067\u3059\u3002\n\n```json\n{\n  \"size\": 5,\n  \"query\": {\n    \"hybrid\": {\n      \"queries\": [\n        { \"multi_match\": { \"query\": \"\u7d66\u6e6f\u5668 \u304a\u6e6f\u304c\u306c\u308b\u3044\", \"fields\": [\"body_text\", \"model_no\"] } },\n        { \"neural\": { \"body_embedding\": { \"query_text\": \"\u304a\u6e6f\u304c\u306c\u308b\u3044\", \"model_id\": \"<\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u306eID>\", \"k\": 50 } } }\n      ],\n      \"filter\": { \"bool\": { \"filter\": [\n        { \"term\": { \"property_id\": \"P-0148\" } },\n        { \"terms\": { \"unit_no\": [\"302\", \"COMMON\"] } }\n      ] } }\n    }\n  },\n  \"collapse\": { \"field\": \"case_id\" }\n}\n```\n\n**`filter` \u306f1\u3064\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u5f62\u3067\u66f8\u304f\u6c7a\u307e\u308a\u306a\u306e\u3067\u3001** \u5834\u9762\u306e\u6761\u4ef6\uff08`scope` \u3068 `tenancy_id`\uff09\u3082\u540c\u3058 `bool` \u306b\u8db3\u3057\u307e\u3059\u3002\u4e0b\u4f4d\u306e\u691c\u7d22\u306f\u6700\u59275\u3064\u307e\u3067\u3067\u3059\u3002\n\n**`timeline` \u306e\u3068\u304d\u306f `sort` \u306b `event_date` \u306e\u65b0\u3057\u3044\u9806\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002** \u4e26\u3079\u66ff\u3048\u3092\u6307\u5b9a\u3059\u308b\u3068**\u6587\u66f8\u306e\u30b9\u30b3\u30a2\u306f `null` \u306b\u306a\u308b**\u305f\u3081\u3001\u300c\u524d\u56de\u306f\u4f55\u3092\u3057\u305f\u304b\u300d\u306b\u9650\u3063\u3066\u4f7f\u3044\u307e\u3059\u3002**collapse \u3068\u4f75\u7528\u3057\u305f\u96c6\u8a08\u306f\u3001\u307e\u3068\u3081\u308b\u524d\u306e\u7d50\u679c\u306b\u5bfe\u3057\u3066\u52d5\u304d\u307e\u3059\u3002** \u6848\u4ef6\u306e\u6570\u306f2\u56de\u76ee\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u6570\u3048\u307e\u3059\u3002\n\n**\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5bfe\u5fdc\u5c65\u6b74\u306e\u8ffd\u8a18\u306f\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\u3002","human_review":"**\u7d4c\u7def\u306f\u3001\u62c5\u5f53\u8005\u304c\u6839\u62e0\u3092\u958b\u3044\u3066\u304b\u3089\u4f7f\u3044\u307e\u3059\u3002** \u5165\u5c45\u8005\u3084\u30aa\u30fc\u30ca\u30fc\u3078\u76f4\u63a5\u9001\u308b\u7d4c\u8def\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n1. **`open_items` \u3068 `not_found` \u3092\u5148\u306b\u8aad\u3080** \u2026 \u300c\u5b8c\u4e86\u5831\u544a\u306e\u8a18\u9332\u306a\u3057\u300d\u306f\u3001**\u4f5c\u696d\u304c\u7d42\u308f\u3063\u3066\u3044\u306a\u3044\u306e\u304b\u3001\u5831\u544a\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u306a\u3044\u306e\u304b**\u3092\u898b\u5206\u3051\u307e\u3059\n2. **\u8aac\u660e\u306b\u4f7f\u3046\u6587\u306e\u6839\u62e0\u3092\u958b\u304f** \u2026 `evidence` \u306e\u30ea\u30f3\u30af\u304b\u3089\u5143\u306e\u8a18\u9332\u3092\u958b\u304d\u307e\u3059\n3. **\u524d\u306e\u5951\u7d04\u306e\u5370\u3092\u78ba\u304b\u3081\u308b** \u2026 `has_prior_tenancy` \u306e\u6848\u4ef6\u306f\u3001**\u5165\u5c45\u8005\u306e\u767a\u8a00\u3092\u5916\u90e8\u3078\u4f1d\u3048\u307e\u305b\u3093**\n4. **\u9055\u3063\u3066\u3044\u305f\u3089\u5370\u3092\u4ed8\u3051\u308b** \u2026 \u6839\u62e0\u306e\u8aa4\u308a\u3084\u7d50\u3073\u4ed8\u3051\u306e\u8aa4\u308a\u3092\u3001\u7a93\u53e3\u306e\u30dc\u30bf\u30f3\u3067\u8fd4\u3057\u307e\u3059\n\n**1\u756a\u76ee\u3092\u5148\u306b\u3059\u308b\u306e\u306f\u3001\u300c\u8a18\u9332\u304c\u7121\u3044\u300d\u304c\u6700\u3082\u8aa4\u89e3\u3055\u308c\u3084\u3059\u3044\u304b\u3089\u3067\u3059\u3002** \u300c\u4f55\u3082\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u4f1d\u3048\u305f\u3089\u3001\u5b9f\u306f\u5354\u529b\u696d\u8005\u304c\u4f5c\u696d\u3092\u7d42\u3048\u3066\u3044\u305f\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u8d77\u304d\u307e\u3059\u3002**\u96fb\u8a71\u5bfe\u5fdc\u4e2d\u306f\u3001\u305d\u306e\u5834\u3067\u4f1d\u3048\u308b\u306e\u3092\u65e5\u4ed8\u3068\u4f5c\u696d\u306e\u6709\u7121\u307e\u3067\u306b\u3057\u3001\u8a73\u3057\u3044\u5185\u5bb9\u306f\u6298\u308a\u8fd4\u3059**\u904b\u7528\u306b\u3057\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7269\u4ef6\u304c\u7279\u5b9a\u3067\u304d\u306a\u3044 | \u7269\u4ef6\u30de\u30b9\u30bf\u3067\u8907\u6570\u306b\u5f53\u305f\u3063\u305f\u3089\u5019\u88dc\u3092\u8fd4\u3057\u3066\u9078\u3070\u305b\u308b\u30020\u4ef6\u306a\u3089\u300c\u7269\u4ef6\u540d\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u8fd4\u3059 |\n| \u90e8\u5c4b\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u7269\u4ef6\u5168\u4f53\u3067\u63a2\u3057\u3001\u90e8\u5c4b\u3054\u3068\u306e\u4ef6\u6570\u3092\u8fd4\u3059\u3002**\u7d4c\u7def\u306f\u66f8\u304b\u306a\u3044** |\n| \u6539\u88c5\u3067\u90e8\u5c4b\u756a\u53f7\u304c\u5909\u308f\u3063\u3066\u3044\u308b | \u65e7\u756a\u53f7\u306e\u5bfe\u5fdc\u8868\u3067\u65b0\u756a\u53f7\u306b\u5bc4\u305b\u3066\u63a2\u3059\u3002\u7b54\u3048\u306b\u65e7\u756a\u53f7\u306e\u8a18\u9332\u3067\u3042\u308b\u3053\u3068\u3092\u66f8\u304f |\n| \u691c\u7d22\u3067\u6848\u4ef6\u304c1\u4ef6\u3082\u51fa\u306a\u3044 | \u300c\u8a18\u9332\u306a\u3057\u300d\u3068\u8fd4\u3059\u3002**\u751f\u6210AI\u3092\u547c\u3070\u306a\u3044** |\n| \u5b8c\u4e86\u5831\u544a\u306e\u672c\u6587\u304c\u7a7a | \u6587\u5b57\u306e\u7121\u3044\u30b9\u30ad\u30e3\u30f3\u306ePDF\u3002`source_url` \u3060\u3051\u3092\u793a\u3057\u3001\u958b\u3044\u3066\u8aad\u3080\u3088\u3046\u4fc3\u3059 |\n| \u6848\u4ef6\u306b\u7d50\u3073\u4ed8\u304b\u306a\u3044\u8a18\u9332\u304c\u4e0a\u4f4d\u306b\u51fa\u308b | `unlinked` \u306e\u5370\u3092\u4ed8\u3051\u3066\u5225\u306e\u67a0\u306b\u51fa\u3059 |\n| \u8a18\u9332\u3069\u3046\u3057\u304c\u98df\u3044\u9055\u3046 | \u4e21\u65b9\u3092\u4e26\u3079\u3066\u51fa\u3059\u3002**\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u306f\u5224\u5b9a\u3057\u306a\u3044** |\n| \u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u8a00\u8449\u306e\u691c\u7d22\u3060\u3051\u3067\u63a2\u3057\u3001\u305d\u306e\u3053\u3068\u3092\u7b54\u3048\u306b\u66f8\u304f |\n| \u53d6\u308a\u8fbc\u307f\u304c\u591c\u9593\u306b\u5931\u6557\u3057\u305f | \u7fcc\u6669\u306b\u56de\u3059\u3002**\u7b54\u3048\u306b\u6700\u7d42\u53d6\u308a\u8fbc\u307f\u65e5\u6642\u3092\u51fa\u3059** |\n\n**4\u884c\u76ee\u3067\u751f\u6210AI\u3092\u547c\u3070\u306a\u3044\u306e\u306f\u3001\u547c\u3076\u3068\u4e00\u822c\u7684\u306a\u4e0d\u5177\u5408\u306e\u8aac\u660e\u3092\u66f8\u304d\u59cb\u3081\u308b\u304b\u3089\u3067\u3059\u3002** 0\u4ef6\u306e\u7b54\u3048\u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5074\u3067\u6c7a\u3081\u307e\u3059\u3002","log_storage":"- \u8cea\u554f\u306e\u6587\u3068\u5834\u9762\u3001\u62c5\u5f53\u8005\u3001\u65e5\u6642\n- \u547c\u3073\u51fa\u30571\u304c\u8fd4\u3057\u305f\u6761\u4ef6\u306eJSON\u3068\u3001\u7269\u4ef6\u30de\u30b9\u30bf\u3067\u78ba\u5b9a\u3057\u305f\u7269\u4ef6\u30b3\u30fc\u30c9\n- **OpenSearch \u306b\u9001\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u306e\u5168\u6587**\uff08`filter` \u306e\u4e2d\u8eab\u3092\u542b\u3080\uff09\n- \u8fd4\u3063\u305f\u6848\u4ef6\u306e\u756a\u53f7\u3068\u30012\u56de\u76ee\u3067\u53d6\u308a\u51fa\u3057\u305f\u8a18\u9332\u306e\u756a\u53f7\u306e\u4e00\u89a7\n- \u547c\u3073\u51fa\u30572\u306e\u56de\u7b54\u3068\u5f15\u7528\uff08\u6587\u3054\u3068\u306e `event_id` \u3068 `cited_text`\uff09\n- **\u62c5\u5f53\u8005\u304c\u4ed8\u3051\u305f\u5370**\uff08\u6839\u62e0\u304c\u95a2\u4fc2\u306a\u304b\u3063\u305f\u3001\u7d50\u3073\u4ed8\u3051\u304c\u9055\u3063\u3066\u3044\u305f\uff09\n- **\u8a18\u9332\u304c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u8cea\u554f\u306e\u4e00\u89a7**\n\n**3\u3064\u76ee\u3067 `filter` \u306e\u4e2d\u8eab\u3092\u6b8b\u3059\u306e\u306f\u3001\u898b\u305b\u3066\u3088\u3044\u7bc4\u56f2\u3092\u5f8c\u304b\u3089\u78ba\u304b\u3081\u308b\u305f\u3081\u3067\u3059\u3002** \u524d\u306e\u5165\u5c45\u8005\u306e\u8a18\u9332\u304c\u51fa\u305f\u3068\u3044\u3046\u7533\u3057\u51fa\u304c\u3042\u3063\u305f\u3068\u304d\u3001**\u539f\u56e0\u304c\u7bc4\u56f2\u306e\u7d44\u307f\u65b9\u304b\u53d6\u308a\u8fbc\u307f\u306e\u8aa4\u308a\u304b\u3092\u5207\u308a\u5206\u3051\u3089\u308c\u307e\u3059\u3002** \u6700\u5f8c\u306e\u4e00\u89a7\u306f\u3001**\u8a18\u9332\u3059\u308b\u7fd2\u6163\u304c\u7121\u3044\u51fa\u6765\u4e8b**\u3092\u898b\u3064\u3051\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":12,"assumption_frequency":600,"assumption_workdays":20,"volume_month":600,"before_minutes_per_case":12,"after_minutes_per_case":4,"hourly_cost":3000,"before_hours_month":120,"after_hours_month":40,"saved_hours_month":80,"reduction_rate":67,"saved_hours_year":960,"annual_cost_effect":2880000,"summary":"\u7ba1\u7406\u7269\u4ef6\u306e\u90e8\u5c4b\u3054\u3068\u306b\u3001\u904e\u53bb\u306e\u4fee\u7e55\u30fb\u8a2d\u5099\u4ea4\u63db\u30fb\u5165\u5c45\u8005\u5bfe\u5fdc\u306e\u8a18\u9332\u3092\u63a2\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u62c5\u5f53\u8005\u306e\u4ea4\u4ee3\u6642\u3084\u5165\u5c45\u8005\u304b\u3089\u9023\u7d61\u304c\u6765\u305f\u3068\u304d\u306b\u3001\u300c\u3044\u3064\u3001\u4f55\u304c\u8d77\u304d\u3001\u8ab0\u304c\u4f55\u3092\u3057\u3066\u3001\u4f55\u304c\u6b8b\u3063\u3066\u3044\u308b\u304b\u300d\u3092\u6839\u62e0\u306e\u8a18\u9332\u4ed8\u304d\u3067\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u5165\u5c45\u8005\u3084\u30aa\u30fc\u30ca\u30fc\u304b\u3089\u306e\u9023\u7d61\u3001\u307e\u305f\u306f\u5f15\u304d\u7d99\u304e\u3067\u3001\u3042\u308b\u90e8\u5c4b\u306e\u904e\u53bb\u306e\u7d4c\u7def\u3092\u77e5\u308b\u5fc5\u8981\u304c\u751f\u3058\u308b\n2. \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u7269\u4ef6\u3068\u90e8\u5c4b\u3092\u958b\u304d\u3001\u5bfe\u5fdc\u5c65\u6b74\u3092\u65b0\u3057\u3044\u9806\u306b\u3055\u304b\u306e\u307c\u308b\n3. \u30e1\u30e2\u306b\u5354\u529b\u696d\u8005\u306e\u540d\u524d\u3084\u300c\u5b8c\u4e86\u300d\u3068\u3042\u308c\u3070\u3001\u4fdd\u7ba1\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u3044\u3066\u8a72\u5f53\u3057\u305d\u3046\u306a\u6708\u306e\u5b8c\u4e86\u5831\u544a\u3092\u63a2\u3059\n4. \u898b\u7a4d\u3084\u30aa\u30fc\u30ca\u30fc\u306e\u627f\u8a8d\u304c\u7d61\u3080\u3082\u306e\u306f\u3001\u524d\u4efb\u8005\u306e\u30e1\u30fc\u30eb\u3092\u691c\u7d22\u3059\u308b\u3002\u524d\u4efb\u8005\u304c\u9000\u8077\u3057\u3066\u3044\u308c\u3070\u5171\u6709\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u3092\u63a2\u3059\n5. \u898b\u3064\u304b\u3063\u305f\u8a18\u9332\u3092\u4e26\u3079\u3001\u540c\u3058\u51fa\u6765\u4e8b\u306e\u8a18\u9332\u304b\u3001\u5225\u306e\u51fa\u6765\u4e8b\u304b\u3092\u8aad\u307f\u5206\u3051\u308b\n6. \u7d4c\u7def\u3092\u30e1\u30e2\u306b\u307e\u3068\u3081\u3001\u5165\u5c45\u8005\u3084\u30aa\u30fc\u30ca\u30fc\u3078\u306e\u8aac\u660e\u3001\u307e\u305f\u306f\u624b\u914d\u306e\u5224\u65ad\u306b\u4f7f\u3046\n\n**\uff08a\uff09\u62c5\u5f53\u304c\u66ff\u308f\u308b\u3068\u3001\u7d4c\u7def\u3092\u77e5\u308b\u4eba\u304c\u3044\u306a\u304f\u306a\u308b\u3002** \u5bfe\u5fdc\u5c65\u6b74\u306e\u30e1\u30e2\u306f\u300c\u7d66\u6e6f\u5668 \u696d\u8005\u624b\u914d\u300d\u306e\u3088\u3046\u306b\u77ed\u304f\u3001**\u524d\u4efb\u8005\u306e\u982d\u306e\u4e2d\u306b\u3042\u3063\u305f\u300c\u306a\u305c\u305d\u3046\u3057\u305f\u304b\u300d\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u305b\u3093\u3002** \u524d\u4efb\u8005\u304c\u793e\u5185\u306b\u3044\u308c\u3070\u805e\u3051\u307e\u3059\u304c\u3001\u9000\u8077\u3057\u3066\u3044\u308c\u3070\u8a18\u9332\u3092\u8aad\u307f\u89e3\u304f\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\uff08b\uff09\u8a00\u8449\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u63a2\u3057\u3066\u3082\u898b\u3064\u304b\u3089\u306a\u3044\u3002** \u540c\u3058\u51fa\u6765\u4e8b\u304c\u3001\u5bfe\u5fdc\u5c65\u6b74\u3067\u306f\u300c\u304a\u6e6f\u304c\u51fa\u306a\u3044\u300d\u3001\u5b8c\u4e86\u5831\u544a\u3067\u306f\u300c\u7d66\u6e6f\u5668\u30a8\u30e9\u30fc 888\u300d\u3001\u30aa\u30fc\u30ca\u30fc\u5b9b\u3066\u306e\u30e1\u30fc\u30eb\u3067\u306f\u300c\u30dc\u30a4\u30e9\u30fc\u4ea4\u63db\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u300c\u7d66\u6e6f\u5668\u300d\u3067\u691c\u7d22\u3059\u308b\u3068\u3001\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u30e1\u30fc\u30eb\u304c\u51fa\u3066\u304d\u307e\u305b\u3093\u3002** \u578b\u756a\u3067\u63a2\u305b\u3070\u5b8c\u4e86\u5831\u544a\u306f\u51fa\u307e\u3059\u304c\u3001\u5165\u5c45\u8005\u306e\u8a00\u8449\u3067\u306f\u51fa\u3066\u304d\u307e\u305b\u3093\u3002\n\n**\uff08c\uff09\u300c\u524d\u306b\u3082\u8a00\u3063\u305f\u300d\u306b\u3001\u305d\u306e\u5834\u3067\u7b54\u3048\u3089\u308c\u306a\u3044\u3002** \u5165\u5c45\u8005\u304b\u3089\u306e\u96fb\u8a71\u306e\u6700\u4e2d\u306b3\u304b\u6240\u3092\u63a2\u3059\u6642\u9593\u306f\u306a\u304f\u3001**\u300c\u78ba\u8a8d\u3057\u3066\u6298\u308a\u8fd4\u3057\u307e\u3059\u300d\u3068\u7b54\u3048\u308b\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002** \u540c\u3058\u4e0d\u5177\u5408\u306e2\u56de\u76ee\u306e\u9023\u7d61\u306f\u3001\u5165\u5c45\u8005\u306e\u5074\u3067\u306f\u3059\u3067\u306b\u4e0d\u6e80\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\uff08d\uff09\u540c\u3058\u90e8\u5c4b\u756a\u53f7\u306b\u3001\u524d\u306e\u5165\u5c45\u8005\u306e\u8a18\u9332\u304c\u6df7\u3056\u308b\u3002** \u3055\u304b\u306e\u307c\u308b\u3068\u524d\u306e\u5165\u5c45\u8005\u306e\u82e6\u60c5\u3082\u4e26\u3073\u3001**\u96fb\u8a71\u306e\u6700\u4e2d\u306b\u8aad\u307f\u4e0a\u3052\u3066\u3057\u307e\u3046\u5371\u967a\u304c\u3042\u308a\u307e\u3059\u3002**","before_flow_steps":["\u5165\u5c45\u8005\u3084\u30aa\u30fc\u30ca\u30fc\u304b\u3089\u306e\u9023\u7d61\u3001\u307e\u305f\u306f\u5f15\u304d\u7d99\u304e\u3067\u3001\u3042\u308b\u90e8\u5c4b\u306e\u904e\u53bb\u306e\u7d4c\u7def\u3092\u77e5\u308b\u5fc5\u8981\u304c\u751f\u3058\u308b","\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u7269\u4ef6\u3068\u90e8\u5c4b\u3092\u958b\u304d\u3001\u5bfe\u5fdc\u5c65\u6b74\u3092\u65b0\u3057\u3044\u9806\u306b\u3055\u304b\u306e\u307c\u308b","\u30e1\u30e2\u306b\u5354\u529b\u696d\u8005\u306e\u540d\u524d\u3084\u300c\u5b8c\u4e86\u300d\u3068\u3042\u308c\u3070\u3001\u4fdd\u7ba1\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u3044\u3066\u8a72\u5f53\u3057\u305d\u3046\u306a\u6708\u306e\u5b8c\u4e86\u5831\u544a\u3092\u63a2\u3059","\u898b\u7a4d\u3084\u30aa\u30fc\u30ca\u30fc\u306e\u627f\u8a8d\u304c\u7d61\u3080\u3082\u306e\u306f\u3001\u524d\u4efb\u8005\u306e\u30e1\u30fc\u30eb\u3092\u691c\u7d22\u3059\u308b\u3002\u524d\u4efb\u8005\u304c\u9000\u8077\u3057\u3066\u3044\u308c\u3070\u5171\u6709\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u3092\u63a2\u3059","\u898b\u3064\u304b\u3063\u305f\u8a18\u9332\u3092\u4e26\u3079\u3001\u540c\u3058\u51fa\u6765\u4e8b\u306e\u8a18\u9332\u304b\u3001\u5225\u306e\u51fa\u6765\u4e8b\u304b\u3092\u8aad\u307f\u5206\u3051\u308b","\u7d4c\u7def\u3092\u30e1\u30e2\u306b\u307e\u3068\u3081\u3001\u5165\u5c45\u8005\u3084\u30aa\u30fc\u30ca\u30fc\u3078\u306e\u8aac\u660e\u3001\u307e\u305f\u306f\u624b\u914d\u306e\u5224\u65ad\u306b\u4f7f\u3046"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u6bce\u6669\u3001\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5bfe\u5fdc\u5c65\u6b74\u3001\u5b8c\u4e86\u5831\u544a\u306e\u672c\u6587\u3001\u5171\u6709\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306e\u4fee\u7e55\u95a2\u4fc2\u306e\u30e1\u30fc\u30eb\u3092\u53d6\u308a\u8fbc\u307f\u30011\u4ef6\u305a\u3064\u306e\u8a18\u9332\u3068\u3057\u3066\u691c\u7d22\u57fa\u76e4\u306b\u5165\u308c\u308b\n2. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001Teams \u306e\u691c\u7d22\u306e\u7a93\u53e3\u306b\u8cea\u554f\u3092\u66f8\u304f\uff08\u300c\u25cb\u25cb\u30de\u30f3\u30b7\u30e7\u30f3302\u306e\u7d66\u6e6f\u5668\u3001\u524d\u56de\u306f\u4f55\u3092\u3057\u305f\uff1f\u300d\uff09\u3002\u5834\u9762\uff08\u96fb\u8a71\u5bfe\u5fdc\u4e2d\uff0f\u5f15\u304d\u7d99\u304e\uff0f\u9000\u53bb\u524d\u78ba\u8a8d\uff09\u3092\u9078\u3076\n3. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u8cea\u554f\u304b\u3089\u7269\u4ef6\u306e\u624b\u304c\u304b\u308a\u3001\u90e8\u5c4b\u3001\u8a2d\u5099\u3001\u75c7\u72b6\u3001\u671f\u9593\u3001\u63a2\u3057\u65b9\u3092JSON\u3067\u53d6\u308a\u51fa\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u7269\u4ef6\u306e\u624b\u304c\u304b\u308a\u3092\u7269\u4ef6\u30de\u30b9\u30bf\u3067\u5f15\u304d\u3001\u7269\u4ef6\u30b3\u30fc\u30c9\u3092\u78ba\u5b9a\u3059\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u691c\u7d22\u57fa\u76e4\u304c\u3001\u7269\u4ef6\u3068\u90e8\u5c4b\u3067\u7d5e\u3063\u305f\u3046\u3048\u3067\u3001\u8a00\u8449\u3068\u610f\u5473\u306e\u4e21\u65b9\u3067\u63a2\u3057\u3001\u6848\u4ef6\u3054\u3068\u306b1\u4ef6\u306b\u307e\u3068\u3081\u3066\u8fd4\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u4e0a\u4f4d\u306e\u6848\u4ef6\u306b\u3064\u3044\u3066\u3001\u305d\u306e\u6848\u4ef6\u306b\u4ed8\u304f\u8a18\u9332\u3092\u65e5\u4ed8\u306e\u9806\u306b\u3059\u3079\u3066\u53d6\u308a\u51fa\u3059\n7. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u53d6\u308a\u51fa\u3057\u305f\u8a18\u9332\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u3001\u6848\u4ef6\u3054\u3068\u306e\u7d4c\u7def\u3068\u3001\u6b8b\u3063\u3066\u3044\u308b\u4e8b\u9805\u3092\u66f8\u304f\u3002\u6587\u3054\u3068\u306b\u6839\u62e0\u306e\u8a18\u9332\u304c\u4ed8\u304f\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u6839\u62e0\u306e\u8a18\u9332\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\u5165\u5c45\u8005\u3084\u30aa\u30fc\u30ca\u30fc\u3078\u306e\u8aac\u660e\u3001\u307e\u305f\u306f\u624b\u914d\u306e\u5224\u65ad\u306b\u4f7f\u3046\n\n**2\u756a\u76ee\u3067\u5834\u9762\u3092\u9078\u3070\u305b\u308b\u306e\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u96fb\u8a71\u5bfe\u5fdc\u4e2d\u306a\u3089\u3001\u5165\u5c45\u8005\u306b\u4ed8\u304f\u8a18\u9332\u306f**\u3044\u307e\u306e\u5951\u7d04\u306e\u3082\u306e\u3060\u3051**\u3092\u8fd4\u3057\u307e\u3059\u3002\u5f15\u304d\u7d99\u304e\u306a\u3089\u524d\u306e\u5165\u5c45\u8005\u306e\u8a18\u9332\u3082\u8fd4\u3057\u307e\u3059\u304c\u3001\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002**\u540c\u3058\u90e8\u5c4b\u756a\u53f7\u3067\u3082\u3001\u8fd4\u3057\u3066\u3088\u3044\u8a18\u9332\u306e\u7bc4\u56f2\u304c\u5834\u9762\u3067\u5909\u308f\u308a\u307e\u3059\u3002**\n\n**\u63a2\u3059\u306e\u306f\u691c\u7d22\u57fa\u76e4\u3067\u3001\u751f\u6210AI\u306f\u6e21\u3055\u308c\u305f\u8a18\u9332\u3092\u8aad\u3093\u3067\u66f8\u304f\u3060\u3051\u3067\u3059\u3002** \u300c\u8a18\u9332\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3082\u3001\u7b54\u3048\u306e1\u3064\u3068\u3057\u3066\u8fd4\u3057\u307e\u3059\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u6bce\u6669\u3001\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5bfe\u5fdc\u5c65\u6b74\u3001\u5b8c\u4e86\u5831\u544a\u306e\u672c\u6587\u3001\u5171\u6709\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306e\u4fee\u7e55\u95a2\u4fc2\u306e\u30e1\u30fc\u30eb\u3092\u53d6\u308a\u8fbc\u307f\u30011\u4ef6\u305a\u3064\u306e\u8a18\u9332\u3068\u3057\u3066\u691c\u7d22\u57fa\u76e4\u306b\u5165\u308c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001Teams \u306e\u691c\u7d22\u306e\u7a93\u53e3\u306b\u8cea\u554f\u3092\u66f8\u304f\uff08\u300c\u25cb\u25cb\u30de\u30f3\u30b7\u30e7\u30f3302\u306e\u7d66\u6e6f\u5668\u3001\u524d\u56de\u306f\u4f55\u3092\u3057\u305f\uff1f\u300d\uff09\u3002\u5834\u9762\uff08\u96fb\u8a71\u5bfe\u5fdc\u4e2d\uff0f\u5f15\u304d\u7d99\u304e\uff0f\u9000\u53bb\u524d\u78ba\u8a8d\uff09\u3092\u9078\u3076","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u8cea\u554f\u304b\u3089\u7269\u4ef6\u306e\u624b\u304c\u304b\u308a\u3001\u90e8\u5c4b\u3001\u8a2d\u5099\u3001\u75c7\u72b6\u3001\u671f\u9593\u3001\u63a2\u3057\u65b9\u3092JSON\u3067\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u7269\u4ef6\u306e\u624b\u304c\u304b\u308a\u3092\u7269\u4ef6\u30de\u30b9\u30bf\u3067\u5f15\u304d\u3001\u7269\u4ef6\u30b3\u30fc\u30c9\u3092\u78ba\u5b9a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u691c\u7d22\u57fa\u76e4\u304c\u3001\u7269\u4ef6\u3068\u90e8\u5c4b\u3067\u7d5e\u3063\u305f\u3046\u3048\u3067\u3001\u8a00\u8449\u3068\u610f\u5473\u306e\u4e21\u65b9\u3067\u63a2\u3057\u3001\u6848\u4ef6\u3054\u3068\u306b1\u4ef6\u306b\u307e\u3068\u3081\u3066\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u4e0a\u4f4d\u306e\u6848\u4ef6\u306b\u3064\u3044\u3066\u3001\u305d\u306e\u6848\u4ef6\u306b\u4ed8\u304f\u8a18\u9332\u3092\u65e5\u4ed8\u306e\u9806\u306b\u3059\u3079\u3066\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u53d6\u308a\u51fa\u3057\u305f\u8a18\u9332\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u3001\u6848\u4ef6\u3054\u3068\u306e\u7d4c\u7def\u3068\u3001\u6b8b\u3063\u3066\u3044\u308b\u4e8b\u9805\u3092\u66f8\u304f\u3002\u6587\u3054\u3068\u306b\u6839\u62e0\u306e\u8a18\u9332\u304c\u4ed8\u304f","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u6839\u62e0\u306e\u8a18\u9332\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\u5165\u5c45\u8005\u3084\u30aa\u30fc\u30ca\u30fc\u3078\u306e\u8aac\u660e\u3001\u307e\u305f\u306f\u624b\u914d\u306e\u5224\u65ad\u306b\u4f7f\u3046"],"architecture":"```\n\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u5bfe\u5fdc\u5c65\u6b74\uff09\uff0f\u5b8c\u4e86\u5831\u544a\u306e\u4fdd\u7ba1\u30d5\u30a9\u30eb\u30c0\uff0f\u5171\u6709\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\n   \u2502\u3010\u53d6\u308a\u8fbc\u307f\u3011\u6bce\u66692\u6642\n   \u25bc\nn8n \u2500\u2500 1\u4ef6\u305a\u3064\u306e\u8a18\u9332\u306b\u5206\u3051\u3001\u7269\u4ef6\u30b3\u30fc\u30c9\u30fb\u90e8\u5c4b\u30fb\u6848\u4ef6\u756a\u53f7\u30fb\u7a2e\u985e\u30fb\u65e5\u4ed8\u3092\u4ed8\u3051\u308b\n   \u25bc\nAmazon OpenSearch Service\n   \u2502  \u53d6\u308a\u8fbc\u307f\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\uff08text_embedding\uff09\u3067\u672c\u6587\u306e\u57cb\u3081\u8fbc\u307f\u3092\u4f5c\u308b\n   \u2502\n   \u2502\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u62c5\u5f53\u8005\u304c Teams \u306e\u7a93\u53e3\u306b\u8cea\u554f\u3092\u66f8\u304f\n   \u25bc\nn8n \u2500\u2500 \u5834\u9762\uff08\u96fb\u8a71\u5bfe\u5fdc\u4e2d\uff0f\u5f15\u304d\u7d99\u304e\uff0f\u9000\u53bb\u524d\u78ba\u8a8d\uff09\u3068\u8cea\u554f\u3092\u53d7\u3051\u53d6\u308b\n   \u25bc\nClaude API\uff08\u547c\u3073\u51fa\u30571\uff09\u2500\u2500 \u691c\u7d22\u306e\u6761\u4ef6\u3092JSON\u3067\u53d6\u308a\u51fa\u3059\uff08structured outputs\uff09\n   \u25bc\nn8n \u2500\u2500 \u7269\u4ef6\u30de\u30b9\u30bf\u3067\u7269\u4ef6\u30b3\u30fc\u30c9\u3092\u78ba\u5b9a\u3001\u5834\u9762\u304b\u3089\u898b\u305b\u3066\u3088\u3044\u7bc4\u56f2\u3092\u6c7a\u3081\u308b\n   \u25bc\nAmazon OpenSearch Service\n   \u2502  \u2460 \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\uff1a\u7269\u4ef6\u30fb\u90e8\u5c4b\u30fb\u7bc4\u56f2\u3067\u7d5e\u308a\u3001\u6848\u4ef6\u756a\u53f7\u3067\u307e\u3068\u3081\u308b\uff08collapse\uff09\n   \u2502  \u2461 \u4e0a\u4f4d\u306e\u6848\u4ef6\u306e\u8a18\u9332\u3092\u65e5\u4ed8\u306e\u9806\u306b\u3059\u3079\u3066\u53d6\u308b\n   \u25bc\nClaude API\uff08\u547c\u3073\u51fa\u30572\uff09\u2500\u2500 \u8a18\u9332\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u305f\u7d4c\u7def\u3068\u6b8b\u3063\u3066\u3044\u308b\u4e8b\u9805\uff08citations\uff09\n   \u25bc\nTeams \u306b\u8fd4\u3059 \u2500\u2500\u3010\u4eba\u3011\u6839\u62e0\u306e\u8a18\u9332\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u308b\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Amazon OpenSearch Service | OpenSearch\uff08\u81ea\u793e\u3067\u904b\u7528\uff09\u3001Azure AI Search |\n| \u751f\u6210AI | Claude API\uff08\u691c\u7d22\u306e\u6761\u4ef6\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u6839\u62e0\u4ed8\u304d\u306e\u7d4c\u7def\uff09 | OpenAI API\u3001Gemini API |\n| \u57cb\u3081\u8fbc\u307f | \u65e5\u672c\u8a9e\u306b\u5bfe\u5fdc\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\uff08OpenSearch \u306b\u63a5\u7d9a\uff09 | \u540c\u7b49\u306e\u591a\u8a00\u8a9e\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb |\n| \u9023\u643a | n8n\uff08\u6bce\u6669\u306e\u53d6\u308a\u8fbc\u307f\u3001\u7269\u4ef6\u30de\u30b9\u30bf\u306e\u7167\u5408\u3001\u898b\u305b\u3066\u3088\u3044\u7bc4\u56f2\u306e\u6c7a\u5b9a\u3001Teams \u3068\u306e\u53d7\u3051\u6e21\u3057\uff09 | Make\u3001Power Automate |\n| \u4fdd\u7ba1 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u5b8c\u4e86\u5831\u544a\u306e\u4fdd\u7ba1\u30d5\u30a9\u30eb\u30c0\uff08\u539f\u672c\uff09 | \u6587\u66f8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u4fdd\u7ba1\u30d5\u30a9\u30eb\u30c0\u306f\u3001\u4eca\u306e\u307e\u307e\u4f7f\u3044\u307e\u3059\u3002** \u691c\u7d22\u57fa\u76e4\u306b\u5165\u308c\u308b\u306e\u306f\u8a18\u9332\u306e\u5199\u3057\u3067\u3001**\u6b63\u306f\u3042\u304f\u307e\u3067\u5143\u306e\u8a18\u9332\u3067\u3059\u3002** \u7b54\u3048\u306b\u4ed8\u304f\u6839\u62e0\u304b\u3089\u306f\u3001\u5143\u306e\u5bfe\u5fdc\u5c65\u6b74\u3084\u5b8c\u4e86\u5831\u544a\u306ePDF\u3078\u30ea\u30f3\u30af\u3057\u307e\u3059\u3002\n\n**Amazon OpenSearch Service \u306f\u3001OpenSearch \u306e\u30af\u30e9\u30b9\u30bf\u30fc\u3092 AWS \u4e0a\u3067\u904b\u7528\u3059\u308b\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9**\u3067\u3001\u5bfe\u5fdc\u3059\u308b\u7248\u306f **3.5\u30013.3\u30013.1\u30012.19** \u306a\u3069\u3067\u3059\u3002**\u6848\u4ef6\u3067\u307e\u3068\u3081\u308b\u6a5f\u80fd\u3092\u4f7f\u3046\u305f\u3081\u30013.1 \u4ee5\u964d\u3067\u30c9\u30e1\u30a4\u30f3\u3092\u4f5c\u308a\u307e\u3059\u3002**\n\n**OpenSearch \u3092\u9078\u3076\u7406\u7531\u306f\u30013\u3064\u306e\u6a5f\u80fd\u304c1\u56de\u306e\u691c\u7d22\u3067\u305d\u308d\u3046\u3053\u3068\u3067\u3059\u3002** 1\u3064\u76ee\u306f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3067\u3001**\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3068\u610f\u5473\u306e\u691c\u7d22\u3092\u7d44\u307f\u5408\u308f\u305b**\u3001\u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u30b9\u30b3\u30a2\u3092\u7d71\u5408\u3057\u307e\u3059\u3002\u30a8\u30e9\u30fc\u756a\u53f7\u3084\u578b\u756a\u306f\u8a00\u8449\u3067\u3001\u300c\u304a\u6e6f\u304c\u306c\u308b\u3044\u300d\u306e\u3088\u3046\u306a\u5165\u5c45\u8005\u306e\u8a00\u3044\u56de\u3057\u306f\u610f\u5473\u3067\u5f15\u3051\u307e\u3059\u30022\u3064\u76ee\u306f\u3001\u7d50\u679c\u3092**\u9805\u76ee\u306e\u5024\u3067\u307e\u3068\u3081\u308b collapse**\uff083.1 \u3067\u5c0e\u5165\uff09\u3067\u3059\u3002**\u6848\u4ef6\u756a\u53f7\u3067\u307e\u3068\u3081\u308c\u3070\u30011\u4ef6\u306e\u6c34\u6f0f\u308c\u306b\u4ed8\u304f6\u4ef6\u306e\u8a18\u9332\u304c1\u884c\u306b\u306a\u308a\u307e\u3059\u3002** 3\u3064\u76ee\u306f\u3001\u3059\u3079\u3066\u306e\u4e0b\u4f4d\u306e\u691c\u7d22\u306b\u304b\u304b\u308b **`filter`** \u3067\u3059\u3002**\u7269\u4ef6\u30fb\u90e8\u5c4b\u30fb\u898b\u305b\u3066\u3088\u3044\u7bc4\u56f2\u306e\u6761\u4ef6\u30921\u304b\u6240\u306b\u66f8\u3051\u3070\u3001\u8a00\u8449\u306b\u3082\u610f\u5473\u306b\u3082\u540c\u3058\u3088\u3046\u306b\u52b9\u304d\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u30c8\u30ea\u30ac\u30fc\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u8a18\u9332\u3092\u5165\u308c\u308b\u5074\u3068\u3001\u63a2\u3059\u5074\u3067\u3059\u3002**\n\n\u5165\u308c\u308b\u5074\u306f\u3001**\u6bce\u66692\u6642\u306e\u5b9a\u6642\u5b9f\u884c**\u3067\u3059\u3002\u524d\u65e5\u5206\u306e\u5bfe\u5fdc\u5c65\u6b74\u3001\u5b8c\u4e86\u5831\u544a\u3001\u4fee\u7e55\u306e\u5206\u985e\u304c\u4ed8\u3044\u305f\u30e1\u30fc\u30eb\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u5f53\u65e5\u306e\u51fa\u6765\u4e8b\u306f\u3001\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u76f4\u63a5\u898b\u308c\u3070\u8db3\u308a\u307e\u3059\u3002**\n\n\u63a2\u3059\u5074\u306f\u3001**\u62c5\u5f53\u8005\u304c Teams \u306e\u691c\u7d22\u306e\u7a93\u53e3\u306b\u8cea\u554f\u3092\u66f8\u3044\u305f\u3068\u304d**\u3067\u3059\u3002\u8cea\u554f\u3068\u4e00\u7dd2\u306b\u3001\u5834\u9762\u30923\u3064\u304b\u3089\u9078\u3093\u3067\u3082\u3089\u3044\u307e\u3059\u3002\n\n| \u5834\u9762 | \u4f7f\u3046\u3068\u304d | \u5165\u5c45\u8005\u306b\u4ed8\u304f\u8a18\u9332\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u96fb\u8a71\u5bfe\u5fdc\u4e2d | \u5165\u5c45\u8005\u3084\u30aa\u30fc\u30ca\u30fc\u304b\u3089\u306e\u9023\u7d61\u306e\u6700\u4e2d | **\u3044\u307e\u306e\u5951\u7d04\u306e\u8a18\u9332\u3060\u3051**\u3092\u8fd4\u3059 |\n| \u5f15\u304d\u7d99\u304e | \u53d7\u3051\u6301\u3061\u306e\u68df\u306e\u628a\u63e1 | \u524d\u306e\u5951\u7d04\u306e\u8a18\u9332\u3082\u8fd4\u3059\u304c\u3001\u5370\u3092\u4ed8\u3051\u308b |\n| \u9000\u53bb\u524d\u78ba\u8a8d | \u9000\u53bb\u306e\u7acb\u4f1a\u3044\u306e\u524d | \u3044\u307e\u306e\u5951\u7d04\u306e\u8a18\u9332\u3060\u3051\u3092\u8fd4\u3059 |\n\n**\u5834\u9762\u3092\u9078\u3070\u305a\u306b\u9001\u3063\u305f\u8cea\u554f\u306f\u3001\u898b\u305b\u308b\u7bc4\u56f2\u304c\u3044\u3061\u3070\u3093\u72ed\u3044\u96fb\u8a71\u5bfe\u5fdc\u4e2d\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u5c65\u6b74 | \u53d7\u4ed8\u65e5\u3001\u7269\u4ef6\u30fb\u90e8\u5c4b\u3001\u5206\u985e\u3001\u62c5\u5f53\u8005\u3001\u30e1\u30e2\u3001\u72b6\u614b\uff08\u53d7\u4ed8\uff0f\u624b\u914d\u4e2d\uff0f\u5b8c\u4e86\uff09 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u65e5\u6b21\u306e\u66f8\u304d\u51fa\u3057\uff09 |\n| \u5b8c\u4e86\u5831\u544a | \u5354\u529b\u696d\u8005\u540d\u3001\u4f5c\u696d\u65e5\u3001\u4f5c\u696d\u5185\u5bb9\u3001\u4ea4\u63db\u3057\u305f\u8a2d\u5099\u306e\u578b\u756a\u3001\u5199\u771f\u306e\u6709\u7121 | \u4fdd\u7ba1\u30d5\u30a9\u30eb\u30c0\u306ePDF\uff08\u6587\u5b57\u306e\u5165\u3063\u305f\u3082\u306e\uff09 |\n| \u4fee\u7e55\u306e\u30e1\u30fc\u30eb | \u30aa\u30fc\u30ca\u30fc\u3078\u306e\u898b\u7a4d\u306e\u8aac\u660e\u3001\u627f\u8a8d\u306e\u8fd4\u4fe1\u3001\u5354\u529b\u696d\u8005\u3068\u306e\u65e5\u7a0b\u8abf\u6574 | \u5171\u6709\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\uff08\u4fee\u7e55\u306e\u5206\u985e\u304c\u4ed8\u3044\u305f\u3082\u306e\uff09 |\n| \u7269\u4ef6\u30de\u30b9\u30bf | \u7269\u4ef6\u30b3\u30fc\u30c9\u3001\u6b63\u5f0f\u540d\u3001\u901a\u79f0\u3001\u65e7\u540d\u3001\u4f4f\u6240\u3001\u90e8\u5c4b\u756a\u53f7\u306e\u4e00\u89a7 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u5951\u7d04\u306e\u533a\u5207\u308a | \u90e8\u5c4b\u3054\u3068\u306e\u5951\u7d04\u756a\u53f7\u3068\u3001\u5165\u5c45\u65e5\u30fb\u9000\u53bb\u65e5 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u306e\u5951\u7d04\u306e\u533a\u5207\u308a\u3067\u3059\u3002** \u3053\u308c\u304c\u7121\u3044\u3068\u5165\u5c45\u8005\u306b\u4ed8\u304f\u8a18\u9332\u306e\u5951\u7d04\u304c\u6c7a\u307e\u3089\u305a\u3001**\u5834\u9762\u306b\u3088\u308b\u898b\u305b\u5206\u3051\u304c\u6210\u308a\u7acb\u3061\u307e\u305b\u3093\u3002** \u7269\u4ef6\u30de\u30b9\u30bf\u306e\u901a\u79f0\u3068\u65e7\u540d\u3082\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u62c5\u5f53\u8005\u306f\u300c\u99c5\u524d\u306e\u30b3\u30fc\u30dd\u300d\u306e\u3088\u3046\u306b\u66f8\u304f\u304b\u3089\u3067\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u53d6\u308a\u8fbc\u307f\u3067\u306f\u30011\u4ef6\u306e\u8a18\u9332\u30921\u3064\u306e\u6587\u66f8\u3068\u3057\u3066\u5165\u308c\u3001\u6848\u4ef6\u306e\u756a\u53f7\uff08\u53d7\u4ed8\u756a\u53f7\uff09\u3092\u5fc5\u305a\u4ed8\u3051\u307e\u3059\u3002** \u5b8c\u4e86\u5831\u544a\u3068\u30e1\u30fc\u30eb\u306f\u6b21\u306e\u9806\u3067\u7d50\u3073\u4ed8\u3051\u307e\u3059\u3002\n\n1. \u672c\u6587\u306b\u53d7\u4ed8\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u305d\u308c\u3092\u4f7f\u3046\n2. \u7121\u3051\u308c\u3070\u3001\u7269\u4ef6\u30fb\u90e8\u5c4b\u30fb\u5354\u529b\u696d\u8005\u540d\u30fb\u65e5\u4ed8\u304c\u8fd1\u3044\u53d7\u4ed8\u3092\u63a2\u3057\u30011\u4ef6\u306b\u6c7a\u307e\u308c\u3070\u7d50\u3073\u4ed8\u3051\u308b\n3. \u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u3001\u6848\u4ef6\u306e\u756a\u53f7\u306b `U-` \u3068\u8a18\u9332\u306e\u756a\u53f7\u3092\u5165\u308c\u3001`link_status` \u3092 `unlinked` \u306b\u3059\u308b\n\n**3\u756a\u76ee\u306e\u8a18\u9332\u3082\u6368\u3066\u307e\u305b\u3093\u3002** 1\u4ef6\u3060\u3051\u306e\u6848\u4ef6\u3068\u3057\u3066\u691c\u7d22\u306b\u51fa\u307e\u3059\u3002\n\n| \u9805\u76ee | \u578b | \u7528\u9014 |\n|:--|:--|:--|\n| `event_id` \uff0f `case_id` | keyword | \u8a18\u9332\u306e\u756a\u53f7\u3068\u6848\u4ef6\u306e\u756a\u53f7\u3002**`case_id` \u306f collapse \u3067\u307e\u3068\u3081\u308b\u9805\u76ee** |\n| `property_id` \uff0f `unit_no` | keyword | \u7269\u4ef6\u3068\u90e8\u5c4b\u3002\u5171\u7528\u90e8\u306f `COMMON` |\n| `scope` \uff0f `tenancy_id` | keyword | `unit`\uff08\u90e8\u5c4b\u306b\u4ed8\u304f\uff09\uff0f `common`\uff08\u5171\u7528\u90e8\uff09\uff0f `tenancy`\uff08\u5165\u5c45\u8005\u306b\u4ed8\u304f\uff09\u3068\u3001\u305d\u306e\u5951\u7d04\u756a\u53f7 |\n| `event_type` \uff0f `event_date` | keyword \uff0f date | \u53d7\u4ed8\u30fb\u624b\u914d\u30fb\u898b\u7a4d\u30fb\u627f\u8a8d\u30fb\u5b8c\u4e86\u30fb\u5165\u5c45\u8005\u9023\u7d61\u3068\u3001\u305d\u306e\u65e5\u4ed8 |\n| `equipment` \uff0f `model_no` | keyword | \u8a2d\u5099\u306e\u7a2e\u985e\u3068\u578b\u756a |\n| `body_text` \uff0f `body_embedding` | text \uff0f \u30d9\u30af\u30c8\u30eb | \u672c\u6587\u3068\u3001\u305d\u306e\u57cb\u3081\u8fbc\u307f |\n| `source_url` | keyword | \u5143\u306e\u8a18\u9332\u3078\u306e\u30ea\u30f3\u30af |\n\n**`case_id` \u3092 keyword \u306b\u3059\u308b\u306e\u306f\u5fc5\u9808\u3067\u3059\u3002** collapse \u3067\u307e\u3068\u3081\u308b\u9805\u76ee\u306f\u3001**keyword \u304b\u6570\u5024\u306e\u578b\u3067\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002** \u57cb\u3081\u8fbc\u307f\u306f\u3001\u53d6\u308a\u8fbc\u307f\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e **`text_embedding` \u30d7\u30ed\u30bb\u30c3\u30b5**\u304c `field_map` \u3067\u6307\u5b9a\u3057\u305f `body_text` \u304b\u3089\u4f5c\u308a\u307e\u3059\u3002\n\n**\u63a2\u3059\u5074\u306f\u30012\u56de\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5206\u3051\u307e\u3059\u3002** 1\u56de\u76ee\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3067\u6848\u4ef6\u3092\u4e0a\u4f4d5\u4ef6\u307e\u3067\u53d6\u308a\u30012\u56de\u76ee\u3067\u3001\u305d\u306e5\u4ef6\u306b\u4ed8\u304f\u8a18\u9332\u3092 `event_date` \u306e\u53e4\u3044\u9806\u306b\u3059\u3079\u3066\u53d6\u308a\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n**\u53d6\u308a\u8fbc\u307f\u5074**\n\n1. **\u30e1\u30fc\u30eb\u306e\u5f15\u7528\u3068\u7f72\u540d\u3092\u843d\u3068\u3059** \u2026 \u305d\u306e\u307e\u307e\u3060\u3068\u540c\u3058\u6587\u304c\u4f55\u4ef6\u3082\u306e\u8a18\u9332\u306b\u73fe\u308c\u307e\u3059\n2. **\u5b8c\u4e86\u5831\u544a\u306ePDF\u304b\u3089\u6587\u5b57\u3092\u53d6\u308a\u51fa\u3059** \u2026 \u6587\u5b57\u306e\u7121\u3044\u30b9\u30ad\u30e3\u30f3\u306f\u3001\u672c\u6587\u3092\u7a7a\u306b\u3057\u3066 `source_url` \u3060\u3051\u3092\u5165\u308c\u307e\u3059\n3. **\u90e8\u5c4b\u756a\u53f7\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c302\u53f7\u5ba4\u300d\u300c3-02\u300d\u3092 `302` \u306b\u3002\u6539\u88c5\u3067\u5909\u308f\u3063\u305f\u756a\u53f7\u306f\u5bfe\u5fdc\u8868\u3067\u5bc4\u305b\u307e\u3059\n4. **`tenancy_id` \u3092\u6c7a\u3081\u308b** \u2026 \u8a18\u9332\u306e\u65e5\u4ed8\u3092\u5165\u5c45\u65e5\u30fb\u9000\u53bb\u65e5\u3068\u6bd4\u3079\u307e\u3059\n5. **\u500b\u4eba\u306e\u9023\u7d61\u5148\u3092\u843d\u3068\u3059** \u2026 **\u7d4c\u7def\u3092\u63a2\u3059\u306e\u306b\u9023\u7d61\u5148\u306f\u8981\u308a\u307e\u305b\u3093**\n\n**\u63a2\u3059\u5074**\n\n1. **\u7269\u4ef6\u306e\u624b\u304c\u304b\u308a\u3092\u7269\u4ef6\u30de\u30b9\u30bf\u3067\u5f15\u304f** \u2026 \u6b63\u5f0f\u540d\u30fb\u901a\u79f0\u30fb\u65e7\u540d\u3067\u7167\u5408\u3057\u307e\u3059\u3002**\u8907\u6570\u306b\u5f53\u305f\u3063\u305f\u3089\u5019\u88dc\u3092\u8fd4\u3057\u3066\u9078\u3093\u3067\u3082\u3089\u3044\u307e\u3059**\n2. **\u5834\u9762\u304b\u3089\u898b\u305b\u3066\u3088\u3044\u7bc4\u56f2\u3092\u7d44\u3080** \u2026 \u6b21\u306e\u6761\u4ef6\u3092 `filter` \u306b\u5165\u308c\u307e\u3059\n\n| \u5834\u9762 | `filter` \u306e\u4e2d\u8eab |\n|:--|:--|\n| \u96fb\u8a71\u5bfe\u5fdc\u4e2d | \u7269\u4ef6\u30b3\u30fc\u30c9\u304c\u4e00\u81f4\u3057\u3001`scope` \u304c `unit` \u304b `common`\u3001\u307e\u305f\u306f `scope` \u304c `tenancy` \u3067 `tenancy_id` \u304c\u3044\u307e\u306e\u5951\u7d04 |\n| \u5f15\u304d\u7d99\u304e | \u7269\u4ef6\u30b3\u30fc\u30c9\u304c\u4e00\u81f4\u3059\u308b\u3082\u306e\uff08`tenancy` \u306f\u3059\u3079\u3066\u542b\u3080\u304c\u3001\u5f8c\u6bb5\u3067\u5370\u3092\u4ed8\u3051\u308b\uff09 |\n| \u9000\u53bb\u524d\u78ba\u8a8d | \u96fb\u8a71\u5bfe\u5fdc\u4e2d\u3068\u540c\u3058 |\n\n**\u7bc4\u56f2\u306e\u6761\u4ef6\u306f\u3001\u751f\u6210AI\u306b\u7d44\u307e\u305b\u307e\u305b\u3093\u3002** \u3044\u307e\u306e\u5951\u7d04\u306f\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089 n8n \u304c\u5f15\u3044\u3066\u7d44\u307f\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u751f\u6210AI\u306f2\u56de\u547c\u3073\u3001\u305d\u308c\u305e\u308c\u306b1\u3064\u306e\u4ed5\u4e8b\u3092\u3055\u305b\u307e\u3059\u3002**\n\n| \u547c\u3073\u51fa\u3057 | \u3055\u305b\u308b\u3053\u3068 |\n|:--|:--|\n| 1\uff1a\u6761\u4ef6\u306e\u53d6\u308a\u51fa\u3057 | \u7269\u4ef6\u306e\u624b\u304c\u304b\u308a\u3001\u90e8\u5c4b\uff08\u5171\u7528\u90e8\u306f `COMMON`\uff09\u3001\u8a2d\u5099\u3001\u75c7\u72b6\u3001\u671f\u9593\u3001\u63a2\u3057\u65b9\uff08`relevance` \u95a2\u4fc2\u306e\u6df1\u3044\u9806\uff0f `timeline` \u65b0\u3057\u3044\u9806\uff0f `open_cases` \u7d42\u308f\u3063\u3066\u3044\u306a\u3044\u6848\u4ef6\uff09\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `null` |\n| 2\uff1a\u7d4c\u7def\u306e\u6574\u7406 | \u6848\u4ef6\u3054\u3068\u306e\u7d4c\u7def\u3092\u65e5\u4ed8\u306e\u9806\u306b\u3002\u6b8b\u3063\u3066\u3044\u308b\u4e8b\u9805\u3001\u540c\u3058\u75c7\u72b6\u306e\u304f\u308a\u8fd4\u3057\u3001\u8a18\u9332\u3069\u3046\u3057\u306e\u98df\u3044\u9055\u3044\u3001\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u3053\u3068 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a18\u9332\u306b\u306a\u3044\u7d4c\u7def\u306e\u88dc\u5b8c | \u300c\u304a\u305d\u3089\u304f\u4ea4\u63db\u3057\u305f\u300d\u3068\u66f8\u304f\u3068\u3001\u62c5\u5f53\u8005\u306f\u305d\u308c\u3092\u4e8b\u5b9f\u3068\u3057\u3066\u4f1d\u3048\u308b |\n| \u8cbb\u7528\u306e\u8ca0\u62c5\u8005\u306e\u5224\u65ad | \u5951\u7d04\u3068\u30aa\u30fc\u30ca\u30fc\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u6c7a\u307e\u308b\u3002\u4eba\u304c\u5224\u65ad\u3059\u308b |\n| \u5165\u5c45\u8005\u306e\u904e\u5931\u306e\u5224\u65ad | \u5165\u5c45\u8005\u3068\u306e\u95a2\u4fc2\u306b\u76f4\u63a5\u3072\u3073\u304f |\n| \u4fdd\u8a3c\u671f\u9593\u306e\u8a08\u7b97 | \u8a2d\u7f6e\u65e5\u3068\u4fdd\u8a3c\u306e\u6761\u4ef6\u304c\u8a18\u9332\u306b\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u591a\u3044 |\n| \u524d\u306e\u5951\u7d04\u306e\u8a18\u9332\u306e\u8981\u7d04\u3092\u96fb\u8a71\u5bfe\u5fdc\u4e2d\u306b\u51fa\u3059\u3053\u3068 | \u7bc4\u56f2\u306e\u6761\u4ef6\u3067\u6e21\u3055\u306a\u3044\u304c\u3001\u6307\u793a\u3067\u3082\u7981\u3058\u308b |\n\n**\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u306f\u3001\u8868\u306e1\u884c\u76ee\u3067\u3059\u3002** \u5b8c\u4e86\u5831\u544a\u304c\u7121\u3044\u6848\u4ef6\u3092\u6e21\u3059\u3068\u300c\u305d\u306e\u5f8c\u3001\u4ea4\u63db\u3055\u308c\u307e\u3057\u305f\u300d\u3068\u66f8\u304d\u305f\u304c\u308a\u307e\u3059\u3002**\u8a18\u9332\u304c\u7121\u3044\u3053\u3068\u306f\u3001\u6b8b\u3063\u3066\u3044\u308b\u4e8b\u9805\u3068\u3057\u3066\u66f8\u304b\u305b\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n**\u547c\u3073\u51fa\u30571\uff08structured outputs \u3067\u53d7\u3051\u53d6\u308b\uff09**\n\n```\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u306e\u793e\u5185\u691c\u7d22\u306e\u7a93\u53e3\u3067\u3059\u3002\n\u62c5\u5f53\u8005\u306e\u8cea\u554f\u304b\u3089\u3001\u691c\u7d22\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u691c\u7d22\u305d\u306e\u3082\u306e\u306f\u3057\u307e\u305b\u3093\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\n- property_hint : \u7269\u4ef6\u3092\u6307\u3059\u8a00\u8449\uff08\u6b63\u5f0f\u540d\u30fb\u901a\u79f0\u30fb\u65e7\u540d\u30fb\u4f4f\u6240\u306e\u4e00\u90e8\uff09\u3002\u66f8\u304b\u308c\u305f\u8a00\u8449\u306e\u307e\u307e\n- unit_no       : \u90e8\u5c4b\u756a\u53f7\u3002\u300c\u53f7\u5ba4\u300d\u306f\u4ed8\u3051\u306a\u3044\u3002\u5171\u7528\u90e8\u306e\u8a71\u306a\u3089 COMMON\n- equipment     : \u8a2d\u5099\u306e\u7a2e\u985e\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 null\n- symptom       : \u75c7\u72b6\u3084\u51fa\u6765\u4e8b\u3092\u8868\u3059\u8a00\u8449\u3002\u66f8\u304b\u308c\u305f\u8a00\u3044\u56de\u3057\u3092\u6b8b\u3059\n- date_from \/ date_to : \u671f\u9593\u3002\u300c\u53bb\u5e74\u306e\u51ac\u300d\u306e\u3088\u3046\u306a\u8868\u73fe\u306f\u3001\u4eca\u65e5\u306e\u65e5\u4ed8 {today} \u304b\u3089\u7bc4\u56f2\u306b\u3059\u308b\n- mode          : relevance \/ timeline \/ open_cases \u306e\u3069\u308c\u304b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7269\u4ef6\u540d\u3092\u6b63\u5f0f\u540d\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u7167\u5408\u306f\u5225\u306e\u4ed5\u7d44\u307f\u304c\u884c\u3044\u307e\u3059\u3002\n- \u90e8\u5c4b\u756a\u53f7\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c3\u968e\u306e\u89d2\u90e8\u5c4b\u300d\u306f unit_no \u3092 null \u306b\u3057\u307e\u3059\u3002\n- \u300c\u524d\u56de\u300d\u300c\u3053\u306e\u524d\u300d\u306f mode \u3092 timeline \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300c\u307e\u3060\u7d42\u308f\u3063\u3066\u3044\u306a\u3044\u300d\u300c\u9032\u884c\u4e2d\u300d\u306f mode \u3092 open_cases \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8cea\u554f\u3011{question}\n```\n\n**\u547c\u3073\u51fa\u30572\uff08citations \u3092\u6709\u52b9\u306b\u3057\u305f\u6587\u66f8\u3067\u6e21\u3059\uff09**\n\n```\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u306e\u7269\u4ef6\u62c5\u5f53\u8005\u306e\u88dc\u52a9\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u8a18\u9332\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u3001\u3053\u306e\u90e8\u5c4b\uff08\u307e\u305f\u306f\u5171\u7528\u90e8\uff09\u306e\u7d4c\u7def\u3092\u307e\u3068\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304f\u3053\u3068\u3011\n1. \u6848\u4ef6\u3054\u3068\u306b\u3001\u53d7\u4ed8\u304b\u3089\u73fe\u5728\u307e\u3067\u306e\u7d4c\u7def\u3092\u65e5\u4ed8\u306e\u9806\u306b\u66f8\u304f\n2. \u5404\u6848\u4ef6\u3067\u6b8b\u3063\u3066\u3044\u308b\u4e8b\u9805\uff08\u5b8c\u4e86\u5831\u544a\u304c\u7121\u3044\u3001\u5b8c\u4e86\u5f8c\u306b\u518d\u9023\u7d61\u304c\u3042\u308b\u3001\n   \u898b\u7a4d\u306e\u627f\u8a8d\u304c\u7121\u3044\uff09\u3092\u66f8\u304f\n3. \u5225\u306e\u6848\u4ef6\u3067\u540c\u3058\u8a2d\u5099\u30fb\u540c\u3058\u75c7\u72b6\u304c\u51fa\u3066\u3044\u308c\u3070\u3001\u304f\u308a\u8fd4\u3057\u3068\u3057\u3066\u66f8\u304f\n4. \u8a18\u9332\u3069\u3046\u3057\u3067\u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u4e21\u65b9\u3092\u305d\u306e\u307e\u307e\u66f8\u304f\n5. \u8cea\u554f\u306b\u5bfe\u3057\u3066\u8a18\u9332\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u90e8\u5206\u306f\u300c\u8a18\u9332\u306a\u3057\u300d\u3068\u66f8\u304f\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6e21\u3055\u308c\u305f\u8a18\u9332\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8a18\u9332\u304c\u7121\u3044\u51fa\u6765\u4e8b\u3092\u300c\u304a\u305d\u3089\u304f\u300d\u300c\u3068\u601d\u308f\u308c\u308b\u300d\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5b8c\u4e86\u5831\u544a\u304c\u7121\u3044\u6848\u4ef6\u3092\u3001\u5b8c\u4e86\u3057\u305f\u3082\u306e\u3068\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8cbb\u7528\u3092\u8ab0\u304c\u8ca0\u62c5\u3059\u308b\u304b\u3001\u5165\u5c45\u8005\u306e\u904e\u5931\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4fdd\u8a3c\u306e\u671f\u9593\u3084\u6b8b\u308a\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306e title \u306b\u300c\u524d\u306e\u5951\u7d04\u300d\u3068\u3042\u308b\u3082\u306e\u306f\u3001\u7d4c\u7def\u306e\u4e8b\u5b9f\u3060\u3051\u3092\u66f8\u304d\u3001\n  \u5165\u5c45\u8005\u306e\u767a\u8a00\u3084\u82e6\u60c5\u306e\u5185\u5bb9\u3092\u5f15\u7528\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5834\u9762\u3011{scene}\n\u3010\u8cea\u554f\u3011{question}\n\u3010\u8a18\u9332\u3011\uff08\u6848\u4ef6\u3054\u3068\u306b document \u30d6\u30ed\u30c3\u30af\u3067\u6e21\u3059\uff09\n```\n\n**\u300c\u5b8c\u4e86\u5831\u544a\u304c\u7121\u3044\u6848\u4ef6\u3092\u5b8c\u4e86\u3068\u66f8\u304b\u306a\u3044\u300d\u3092\u5225\u306b\u66f8\u304f\u306e\u306f\u3001\u300c\u63a8\u6e2c\u3057\u306a\u3044\u300d\u3060\u3051\u3067\u306f\u624b\u914d\u306e\u8a18\u9332\u306e\u300c\u4ea4\u63db\u4e88\u5b9a\u300d\u3092\u300c\u4ea4\u63db\u3057\u305f\u300d\u3068\u8aad\u3080\u304b\u3089\u3067\u3059\u3002**\n\n**\u547c\u3073\u51fa\u3057\u30922\u56de\u306b\u5206\u3051\u308b\u306e\u306f\u3001\u4ed5\u69d8\u306e\u5236\u7d04\u3067\u3082\u3042\u308a\u307e\u3059\u3002** \u6587\u66f8\u306b citations \u3092\u6709\u52b9\u306b\u3057\u305f\u3046\u3048\u3067 `output_config.format` \u3092\u4ed8\u3051\u308b\u3068\u3001**400\u306e\u30a8\u30e9\u30fc\u304c\u8fd4\u308a\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u547c\u3073\u51fa\u30571\u306f\u3001structured outputs \u3067\u6b21\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u30b9\u30ad\u30fc\u30de\u306f `output_config.format` \u306b `json_schema` \u3068\u3057\u3066\u6e21\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"property_hint\": \"\u99c5\u524d\u306e\u30b3\u30fc\u30dd\",\n  \"unit_no\": \"302\",\n  \"equipment\": \"\u7d66\u6e6f\u5668\",\n  \"symptom\": \"\u304a\u6e6f\u304c\u306c\u308b\u3044\",\n  \"date_from\": null,\n  \"date_to\": null,\n  \"mode\": \"timeline\"\n}\n```\n\n**\u547c\u3073\u51fa\u30572\u306f\u3001\u8a18\u9332\u30921\u4ef6\u305a\u3064 plain text \u306e\u6587\u66f8\u3068\u3057\u3066\u6e21\u3057\u307e\u3059\u3002** citations \u306f\u8981\u6c42\u306e\u4e2d\u306e\u5168\u6587\u66f8\u3067\u6709\u52b9\u306b\u3059\u308b\u304b\u3001\u5168\u6587\u66f8\u3067\u7121\u52b9\u306b\u3059\u308b\u304b\u306e\u3069\u3061\u3089\u304b\u3067\u3059\u3002`title` \u306b `event_id` \u3068\u65e5\u4ed8\u3092\u3001`context` \u306b `case_id` \u3068 `scope` \u3092\u5165\u308c\u307e\u3059\u3002**`title` \u3068 `context` \u306f\u30e2\u30c7\u30eb\u306b\u6e21\u308b\u304c\u3001\u5f15\u7528\u306e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u305b\u3093\u3002** \u56de\u7b54\u306f\u6587\u3068\u5f15\u7528\uff08`cited_text`\uff09\u306e\u7d44\u3067\u8fd4\u308a\u3001n8n \u304c\u6b21\u306e\u5f62\u306b\u7d44\u307f\u76f4\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"scene\": \"phone\",\n  \"property_id\": \"P-0148\",\n  \"unit_no\": \"302\",\n  \"cases\": [\n    {\n      \"case_id\": \"R-2025-03112\",\n      \"summary\": [\n        { \"text\": \"2025\u5e7412\u6708\u3001\u5165\u5c45\u8005\u304b\u3089\u6e6f\u6e29\u304c\u4e0a\u304c\u3089\u306a\u3044\u3068\u306e\u9023\u7d61\u304c\u3042\u308a\u3001\u5354\u529b\u696d\u8005\u304c\u70b9\u691c\u3057\u305f\u3002\",\n          \"evidence\": [ { \"event_id\": \"E-88121\", \"cited_text\": \"\" } ] }\n      ],\n      \"open_items\": [ \"\u5b8c\u4e86\u5831\u544a\u306e\u8a18\u9332\u306a\u3057\" ],\n      \"has_prior_tenancy\": false\n    }\n  ],\n  \"repeat_pattern\": \"\",\n  \"not_found\": [ \"\u7d66\u6e6f\u5668\u306e\u8a2d\u7f6e\u65e5\" ]\n}\n```\n\n**JSON\u306b\u7d44\u307f\u76f4\u3059\u7406\u7531\u306f3\u3064\u3067\u3059\u3002** **`evidence` \u3092\u6587\u3054\u3068\u306b\u6301\u3066\u308b**\u306e\u3067\u3001\u62c5\u5f53\u8005\u306f\u6c17\u306b\u306a\u308b\u6587\u306e\u6839\u62e0\u3060\u3051\u3092\u958b\u3051\u307e\u3059\u3002**`open_items` \u3068 `not_found` \u3092\u72ec\u7acb\u3057\u305f\u6b04\u306b\u3067\u304d\u308b**\u306e\u3067\u3001\u300c\u8a18\u9332\u304c\u7121\u3044\u300d\u304c\u7d4c\u7def\u306e\u6587\u306b\u57cb\u3082\u308c\u307e\u305b\u3093\u3002**`has_prior_tenancy`** \u3067\u3001\u524d\u306e\u5951\u7d04\u306e\u8a18\u9332\u3092\u542b\u3080\u6848\u4ef6\u306b\u8272\u3092\u4ed8\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| \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u65e5\u6b21\u306e\u66f8\u304d\u51fa\u3057\u3068\u3001\u7269\u4ef6\u30de\u30b9\u30bf\u30fb\u5951\u7d04\u306e\u53c2\u7167 | \u5bfe\u5fdc\u5c65\u6b74\u3092\u53d6\u308a\u8fbc\u307f\u3001\u7269\u4ef6\u30b3\u30fc\u30c9\u3068\u3044\u307e\u306e\u5951\u7d04\u3092\u5f15\u304f |\n| \u4fdd\u7ba1\u30d5\u30a9\u30eb\u30c0\uff0f\u5171\u6709\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9 | n8n \u306e\u30d5\u30a1\u30a4\u30eb\u30fb\u30e1\u30fc\u30eb\u53d6\u5f97 | \u524d\u65e5\u5206\u306e\u5b8c\u4e86\u5831\u544a\u3068\u4fee\u7e55\u306e\u30e1\u30fc\u30eb\u3092\u53d6\u308a\u8fbc\u3080 |\n| Amazon OpenSearch Service | REST \u306e\u554f\u3044\u5408\u308f\u305b | \u53d6\u308a\u8fbc\u307f\uff08`_bulk`\uff09\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3001\u6848\u4ef6\u306e\u8a18\u9332\u306e\u53d6\u5f97 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u6761\u4ef6\u306e\u53d6\u308a\u51fa\u3057\uff08structured outputs\uff09\u3068\u3001\u7d4c\u7def\uff08citations\uff09 |\n| Teams | n8n \u304b\u3089\u306e\u6295\u7a3f | \u8cea\u554f\u306e\u53d7\u3051\u4ed8\u3051\u3068\u3001\u7d4c\u7def\u306e\u8868\u793a |\n\n\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u306e\u8981\u6c42\u306f\u6b21\u306e\u5f62\u3067\u3059\u3002\n\n```json\n{\n  \"size\": 5,\n  \"query\": {\n    \"hybrid\": {\n      \"queries\": [\n        { \"multi_match\": { \"query\": \"\u7d66\u6e6f\u5668 \u304a\u6e6f\u304c\u306c\u308b\u3044\", \"fields\": [\"body_text\", \"model_no\"] } },\n        { \"neural\": { \"body_embedding\": { \"query_text\": \"\u304a\u6e6f\u304c\u306c\u308b\u3044\", \"model_id\": \"<\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u306eID>\", \"k\": 50 } } }\n      ],\n      \"filter\": { \"bool\": { \"filter\": [\n        { \"term\": { \"property_id\": \"P-0148\" } },\n        { \"terms\": { \"unit_no\": [\"302\", \"COMMON\"] } }\n      ] } }\n    }\n  },\n  \"collapse\": { \"field\": \"case_id\" }\n}\n```\n\n**`filter` \u306f1\u3064\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u5f62\u3067\u66f8\u304f\u6c7a\u307e\u308a\u306a\u306e\u3067\u3001** \u5834\u9762\u306e\u6761\u4ef6\uff08`scope` \u3068 `tenancy_id`\uff09\u3082\u540c\u3058 `bool` \u306b\u8db3\u3057\u307e\u3059\u3002\u4e0b\u4f4d\u306e\u691c\u7d22\u306f\u6700\u59275\u3064\u307e\u3067\u3067\u3059\u3002\n\n**`timeline` \u306e\u3068\u304d\u306f `sort` \u306b `event_date` \u306e\u65b0\u3057\u3044\u9806\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002** \u4e26\u3079\u66ff\u3048\u3092\u6307\u5b9a\u3059\u308b\u3068**\u6587\u66f8\u306e\u30b9\u30b3\u30a2\u306f `null` \u306b\u306a\u308b**\u305f\u3081\u3001\u300c\u524d\u56de\u306f\u4f55\u3092\u3057\u305f\u304b\u300d\u306b\u9650\u3063\u3066\u4f7f\u3044\u307e\u3059\u3002**collapse \u3068\u4f75\u7528\u3057\u305f\u96c6\u8a08\u306f\u3001\u307e\u3068\u3081\u308b\u524d\u306e\u7d50\u679c\u306b\u5bfe\u3057\u3066\u52d5\u304d\u307e\u3059\u3002** \u6848\u4ef6\u306e\u6570\u306f2\u56de\u76ee\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u6570\u3048\u307e\u3059\u3002\n\n**\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5bfe\u5fdc\u5c65\u6b74\u306e\u8ffd\u8a18\u306f\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u7d4c\u7def\u306f\u3001\u62c5\u5f53\u8005\u304c\u6839\u62e0\u3092\u958b\u3044\u3066\u304b\u3089\u4f7f\u3044\u307e\u3059\u3002** \u5165\u5c45\u8005\u3084\u30aa\u30fc\u30ca\u30fc\u3078\u76f4\u63a5\u9001\u308b\u7d4c\u8def\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n1. **`open_items` \u3068 `not_found` \u3092\u5148\u306b\u8aad\u3080** \u2026 \u300c\u5b8c\u4e86\u5831\u544a\u306e\u8a18\u9332\u306a\u3057\u300d\u306f\u3001**\u4f5c\u696d\u304c\u7d42\u308f\u3063\u3066\u3044\u306a\u3044\u306e\u304b\u3001\u5831\u544a\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u306a\u3044\u306e\u304b**\u3092\u898b\u5206\u3051\u307e\u3059\n2. **\u8aac\u660e\u306b\u4f7f\u3046\u6587\u306e\u6839\u62e0\u3092\u958b\u304f** \u2026 `evidence` \u306e\u30ea\u30f3\u30af\u304b\u3089\u5143\u306e\u8a18\u9332\u3092\u958b\u304d\u307e\u3059\n3. **\u524d\u306e\u5951\u7d04\u306e\u5370\u3092\u78ba\u304b\u3081\u308b** \u2026 `has_prior_tenancy` \u306e\u6848\u4ef6\u306f\u3001**\u5165\u5c45\u8005\u306e\u767a\u8a00\u3092\u5916\u90e8\u3078\u4f1d\u3048\u307e\u305b\u3093**\n4. **\u9055\u3063\u3066\u3044\u305f\u3089\u5370\u3092\u4ed8\u3051\u308b** \u2026 \u6839\u62e0\u306e\u8aa4\u308a\u3084\u7d50\u3073\u4ed8\u3051\u306e\u8aa4\u308a\u3092\u3001\u7a93\u53e3\u306e\u30dc\u30bf\u30f3\u3067\u8fd4\u3057\u307e\u3059\n\n**1\u756a\u76ee\u3092\u5148\u306b\u3059\u308b\u306e\u306f\u3001\u300c\u8a18\u9332\u304c\u7121\u3044\u300d\u304c\u6700\u3082\u8aa4\u89e3\u3055\u308c\u3084\u3059\u3044\u304b\u3089\u3067\u3059\u3002** \u300c\u4f55\u3082\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u4f1d\u3048\u305f\u3089\u3001\u5b9f\u306f\u5354\u529b\u696d\u8005\u304c\u4f5c\u696d\u3092\u7d42\u3048\u3066\u3044\u305f\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u8d77\u304d\u307e\u3059\u3002**\u96fb\u8a71\u5bfe\u5fdc\u4e2d\u306f\u3001\u305d\u306e\u5834\u3067\u4f1d\u3048\u308b\u306e\u3092\u65e5\u4ed8\u3068\u4f5c\u696d\u306e\u6709\u7121\u307e\u3067\u306b\u3057\u3001\u8a73\u3057\u3044\u5185\u5bb9\u306f\u6298\u308a\u8fd4\u3059**\u904b\u7528\u306b\u3057\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7269\u4ef6\u304c\u7279\u5b9a\u3067\u304d\u306a\u3044 | \u7269\u4ef6\u30de\u30b9\u30bf\u3067\u8907\u6570\u306b\u5f53\u305f\u3063\u305f\u3089\u5019\u88dc\u3092\u8fd4\u3057\u3066\u9078\u3070\u305b\u308b\u30020\u4ef6\u306a\u3089\u300c\u7269\u4ef6\u540d\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u8fd4\u3059 |\n| \u90e8\u5c4b\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u7269\u4ef6\u5168\u4f53\u3067\u63a2\u3057\u3001\u90e8\u5c4b\u3054\u3068\u306e\u4ef6\u6570\u3092\u8fd4\u3059\u3002**\u7d4c\u7def\u306f\u66f8\u304b\u306a\u3044** |\n| \u6539\u88c5\u3067\u90e8\u5c4b\u756a\u53f7\u304c\u5909\u308f\u3063\u3066\u3044\u308b | \u65e7\u756a\u53f7\u306e\u5bfe\u5fdc\u8868\u3067\u65b0\u756a\u53f7\u306b\u5bc4\u305b\u3066\u63a2\u3059\u3002\u7b54\u3048\u306b\u65e7\u756a\u53f7\u306e\u8a18\u9332\u3067\u3042\u308b\u3053\u3068\u3092\u66f8\u304f |\n| \u691c\u7d22\u3067\u6848\u4ef6\u304c1\u4ef6\u3082\u51fa\u306a\u3044 | \u300c\u8a18\u9332\u306a\u3057\u300d\u3068\u8fd4\u3059\u3002**\u751f\u6210AI\u3092\u547c\u3070\u306a\u3044** |\n| \u5b8c\u4e86\u5831\u544a\u306e\u672c\u6587\u304c\u7a7a | \u6587\u5b57\u306e\u7121\u3044\u30b9\u30ad\u30e3\u30f3\u306ePDF\u3002`source_url` \u3060\u3051\u3092\u793a\u3057\u3001\u958b\u3044\u3066\u8aad\u3080\u3088\u3046\u4fc3\u3059 |\n| \u6848\u4ef6\u306b\u7d50\u3073\u4ed8\u304b\u306a\u3044\u8a18\u9332\u304c\u4e0a\u4f4d\u306b\u51fa\u308b | `unlinked` \u306e\u5370\u3092\u4ed8\u3051\u3066\u5225\u306e\u67a0\u306b\u51fa\u3059 |\n| \u8a18\u9332\u3069\u3046\u3057\u304c\u98df\u3044\u9055\u3046 | \u4e21\u65b9\u3092\u4e26\u3079\u3066\u51fa\u3059\u3002**\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u306f\u5224\u5b9a\u3057\u306a\u3044** |\n| \u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u8a00\u8449\u306e\u691c\u7d22\u3060\u3051\u3067\u63a2\u3057\u3001\u305d\u306e\u3053\u3068\u3092\u7b54\u3048\u306b\u66f8\u304f |\n| \u53d6\u308a\u8fbc\u307f\u304c\u591c\u9593\u306b\u5931\u6557\u3057\u305f | \u7fcc\u6669\u306b\u56de\u3059\u3002**\u7b54\u3048\u306b\u6700\u7d42\u53d6\u308a\u8fbc\u307f\u65e5\u6642\u3092\u51fa\u3059** |\n\n**4\u884c\u76ee\u3067\u751f\u6210AI\u3092\u547c\u3070\u306a\u3044\u306e\u306f\u3001\u547c\u3076\u3068\u4e00\u822c\u7684\u306a\u4e0d\u5177\u5408\u306e\u8aac\u660e\u3092\u66f8\u304d\u59cb\u3081\u308b\u304b\u3089\u3067\u3059\u3002** 0\u4ef6\u306e\u7b54\u3048\u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5074\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8cea\u554f\u306e\u6587\u3068\u5834\u9762\u3001\u62c5\u5f53\u8005\u3001\u65e5\u6642\n- \u547c\u3073\u51fa\u30571\u304c\u8fd4\u3057\u305f\u6761\u4ef6\u306eJSON\u3068\u3001\u7269\u4ef6\u30de\u30b9\u30bf\u3067\u78ba\u5b9a\u3057\u305f\u7269\u4ef6\u30b3\u30fc\u30c9\n- **OpenSearch \u306b\u9001\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u306e\u5168\u6587**\uff08`filter` \u306e\u4e2d\u8eab\u3092\u542b\u3080\uff09\n- \u8fd4\u3063\u305f\u6848\u4ef6\u306e\u756a\u53f7\u3068\u30012\u56de\u76ee\u3067\u53d6\u308a\u51fa\u3057\u305f\u8a18\u9332\u306e\u756a\u53f7\u306e\u4e00\u89a7\n- \u547c\u3073\u51fa\u30572\u306e\u56de\u7b54\u3068\u5f15\u7528\uff08\u6587\u3054\u3068\u306e `event_id` \u3068 `cited_text`\uff09\n- **\u62c5\u5f53\u8005\u304c\u4ed8\u3051\u305f\u5370**\uff08\u6839\u62e0\u304c\u95a2\u4fc2\u306a\u304b\u3063\u305f\u3001\u7d50\u3073\u4ed8\u3051\u304c\u9055\u3063\u3066\u3044\u305f\uff09\n- **\u8a18\u9332\u304c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u8cea\u554f\u306e\u4e00\u89a7**\n\n**3\u3064\u76ee\u3067 `filter` \u306e\u4e2d\u8eab\u3092\u6b8b\u3059\u306e\u306f\u3001\u898b\u305b\u3066\u3088\u3044\u7bc4\u56f2\u3092\u5f8c\u304b\u3089\u78ba\u304b\u3081\u308b\u305f\u3081\u3067\u3059\u3002** \u524d\u306e\u5165\u5c45\u8005\u306e\u8a18\u9332\u304c\u51fa\u305f\u3068\u3044\u3046\u7533\u3057\u51fa\u304c\u3042\u3063\u305f\u3068\u304d\u3001**\u539f\u56e0\u304c\u7bc4\u56f2\u306e\u7d44\u307f\u65b9\u304b\u53d6\u308a\u8fbc\u307f\u306e\u8aa4\u308a\u304b\u3092\u5207\u308a\u5206\u3051\u3089\u308c\u307e\u3059\u3002** \u6700\u5f8c\u306e\u4e00\u89a7\u306f\u3001**\u8a18\u9332\u3059\u308b\u7fd2\u6163\u304c\u7121\u3044\u51fa\u6765\u4e8b**\u3092\u898b\u3064\u3051\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002","minimal_setup":"1. \u53d7\u3051\u6301\u3061\u306e\u591a\u3044\u68df\u30921\u3064\u9078\u3073\u3001\u904e\u53bb3\u5e74\u5206\u306e\u5bfe\u5fdc\u5c65\u6b74\u3092\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u66f8\u304d\u51fa\u3059\n2. \u305d\u306e\u68df\u306b\u3064\u3044\u3066\u3001\u3053\u306e1\u304b\u6708\u306b\u5b9f\u969b\u306b\u63a2\u3057\u305f\u8cea\u554f\u309220\u4ef6\u3001\u62c5\u5f53\u8005\u304b\u3089\u96c6\u3081\u308b\uff08**\u3046\u3061\u6570\u4ef6\u306f\u3001\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n3. \u5bfe\u5fdc\u5c65\u6b74\u306e\u66f8\u304d\u51fa\u3057\u3092\u3001\u624b\u5143\u306e Claude \u306e\u753b\u9762\u306b\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u6e21\u3059\n4. \u300c\u3053\u306e\u8a18\u9332\u3060\u3051\u3092\u6839\u62e0\u306b\u3001\u6b21\u306e\u8cea\u554f\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u8a18\u9332\u304c\u7121\u3044\u90e8\u5206\u306f\u300e\u8a18\u9332\u306a\u3057\u300f\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3057\u300120\u4ef6\u30921\u4ef6\u305a\u3064\u805e\u304f\n5. \u7b54\u3048\u3092\u3001\u62c5\u5f53\u8005\u304c\u5f53\u6642\u305f\u3069\u308a\u7740\u3044\u305f\u7d4c\u7def\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**20\u4ef6\u306e\u3046\u3061\u3001\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u8cea\u554f\u306b\u4f55\u3068\u7b54\u3048\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002** \u300c\u8a18\u9332\u306a\u3057\u300d\u3068\u7b54\u3048\u308c\u3070\u69cb\u6210\u306f\u6709\u52b9\u3067\u3059\u3002\u305d\u308c\u3089\u3057\u3044\u7d4c\u7def\u3092\u66f8\u3044\u305f\u306a\u3089\u3001\u6307\u793a\u306e\u66f8\u304d\u65b9\u3092\u76f4\u3057\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u7d4c\u7def\u3068\u540c\u3058\u6848\u4ef6\u306b\u305f\u3069\u308a\u7740\u3044\u305f | **\u691c\u7d22\u57fa\u76e4\u3068\u53d6\u308a\u8fbc\u307f\u306e\u8a2d\u8a08\u306b\u9032\u3080** |\n| \u540c\u3058\u51fa\u6765\u4e8b\u306e\u8a18\u9332\u3092\u5225\u306e\u6848\u4ef6\u3068\u3057\u3066\u4e26\u3079\u305f | **\u6848\u4ef6\u306e\u756a\u53f7\u3067\u307e\u3068\u3081\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002** \u672c\u683c\u69cb\u6210\u306e collapse \u304c\u52b9\u304f |\n| \u5bfe\u5fdc\u5c65\u6b74\u3060\u3051\u3067\u306f\u7d4c\u7def\u304c\u3064\u306a\u304c\u3089\u306a\u3044 | **\u5b8c\u4e86\u5831\u544a\u3068\u30e1\u30fc\u30eb\u306e\u53d6\u308a\u8fbc\u307f\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u305d\u306e\u3068\u304d\u306f\u3001\u540c\u3058\u68df\u306e\u5b8c\u4e86\u5831\u544a\u3092\u6587\u5b57\u306b\u3057\u3066\u8db3\u3057\u3001\u7b54\u3048\u304c\u3069\u3053\u307e\u3067\u5909\u308f\u308b\u304b\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002","minimal_setup_short":"1\u68df\u5206\u306e\u5bfe\u5fdc\u5c65\u6b74\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u6e21\u3057\u3001\u8cea\u554f\u3059\u308b \uff0f 1\u68df\u306e\u4e2d\u3067\u306e\u7d4c\u7def\u306e\u8aad\u307f\u53d6\u308a","semi_auto_setup":"\u4e0a\u8a18\uff0b\u5168\u7269\u4ef6\u306e\u5bfe\u5fdc\u5c65\u6b74\u3068\u5b8c\u4e86\u5831\u544a\u3092 OpenSearch \u306b\u5165\u308c\u3001\u7269\u4ef6\u30fb\u90e8\u5c4b\u3067\u7d5e\u3063\u3066\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3059\u308b \uff0f \u63a2\u3059\u4f5c\u696d\u3068\u3001\u8a18\u9332\u306e\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u30e1\u30fc\u30eb\u306e\u53d6\u308a\u8fbc\u307f\u3001\u6848\u4ef6\u756a\u53f7\u3067\u306e\u307e\u3068\u3081\u3001\u5834\u9762\u306b\u3088\u308b\u898b\u305b\u5206\u3051\u3001\u6839\u62e0\u4ed8\u304d\u306e\u7d4c\u7def\u3092 Teams \u306b\u8fd4\u3059 \uff0f \u63a2\u3059\u4f5c\u696d\u304b\u3089\u7d4c\u7def\u306e\u6574\u7406\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u68df\u3092\u307e\u305f\u3052\u307e\u305b\u3093\u3002\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002** \u534a\u81ea\u52d5\u5316\u3067\u63a2\u3059\u6642\u9593\u306f\u7e2e\u307f\u307e\u3059\u304c\u3001**\u540c\u3058\u6c34\u6f0f\u308c\u306e6\u4ef6\u306e\u8a18\u9332\u3092\u62c5\u5f53\u8005\u304c\u4e26\u3079\u76f4\u3059\u4f5c\u696d\u304c\u6b8b\u308a\u307e\u3059\u3002** \u672c\u683c\u69cb\u6210\u3067\u8aad\u307f\u5206\u3051\u3082\u81ea\u52d5\u306b\u306a\u308a\u3001**\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u6bb5\u968e\u30671\u304b\u6708\u904b\u7528\u3059\u308b\u3068\u3001\u6848\u4ef6\u306b\u7d50\u3073\u4ed8\u304b\u306a\u3044\u8a18\u9332\u306e\u6570\u3068\u3001\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u8cea\u554f\u306e\u50be\u5411\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u307f\u306e\u898f\u5247\u3092\u76f4\u3057\u3066\u304b\u3089\u7d4c\u7def\u3092\u66f8\u304b\u305b\u308b\u307b\u3046\u304c\u3001\u8aa4\u3063\u305f\u7d4c\u7def\u304c\u51fa\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u540c\u3058\u6c34\u6f0f\u308c\u304c\u4f55\u4ef6\u3082\u4e26\u3076 | \u6848\u4ef6\u306e\u756a\u53f7\u3067 collapse \u3059\u308b\u3002**\u756a\u53f7\u306e\u9805\u76ee\u306f keyword \u578b\u306b\u3059\u308b** |\n| \u5165\u5c45\u8005\u306e\u8a00\u8449\u3067\u578b\u756a\u306e\u8a18\u9332\u304c\u51fa\u306a\u3044 | \u8a00\u8449\u3068\u610f\u5473\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u306b\u3059\u308b\u3002\u578b\u756a\u306f\u8a00\u8449\u306e\u5074\u3067\u62fe\u3046 |\n| \u96fb\u8a71\u5bfe\u5fdc\u4e2d\u306b\u524d\u306e\u5165\u5c45\u8005\u306e\u8a18\u9332\u304c\u51fa\u308b | \u898b\u305b\u3066\u3088\u3044\u7bc4\u56f2\u3092 `filter` \u306b\u5165\u308c\u3001**\u5834\u9762\u306e\u65e2\u5b9a\u3092\u6700\u3082\u72ed\u3044\u3082\u306e\u306b\u3059\u308b** |\n| \u7bc4\u56f2\u306e\u6761\u4ef6\u3092\u751f\u6210AI\u306b\u7d44\u307e\u305b\u3066\u3057\u307e\u3046 | \u3044\u307e\u306e\u5951\u7d04\u306f\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5f15\u304d\u3001n8n \u304c\u7d44\u3080 |\n| \u5b8c\u4e86\u5831\u544a\u304c\u7121\u3044\u306e\u306b\u300c\u5b8c\u4e86\u300d\u3068\u66f8\u304f | \u4e88\u5b9a\u3068\u5b9f\u65bd\u3092\u5206\u3051\u308b\u7981\u6b62\u3092\u6307\u793a\u306b\u66f8\u304d\u3001`open_items` \u3092\u72ec\u7acb\u3055\u305b\u308b |\n| 0\u4ef6\u306e\u3068\u304d\u306b\u4e00\u822c\u8ad6\u3092\u66f8\u304f | 0\u4ef6\u306a\u3089\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u300c\u8a18\u9332\u306a\u3057\u300d\u3068\u8fd4\u3057\u3001\u751f\u6210AI\u3092\u547c\u3070\u306a\u3044 |\n| \u30e1\u30fc\u30eb\u306e\u5f15\u7528\u3067\u540c\u3058\u6587\u304c\u4f55\u4ef6\u3082\u5f53\u305f\u308b | \u53d6\u308a\u8fbc\u307f\u3067\u5f15\u7528\u3068\u7f72\u540d\u3092\u843d\u3068\u3059 |\n| \u96c6\u8a08\u3067\u6848\u4ef6\u306e\u6570\u304c\u5408\u308f\u306a\u3044 | collapse \u306e\u524d\u306e\u7d50\u679c\u3067\u96c6\u8a08\u3055\u308c\u308b\u3002\u4ef6\u6570\u306f2\u56de\u76ee\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u6570\u3048\u308b |\n| \u547c\u3073\u51fa\u3057\u30921\u56de\u306b\u307e\u3068\u3081\u3066400\u304c\u8fd4\u308b | citations \u3068 structured outputs \u306f\u540c\u3058\u8981\u6c42\u3067\u4f7f\u3048\u306a\u3044\u30022\u56de\u306b\u5206\u3051\u308b |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** 1\u884c\u76ee\u30682\u884c\u76ee\u306f\u4f7f\u308f\u308c\u306a\u304f\u306a\u308b\u5931\u6557\u30013\u884c\u76ee\u306f\u5165\u5c45\u8005\u3068\u306e\u4fe1\u983c\u3092\u5931\u3046\u5931\u6557\u3067\u3059\u3002**\u3069\u3061\u3089\u3082\u691c\u7d22\u57fa\u76e4\u306e\u8a2d\u5b9a\u3067\u6c7a\u307e\u308b\u306e\u3067\u3001\u751f\u6210AI\u3092\u8db3\u3059\u524d\u306b\u7247\u4ed8\u3051\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u7269\u4ef6\u3068\u90e8\u5c4b\u306e\u8a2d\u5099\u306e\u8a18\u9332\u3001\u5354\u529b\u696d\u8005\u3068\u306e\u3084\u308a\u53d6\u308a\u3001\u30aa\u30fc\u30ca\u30fc\u3068\u306e\u898b\u7a4d\u306e\u8aac\u660e\u3068\u627f\u8a8d\u3001\u305d\u3057\u3066**\u5165\u5c45\u8005\u304b\u3089\u306e\u9023\u7d61\u306e\u5185\u5bb9**\u3067\u3059\u3002\u5165\u5c45\u8005\u306e\u9023\u7d61\u306b\u306f\u3001\u9a12\u97f3\u3084\u8fd1\u96a3\u3068\u306e\u30c8\u30e9\u30d6\u30eb\u3001\u5bb6\u8cc3\u306e\u76f8\u8ac7\u306e\u3088\u3046\u306b\u3001\u672c\u4eba\u304c\u4ed6\u4eba\u306b\u77e5\u3089\u308c\u305f\u304f\u306a\u3044\u5185\u5bb9\u304c\u542b\u307e\u308c\u307e\u3059\u3002\n\n1. **\u5165\u5c45\u8005\u306b\u4ed8\u304f\u8a18\u9332\u3092\u3001\u5951\u7d04\u306e\u533a\u5207\u308a\u3067\u5206\u3051\u308b** \u2026 **\u898b\u305b\u5206\u3051\u3092\u691c\u7d22\u57fa\u76e4\u306e `filter` \u306b\u7f6e\u304d\u3001\u751f\u6210AI\u306e\u6307\u793a\u3060\u3051\u306b\u983c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n2. **\u9023\u7d61\u5148\u3092\u53d6\u308a\u8fbc\u307e\u306a\u3044** \u2026 **\u53d6\u308a\u8fbc\u307f\u306e\u6bb5\u968e\u3067\u843d\u3068\u3057\u307e\u3059**\n3. **\u7b54\u3048\u3092\u5165\u5c45\u8005\u3084\u30aa\u30fc\u30ca\u30fc\u3078\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 **\u9001\u308b\u6587\u306f\u62c5\u5f53\u8005\u304c\u66f8\u304d\u307e\u3059**\n4. **\u8cbb\u7528\u8ca0\u62c5\u3084\u904e\u5931\u306e\u5224\u65ad\u3092\u3055\u305b\u306a\u3044** \u2026 **\u5951\u7d04\u3068\u30aa\u30fc\u30ca\u30fc\u3068\u306e\u53d6\u308a\u6c7a\u3081\u306b\u57fa\u3065\u3044\u3066\u4eba\u304c\u5224\u65ad\u3057\u307e\u3059**\n5. **\u5354\u529b\u696d\u8005\u3084\u30aa\u30fc\u30ca\u30fc\u306b\u691c\u7d22\u306e\u7a93\u53e3\u3092\u958b\u304b\u306a\u3044** \u2026 **\u4f7f\u3046\u306e\u306f\u793e\u5185\u306e\u62c5\u5f53\u8005\u3060\u3051\u306b\u3057\u307e\u3059**\n6. **\u9000\u53bb\u5f8c\u306e\u8a18\u9332\u3092\u3044\u3064\u307e\u3067\u691c\u7d22\u306b\u6b8b\u3059\u304b\u3092\u6c7a\u3081\u308b** \u2026 \u90e8\u5c4b\u306b\u4ed8\u304f\u8a2d\u5099\u306e\u8a18\u9332\u306f\u9577\u304f\u5fc5\u8981\u3067\u3059\u304c\u3001**\u5165\u5c45\u8005\u306b\u4ed8\u304f\u8a18\u9332\u306f\u3001\u9000\u53bb\u5f8c\u306b\u3069\u3053\u307e\u3067\u6301\u3064\u304b\u3092\u81ea\u793e\u306e\u898f\u7a0b\u3067\u6c7a\u3081\u3001\u671f\u9650\u306e\u6765\u305f\u8a18\u9332\u306f\u7d22\u5f15\u304b\u3089\u6d88\u3057\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u7d4c\u7def\u3092\u8aa4\u3063\u3066\u4f1d\u3048\u308b\u3053\u3068\u3068\u3001\u898b\u305b\u3066\u306f\u3044\u3051\u306a\u3044\u8a18\u9332\u3092\u898b\u305b\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u6839\u62e0\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u308b\u904b\u7528\u3067\u9632\u304e\u3001\u5f8c\u8005\u306f\u691c\u7d22\u306e\u6761\u4ef6\u3067\u9632\u304e\u307e\u3059\u3002**\u5f8c\u8005\u306f\u62c5\u5f53\u8005\u306e\u6ce8\u610f\u3067\u306f\u9632\u3052\u306a\u3044\u306e\u3067\u3001\u8a2d\u8a08\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u7ba1\u7406\u6238\u6570\u304c\u6570\u5343\u6238\u3042\u308a\u3001\u4fee\u7e55\u306e\u53d7\u4ed8\u30fb\u624b\u914d\u30fb\u5b8c\u4e86\u5831\u544a\u3068\u5165\u5c45\u8005\u304b\u3089\u306e\u9023\u7d61\u306e\u8a18\u9332\u304c\u3001\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5bfe\u5fdc\u5c65\u6b74\u3001\u5354\u529b\u696d\u8005\u304b\u3089\u5c4a\u304f\u5b8c\u4e86\u5831\u544a\u306ePDF\u3001\u62c5\u5f53\u8005\u306e\u30e1\u30fc\u30eb\u306b\u5206\u304b\u308c\u3066\u6b8b\u3063\u3066\u3044\u308b\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u3002\u62c5\u5f53\u8005\u306e\u7570\u52d5\u3084\u9000\u8077\u306e\u305f\u3073\u306b\u7269\u4ef6\u306e\u7d4c\u7def\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u3001\u5165\u5c45\u8005\u304b\u3089\u300c\u524d\u306b\u3082\u8a00\u3063\u305f\u300d\u3068\u9023\u7d61\u304c\u6765\u3066\u304b\u3089\u904e\u53bb\u306e\u8a18\u9332\u3092\u63a2\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u793e\u5b85\u306e\u7ba1\u7406\u4f1a\u793e\u3084\u3001\u5ba2\u5ba4\u306e\u8a2d\u5099\u306e\u8a18\u9332\u3092\u6301\u3064\u5bbf\u6cca\u65bd\u8a2d\u306b\u3082\u5f53\u3066\u306f\u307e\u308a\u307e\u3059\u3002","not_recommended_for":"\u7ba1\u7406\u6238\u6570\u304c\u6570\u767e\u6238\u307e\u3067\u3067\u3001\u62c5\u5f53\u8005\u304c\u7269\u4ef6\u306e\u7d4c\u7def\u3092\u307b\u307c\u899a\u3048\u3066\u3044\u308b\u5834\u5408\u3002\u5bfe\u5fdc\u5c65\u6b74\u3092\u8a18\u9332\u3059\u308b\u7fd2\u6163\u304c\u306a\u304f\u3001\u691c\u7d22\u3057\u3066\u3082\u63a2\u3059\u3082\u306e\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u3002\u904e\u53bb\u306e\u8a18\u9332\u306e\u5927\u534a\u304c\u7d19\u306e\u53f0\u5e33\u3060\u3051\u306b\u3042\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u4fee\u7e55\u8cbb\u3092\u8ab0\u304c\u8ca0\u62c5\u3059\u308b\u304b\u3001\u5165\u5c45\u8005\u306e\u904e\u5931\u304b\u3069\u3046\u304b\u3068\u3044\u3063\u305f\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u63a2\u3057\u305f\u8a18\u9332\u3092\u96c6\u3081\u308b**\n\n\u53d7\u3051\u6301\u3061\u306e\u591a\u3044\u68df\u30921\u3064\u9078\u3073\u3001\u3053\u306e1\u304b\u6708\u306b\u62c5\u5f53\u8005\u304c\u904e\u53bb\u306e\u8a18\u9332\u3092\u63a2\u3057\u305f\u5834\u9762\u309220\u4ef6\u96c6\u3081\u307e\u3059\u3002**\u4f55\u3092\u63a2\u3057\u3001\u3069\u3053\u3067\u898b\u3064\u304b\u308a\u3001\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u304b\u3092\u66f8\u3044\u3066\u3082\u3089\u3044\u307e\u3059\u3002** \u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u5834\u9762\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u76ee\u6a19\u3067\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u4ef6\u3067\u8a66\u3059**\n\n\u305d\u306e\u68df\u306e\u5bfe\u5fdc\u5c65\u6b74\u3092\u66f8\u304d\u51fa\u3057\u3001\u624b\u5143\u306e Claude \u306e\u753b\u9762\u306720\u4ef6\u3092\u805e\u304d\u307e\u3059\u3002**\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u8cea\u554f\u306b\u300c\u8a18\u9332\u306a\u3057\u300d\u3068\u7b54\u3048\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5834\u9762\u3068\u898b\u305b\u3066\u3088\u3044\u7bc4\u56f2\u3092\u6c7a\u3081\u308b**\n\n\u96fb\u8a71\u5bfe\u5fdc\u4e2d\u3001\u5f15\u304d\u7d99\u304e\u3001\u9000\u53bb\u524d\u78ba\u8a8d\u306e3\u3064\u306e\u5834\u9762\u3067\u3001**\u5165\u5c45\u8005\u306b\u4ed8\u304f\u8a18\u9332\u3092\u3069\u3053\u307e\u3067\u898b\u305b\u308b\u304b\u3092\u3001\u7ba1\u7406\u90e8\u306e\u8cac\u4efb\u8005\u3068\u6c7a\u3081\u307e\u3059\u3002** \u3042\u308f\u305b\u3066\u3001\u9000\u53bb\u5f8c\u306e\u8a18\u9332\u3092\u3044\u3064\u307e\u3067\u691c\u7d22\u306b\u6b8b\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u5bfe\u5fdc\u5c65\u6b74\u3092\u691c\u7d22\u57fa\u76e4\u306b\u5165\u308c\u308b**\n\nOpenSearch \u306e\u30c9\u30e1\u30a4\u30f3\u3092 3.1 \u4ee5\u964d\u3067\u4f5c\u308a\u3001\u5168\u7269\u4ef6\u306e\u5bfe\u5fdc\u5c65\u6b74\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u5b8c\u4e86\u5831\u544a\u3068\u30e1\u30fc\u30eb\u306f\u5165\u308c\u305a\u3001\u7269\u4ef6\u30fb\u90e8\u5c4b\u3067\u7d5e\u3063\u305f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3060\u3051\u3092\u8a66\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5b8c\u4e86\u5831\u544a\u3068\u30e1\u30fc\u30eb\u306e\u53d6\u308a\u8fbc\u307f\u3068\u3001\u6848\u4ef6\u3078\u306e\u7d50\u3073\u4ed8\u3051\u3092\u8db3\u3057\u3001collapse \u3067\u307e\u3068\u3081\u307e\u3059\u3002\u7d50\u3073\u4ed8\u304b\u306a\u3044\u8a18\u9332\u306e\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u751f\u6210AI\u306b\u3088\u308b\u6839\u62e0\u4ed8\u304d\u306e\u7d4c\u7def\u3068\u3001\u5834\u9762\u306b\u3088\u308b\u898b\u305b\u5206\u3051\u3092\u8db3\u3057\u30011\u4ef612\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u8cea\u554f\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u8a18\u9332\u306e\u4ed8\u3051\u65b9\u3092\u76f4\u3057\u59cb\u3081\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0371","UC-0215","UC-0026","UC-0237"],"related_articles":[{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"},{"id":5349,"slug":"kokoku-link-zokusei","title":"\u5e83\u544a\u306e\u30ea\u30f3\u30af\u306b\u4ed8\u3051\u308b\u6307\u5b9a\u3068\u306f\uff1f\uff5c\u691c\u7d22\u306e\u8a55\u4fa1\u3092\u5b88\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Amazon OpenSearch Service \u304c OpenSearch \u306e\u30af\u30e9\u30b9\u30bf\u30fc\u3092 AWS \u4e0a\u3067\u4f5c\u308a\u3001\u904b\u7528\u3057\u3001\u62e1\u5f35\u3059\u308b\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308b\u3053\u3068\u3002\u5bfe\u5fdc\u3059\u308b OpenSearch \u306e\u7248\u304c 3.5\u30013.3\u30013.1\u30012.19 \u306a\u3069\u3067\u3042\u308a\u30013.1 \u4ee5\u964d\u306f\u6a19\u6e96\u30b5\u30dd\u30fc\u30c8\u306e\u7d42\u4e86\u304c\u767a\u8868\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3002\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u6642\u9593\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u91cf\u3067\u8ab2\u91d1\u3055\u308c\u308b\u3053\u3068\u3002\u7d22\u5f15\u30fb\u6587\u66f8\u30fb\u9805\u76ee\u306e\u5358\u4f4d\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5099\u3048\u308b\u3053\u3068 | [Amazon OpenSearch Service Developer Guide: What is Amazon OpenSearch Service?](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/what-is.html) | 2026-09-30 |\n| \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u304c\u8907\u6570\u306e\u30af\u30a8\u30ea\u306e\u30b9\u30b3\u30a2\u3092\u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u30671\u3064\u306b\u7d71\u5408\u3057\u3001\u30af\u30a8\u30ea\u306e\u53e5\u304c\u6700\u59275\u3064\u3067\u3042\u308b\u3053\u3068\u3002`filter` \u304c\u3059\u3079\u3066\u306e\u4e0b\u4f4d\u306e\u30af\u30a8\u30ea\u306b\u304b\u304b\u308a\u3001\u5358\u4e00\u306e\u30af\u30a8\u30ea\u306e\u5f62\u3067\u66f8\u304f\u3053\u3068\u3002`from` \u304c0\u3088\u308a\u5927\u304d\u3044\u3068\u304d\u306f `pagination_depth` \u304c\u5fc5\u8981\u306a\u3053\u3068 | [OpenSearch Documentation: Hybrid query](https:\/\/docs.opensearch.org\/latest\/query-dsl\/compound\/hybrid\/) | 2026-09-30 |\n| \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u304c\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3068\u610f\u5473\u306e\u691c\u7d22\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u691c\u7d22\u6642\u306b\u52d5\u304f\u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u30b9\u30b3\u30a2\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3002\u6b63\u898f\u5316\u30d7\u30ed\u30bb\u30c3\u30b5\uff08\u30b9\u30b3\u30a2\u306b\u57fa\u3065\u304f\uff09\u3068\u30b9\u30b3\u30a2\u30e9\u30f3\u30ab\u30fc\u30d7\u30ed\u30bb\u30c3\u30b5\uff08\u9806\u4f4d\u306b\u57fa\u3065\u304f RRF\uff09\u304c\u3042\u308b\u3053\u3068\u3002\u53d6\u308a\u8fbc\u307f\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e `text_embedding` \u30d7\u30ed\u30bb\u30c3\u30b5\u304c `field_map` \u3067\u6307\u5b9a\u3057\u305f\u9805\u76ee\u304b\u3089\u57cb\u3081\u8fbc\u307f\u3092\u4f5c\u308b\u3053\u3068 | [OpenSearch Documentation: Hybrid search](https:\/\/docs.opensearch.org\/latest\/vector-search\/ai-search\/hybrid-search\/index\/) | 2026-09-30 |\n| collapse \u304c 3.1 \u3067\u5c0e\u5165\u3055\u308c\u3001\u9805\u76ee\u306e\u5024\u3054\u3068\u306b\u6700\u3082\u30b9\u30b3\u30a2\u306e\u9ad8\u3044\u6587\u66f8\u3092\u8fd4\u3059\u3053\u3068\u3002\u307e\u3068\u3081\u308b\u9805\u76ee\u304c keyword \u304b\u6570\u5024\u306e\u578b\u3067\u3042\u308b\u3053\u3068\u3002\u4e26\u3079\u66ff\u3048\u30fbexplain\u30fb\u30da\u30fc\u30b8\u9001\u308a\u3068\u4f75\u7528\u3067\u304d\u308b\u3053\u3068\u3002\u96c6\u8a08\u306f\u307e\u3068\u3081\u308b\u524d\u306e\u7d50\u679c\u306b\u5bfe\u3057\u3066\u52d5\u304f\u3053\u3068 | [OpenSearch Documentation: Collapsing hybrid query results](https:\/\/docs.opensearch.org\/latest\/vector-search\/ai-search\/hybrid-search\/collapse\/) | 2026-09-30 |\n| \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u306e\u4e26\u3079\u66ff\u3048\u304c 2.16 \u3067\u5c0e\u5165\u3055\u308c\u3001\u4e26\u3079\u66ff\u3048\u3092\u6307\u5b9a\u3059\u308b\u3068\u6587\u66f8\u306e\u30b9\u30b3\u30a2\u304c `null` \u306b\u306a\u308a\u3001`_score` \u3067\u4e26\u3079\u305f\u5834\u5408\u3060\u3051\u30b9\u30b3\u30a2\u304c\u6b8b\u308b\u3053\u3068 | [OpenSearch Documentation: Using sorting with a hybrid query](https:\/\/docs.opensearch.org\/latest\/vector-search\/ai-search\/hybrid-search\/sorting\/) | 2026-09-30 |\n| citations \u3092\u6587\u66f8\u3054\u3068\u306b `citations.enabled=true` \u3067\u6709\u52b9\u306b\u3057\u3001\u8981\u6c42\u306e\u4e2d\u306e\u5168\u6587\u66f8\u3067\u6709\u52b9\u304b\u5168\u6587\u66f8\u3067\u7121\u52b9\u304b\u306e\u3069\u3061\u3089\u304b\u3067\u3042\u308b\u3053\u3068\u3002`title` \u3068 `context` \u304c\u30e2\u30c7\u30eb\u306b\u6e21\u308b\u304c\u5f15\u7528\u306e\u5bfe\u8c61\u306b\u306a\u3089\u306a\u3044\u3053\u3068\u3002`cited_text` \u304c\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u306b\u6570\u3048\u3089\u308c\u306a\u3044\u3053\u3068\u3002RAG \u306e\u65ad\u7247\u3092 plain text \u306e\u6587\u66f8\u3068\u3057\u3066\u6e21\u305b\u308b\u3053\u3068\u3002citations \u3068 structured outputs \u3092\u540c\u3058\u8981\u6c42\u3067\u4f7f\u3046\u3068400\u306e\u30a8\u30e9\u30fc\u306b\u306a\u308b\u3053\u3068 | [Anthropic Docs: Citations](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/citations) | 2026-09-30 |\n| structured outputs \u304c `output_config.format` \u306b `json_schema` \u306e\u5f62\u3067\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3057\u3066\u4f7f\u3044\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3046\u5fdc\u7b54\u3092\u8fd4\u3059\u3053\u3068 | [Anthropic Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-09-30 |\n\n**\u4fee\u7e55\u8cbb\u306e\u8ca0\u62c5\u3084\u5165\u5c45\u8005\u306e\u904e\u5931\u306b\u3064\u3044\u3066\u306e\u5224\u65ad\u306f\u3001\u5951\u7d04\u3068\u30aa\u30fc\u30ca\u30fc\u3068\u306e\u53d6\u308a\u6c7a\u3081\u306b\u57fa\u3065\u3044\u3066\u3001\u62c5\u5f53\u8005\u3068\u8cac\u4efb\u8005\u304c\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u4e0a\u8a18\u306e\u516c\u958b\u60c5\u5831\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[123,122,124],"uc_ai_service":[127,132],"uc_automation":[134,135,133],"uc_industry":[37,20,32],"uc_department":[40],"uc_task":[57,63],"uc_issue":[70,77,68],"uc_effect":[82,80,81],"uc_ai_function":[90],"class_list":["post-14088","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-chatgpt","uc_ai_model-claude","uc_ai_model-gemini","uc_ai_service-azure-ai","uc_ai_service-opensearch","uc_automation-make","uc_automation-n8n","uc_automation-power-automate","uc_industry-other","uc_industry-real-estate","uc_industry-hotel","uc_department-customer-support","uc_task-information-search","uc_task-summarization","uc_issue-person-dependent","uc_issue-poor-handover","uc_issue-cannot-find-info","uc_effect-faster-response","uc_effect-deskilling","uc_effect-faster-search","uc_ai_function-rag"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14088","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14088\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=14088"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=14088"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=14088"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=14088"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=14088"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=14088"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=14088"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=14088"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=14088"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=14088"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}