{"id":12726,"date":"2026-09-25T09:19:23","date_gmt":"2026-09-25T00:19:23","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/admissions-inquiry-chat\/"},"modified":"2026-09-25T09:19:23","modified_gmt":"2026-09-25T00:19:23","slug":"admissions-inquiry-chat","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/admissions-inquiry-chat\/","title":{"rendered":"\u53d7\u9a13\u751f\u3068\u4fdd\u8b77\u8005\u304b\u3089\u306e\u5165\u8a66\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u3001\u52df\u96c6\u8981\u9805\u3092\u6839\u62e0\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u4e00\u6b21\u56de\u7b54\u3059\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u53d7\u9a13\u751f\u3068\u4fdd\u8b77\u8005\u304b\u3089\u5c4a\u304f\u5165\u8a66\u65e5\u7a0b\u30fb\u51fa\u9858\u8cc7\u683c\u30fb\u5b66\u8cbb\u30fb\u5968\u5b66\u91d1\u30fb\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u306e\u8cea\u554f\u306b\u3001\u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u306e\u52df\u96c6\u8981\u9805\u3068FAQ\u3092\u6839\u62e0\u306bWeb\u30c1\u30e3\u30c3\u30c8\u3067\u4e00\u6b21\u56de\u7b54\u3057\u307e\u3059\u3002\u6839\u62e0\u304c\u7121\u3044\u8cea\u554f\u3068\u3001\u5408\u5426\u3084\u6210\u7e3e\u306b\u95a2\u308f\u308b\u8cea\u554f\u306f\u8077\u54e1\u3078\u56de\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0233","platform_main":"Azure AI","publish_date":"","last_updated":"2026-09-25","tech_verified_date":"2026-09-25","trigger":"**\u53d7\u9a13\u751f\u304c\u30c1\u30e3\u30c3\u30c8\u306b\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u4fe1\u3057\u305f\u3068\u304d\u306b\u52d5\u304d\u307e\u3059\u3002** 1\u901a\u3054\u3068\u306b\u3001\u5e74\u5ea6\u53f0\u5e33\u306e\u8aad\u307f\u8fbc\u307f\u3001\u691c\u7d22\u3001\u56de\u7b54\u751f\u6210\u3001\u7167\u5408\u307e\u3067\u3092\u884c\u3044\u3001\u305d\u306e\u5834\u3067\u8fd4\u3057\u307e\u3059\u3002\u591c\u9593\u3068\u9031\u672b\u306e\u8cea\u554f\u306b\u7fcc\u55b6\u696d\u65e5\u307e\u3067\u5f85\u305f\u305b\u306a\u3044\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u52b9\u679c\u306e\u534a\u5206\u3067\u3059\u3002\n\n**\u6587\u66f8\u5074\u306e\u66f4\u65b0\u306b\u306f\u5225\u306e\u304d\u3063\u304b\u3051\u3092\u7f6e\u304d\u307e\u3059\u3002** \u52df\u96c6\u8981\u9805\u3084FAQ\u3092\u5dee\u3057\u66ff\u3048\u305f\u3089\u3001\u62c5\u5f53\u8005\u304c\u5e74\u5ea6\u53f0\u5e33\u3092\u66f4\u65b0\u3057\u3001\u305d\u308c\u3092\u5408\u56f3\u306b\u691c\u7d22\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\uff08\u691c\u7d22\u7528\u306b\u6574\u7406\u3057\u305f\u6587\u66f8\u306e\u7d22\u5f15\uff09\u3092\u4f5c\u308a\u76f4\u3057\u307e\u3059\u3002**\u53f0\u5e33\u3068\u7d22\u5f15\u304c\u98df\u3044\u9055\u3046\u6642\u9593\u3092\u3064\u304f\u3089\u306a\u3044\u305f\u3081\u30012\u3064\u306f\u540c\u3058\u624b\u9806\u306e\u4e2d\u3067\u884c\u3044\u307e\u3059\u3002** \u30d5\u30a9\u30ed\u30fc\u5019\u88dc\u306e\u4e00\u89a7\u306f\u3001\u6bce\u9031\u6708\u66dc\u306e\u671d\u306b\u524d\u9031\u306e\u4f1a\u8a71\u8a18\u9332\u304b\u3089\u4f5c\u308a\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f\u3068\u4f1a\u8a71\u5c65\u6b74 | \u53d7\u9a13\u751f\u306e\u8cea\u554f\u6587\u3001\u540c\u3058\u4f1a\u8a71\u306e\u76f4\u524d\u6570\u5f80\u5fa9 | \u30c1\u30e3\u30c3\u30c8\u753b\u9762 |\n| \u5e74\u5ea6\u53f0\u5e33 | \u6587\u66f8\u306e\u7a2e\u985e\u3054\u3068\u306e\u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u3001\u516c\u8868\u306e\u72b6\u614b\uff08\u516c\u8868\u6e08\u307f\u30fb\u516c\u8868\u524d\uff09\u3001\u6b21\u306e\u5e74\u5ea6\u306e\u516c\u8868\u4e88\u5b9a\u6642\u671f | \u5e83\u5831\u5ba4\u304c\u7ba1\u7406\u3059\u308b\u8868 |\n| \u52df\u96c6\u8981\u9805 | \u5165\u8a66\u533a\u5206\u30fb\u5b66\u79d1\u3054\u3068\u306e\u65e5\u7a0b\u3001\u52df\u96c6\u4eba\u54e1\u3001\u51fa\u9858\u8cc7\u683c\u3001\u691c\u5b9a\u6599\u3001\u8a66\u9a13\u79d1\u76ee | \u691c\u7d22\u57fa\u76e4\u306e\u7d22\u5f15 |\n| \u5b66\u8cbb\u30fb\u5968\u5b66\u91d1\u306e\u6848\u5185 | \u5165\u5b66\u5e74\u5ea6\u3054\u3068\u306e\u7d0d\u5165\u91d1\u3001\u5206\u7d0d\u306e\u53ef\u5426\u3001\u5165\u5b66\u524d\u306b\u4e88\u7d04\u3059\u308b\u5968\u5b66\u91d1 | \u691c\u7d22\u57fa\u76e4\u306e\u7d22\u5f15 |\n| FAQ\u30fb\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u6848\u5185 | \u5e83\u5831\u5ba4\u304c\u4f5c\u3063\u305f\u8cea\u554f\u3068\u56de\u7b54\u3001\u958b\u50ac\u65e5\u7a0b\u3068\u7533\u8fbc\u65b9\u6cd5 | \u691c\u7d22\u57fa\u76e4\u306e\u7d22\u5f15 |\n| \u53d7\u4ed8\u756a\u53f7 | \u8cc7\u6599\u8acb\u6c42\u30fb\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u7533\u8fbc\u8005\u306e\u756a\u53f7\uff08\u540c\u610f\u3057\u305f\u4eba\u306e\u307f\uff09 | \u7533\u8fbc\u5b8c\u4e86\u30e1\u30fc\u30eb\u306e\u30ea\u30f3\u30af |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u5e74\u5ea6\u53f0\u5e33\u3067\u3059\u3002** 9\u6708\u6642\u70b9\u3067\u306f\u3001\u52df\u96c6\u8981\u9805\u3068\u5b66\u8cbb\u306f\u300c2027\u5e74\u5ea6\u5165\u8a66\u30fb2027\u5e74\u5ea6\u5165\u5b66\u8005\u300d\u304c\u53d7\u4ed8\u4e2d\u3001\u5b66\u751f\u4fbf\u89a7\u306f\u5728\u5b66\u751f\u5411\u3051\u306e\u300c2026\u5e74\u5ea6\u300d\u3067\u3059\u3002**\u6587\u66f8\u306b\u3088\u3063\u3066\u6b63\u3057\u3044\u5e74\u5ea6\u304c\u9055\u3046\u3053\u3068\u3092\u3001\u4eba\u306e\u8a18\u61b6\u3067\u306f\u306a\u304f\u8868\u306b\u6301\u305f\u305b\u307e\u3059\u3002**\n\n**\u5b66\u751f\u4fbf\u89a7\u306f\u3001\u53d7\u9a13\u751f\u3078\u306e\u56de\u7b54\u306e\u6839\u62e0\u304b\u3089\u5916\u3057\u307e\u3059\u3002** \u5968\u5b66\u91d1\u306e\u540d\u524d\u304c\u4f3c\u3066\u3044\u308b\u3060\u3051\u3067\u5165\u5b66\u524d\u306e\u5236\u5ea6\u3068\u53d6\u308a\u9055\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u5b66\u751f\u751f\u6d3b\u306e\u8cea\u554f\u306b\u306f\u3001\u53d7\u9a13\u751f\u5411\u3051\u306b\u66f8\u304d\u76f4\u3057\u305fFAQ\u3067\u7b54\u3048\u307e\u3059\u3002","data_source":"**\u7d22\u5f15\u306b\u5165\u308c\u308b\u6587\u66f8\u306f\u30011\u7bc0\u3054\u3068\u306b\u6b21\u306e\u9805\u76ee\u3092\u6301\u305f\u305b\u307e\u3059\u3002** Azure AI Search \u306fJSON\u5f62\u5f0f\u306e\u6587\u66f8\u306b\u5bfe\u3057\u3066\u306e\u307f\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001PDF\u3084Web\u30da\u30fc\u30b8\u306f\u7bc0\u3054\u3068\u306b\u5206\u3051\u3066JSON\u306b\u3057\u3066\u304b\u3089\u5165\u308c\u307e\u3059\u3002\n\n| \u9805\u76ee | \u4e2d\u8eab | \u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| `doc_type` | `guideline`\uff08\u52df\u96c6\u8981\u9805\uff09\uff0f`tuition`\uff08\u5b66\u8cbb\u30fb\u5968\u5b66\u91d1\uff09\uff0f`faq`\uff0f`open_campus` | \u4f7f\u3046 |\n| `target_year` | \u5165\u8a66\u5e74\u5ea6\u307e\u305f\u306f\u5165\u5b66\u5e74\u5ea6\uff08\u4f8b `\"2027\"`\uff09 | \u4f7f\u3046 |\n| `year_status` | `current`\uff0f`previous`\uff0f`archived` | \u4f7f\u3046 |\n| `exam_category` | \u5165\u8a66\u533a\u5206 | \u4f7f\u3046 |\n| `department` | \u5b66\u79d1 | \u4f7f\u3046 |\n| `content` | \u672c\u6587 | \u4f7f\u308f\u306a\u3044\uff08\u5168\u6587\u691c\u7d22\u3068\u30d9\u30af\u30bf\u30fc\u306e\u5bfe\u8c61\uff09 |\n| `source_url` | \u516c\u958b\u30da\u30fc\u30b8\u307e\u305f\u306fPDF\u306e\u5834\u6240\u3068\u30da\u30fc\u30b8 | \u4f7f\u308f\u306a\u3044 |\n\n**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u7d22\u5f15\u3092\u4f5c\u308b\u6700\u521d\u306e\u6642\u70b9\u3067\u6c7a\u3081\u307e\u3059\u3002** \u516c\u5f0f\u306e\u89e3\u8aac\u3067\u306f\u3001\u65e2\u5b58\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5f8c\u304b\u3089\u7d5e\u308a\u8fbc\u307f\u53ef\u80fd\u306b\u5909\u66f4\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u305a\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u8ffd\u52a0\u304b\u7d22\u5f15\u306e\u4f5c\u308a\u76f4\u3057\u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u5024\u306e\u66f8\u304d\u65b9\u3082\u56fa\u5b9a\u3057\u307e\u3059\u3002** \u30c6\u30ad\u30b9\u30c8\u306e\u30d5\u30a3\u30eb\u30bf\u30fc\u306f\u5b8c\u5168\u4e00\u81f4\u306e\u307f\u3067\u3001\u5927\u6587\u5b57\u3068\u5c0f\u6587\u5b57\u3082\u533a\u5225\u3055\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002`\"2027\"` \u3068 `\"\u4ee4\u548c9\u5e74\u5ea6\"` \u304c\u6df7\u3056\u308b\u3068\u3001\u540c\u3058\u5e74\u5ea6\u306e\u6587\u66f8\u304c\u7d5e\u308a\u8fbc\u307f\u304b\u3089\u843d\u3061\u307e\u3059\u3002**\u5e74\u5ea6\u306f\u897f\u66a64\u6841\u306e\u6587\u5b57\u5217\u3060\u3051**\u3068\u6c7a\u3081\u307e\u3059\u3002\n\n\u691c\u7d22\u6642\u306b\u306f\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u304c\u5e74\u5ea6\u53f0\u5e33\u304b\u3089\u6b21\u306e\u3088\u3046\u306a\u7d5e\u308a\u8fbc\u307f\u6761\u4ef6\u3092\u4f5c\u3063\u3066\u691c\u7d22\u8981\u6c42\u306b\u4ed8\u3051\u307e\u3059\u3002\n\n```\nyear_status eq 'current' and search.in(doc_type, 'guideline,tuition,faq,open_campus', ',')\n```\n\n`search.in` \u306f\u3001\u533a\u5207\u3063\u305f\u6587\u5b57\u5217\u306e\u4e00\u89a7\u3068\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u7167\u5408\u3059\u308b\u95a2\u6570\u3067\u3059\u3002**\u6761\u4ef6\u306f\u751f\u6210AI\u306b\u4f5c\u3089\u305b\u305a\u3001\u53f0\u5e33\u306e\u5024\u304b\u3089\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u4f1a\u8a71\u304b\u3089\u4f5c\u3089\u305b\u308b\u3068\u3001\u300c\u53bb\u5e74\u306e\u8981\u9805\u3067\u306f\u300d\u3068\u66f8\u304b\u308c\u305f\u3060\u3051\u3067\u524d\u5e74\u5ea6\u304c\u5bfe\u8c61\u306b\u5165\u308a\u307e\u3059\u3002\n\n\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u306e\u8981\u6c42\u3067\u306f\u3001\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u30af\u30a8\u30ea\u51e6\u7406\u306e\u958b\u59cb\u6642\u3068\u7d42\u4e86\u6642\u306e\u3069\u3061\u3089\u3067\u9069\u7528\u3059\u308b\u304b\u3092 `vectorFilterMode` \u3067\u9078\u3079\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u306f\u958b\u59cb\u6642\u306b\u9069\u7528\u3059\u308b\u5074\u3092\u9078\u3073\u307e\u3059\u3002** \u7d42\u4e86\u6642\u306b\u9069\u7528\u3059\u308b\u3068\u3001\u524d\u5e74\u5ea6\u306e\u7bc0\u3067\u4e0a\u4f4d\u304c\u57cb\u307e\u308a\u3001\u7d5e\u308a\u8fbc\u3093\u3060\u5f8c\u306b\u5019\u88dc\u304c\u307b\u3068\u3093\u3069\u6b8b\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002","preprocessing":"1. **\u7bc0\u3054\u3068\u306b\u5206\u3051\u308b** \u2026 \u52df\u96c6\u8981\u9805\u306f\u5165\u8a66\u533a\u5206\u3068\u5b66\u79d1\u306e\u898b\u51fa\u3057\u3067\u5206\u3051\u307e\u3059\u3002\u6df7\u305c\u308b\u3068\u96a3\u306e\u533a\u5206\u306e\u65e5\u7a0b\u3068\u53d6\u308a\u9055\u3048\u307e\u3059\n2. **\u8868\u3092\u6587\u7ae0\u306b\u76f4\u3059** \u2026 \u5b66\u8cbb\u306e\u8868\u306f\u300c2027\u5e74\u5ea6\u5165\u5b66\u8005\u3000\u770b\u8b77\u5b66\u79d1\u3000\u521d\u5e74\u5ea6\u7d0d\u5165\u91d1\u3000\u25cb\u5186\u300d\u306e\u3088\u3046\u306b1\u884c\u305a\u3064\u6587\u7ae0\u306b\u3057\u307e\u3059\n3. **\u672c\u6587\u306b\u3082\u5e74\u5ea6\u3092\u66f8\u304d\u8fbc\u3080** \u2026 \u5404\u7bc0\u306e\u5148\u982d\u306b\u300c2027\u5e74\u5ea6\u5165\u8a66\u3000\u4e00\u822c\u9078\u629c\u300d\u306e\u3088\u3046\u306a1\u884c\u3092\u8db3\u3057\u307e\u3059\u3002\u9805\u76ee\u3068\u3057\u3066\u306e `target_year` \u3068\u306f\u5225\u306b\u3001**\u751f\u6210AI\u304c\u8aad\u3080\u672c\u6587\u305d\u306e\u3082\u306e\u306b\u5e74\u5ea6\u3092\u6b8b\u3059**\u305f\u3081\u3067\u3059\n4. **\u548c\u66a6\u3092\u897f\u66a6\u306b\u76f4\u3059** \u2026 \u300c\u4ee4\u548c9\u5e742\u67081\u65e5\u300d\u306f\u300c2027\u5e742\u67081\u65e5\u300d\u3068\u3057\u3001\u5143\u306e\u8868\u8a18\u3082\u62ec\u5f27\u3067\u6b8b\u3057\u307e\u3059\n5. **\u524d\u5e74\u5ea6\u306e\u7bc0\u306e\u6271\u3044\u3092\u5909\u3048\u308b** \u2026 \u65b0\u3057\u3044\u8981\u9805\u3092\u5165\u308c\u305f\u3089\u3001\u524d\u5e74\u5ea6\u306e\u7bc0\u3092 `previous` \u306b\u66f8\u304d\u63db\u3048\u307e\u3059\u3002\u524d\u5e74\u5ea6\u306e\u500d\u7387\u3092\u805e\u304b\u308c\u308b\u5834\u9762\u304c\u3042\u308b\u305f\u3081\u3001**\u524a\u9664\u306f\u3057\u307e\u305b\u3093**\n6. **\u8cea\u554f\u6587\u306e\u500b\u4eba\u60c5\u5831\u3092\u4f0f\u305b\u308b** \u2026 \u6c0f\u540d\u3001\u96fb\u8a71\u756a\u53f7\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u9ad8\u6821\u540d\u3092\u4f0f\u305b\u5b57\u306b\u3057\u3066\u304b\u3089\u691c\u7d22\u3068\u751f\u6210\u306b\u6e21\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u7bc0\u306e\u672c\u6587\u306b\u5e74\u5ea6\u304c\u7121\u3051\u308c\u3070\u3001\u751f\u6210AI\u306f\u56de\u7b54\u6587\u306b\u5e74\u5ea6\u3092\u66f8\u3051\u305a\u3001**\u8aad\u307f\u624b\u306f\u4eca\u5e74\u306e\u3053\u3068\u304b\u53bb\u5e74\u306e\u3053\u3068\u304b\u3092\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u6e21\u3055\u308c\u305f\u7bc0\u3060\u3051\u3092\u6839\u62e0\u306b\u56de\u7b54\u6587\u3092\u66f8\u304f\u3053\u3068\u3001\u6839\u62e0\u306e\u756a\u53f7\u3068\u5f15\u7528\u3092\u6dfb\u3048\u308b\u3053\u3068\u3001\u7b54\u3048\u3089\u308c\u306a\u3044\u3068\u304d\u306b\u305d\u306e\u7406\u7531\u3092\u5206\u985e\u3059\u308b\u3053\u3068\u3001\u8cea\u554f\u306e\u8a71\u984c\u30921\u3064\u4ed8\u3051\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u3055\u305b\u308b\u3053\u3068 | \u8077\u54e1\u3078\u56de\u3059\u6761\u4ef6 |\n|:--|:--|:--|\n| \u5165\u8a66\u65e5\u7a0b\u30fb\u52df\u96c6\u4eba\u54e1\u30fb\u691c\u5b9a\u6599 | \u7bc0\u306b\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3068\u91d1\u984d\u3092\u305d\u306e\u307e\u307e\u793a\u3059 | \u8a72\u5f53\u3059\u308b\u533a\u5206\u30fb\u5b66\u79d1\u306e\u7bc0\u304c\u7121\u3044 |\n| \u51fa\u9858\u8cc7\u683c | \u8981\u9805\u306b\u66f8\u304b\u308c\u305f\u57fa\u6e96\u3092\u793a\u3059 | \u672c\u4eba\u306e\u8a55\u5b9a\u3084\u8cc7\u683c\u3067\u51fa\u9858\u3067\u304d\u308b\u304b\u306e\u5224\u65ad\u3092\u6c42\u3081\u3089\u308c\u305f |\n| \u5b66\u8cbb\u30fb\u5206\u7d0d | \u5165\u5b66\u5e74\u5ea6\u3092\u660e\u793a\u3057\u3066\u91d1\u984d\u3092\u793a\u3059 | \u5bb6\u8a08\u306e\u4e8b\u60c5\u306b\u8e0f\u307f\u8fbc\u3093\u3060\u76f8\u8ac7 |\n| \u5968\u5b66\u91d1 | \u5165\u5b66\u524d\u306b\u4e88\u7d04\u3059\u308b\u5236\u5ea6\u306e\u6761\u4ef6\u3092\u793a\u3059 | \u63a1\u7528\u3055\u308c\u308b\u898b\u8fbc\u307f\u3092\u805e\u304b\u308c\u305f |\n| \u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9 | \u65e5\u7a0b\u3068\u7533\u8fbc\u65b9\u6cd5\u3092\u793a\u3059 | \u5b9a\u54e1\u306b\u7a7a\u304d\u304c\u3042\u308b\u304b\u306a\u3069\u3001\u305d\u306e\u6642\u70b9\u306e\u72b6\u6cc1 |\n| \u5408\u5426\u30fb\u6210\u7e3e\u30fb\u53d7\u9a13\u4e0a\u306e\u914d\u616e | \u7b54\u3048\u306a\u3044 | \u5e38\u306b\u8077\u54e1\u3078 |\n\n**\u53f3\u7aef\u306e\u5217\u304c\u3001\u7b54\u3048\u306a\u3044\u3053\u3068\u306e\u7dda\u5f15\u304d\u3067\u3059\u3002** \u300c\u8a55\u5b9a\u5e73\u57473.4\u3067\u3059\u304c\u51fa\u9858\u3067\u304d\u307e\u3059\u304b\u300d\u306b\u306f\u3001\u8981\u9805\u306e\u57fa\u6e96\u306f\u793a\u305b\u3066\u3082\u3001**\u672c\u4eba\u304c\u6e80\u305f\u3057\u3066\u3044\u308b\u304b\u306e\u5224\u5b9a\u306f\u8077\u54e1\u304c\u9ad8\u6821\u306e\u66f8\u985e\u3092\u898b\u3066\u884c\u3044\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u524d\u5e74\u5ea6\u306e\u60c5\u5831\u3092\u4eca\u5e74\u5ea6\u3068\u3057\u3066\u7b54\u3048\u308b | \u7de0\u5207\u3084\u91d1\u984d\u304c1\u5e74\u305a\u308c\u308b\u3068\u3001\u51fa\u9858\u306b\u76f4\u63a5\u3072\u3073\u304f |\n| \u516c\u8868\u524d\u306e\u5e74\u5ea6\u306e\u65e5\u7a0b\u3092\u63a8\u6e2c\u3059\u308b | \u300c\u4f8b\u5e74\u3069\u304a\u308a\u306a\u3089\u300d\u304c\u78ba\u5b9a\u60c5\u5831\u3068\u3057\u3066\u8aad\u307e\u308c\u308b |\n| \u5408\u683c\u306e\u53ef\u80fd\u6027\u306e\u4e88\u6e2c\u3001\u51fa\u9858\u8cc7\u683c\u306e\u5224\u5b9a | \u5927\u5b66\u3068\u3057\u3066\u8cac\u4efb\u3092\u6301\u3066\u306a\u3044 |\n| \u6e21\u3055\u308c\u305f\u7bc0\u306b\u7121\u3044\u60c5\u5831\u306e\u88dc\u8db3 | \u4e00\u822c\u7684\u306a\u77e5\u8b58\u3067\u306f\u3001\u3053\u306e\u5927\u5b66\u306e\u5236\u5ea6\u3068\u305a\u308c\u308b |\n\n**\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u306e\u306f2\u884c\u76ee\u3067\u3059\u3002** \u65b0\u3057\u3044\u8981\u9805\u306e\u516c\u8868\u524d\u306e\u6625\u5148\u306b\u306f\u3001\u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u306e\u6587\u66f8\u304c\u307e\u3060\u3042\u308a\u307e\u305b\u3093\u3002**\u4efb\u305b\u308b\u3068\u3001\u524d\u5e74\u5ea6\u306e\u65e5\u7a0b\u304b\u3089\u300c\u4f8b\u5e741\u6708\u4e2d\u65ec\u3067\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002** \u53f0\u5e33\u3067\u516c\u8868\u524d\u3068\u5206\u304b\u3063\u3066\u3044\u308b\u7a2e\u985e\u306b\u3064\u3044\u3066\u306f\u3001\u56de\u7b54\u3092\u4f5c\u3089\u305b\u307e\u305b\u3093\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u25cb\u25cb\u5927\u5b66\u5165\u8a66\u5e83\u5831\u5ba4\u306e\u554f\u3044\u5408\u308f\u305b\u7a93\u53e3\u3067\u3059\u3002\u53d7\u9a13\u751f\u3068\u305d\u306e\u4fdd\u8b77\u8005\u306b\u3001\n\u4e0b\u306e\u3010\u6839\u62e0\u306e\u7bc0\u3011\u3060\u3051\u3092\u4f7f\u3063\u3066\u65e5\u672c\u8a9e\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4eca\u56de\u306e\u56de\u7b54\u3067\u6709\u52b9\u306a\u5e74\u5ea6\u3011\n{registry}\n\uff08\u4f8b: \u52df\u96c6\u8981\u9805=2027\u5e74\u5ea6\u5165\u8a66\uff08\u516c\u8868\u6e08\u307f\uff09\u3001\u5b66\u8cbb=2027\u5e74\u5ea6\u5165\u5b66\u8005\uff08\u516c\u8868\u6e08\u307f\uff09\u3001\n      \u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9=2026\u5e74\u5ea6\u5b9f\u65bd\u5206\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6839\u62e0\u306e\u7bc0\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u306f\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u4e00\u822c\u7684\u306a\u5927\u5b66\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u30fb\u91d1\u984d\u30fb\u52df\u96c6\u4eba\u54e1\u306f\u3001\u6839\u62e0\u306e\u7bc0\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8a08\u7b97\u3057\u305f\u308a\u3001\u8a00\u3044\u63db\u3048\u305f\u308a\u3001\u56db\u6368\u4e94\u5165\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u56de\u7b54\u306b\u306f\u5fc5\u305a\u5e74\u5ea6\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\uff08\u4f8b\u300c2027\u5e74\u5ea6\u5165\u8a66\u306e\u4e00\u822c\u9078\u629c\u3067\u306f\u300d\uff09\u3002\n- \u8cea\u554f\u8005\u304c\u300c\u53bb\u5e74\u300d\u300c\u524d\u56de\u300d\u306e\u60c5\u5831\u3092\u66f8\u3044\u3066\u304d\u3066\u3082\u3001\u305d\u308c\u3092\u6839\u62e0\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u6839\u62e0\u306f\u3010\u6839\u62e0\u306e\u7bc0\u3011\u3060\u3051\u3067\u3059\u3002\n- \u6709\u52b9\u306a\u5e74\u5ea6\u304c\u300c\u516c\u8868\u524d\u300d\u306e\u6587\u66f8\u306b\u3064\u3044\u3066\u805e\u304b\u308c\u305f\u3089\u3001\u65e5\u7a0b\u3084\u91d1\u984d\u3092\u63a8\u6e2c\u305b\u305a\u3001\n  turn_type \u3092 handoff\u3001handoff_reason \u3092 year_unpublished \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6b21\u306e\u8cea\u554f\u306b\u306f\u7b54\u3048\u305a\u3001turn_type \u3092 handoff \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5408\u5426\u30fb\u5408\u683c\u306e\u53ef\u80fd\u6027\u30fb\u500d\u7387\u304b\u3089\u306e\u4e88\u6e2c\uff0f\u672c\u4eba\u304c\u51fa\u9858\u8cc7\u683c\u3092\u6e80\u305f\u3059\u304b\u306e\u5224\u5b9a\uff0f\n  \u6210\u7e3e\u30fb\u8a55\u5b9a\u306e\u500b\u5225\u306e\u8a55\u4fa1\uff0f\u5968\u5b66\u91d1\u306e\u63a1\u5426\u306e\u898b\u8fbc\u307f\uff0f\u53d7\u9a13\u4e0a\u306e\u914d\u616e\u30fb\u5065\u5eb7\u306b\u95a2\u308f\u308b\u76f8\u8ac7\uff0f\n  \u82e6\u60c5\n- \u5165\u8a66\u533a\u5206\u3084\u5b66\u79d1\u304c\u5206\u304b\u3089\u305a\u7b54\u3048\u304c\u6c7a\u307e\u3089\u306a\u3044\u3068\u304d\u306f\u3001turn_type \u3092 clarify \u306b\u3057\u3066\u3001\n  \u3069\u306e\u533a\u5206\u30fb\u5b66\u79d1\u304b\u30921\u3064\u3060\u3051\u805e\u304d\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- citations \u306b\u306f\u3001\u4f7f\u3063\u305f\u7bc0\u306e chunk_id \u3068\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u75c5\u540d\u3084\u5bb6\u5ead\u306e\u4e8b\u60c5\u306a\u3069\u3001\u7b54\u3048\u308b\u306e\u306b\u4e0d\u8981\u306a\u500b\u4eba\u7684\u306a\u5185\u5bb9\u306f\u56de\u7b54\u6587\u3067\u7e70\u308a\u8fd4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6839\u62e0\u306e\u7bc0\u3011\n{chunks}\n\n\u3010\u4f1a\u8a71\u306e\u76f4\u524d\u306e\u6d41\u308c\u3011\n{history}\n\n\u3010\u8cea\u554f\u3011\n{question}\n```\n\n**\u300c\u8cea\u554f\u8005\u304c\u66f8\u3044\u305f\u524d\u5e74\u5ea6\u306e\u60c5\u5831\u3092\u6839\u62e0\u306b\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u4f1a\u8a71\u306b\u5f15\u304d\u305a\u3089\u308c\u307e\u3059\u3002** \u4fdd\u8b77\u8005\u304c\u300c\u53bb\u5e74\u306f1\u67088\u65e5\u304b\u3089\u3067\u3057\u305f\u3088\u306d\u300d\u3068\u66f8\u3051\u3070\u3001\u4eca\u5e74\u5ea6\u306e\u7bc0\u3068\u98df\u3044\u9055\u3063\u3066\u3082\u300c1\u67088\u65e5\u304b\u3089\u300d\u306b\u5bc4\u305b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u300c\u8a08\u7b97\u3057\u306a\u3044\u300d\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u300c4\u5e74\u9593\u3067\u3044\u304f\u3089\u3067\u3059\u304b\u300d\u3068\u805e\u304b\u308c\u308b\u3068\u8db3\u3057\u7b97\u3092\u3057\u3066\u7b54\u3048\u307e\u3059\u3002**\u8a08\u7b97\u304c\u5408\u3063\u3066\u3044\u3066\u3082\u3001\u8981\u9805\u306b\u7121\u3044\u6570\u5b57\u306f\u5f8c\u6bb5\u306e\u7167\u5408\u3092\u901a\u308a\u307e\u305b\u3093\u3002** \u5e74\u3054\u3068\u306e\u91d1\u984d\u3092\u4e26\u3079\u3066\u793a\u3059\u3060\u3051\u306b\u3057\u307e\u3059\u3002","output_data":"**\u6b21\u306eJSON\u30b9\u30ad\u30fc\u30de\u3092\u69cb\u9020\u5316\u51fa\u529b\u306b\u6307\u5b9a\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"type\": \"object\",\n  \"properties\": {\n    \"turn_type\": { \"type\": \"string\", \"enum\": [\"answer\", \"clarify\", \"handoff\"] },\n    \"topic\": { \"type\": \"string\",\n      \"enum\": [\"exam_schedule\", \"eligibility\", \"exam_fee\", \"tuition\",\n               \"scholarship\", \"open_campus\", \"campus_life\", \"other\"] },\n    \"answer_year\": { \"type\": [\"string\", \"null\"] },\n    \"answer_text\": { \"type\": \"string\" },\n    \"citations\": { \"type\": \"array\", \"items\": {\n      \"type\": \"object\",\n      \"properties\": {\n        \"chunk_id\": { \"type\": \"string\" },\n        \"quote\": { \"type\": \"string\" }\n      },\n      \"required\": [\"chunk_id\", \"quote\"],\n      \"additionalProperties\": false } },\n    \"handoff_reason\": { \"type\": [\"string\", \"null\"],\n      \"enum\": [\"no_evidence\", \"year_unpublished\", \"result_related\",\n               \"personal_eligibility\", \"scholarship_outcome\",\n               \"accommodation\", \"complaint\", null] },\n    \"clarify_question\": { \"type\": [\"string\", \"null\"] }\n  },\n  \"required\": [\"turn_type\", \"topic\", \"answer_year\", \"answer_text\",\n               \"citations\", \"handoff_reason\", \"clarify_question\"],\n  \"additionalProperties\": false\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u5f62\u304c\u5d29\u308c\u306a\u3044\u3053\u3068\u3067\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306f\u6307\u5b9a\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u308b\u6a5f\u80fd\u3067\u3001\u53b3\u5bc6\u306a\u6e96\u62e0\u304c\u3067\u304d\u306a\u304b\u3063\u305f\u4ee5\u524d\u306eJSON\u30e2\u30fc\u30c9\u3068\u306f\u5bfe\u7167\u7684\u3060\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5fc5\u9808\u306b\u3057\u3001`additionalProperties: false` \u3092\u8a2d\u5b9a\u3059\u308b**\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u308b\u305f\u3081\u3001\u7701\u7565\u3057\u305f\u3044\u9805\u76ee\u306f `null` \u3092\u8a31\u3059\u578b\u3067\u8868\u3057\u3066\u3044\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u56de\u7b54\u6587\u3092\u8aad\u307e\u305a\u306b\u6b21\u306e\u898f\u5247\u3092\u5f53\u3066\u3089\u308c\u307e\u3059\u3002\n\n| \u7167\u5408 | \u901a\u3089\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|\n| `turn_type` \u304c `answer` \u306a\u306e\u306b `citations` \u304c\u7a7a | \u56de\u7b54\u3092\u6b62\u3081\u3066 `no_evidence` \u3068\u3057\u3066\u8077\u54e1\u3078 |\n| `citations` \u306e `chunk_id` \u304c\u3001\u4eca\u56de\u6e21\u3057\u305f\u7bc0\u306b\u7121\u3044 | \u56de\u7b54\u3092\u6b62\u3081\u308b |\n| `quote` \u304c\u3001\u305d\u306e\u7bc0\u306e\u672c\u6587\u306b\u305d\u306e\u307e\u307e\u542b\u307e\u308c\u306a\u3044 | \u56de\u7b54\u3092\u6b62\u3081\u308b |\n| `answer_year` \u304c\u5e74\u5ea6\u53f0\u5e33\u306e\u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u3068\u9055\u3046 | \u56de\u7b54\u3092\u6b62\u3081\u308b |\n| `answer_text` \u306b\u51fa\u305f\u65e5\u4ed8\u30fb\u91d1\u984d\u304c\u3001\u5f15\u7528\u3057\u305f\u7bc0\u306e\u3069\u3053\u306b\u3082\u7121\u3044 | \u56de\u7b54\u3092\u6b62\u3081\u308b |\n\n**\u300c\u5f15\u7528\u304c1\u4ef6\u4ee5\u4e0a\u300d\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u898b\u308b\u306e\u306f\u3001\u914d\u5217\u306e `minItems` \u304c\u69cb\u9020\u5316\u51fa\u529b\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u306a\u3044\u30ad\u30fc\u30ef\u30fc\u30c9\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002** \u30b9\u30ad\u30fc\u30de\u3067\u8868\u305b\u306a\u3044\u6761\u4ef6\u306f\u3001\u53d7\u3051\u53d6\u3063\u305f\u5f8c\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`topic` \u3068 `handoff_reason` \u304c\u305d\u306e\u307e\u307e\u9031\u6b21\u306e\u96c6\u8a08\u306b\u4f7f\u3048\u308b\u3053\u3068\u3067\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u30c1\u30e3\u30c3\u30c8\u753b\u9762 | \u516c\u5f0f\u30b5\u30a4\u30c8\u306b\u57cb\u3081\u8fbc\u3080 | \u8cea\u554f\u3092\u53d7\u3051\u3001\u56de\u7b54\u307e\u305f\u306f\u5f15\u304d\u7d99\u304e\u306e\u6848\u5185\u3092\u8fd4\u3059 |\n| \u5e74\u5ea6\u53f0\u5e33 | \u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u304c\u8aad\u3080 | \u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u3068\u516c\u8868\u306e\u72b6\u614b\u3092\u53d6\u5f97\u3059\u308b |\n| Azure AI Search | \u691c\u7d22\u8981\u6c42\uff08REST API\uff09 | \u7d5e\u308a\u8fbc\u307f\u6761\u4ef6\u4ed8\u304d\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3067\u7bc0\u3092\u8fd4\u3059 |\n| Azure OpenAI Service | \u69cb\u9020\u5316\u51fa\u529b\u3092\u6307\u5b9a\u3057\u305f\u547c\u3073\u51fa\u3057 | \u56de\u7b54\u30fb\u5f15\u7528\u30fb\u5f15\u304d\u7d99\u304e\u306e\u7406\u7531\u30fb\u8a71\u984c\u3092\u8fd4\u3059 |\n| \u554f\u3044\u5408\u308f\u305b\u30d5\u30a9\u30fc\u30e0 | \u65e2\u5b58\u306e\u53d7\u4ed8\u3078\u9001\u308b | \u5f15\u304d\u7d99\u304e\u6642\u306b\u3001\u4f1a\u8a71\u306e\u8981\u7d04\u3068 `handoff_reason` \u3092\u6dfb\u3048\u308b |\n| \u4f1a\u8a71\u8a18\u9332 | \u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u304c\u66f8\u304f | \u53d7\u4ed8\u756a\u53f7\u3001\u8a71\u984c\u3001`turn_type`\u3001\u7167\u5408\u306e\u7d50\u679c |\n\n**\u540d\u7c3f\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u4f1a\u8a71\u304b\u3089\u540d\u7c3f\u3092\u81ea\u52d5\u3067\u66f8\u304d\u63db\u3048\u308b\u3068\u3001\u672c\u4eba\u304c\u77e5\u3089\u306a\u3044\u3046\u3061\u306b\u5c5e\u6027\u304c\u4ed8\u304d\u307e\u3059\u3002**\u5f15\u304d\u7d99\u304e\u306f\u65e2\u5b58\u306e\u30d5\u30a9\u30fc\u30e0\u306e\u53d7\u4ed8\u306b\u5408\u6d41\u3055\u305b\u3001**\u8077\u54e1\u306f\u4eca\u307e\u3067\u3068\u540c\u3058\u5834\u6240\u3067\u8981\u7d04\u304b\u3089\u8aad\u307f\u59cb\u3081\u307e\u3059\u3002","human_review":"**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u8077\u54e1\u3078\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3068\u9031\u6b21\u306e\u4e00\u89a7\u3067\u3059\u3002** \u5168\u4ef6\u3092\u78ba\u8a8d\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e36.7\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **\u5f15\u304d\u7d99\u304c\u308c\u305f\u8cea\u554f\u306b\u8fd4\u4fe1\u3059\u308b** \u2026 `no_evidence` \u306f\u3001FAQ\u306b\u8db3\u3059\u3079\u304d\u8cea\u554f\u304b\u3082\u3042\u308f\u305b\u3066\u5224\u65ad\u3057\u307e\u3059\n2. **\u7167\u5408\u3067\u6b62\u307e\u3063\u305f\u56de\u7b54\u3092\u8aad\u3080** \u2026 \u5f15\u7528\u306e\u4e0d\u4e00\u81f4\u304b\u5e74\u5ea6\u304b\u3092\u898b\u307e\u3059\u3002**\u5e74\u5ea6\u306a\u3089\u53f0\u5e33\u304b\u7d22\u5f15\u306e\u66f4\u65b0\u6f0f\u308c\u3092\u7591\u3044\u307e\u3059**\n3. **\u7fcc\u671d\u306b\u524d\u65e5\u306e\u56de\u7b54\u3092\u629c\u304d\u53d6\u308a\u3067\u8aad\u3080** \u2026 1\u65e520\u4ef6\u307b\u3069\u3092\u8aad\u307f\u3001\u7b54\u3048\u65b9\u306e\u63fa\u308c\u3092\u898b\u3064\u3051\u307e\u3059\n4. **\u9031\u6b21\u306e\u30d5\u30a9\u30ed\u30fc\u5019\u88dc\u3092\u5224\u65ad\u3059\u308b** \u2026 \u6848\u5185\u3059\u308b\u76f8\u624b\u3092\u6c7a\u3081\u3001\u6848\u5185\u306f\u8077\u54e1\u304c\u9001\u308a\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5e74\u5ea6\u3067\u6b62\u307e\u308b\u4ef6\u304c\u7d9a\u304f\u306a\u3089\u3001\u53f0\u5e33\u304b\u7d22\u5f15\u306e\u3069\u3061\u3089\u304b\u304c\u66f4\u65b0\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002**\u6b62\u307e\u3063\u305f\u56de\u7b54\u306f\u3001\u4ed5\u7d44\u307f\u306e\u305a\u308c\u3092\u77e5\u3089\u305b\u308b\u8b66\u5831\u3067\u3059\u3002**\n\n**\u30d5\u30a9\u30ed\u30fc\u5019\u88dc\u306e\u898f\u5247\u306f\u3001\u6700\u521d\u306f\u5358\u7d14\u306b\u3057\u307e\u3059\u3002** \u540c\u3058\u53d7\u4ed8\u756a\u53f7\u30671\u9031\u9593\u306b\u8cea\u554f3\u4ef6\u4ee5\u4e0a\u3001\u307e\u305f\u306f\u5b66\u8cbb\u30fb\u5968\u5b66\u91d1\u30fb\u7279\u5b9a\u5b66\u79d1\u306e\u51fa\u9858\u65b9\u6cd5\u306b\u3064\u3044\u30662\u56de\u4ee5\u4e0a\u3002**\u3059\u3067\u306b\u500b\u5225\u76f8\u8ac7\u3092\u4e88\u7d04\u3057\u3066\u3044\u308b\u4eba\u3068\u3001\u5f15\u304d\u7d99\u304e\u3067\u8077\u54e1\u304c\u5bfe\u5fdc\u4e2d\u306e\u4eba\u306f\u4e00\u89a7\u304b\u3089\u5916\u3057\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u306e\u6587\u66f8\u304c\u307e\u3060\u7121\u3044\uff08\u516c\u8868\u524d\uff09 | \u65e5\u7a0b\u30fb\u91d1\u984d\u3092\u7b54\u3048\u305a\u3001\u516c\u8868\u4e88\u5b9a\u6642\u671f\u3092\u6848\u5185\u3057\u3066\u8077\u54e1\u3078 |\n| \u524d\u5e74\u5ea6\u306e\u60c5\u5831\u3092\u660e\u793a\u7684\u306b\u805e\u304b\u308c\u305f\uff08\u524d\u5e74\u5ea6\u306e\u500d\u7387\u306a\u3069\uff09 | \u305d\u306e\u8cea\u554f\u306b\u9650\u308a `previous` \u306e\u7bc0\u3092\u691c\u7d22\u3057\u3001\u56de\u7b54\u306b\u300c\u524d\u5e74\u5ea6\u306e\u5b9f\u7e3e\u300d\u3068\u660e\u8a18 |\n| \u5b66\u5e74\u304b\u3089\u5165\u8a66\u5e74\u5ea6\u304c\u305a\u308c\u308b\uff08\u300c\u4eca\u306f\u9ad8\u68212\u5e74\u751f\u3067\u3059\u300d\uff09 | \u5bfe\u8c61\u5e74\u5ea6\u306e\u6587\u66f8\u304c\u7121\u3051\u308c\u3070 `year_unpublished` \u3068\u3057\u3066\u6271\u3046 |\n| \u5165\u8a66\u533a\u5206\u30fb\u5b66\u79d1\u304c\u5206\u304b\u3089\u306a\u3044 | 1\u3064\u3060\u3051\u805e\u304d\u8fd4\u3059\u30022\u56de\u805e\u3044\u3066\u3082\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u8077\u54e1\u3078 |\n| \u691c\u7d22\u3067\u7bc0\u304c1\u4ef6\u3082\u898b\u3064\u304b\u3089\u306a\u3044 | `no_evidence` \u3068\u3057\u3066\u8077\u54e1\u3078\u3002**FAQ\u306b\u8db3\u3059\u5019\u88dc\u3068\u3057\u3066\u8a18\u9332** |\n| \u751f\u6210AI\u306e\u5fdc\u7b54\u304c\u8fd4\u3089\u306a\u3044\u3001\u5f62\u5f0f\u304c\u5d29\u308c\u308b | \u300c\u5165\u8a66\u5e83\u5831\u5ba4\u304b\u3089\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u8fd4\u3057\u3001\u30d5\u30a9\u30fc\u30e0\u3078\u5f15\u304d\u7d99\u3050 |\n| \u75c5\u540d\u3084\u969c\u5bb3\u306b\u89e6\u308c\u308b\u76f8\u8ac7\u304c\u66f8\u304b\u308c\u305f | \u7b54\u3048\u305a\u306b\u8077\u54e1\u3078\u3002\u5c02\u7528\u306e\u7a93\u53e3\u3092\u6848\u5185\u3059\u308b |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u5e74\u5ea6\u306e\u53d6\u308a\u9055\u3048\u306b\u95a2\u308f\u308b\u4f8b\u5916\u3067\u3059\u3002** 2\u884c\u76ee\u306f\u3001\u7981\u3058\u904e\u304e\u308b\u3068\u300c\u53bb\u5e74\u306e\u500d\u7387\u306f\uff1f\u300d\u306b\u3082\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002**\u524d\u5e74\u5ea6\u306e\u7bc0\u306f\u3001\u8cea\u554f\u8005\u304c\u524d\u5e74\u5ea6\u3068\u660e\u793a\u3057\u305f\u3068\u304d\u3060\u3051\u4f7f\u3044\u3001\u56de\u7b54\u306b\u5e74\u5ea6\u3092\u5fc5\u305a\u66f8\u304b\u305b\u307e\u3059\u3002**","log_storage":"- \u8cea\u554f\u6587\uff08\u4f0f\u305b\u5b57\u306b\u3057\u305f\u5f8c\u306e\u3082\u306e\uff09\u3068\u3001\u56de\u7b54\u6587\u30fb`turn_type`\u30fb`topic`\u30fb`handoff_reason`\n- **\u305d\u306e\u3068\u304d\u306e\u5e74\u5ea6\u53f0\u5e33\u306e\u5185\u5bb9\u3068\u3001\u691c\u7d22\u306b\u4ed8\u3051\u305f\u7d5e\u308a\u8fbc\u307f\u6761\u4ef6**\n- \u691c\u7d22\u3067\u8fd4\u3063\u305f\u7bc0\u306e `chunk_id` \u3068\u3001\u751f\u6210AI\u304c\u5f15\u7528\u3057\u305f\u7bc0\u306e `chunk_id`\n- \u7167\u5408\u306e\u7d50\u679c\uff08\u901a\u3063\u305f\uff0f\u6b62\u307e\u3063\u305f\u3001\u6b62\u307e\u3063\u305f\u7406\u7531\uff09\n- \u53d7\u4ed8\u756a\u53f7\uff08\u540c\u610f\u3057\u305f\u4eba\u306e\u307f\uff09\u3068\u3001\u540c\u610f\u3057\u305f\u65e5\u6642\n- \u8077\u54e1\u304c\u5f15\u304d\u7d99\u304e\u306b\u8fd4\u4fe1\u3057\u305f\u65e5\u6642\u3068\u3001FAQ\u306b\u8db3\u3057\u305f\u304b\u3069\u3046\u304b\n\n**2\u3064\u76ee\u3092\u6b8b\u3059\u306e\u306f\u3001\u300c\u30c1\u30e3\u30c3\u30c8\u3067\u805e\u3044\u305f\u65e5\u7a0b\u3068\u9055\u3063\u305f\u300d\u3068\u9023\u7d61\u304c\u3042\u3063\u305f\u3068\u304d\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u6f0f\u308c\u304b\u751f\u6210AI\u306e\u8aa4\u308a\u304b\u3092\u5207\u308a\u5206\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u4f1a\u8a71\u8a18\u9332\u306e\u4fdd\u5b58\u671f\u9593\u306f\u540d\u7c3f\u3068\u540c\u3058\u898f\u7a0b\u306b\u5408\u308f\u305b\u3001\u5165\u8a66\u5e74\u5ea6\u304c\u7d42\u308f\u3063\u305f\u3089\u53d7\u4ed8\u756a\u53f7\u3068\u306e\u7d10\u3065\u3051\u3092\u5916\u3057\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":5,"assumption_frequency":1100,"assumption_workdays":20,"volume_month":1100,"before_minutes_per_case":6,"after_minutes_per_case":2,"hourly_cost":3000,"before_hours_month":110,"after_hours_month":36.7000000000000028421709430404007434844970703125,"saved_hours_month":73.2999999999999971578290569595992565155029296875,"reduction_rate":67,"saved_hours_year":880,"annual_cost_effect":2640000,"summary":"\u53d7\u9a13\u751f\u3068\u4fdd\u8b77\u8005\u304b\u3089\u5c4a\u304f\u5165\u8a66\u65e5\u7a0b\u30fb\u51fa\u9858\u8cc7\u683c\u30fb\u5b66\u8cbb\u30fb\u5968\u5b66\u91d1\u30fb\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u306e\u8cea\u554f\u306b\u3001\u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u306e\u52df\u96c6\u8981\u9805\u3068FAQ\u3092\u6839\u62e0\u306bWeb\u30c1\u30e3\u30c3\u30c8\u3067\u4e00\u6b21\u56de\u7b54\u3057\u307e\u3059\u3002\u6839\u62e0\u304c\u7121\u3044\u8cea\u554f\u3068\u3001\u5408\u5426\u3084\u6210\u7e3e\u306b\u95a2\u308f\u308b\u8cea\u554f\u306f\u8077\u54e1\u3078\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u30d5\u30a9\u30fc\u30e0\u3068\u30e1\u30fc\u30eb\u306b\u5c4a\u3044\u305f\u554f\u3044\u5408\u308f\u305b\u3092\u3001\u62c5\u5f53\u8005\u304c\u671d\u3068\u5915\u65b9\u306b\u78ba\u8a8d\u3059\u308b\n2. \u3069\u306e\u5165\u8a66\u533a\u5206\u30fb\u3069\u306e\u5b66\u79d1\u30fb\u3069\u306e\u5e74\u5ea6\u306e\u8a71\u304b\u3092\u6587\u9762\u304b\u3089\u8aad\u307f\u53d6\u308b\u3002\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u805e\u304d\u8fd4\u3059\n3. \u52df\u96c6\u8981\u9805\u306ePDF\u3001\u5b66\u8cbb\u3068\u5968\u5b66\u91d1\u306e\u6848\u5185\u3001\u5b66\u751f\u4fbf\u89a7\u3001\u904e\u53bb\u306e\u8fd4\u4fe1\u4f8b\u3092\u958b\u3044\u3066\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3059\n4. \u8fd4\u4fe1\u6587\u3092\u66f8\u304f\u3002\u5408\u5426\u3084\u6210\u7e3e\u306b\u95a2\u308f\u308b\u3082\u306e\u306f\u5ba4\u9577\u306b\u76f8\u8ac7\u3059\u308b\n5. 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\u904e\u53bb\u306e\u8fd4\u4fe1\u4f8b\u3092\u4e0b\u6577\u304d\u306b\u3059\u308b\u3068\u3001\u524d\u5e74\u5ea6\u306e\u65e5\u7a0b\u3084\u691c\u5b9a\u6599\u304c\u305d\u306e\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002**\u51fa\u9858\u306e\u7de0\u5207\u30921\u65e5\u9593\u9055\u3048\u308b\u3060\u3051\u3067\u3001\u53d7\u9a13\u751f\u306b\u306f\u53d6\u308a\u8fd4\u3057\u304c\u3064\u304d\u307e\u305b\u3093\u3002**\n\n**\uff08b\uff09\u5b66\u8cbb\u3068\u5968\u5b66\u91d1\u306f\u3001\u3069\u306e\u6587\u66f8\u306e\u3069\u306e\u5e74\u5ea6\u304b\u304c\u8907\u96d1\u3002** \u5b66\u8cbb\u306f\u5165\u5b66\u3059\u308b\u5e74\u5ea6\u3054\u3068\u306b\u6c7a\u307e\u308a\u3001\u53d7\u9a13\u751f\u306b\u95a2\u4fc2\u3059\u308b\u306e\u306f\u7fcc\u5e74\u5ea6\u306e\u5165\u5b66\u8005\u306e\u91d1\u984d\u3067\u3059\u3002\u4e00\u65b9\u3001\u5b66\u751f\u4fbf\u89a7\u306f\u5728\u5b66\u751f\u5411\u3051\u3067\u3001\u4eca\u5e74\u5ea6\u306e\u7248\u3067\u3059\u3002**\u5968\u5b66\u91d1\u3082\u3001\u5165\u5b66\u524d\u306b\u4e88\u7d04\u3059\u308b\u5236\u5ea6\u306f\u52df\u96c6\u8981\u9805\u306b\u3001\u5728\u5b66\u751f\u5411\u3051\u306e\u5236\u5ea6\u306f\u5b66\u751f\u4fbf\u89a7\u306b\u8f09\u3063\u3066\u3044\u307e\u3059\u3002** \u3069\u306e\u6587\u66f8\u3092\u898b\u308b\u304b\u3092\u9593\u9055\u3048\u308b\u3068\u3001\u5236\u5ea6\u305d\u306e\u3082\u306e\u304c\u9055\u3046\u7b54\u3048\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u8fd4\u4fe1\u304c\u9045\u308c\u3001\u7b54\u3048\u304c\u4eba\u306b\u3088\u3063\u3066\u63fa\u308c\u308b\u3002** \u591c\u9593\u3068\u9031\u672b\u306e\u8cea\u554f\u306f\u7fcc\u55b6\u696d\u65e5\u307e\u3067\u5f85\u305f\u305b\u307e\u3059\u3002\u51fa\u9858\u671f\u306b\u306f\u8fd4\u4fe1\u307e\u30672\u65e5\u304b\u304b\u308b\u65e5\u3082\u3042\u308a\u307e\u3059\u3002**\u540c\u3058\u8cea\u554f\u306b\u3001\u6761\u4ef6\u3092\u6dfb\u3048\u308b\u62c5\u5f53\u8005\u3068\u6dfb\u3048\u306a\u3044\u62c5\u5f53\u8005\u304c\u3044\u307e\u3059\u3002**\n\n**\uff08d\uff09\u8cea\u554f\u306e\u591a\u3044\u4eba\u3092\u62fe\u3048\u306a\u3044\u3002** \u4f55\u5ea6\u3082\u8cea\u554f\u3057\u3066\u304f\u308b\u4eba\u306f\u3001\u9032\u5b66\u5148\u3068\u3057\u3066\u771f\u5263\u306b\u8003\u3048\u3066\u3044\u308b\u4eba\u3067\u3059\u3002**\u3057\u304b\u3057\u3001\u540c\u3058\u4eba\u304b\u3089\u306e\u8cea\u554f\u304b\u3069\u3046\u304b\u306f\u62c5\u5f53\u8005\u306e\u8a18\u61b6\u306b\u983c\u3063\u3066\u3044\u3066\u3001\u500b\u5225\u76f8\u8ac7\u3078\u306e\u6848\u5185\u306f\u5076\u7136\u306b\u4efb\u3055\u308c\u3066\u3044\u307e\u3059\u3002**","before_flow_steps":["\u30d5\u30a9\u30fc\u30e0\u3068\u30e1\u30fc\u30eb\u306b\u5c4a\u3044\u305f\u554f\u3044\u5408\u308f\u305b\u3092\u3001\u62c5\u5f53\u8005\u304c\u671d\u3068\u5915\u65b9\u306b\u78ba\u8a8d\u3059\u308b","\u3069\u306e\u5165\u8a66\u533a\u5206\u30fb\u3069\u306e\u5b66\u79d1\u30fb\u3069\u306e\u5e74\u5ea6\u306e\u8a71\u304b\u3092\u6587\u9762\u304b\u3089\u8aad\u307f\u53d6\u308b\u3002\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u805e\u304d\u8fd4\u3059","\u52df\u96c6\u8981\u9805\u306ePDF\u3001\u5b66\u8cbb\u3068\u5968\u5b66\u91d1\u306e\u6848\u5185\u3001\u5b66\u751f\u4fbf\u89a7\u3001\u904e\u53bb\u306e\u8fd4\u4fe1\u4f8b\u3092\u958b\u3044\u3066\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3059","\u8fd4\u4fe1\u6587\u3092\u66f8\u304f\u3002\u5408\u5426\u3084\u6210\u7e3e\u306b\u95a2\u308f\u308b\u3082\u306e\u306f\u5ba4\u9577\u306b\u76f8\u8ac7\u3059\u308b","\u8fd4\u4fe1\u3092\u9001\u308a\u3001\u5bfe\u5fdc\u8a18\u9332\u306e\u8868\u306b\u65e5\u4ed8\u30fb\u8a71\u984c\u30fb\u62c5\u5f53\u8005\u3092\u5165\u529b\u3059\u308b","\u540c\u3058\u4eba\u304b\u3089\u4f55\u5ea6\u3082\u8cea\u554f\u304c\u6765\u3066\u3044\u308b\u3068\u6c17\u3065\u3044\u305f\u62c5\u5f53\u8005\u3060\u3051\u304c\u3001\u500b\u5225\u76f8\u8ac7\u306e\u6848\u5185\u3092\u6dfb\u3048\u308b"],"after_flow":"1. \u53d7\u9a13\u751f\u307e\u305f\u306f\u4fdd\u8b77\u8005\u304c\u3001\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u30c1\u30e3\u30c3\u30c8\u306b\u8cea\u554f\u3092\u66f8\u304f\n2. **\u3010\u81ea\u52d5\u3011** \u5e74\u5ea6\u53f0\u5e33\uff08\u3069\u306e\u6587\u66f8\u306e\u3069\u306e\u5e74\u5ea6\u304c\u53d7\u4ed8\u4e2d\u304b\u3092\u6c7a\u3081\u305f\u8868\uff09\u3092\u8aad\u307f\u3001\u691c\u7d22\u306e\u7d5e\u308a\u8fbc\u307f\u6761\u4ef6\u3092\u4f5c\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u691c\u7d22\u57fa\u76e4\u304c\u3001\u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u306e\u6587\u66f8\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3001\u8a72\u5f53\u3059\u308b\u7b87\u6240\u3092\u63a2\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u898b\u3064\u304b\u3063\u305f\u7b87\u6240\u3060\u3051\u3092\u6839\u62e0\u306b\u56de\u7b54\u6587\u3092\u4f5c\u308a\u3001\u6839\u62e0\u306e\u756a\u53f7\u3068\u5f15\u7528\u3092\u8fd4\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u56de\u7b54\u306b\u51fa\u305f\u5e74\u5ea6\u30fb\u65e5\u4ed8\u30fb\u91d1\u984d\u304c\u5f15\u7528\u5143\u306b\u305d\u306e\u307e\u307e\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u7167\u5408\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u7167\u5408\u3092\u901a\u308c\u3070\u305d\u306e\u5834\u3067\u56de\u7b54\u3092\u8fd4\u3059\u3002\u901a\u3089\u306a\u3051\u308c\u3070\u56de\u7b54\u3092\u6b62\u3081\u3001\u8077\u54e1\u3078\u56de\u3059\n7. **\u3010\u81ea\u52d5\u3011** \u5408\u5426\u30fb\u6210\u7e3e\u30fb\u53d7\u9a13\u4e0a\u306e\u914d\u616e\u306a\u3069\u3001\u500b\u5225\u306e\u5224\u65ad\u304c\u8981\u308b\u8cea\u554f\u306f\u3001\u7b54\u3048\u305a\u306b\u8077\u54e1\u3078\u56de\u3059\n8. **\u3010\u4eba\u3011** \u8077\u54e1\u304c\u5f15\u304d\u7d99\u304c\u308c\u305f\u8cea\u554f\u306b\u3001\u4f1a\u8a71\u306e\u8981\u7d04\u3092\u898b\u3066\u8fd4\u4fe1\u3059\u308b\n9. **\u3010\u81ea\u52d5\u3011** \u9031\u306b1\u56de\u3001\u540c\u610f\u3092\u5f97\u3066\u7d10\u3065\u3051\u305f\u7533\u8fbc\u8005\u3054\u3068\u306b\u8cea\u554f\u306e\u56de\u6570\u3068\u8a71\u984c\u3092\u6570\u3048\u3001\u30d5\u30a9\u30ed\u30fc\u5019\u88dc\u306e\u4e00\u89a7\u3092\u4f5c\u308b\n10. **\u3010\u4eba\u3011** \u5e83\u5831\u62c5\u5f53\u304c\u4e00\u89a7\u3092\u898b\u3066\u3001\u500b\u5225\u76f8\u8ac7\u3092\u6848\u5185\u3059\u308b\u76f8\u624b\u3092\u6c7a\u3081\u308b\n\n**5\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u524d\u5e74\u5ea6\u306e\u6587\u66f8\u3092\u691c\u7d22\u304b\u3089\u5916\u3057\u3066\u3044\u3066\u3082\u3001\u56de\u7b54\u6587\u306b\u65e5\u4ed8\u3092\u66f8\u304f\u306e\u306f\u751f\u6210AI\u3067\u3001**\u4f1a\u8a71\u306b\u66f8\u304d\u8fbc\u307e\u308c\u305f\u524d\u5e74\u5ea6\u306e\u65e5\u4ed8\u306b\u5f15\u304d\u305a\u3089\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002** \u6570\u5b57\u304c\u5f15\u7528\u5143\u3068\u4e00\u81f4\u3057\u306a\u3044\u304b\u304e\u308a\u8fd4\u3055\u306a\u3044\u95a2\u9580\u3092\u6700\u5f8c\u306b\u7f6e\u304d\u307e\u3059\u3002\n\n**10\u756a\u76ee\u3092\u4eba\u306b\u6b8b\u3057\u3066\u3044\u308b\u306e\u3082\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u8cea\u554f\u306e\u591a\u3055\u306f\u95a2\u5fc3\u306e\u9ad8\u3055\u306e\u76ee\u5b89\u306b\u3059\u304e\u305a\u3001**\u5bb6\u5ead\u306e\u4e8b\u60c5\u3067\u5b66\u8cbb\u3092\u5fc3\u914d\u3057\u3066\u3044\u308b\u4eba\u306b\u3001\u55b6\u696d\u306e\u3088\u3046\u306a\u6848\u5185\u3092\u9001\u308b\u306e\u306f\u9006\u52b9\u679c\u306b\u306a\u308a\u5f97\u307e\u3059\u3002**","after_flow_steps":["\u53d7\u9a13\u751f\u307e\u305f\u306f\u4fdd\u8b77\u8005\u304c\u3001\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u30c1\u30e3\u30c3\u30c8\u306b\u8cea\u554f\u3092\u66f8\u304f","**\u3010\u81ea\u52d5\u3011** \u5e74\u5ea6\u53f0\u5e33\uff08\u3069\u306e\u6587\u66f8\u306e\u3069\u306e\u5e74\u5ea6\u304c\u53d7\u4ed8\u4e2d\u304b\u3092\u6c7a\u3081\u305f\u8868\uff09\u3092\u8aad\u307f\u3001\u691c\u7d22\u306e\u7d5e\u308a\u8fbc\u307f\u6761\u4ef6\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u691c\u7d22\u57fa\u76e4\u304c\u3001\u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u306e\u6587\u66f8\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3001\u8a72\u5f53\u3059\u308b\u7b87\u6240\u3092\u63a2\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u898b\u3064\u304b\u3063\u305f\u7b87\u6240\u3060\u3051\u3092\u6839\u62e0\u306b\u56de\u7b54\u6587\u3092\u4f5c\u308a\u3001\u6839\u62e0\u306e\u756a\u53f7\u3068\u5f15\u7528\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u56de\u7b54\u306b\u51fa\u305f\u5e74\u5ea6\u30fb\u65e5\u4ed8\u30fb\u91d1\u984d\u304c\u5f15\u7528\u5143\u306b\u305d\u306e\u307e\u307e\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u7167\u5408\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u7167\u5408\u3092\u901a\u308c\u3070\u305d\u306e\u5834\u3067\u56de\u7b54\u3092\u8fd4\u3059\u3002\u901a\u3089\u306a\u3051\u308c\u3070\u56de\u7b54\u3092\u6b62\u3081\u3001\u8077\u54e1\u3078\u56de\u3059","**\u3010\u81ea\u52d5\u3011** \u5408\u5426\u30fb\u6210\u7e3e\u30fb\u53d7\u9a13\u4e0a\u306e\u914d\u616e\u306a\u3069\u3001\u500b\u5225\u306e\u5224\u65ad\u304c\u8981\u308b\u8cea\u554f\u306f\u3001\u7b54\u3048\u305a\u306b\u8077\u54e1\u3078\u56de\u3059","**\u3010\u4eba\u3011** \u8077\u54e1\u304c\u5f15\u304d\u7d99\u304c\u308c\u305f\u8cea\u554f\u306b\u3001\u4f1a\u8a71\u306e\u8981\u7d04\u3092\u898b\u3066\u8fd4\u4fe1\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u9031\u306b1\u56de\u3001\u540c\u610f\u3092\u5f97\u3066\u7d10\u3065\u3051\u305f\u7533\u8fbc\u8005\u3054\u3068\u306b\u8cea\u554f\u306e\u56de\u6570\u3068\u8a71\u984c\u3092\u6570\u3048\u3001\u30d5\u30a9\u30ed\u30fc\u5019\u88dc\u306e\u4e00\u89a7\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u5e83\u5831\u62c5\u5f53\u304c\u4e00\u89a7\u3092\u898b\u3066\u3001\u500b\u5225\u76f8\u8ac7\u3092\u6848\u5185\u3059\u308b\u76f8\u624b\u3092\u6c7a\u3081\u308b"],"architecture":"```\n\u53d7\u9a13\u751f\u30fb\u4fdd\u8b77\u8005\uff08\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762\uff09\n   \u2502  \u7533\u8fbc\u5b8c\u4e86\u30e1\u30fc\u30eb\u304b\u3089\u958b\u3044\u305f\u5834\u5408\u306e\u307f\u3001\u540c\u610f\u306e\u3046\u3048\u3067\u53d7\u4ed8\u756a\u53f7\u3092\u4ed8\u3051\u308b\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u4fe1\n\u30c1\u30e3\u30c3\u30c8\u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\uff08\u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u5c0f\u3055\u306a\u30a2\u30d7\u30ea\uff09\n   \u251c\u2500\u2500\u25b6 \u5e74\u5ea6\u53f0\u5e33\u3092\u8aad\u3080 \u2500\u2500 \u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u3068\u6587\u66f8\u306e\u7a2e\u985e\u304b\u3089\u7d5e\u308a\u8fbc\u307f\u6761\u4ef6\u3092\u4f5c\u308b\n   \u25bc\nAzure AI Search\uff08\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\uff0b\u30d5\u30a3\u30eb\u30bf\u30fc\uff09\n   \u2502   \u52df\u96c6\u8981\u9805\uff0f\u5b66\u8cbb\u30fb\u5968\u5b66\u91d1\u306e\u6848\u5185\uff0fFAQ\uff0f\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u6848\u5185\n   \u2502   \u2514\u2500 target_year \u3068 year_status \u3067\u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u3060\u3051\u306b\u7d5e\u308b\n   \u25bc\nAzure OpenAI Service\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u2502   \u56de\u7b54\u6587\u30fb\u6839\u62e0\u306e\u756a\u53f7\u3068\u5f15\u7528\u30fb\u5f15\u304d\u7d99\u304e\u306e\u7406\u7531\u30fb\u8a71\u984c\u306e\u5206\u985e\n   \u25bc\n\u5e74\u5ea6\u30fb\u65e5\u4ed8\u30fb\u91d1\u984d\u306e\u7167\u5408\uff08\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\uff09\n   \u251c\u2500\u2500 \u901a\u308b \u2500\u2500\u2500\u25b6 \u305d\u306e\u5834\u3067\u56de\u7b54\n   \u2514\u2500\u2500 \u901a\u3089\u306a\u3044\uff0f\u500b\u5225\u5224\u65ad \u2500\u2500\u25b6 \u65e2\u5b58\u306e\u554f\u3044\u5408\u308f\u305b\u30d5\u30a9\u30fc\u30e0\u3078\u8981\u7d04\u3064\u304d\u3067\u5f15\u304d\u7d99\u3050\u3010\u4eba\u3011\n   \u25bc\n\u4f1a\u8a71\u306e\u8a18\u9332 \u2500\u2500\u25b6 \u9031\u6b21\u3067\u30d5\u30a9\u30ed\u30fc\u5019\u88dc\u306e\u4e00\u89a7\u3010\u4eba\u304c\u6848\u5185\u3092\u5224\u65ad\u3011\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Azure AI Search\uff08\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3068\u30d5\u30a3\u30eb\u30bf\u30fc\uff09 | OpenSearch\u3001Amazon Kendra |\n| \u751f\u6210AI | Azure OpenAI Service\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | Claude API\u3001Gemini API |\n| \u57cb\u3081\u8fbc\u307f | Azure OpenAI Service \u306e\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb | \u691c\u7d22\u57fa\u76e4\u5074\u306e\u57cb\u3081\u8fbc\u307f\u6a5f\u80fd |\n| \u9023\u643a | \u516c\u5f0f\u30b5\u30a4\u30c8\u306b\u7f6e\u304f\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u3068\u3001\u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u30d0\u30c3\u30af\u30a8\u30f3\u30c9 | \u65e2\u5b58\u306e\u30c1\u30e3\u30c3\u30c8\u30c4\u30fc\u30eb\u306e\u5916\u90e8\u9023\u643a\u6a5f\u80fd |\n| \u96c6\u8a08 | \u4f1a\u8a71\u8a18\u9332\u306e\u9031\u6b21\u96c6\u8a08\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u51fa\u3057\uff09 | \u52df\u96c6\u5e83\u5831\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u96c6\u8a08\u6a5f\u80fd |\n\n**\u540d\u7c3f\u3068\u554f\u3044\u5408\u308f\u305b\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u540d\u7c3f\u306b\u306f\u66f8\u304d\u8fbc\u307e\u305a\u3001\u30d5\u30a9\u30ed\u30fc\u5019\u88dc\u306f\u5225\u306e\u8868\u306b\u51fa\u3057\u307e\u3059\u3002**\u65b0\u3057\u304f\u4f5c\u308b\u306e\u306f\u5e74\u5ea6\u53f0\u5e33\u3067\u3059\u3002** \u6587\u66f8\u306e\u7a2e\u985e\u3054\u3068\u306b\u300c\u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u300d\u300c\u516c\u8868\u306e\u72b6\u614b\u300d\u3092\u6301\u3064\u3060\u3051\u306e\u5c0f\u3055\u306a\u8868\u3067\u3059\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u6b63\u3057\u3055\u306f\u3053\u3053\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n**\u571f\u53f0\u306b\u306a\u308b\u306e\u306f Azure AI Search \u3067\u3059\u3002** 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Data\u300d\uff08\u691c\u7d22\u3068\u56de\u7b54\u751f\u6210\u3092\u4e00\u4f53\u3067\u884c\u3046\u6a5f\u80fd\uff09\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002** 2026\u5e7410\u670814\u65e5\u306b\u5ec3\u6b62\u3055\u308c\u308b\u3068\u660e\u8a18\u3055\u308c\u3066\u304a\u308a\u3001**\u69cb\u9020\u5316\u51fa\u529b\u3082\u300c\u6301\u3061\u8fbc\u307f\u30c7\u30fc\u30bf\u300d\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u73fe\u6642\u70b9\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002** \u691c\u7d22\u306f\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u304b\u3089\u76f4\u63a5\u547c\u3073\u3001\u305d\u306e\u7d50\u679c\u3092\u6e21\u3057\u3066\u69cb\u9020\u5316\u51fa\u529b\u3067\u56de\u7b54\u3092\u53d7\u3051\u53d6\u308b2\u6bb5\u306e\u5f62\u306b\u3057\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u9a13\u751f\u304c\u30c1\u30e3\u30c3\u30c8\u306b\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u4fe1\u3057\u305f\u3068\u304d\u306b\u52d5\u304d\u307e\u3059\u3002** 1\u901a\u3054\u3068\u306b\u3001\u5e74\u5ea6\u53f0\u5e33\u306e\u8aad\u307f\u8fbc\u307f\u3001\u691c\u7d22\u3001\u56de\u7b54\u751f\u6210\u3001\u7167\u5408\u307e\u3067\u3092\u884c\u3044\u3001\u305d\u306e\u5834\u3067\u8fd4\u3057\u307e\u3059\u3002\u591c\u9593\u3068\u9031\u672b\u306e\u8cea\u554f\u306b\u7fcc\u55b6\u696d\u65e5\u307e\u3067\u5f85\u305f\u305b\u306a\u3044\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u52b9\u679c\u306e\u534a\u5206\u3067\u3059\u3002\n\n**\u6587\u66f8\u5074\u306e\u66f4\u65b0\u306b\u306f\u5225\u306e\u304d\u3063\u304b\u3051\u3092\u7f6e\u304d\u307e\u3059\u3002** 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9\u6708\u6642\u70b9\u3067\u306f\u3001\u52df\u96c6\u8981\u9805\u3068\u5b66\u8cbb\u306f\u300c2027\u5e74\u5ea6\u5165\u8a66\u30fb2027\u5e74\u5ea6\u5165\u5b66\u8005\u300d\u304c\u53d7\u4ed8\u4e2d\u3001\u5b66\u751f\u4fbf\u89a7\u306f\u5728\u5b66\u751f\u5411\u3051\u306e\u300c2026\u5e74\u5ea6\u300d\u3067\u3059\u3002**\u6587\u66f8\u306b\u3088\u3063\u3066\u6b63\u3057\u3044\u5e74\u5ea6\u304c\u9055\u3046\u3053\u3068\u3092\u3001\u4eba\u306e\u8a18\u61b6\u3067\u306f\u306a\u304f\u8868\u306b\u6301\u305f\u305b\u307e\u3059\u3002**\n\n**\u5b66\u751f\u4fbf\u89a7\u306f\u3001\u53d7\u9a13\u751f\u3078\u306e\u56de\u7b54\u306e\u6839\u62e0\u304b\u3089\u5916\u3057\u307e\u3059\u3002** \u5968\u5b66\u91d1\u306e\u540d\u524d\u304c\u4f3c\u3066\u3044\u308b\u3060\u3051\u3067\u5165\u5b66\u524d\u306e\u5236\u5ea6\u3068\u53d6\u308a\u9055\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u5b66\u751f\u751f\u6d3b\u306e\u8cea\u554f\u306b\u306f\u3001\u53d7\u9a13\u751f\u5411\u3051\u306b\u66f8\u304d\u76f4\u3057\u305fFAQ\u3067\u7b54\u3048\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u7d22\u5f15\u306b\u5165\u308c\u308b\u6587\u66f8\u306f\u30011\u7bc0\u3054\u3068\u306b\u6b21\u306e\u9805\u76ee\u3092\u6301\u305f\u305b\u307e\u3059\u3002** Azure AI Search \u306fJSON\u5f62\u5f0f\u306e\u6587\u66f8\u306b\u5bfe\u3057\u3066\u306e\u307f\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001PDF\u3084Web\u30da\u30fc\u30b8\u306f\u7bc0\u3054\u3068\u306b\u5206\u3051\u3066JSON\u306b\u3057\u3066\u304b\u3089\u5165\u308c\u307e\u3059\u3002\n\n| \u9805\u76ee | \u4e2d\u8eab | \u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| `doc_type` | `guideline`\uff08\u52df\u96c6\u8981\u9805\uff09\uff0f`tuition`\uff08\u5b66\u8cbb\u30fb\u5968\u5b66\u91d1\uff09\uff0f`faq`\uff0f`open_campus` | \u4f7f\u3046 |\n| `target_year` | \u5165\u8a66\u5e74\u5ea6\u307e\u305f\u306f\u5165\u5b66\u5e74\u5ea6\uff08\u4f8b `\"2027\"`\uff09 | \u4f7f\u3046 |\n| `year_status` | `current`\uff0f`previous`\uff0f`archived` | \u4f7f\u3046 |\n| `exam_category` | \u5165\u8a66\u533a\u5206 | \u4f7f\u3046 |\n| `department` | \u5b66\u79d1 | \u4f7f\u3046 |\n| `content` | \u672c\u6587 | \u4f7f\u308f\u306a\u3044\uff08\u5168\u6587\u691c\u7d22\u3068\u30d9\u30af\u30bf\u30fc\u306e\u5bfe\u8c61\uff09 |\n| `source_url` | \u516c\u958b\u30da\u30fc\u30b8\u307e\u305f\u306fPDF\u306e\u5834\u6240\u3068\u30da\u30fc\u30b8 | \u4f7f\u308f\u306a\u3044 |\n\n**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u7d22\u5f15\u3092\u4f5c\u308b\u6700\u521d\u306e\u6642\u70b9\u3067\u6c7a\u3081\u307e\u3059\u3002** \u516c\u5f0f\u306e\u89e3\u8aac\u3067\u306f\u3001\u65e2\u5b58\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5f8c\u304b\u3089\u7d5e\u308a\u8fbc\u307f\u53ef\u80fd\u306b\u5909\u66f4\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u305a\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u8ffd\u52a0\u304b\u7d22\u5f15\u306e\u4f5c\u308a\u76f4\u3057\u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u5024\u306e\u66f8\u304d\u65b9\u3082\u56fa\u5b9a\u3057\u307e\u3059\u3002** \u30c6\u30ad\u30b9\u30c8\u306e\u30d5\u30a3\u30eb\u30bf\u30fc\u306f\u5b8c\u5168\u4e00\u81f4\u306e\u307f\u3067\u3001\u5927\u6587\u5b57\u3068\u5c0f\u6587\u5b57\u3082\u533a\u5225\u3055\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002`\"2027\"` \u3068 `\"\u4ee4\u548c9\u5e74\u5ea6\"` \u304c\u6df7\u3056\u308b\u3068\u3001\u540c\u3058\u5e74\u5ea6\u306e\u6587\u66f8\u304c\u7d5e\u308a\u8fbc\u307f\u304b\u3089\u843d\u3061\u307e\u3059\u3002**\u5e74\u5ea6\u306f\u897f\u66a64\u6841\u306e\u6587\u5b57\u5217\u3060\u3051**\u3068\u6c7a\u3081\u307e\u3059\u3002\n\n\u691c\u7d22\u6642\u306b\u306f\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u304c\u5e74\u5ea6\u53f0\u5e33\u304b\u3089\u6b21\u306e\u3088\u3046\u306a\u7d5e\u308a\u8fbc\u307f\u6761\u4ef6\u3092\u4f5c\u3063\u3066\u691c\u7d22\u8981\u6c42\u306b\u4ed8\u3051\u307e\u3059\u3002\n\n```\nyear_status eq 'current' and search.in(doc_type, 'guideline,tuition,faq,open_campus', ',')\n```\n\n`search.in` \u306f\u3001\u533a\u5207\u3063\u305f\u6587\u5b57\u5217\u306e\u4e00\u89a7\u3068\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u7167\u5408\u3059\u308b\u95a2\u6570\u3067\u3059\u3002**\u6761\u4ef6\u306f\u751f\u6210AI\u306b\u4f5c\u3089\u305b\u305a\u3001\u53f0\u5e33\u306e\u5024\u304b\u3089\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u4f1a\u8a71\u304b\u3089\u4f5c\u3089\u305b\u308b\u3068\u3001\u300c\u53bb\u5e74\u306e\u8981\u9805\u3067\u306f\u300d\u3068\u66f8\u304b\u308c\u305f\u3060\u3051\u3067\u524d\u5e74\u5ea6\u304c\u5bfe\u8c61\u306b\u5165\u308a\u307e\u3059\u3002\n\n\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u306e\u8981\u6c42\u3067\u306f\u3001\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u30af\u30a8\u30ea\u51e6\u7406\u306e\u958b\u59cb\u6642\u3068\u7d42\u4e86\u6642\u306e\u3069\u3061\u3089\u3067\u9069\u7528\u3059\u308b\u304b\u3092 `vectorFilterMode` \u3067\u9078\u3079\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u306f\u958b\u59cb\u6642\u306b\u9069\u7528\u3059\u308b\u5074\u3092\u9078\u3073\u307e\u3059\u3002** \u7d42\u4e86\u6642\u306b\u9069\u7528\u3059\u308b\u3068\u3001\u524d\u5e74\u5ea6\u306e\u7bc0\u3067\u4e0a\u4f4d\u304c\u57cb\u307e\u308a\u3001\u7d5e\u308a\u8fbc\u3093\u3060\u5f8c\u306b\u5019\u88dc\u304c\u307b\u3068\u3093\u3069\u6b8b\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u7bc0\u3054\u3068\u306b\u5206\u3051\u308b** \u2026 \u52df\u96c6\u8981\u9805\u306f\u5165\u8a66\u533a\u5206\u3068\u5b66\u79d1\u306e\u898b\u51fa\u3057\u3067\u5206\u3051\u307e\u3059\u3002\u6df7\u305c\u308b\u3068\u96a3\u306e\u533a\u5206\u306e\u65e5\u7a0b\u3068\u53d6\u308a\u9055\u3048\u307e\u3059\n2. **\u8868\u3092\u6587\u7ae0\u306b\u76f4\u3059** \u2026 \u5b66\u8cbb\u306e\u8868\u306f\u300c2027\u5e74\u5ea6\u5165\u5b66\u8005\u3000\u770b\u8b77\u5b66\u79d1\u3000\u521d\u5e74\u5ea6\u7d0d\u5165\u91d1\u3000\u25cb\u5186\u300d\u306e\u3088\u3046\u306b1\u884c\u305a\u3064\u6587\u7ae0\u306b\u3057\u307e\u3059\n3. **\u672c\u6587\u306b\u3082\u5e74\u5ea6\u3092\u66f8\u304d\u8fbc\u3080** \u2026 \u5404\u7bc0\u306e\u5148\u982d\u306b\u300c2027\u5e74\u5ea6\u5165\u8a66\u3000\u4e00\u822c\u9078\u629c\u300d\u306e\u3088\u3046\u306a1\u884c\u3092\u8db3\u3057\u307e\u3059\u3002\u9805\u76ee\u3068\u3057\u3066\u306e `target_year` \u3068\u306f\u5225\u306b\u3001**\u751f\u6210AI\u304c\u8aad\u3080\u672c\u6587\u305d\u306e\u3082\u306e\u306b\u5e74\u5ea6\u3092\u6b8b\u3059**\u305f\u3081\u3067\u3059\n4. **\u548c\u66a6\u3092\u897f\u66a6\u306b\u76f4\u3059** \u2026 \u300c\u4ee4\u548c9\u5e742\u67081\u65e5\u300d\u306f\u300c2027\u5e742\u67081\u65e5\u300d\u3068\u3057\u3001\u5143\u306e\u8868\u8a18\u3082\u62ec\u5f27\u3067\u6b8b\u3057\u307e\u3059\n5. **\u524d\u5e74\u5ea6\u306e\u7bc0\u306e\u6271\u3044\u3092\u5909\u3048\u308b** \u2026 \u65b0\u3057\u3044\u8981\u9805\u3092\u5165\u308c\u305f\u3089\u3001\u524d\u5e74\u5ea6\u306e\u7bc0\u3092 `previous` \u306b\u66f8\u304d\u63db\u3048\u307e\u3059\u3002\u524d\u5e74\u5ea6\u306e\u500d\u7387\u3092\u805e\u304b\u308c\u308b\u5834\u9762\u304c\u3042\u308b\u305f\u3081\u3001**\u524a\u9664\u306f\u3057\u307e\u305b\u3093**\n6. **\u8cea\u554f\u6587\u306e\u500b\u4eba\u60c5\u5831\u3092\u4f0f\u305b\u308b** \u2026 \u6c0f\u540d\u3001\u96fb\u8a71\u756a\u53f7\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u9ad8\u6821\u540d\u3092\u4f0f\u305b\u5b57\u306b\u3057\u3066\u304b\u3089\u691c\u7d22\u3068\u751f\u6210\u306b\u6e21\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u7bc0\u306e\u672c\u6587\u306b\u5e74\u5ea6\u304c\u7121\u3051\u308c\u3070\u3001\u751f\u6210AI\u306f\u56de\u7b54\u6587\u306b\u5e74\u5ea6\u3092\u66f8\u3051\u305a\u3001**\u8aad\u307f\u624b\u306f\u4eca\u5e74\u306e\u3053\u3068\u304b\u53bb\u5e74\u306e\u3053\u3068\u304b\u3092\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u6e21\u3055\u308c\u305f\u7bc0\u3060\u3051\u3092\u6839\u62e0\u306b\u56de\u7b54\u6587\u3092\u66f8\u304f\u3053\u3068\u3001\u6839\u62e0\u306e\u756a\u53f7\u3068\u5f15\u7528\u3092\u6dfb\u3048\u308b\u3053\u3068\u3001\u7b54\u3048\u3089\u308c\u306a\u3044\u3068\u304d\u306b\u305d\u306e\u7406\u7531\u3092\u5206\u985e\u3059\u308b\u3053\u3068\u3001\u8cea\u554f\u306e\u8a71\u984c\u30921\u3064\u4ed8\u3051\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u3055\u305b\u308b\u3053\u3068 | \u8077\u54e1\u3078\u56de\u3059\u6761\u4ef6 |\n|:--|:--|:--|\n| \u5165\u8a66\u65e5\u7a0b\u30fb\u52df\u96c6\u4eba\u54e1\u30fb\u691c\u5b9a\u6599 | \u7bc0\u306b\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3068\u91d1\u984d\u3092\u305d\u306e\u307e\u307e\u793a\u3059 | \u8a72\u5f53\u3059\u308b\u533a\u5206\u30fb\u5b66\u79d1\u306e\u7bc0\u304c\u7121\u3044 |\n| \u51fa\u9858\u8cc7\u683c | \u8981\u9805\u306b\u66f8\u304b\u308c\u305f\u57fa\u6e96\u3092\u793a\u3059 | \u672c\u4eba\u306e\u8a55\u5b9a\u3084\u8cc7\u683c\u3067\u51fa\u9858\u3067\u304d\u308b\u304b\u306e\u5224\u65ad\u3092\u6c42\u3081\u3089\u308c\u305f |\n| \u5b66\u8cbb\u30fb\u5206\u7d0d | \u5165\u5b66\u5e74\u5ea6\u3092\u660e\u793a\u3057\u3066\u91d1\u984d\u3092\u793a\u3059 | \u5bb6\u8a08\u306e\u4e8b\u60c5\u306b\u8e0f\u307f\u8fbc\u3093\u3060\u76f8\u8ac7 |\n| \u5968\u5b66\u91d1 | \u5165\u5b66\u524d\u306b\u4e88\u7d04\u3059\u308b\u5236\u5ea6\u306e\u6761\u4ef6\u3092\u793a\u3059 | \u63a1\u7528\u3055\u308c\u308b\u898b\u8fbc\u307f\u3092\u805e\u304b\u308c\u305f |\n| \u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9 | \u65e5\u7a0b\u3068\u7533\u8fbc\u65b9\u6cd5\u3092\u793a\u3059 | \u5b9a\u54e1\u306b\u7a7a\u304d\u304c\u3042\u308b\u304b\u306a\u3069\u3001\u305d\u306e\u6642\u70b9\u306e\u72b6\u6cc1 |\n| \u5408\u5426\u30fb\u6210\u7e3e\u30fb\u53d7\u9a13\u4e0a\u306e\u914d\u616e | \u7b54\u3048\u306a\u3044 | \u5e38\u306b\u8077\u54e1\u3078 |\n\n**\u53f3\u7aef\u306e\u5217\u304c\u3001\u7b54\u3048\u306a\u3044\u3053\u3068\u306e\u7dda\u5f15\u304d\u3067\u3059\u3002** \u300c\u8a55\u5b9a\u5e73\u57473.4\u3067\u3059\u304c\u51fa\u9858\u3067\u304d\u307e\u3059\u304b\u300d\u306b\u306f\u3001\u8981\u9805\u306e\u57fa\u6e96\u306f\u793a\u305b\u3066\u3082\u3001**\u672c\u4eba\u304c\u6e80\u305f\u3057\u3066\u3044\u308b\u304b\u306e\u5224\u5b9a\u306f\u8077\u54e1\u304c\u9ad8\u6821\u306e\u66f8\u985e\u3092\u898b\u3066\u884c\u3044\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u524d\u5e74\u5ea6\u306e\u60c5\u5831\u3092\u4eca\u5e74\u5ea6\u3068\u3057\u3066\u7b54\u3048\u308b | \u7de0\u5207\u3084\u91d1\u984d\u304c1\u5e74\u305a\u308c\u308b\u3068\u3001\u51fa\u9858\u306b\u76f4\u63a5\u3072\u3073\u304f |\n| \u516c\u8868\u524d\u306e\u5e74\u5ea6\u306e\u65e5\u7a0b\u3092\u63a8\u6e2c\u3059\u308b | \u300c\u4f8b\u5e74\u3069\u304a\u308a\u306a\u3089\u300d\u304c\u78ba\u5b9a\u60c5\u5831\u3068\u3057\u3066\u8aad\u307e\u308c\u308b |\n| \u5408\u683c\u306e\u53ef\u80fd\u6027\u306e\u4e88\u6e2c\u3001\u51fa\u9858\u8cc7\u683c\u306e\u5224\u5b9a | \u5927\u5b66\u3068\u3057\u3066\u8cac\u4efb\u3092\u6301\u3066\u306a\u3044 |\n| \u6e21\u3055\u308c\u305f\u7bc0\u306b\u7121\u3044\u60c5\u5831\u306e\u88dc\u8db3 | \u4e00\u822c\u7684\u306a\u77e5\u8b58\u3067\u306f\u3001\u3053\u306e\u5927\u5b66\u306e\u5236\u5ea6\u3068\u305a\u308c\u308b |\n\n**\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u306e\u306f2\u884c\u76ee\u3067\u3059\u3002** \u65b0\u3057\u3044\u8981\u9805\u306e\u516c\u8868\u524d\u306e\u6625\u5148\u306b\u306f\u3001\u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u306e\u6587\u66f8\u304c\u307e\u3060\u3042\u308a\u307e\u305b\u3093\u3002**\u4efb\u305b\u308b\u3068\u3001\u524d\u5e74\u5ea6\u306e\u65e5\u7a0b\u304b\u3089\u300c\u4f8b\u5e741\u6708\u4e2d\u65ec\u3067\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002** \u53f0\u5e33\u3067\u516c\u8868\u524d\u3068\u5206\u304b\u3063\u3066\u3044\u308b\u7a2e\u985e\u306b\u3064\u3044\u3066\u306f\u3001\u56de\u7b54\u3092\u4f5c\u3089\u305b\u307e\u305b\u3093\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u25cb\u25cb\u5927\u5b66\u5165\u8a66\u5e83\u5831\u5ba4\u306e\u554f\u3044\u5408\u308f\u305b\u7a93\u53e3\u3067\u3059\u3002\u53d7\u9a13\u751f\u3068\u305d\u306e\u4fdd\u8b77\u8005\u306b\u3001\n\u4e0b\u306e\u3010\u6839\u62e0\u306e\u7bc0\u3011\u3060\u3051\u3092\u4f7f\u3063\u3066\u65e5\u672c\u8a9e\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4eca\u56de\u306e\u56de\u7b54\u3067\u6709\u52b9\u306a\u5e74\u5ea6\u3011\n{registry}\n\uff08\u4f8b: \u52df\u96c6\u8981\u9805=2027\u5e74\u5ea6\u5165\u8a66\uff08\u516c\u8868\u6e08\u307f\uff09\u3001\u5b66\u8cbb=2027\u5e74\u5ea6\u5165\u5b66\u8005\uff08\u516c\u8868\u6e08\u307f\uff09\u3001\n      \u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9=2026\u5e74\u5ea6\u5b9f\u65bd\u5206\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6839\u62e0\u306e\u7bc0\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u306f\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u4e00\u822c\u7684\u306a\u5927\u5b66\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u30fb\u91d1\u984d\u30fb\u52df\u96c6\u4eba\u54e1\u306f\u3001\u6839\u62e0\u306e\u7bc0\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8a08\u7b97\u3057\u305f\u308a\u3001\u8a00\u3044\u63db\u3048\u305f\u308a\u3001\u56db\u6368\u4e94\u5165\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u56de\u7b54\u306b\u306f\u5fc5\u305a\u5e74\u5ea6\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\uff08\u4f8b\u300c2027\u5e74\u5ea6\u5165\u8a66\u306e\u4e00\u822c\u9078\u629c\u3067\u306f\u300d\uff09\u3002\n- \u8cea\u554f\u8005\u304c\u300c\u53bb\u5e74\u300d\u300c\u524d\u56de\u300d\u306e\u60c5\u5831\u3092\u66f8\u3044\u3066\u304d\u3066\u3082\u3001\u305d\u308c\u3092\u6839\u62e0\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u6839\u62e0\u306f\u3010\u6839\u62e0\u306e\u7bc0\u3011\u3060\u3051\u3067\u3059\u3002\n- \u6709\u52b9\u306a\u5e74\u5ea6\u304c\u300c\u516c\u8868\u524d\u300d\u306e\u6587\u66f8\u306b\u3064\u3044\u3066\u805e\u304b\u308c\u305f\u3089\u3001\u65e5\u7a0b\u3084\u91d1\u984d\u3092\u63a8\u6e2c\u305b\u305a\u3001\n  turn_type \u3092 handoff\u3001handoff_reason \u3092 year_unpublished \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6b21\u306e\u8cea\u554f\u306b\u306f\u7b54\u3048\u305a\u3001turn_type \u3092 handoff \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5408\u5426\u30fb\u5408\u683c\u306e\u53ef\u80fd\u6027\u30fb\u500d\u7387\u304b\u3089\u306e\u4e88\u6e2c\uff0f\u672c\u4eba\u304c\u51fa\u9858\u8cc7\u683c\u3092\u6e80\u305f\u3059\u304b\u306e\u5224\u5b9a\uff0f\n  \u6210\u7e3e\u30fb\u8a55\u5b9a\u306e\u500b\u5225\u306e\u8a55\u4fa1\uff0f\u5968\u5b66\u91d1\u306e\u63a1\u5426\u306e\u898b\u8fbc\u307f\uff0f\u53d7\u9a13\u4e0a\u306e\u914d\u616e\u30fb\u5065\u5eb7\u306b\u95a2\u308f\u308b\u76f8\u8ac7\uff0f\n  \u82e6\u60c5\n- \u5165\u8a66\u533a\u5206\u3084\u5b66\u79d1\u304c\u5206\u304b\u3089\u305a\u7b54\u3048\u304c\u6c7a\u307e\u3089\u306a\u3044\u3068\u304d\u306f\u3001turn_type \u3092 clarify \u306b\u3057\u3066\u3001\n  \u3069\u306e\u533a\u5206\u30fb\u5b66\u79d1\u304b\u30921\u3064\u3060\u3051\u805e\u304d\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- citations \u306b\u306f\u3001\u4f7f\u3063\u305f\u7bc0\u306e chunk_id \u3068\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u75c5\u540d\u3084\u5bb6\u5ead\u306e\u4e8b\u60c5\u306a\u3069\u3001\u7b54\u3048\u308b\u306e\u306b\u4e0d\u8981\u306a\u500b\u4eba\u7684\u306a\u5185\u5bb9\u306f\u56de\u7b54\u6587\u3067\u7e70\u308a\u8fd4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6839\u62e0\u306e\u7bc0\u3011\n{chunks}\n\n\u3010\u4f1a\u8a71\u306e\u76f4\u524d\u306e\u6d41\u308c\u3011\n{history}\n\n\u3010\u8cea\u554f\u3011\n{question}\n```\n\n**\u300c\u8cea\u554f\u8005\u304c\u66f8\u3044\u305f\u524d\u5e74\u5ea6\u306e\u60c5\u5831\u3092\u6839\u62e0\u306b\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u4f1a\u8a71\u306b\u5f15\u304d\u305a\u3089\u308c\u307e\u3059\u3002** \u4fdd\u8b77\u8005\u304c\u300c\u53bb\u5e74\u306f1\u67088\u65e5\u304b\u3089\u3067\u3057\u305f\u3088\u306d\u300d\u3068\u66f8\u3051\u3070\u3001\u4eca\u5e74\u5ea6\u306e\u7bc0\u3068\u98df\u3044\u9055\u3063\u3066\u3082\u300c1\u67088\u65e5\u304b\u3089\u300d\u306b\u5bc4\u305b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u300c\u8a08\u7b97\u3057\u306a\u3044\u300d\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u300c4\u5e74\u9593\u3067\u3044\u304f\u3089\u3067\u3059\u304b\u300d\u3068\u805e\u304b\u308c\u308b\u3068\u8db3\u3057\u7b97\u3092\u3057\u3066\u7b54\u3048\u307e\u3059\u3002**\u8a08\u7b97\u304c\u5408\u3063\u3066\u3044\u3066\u3082\u3001\u8981\u9805\u306b\u7121\u3044\u6570\u5b57\u306f\u5f8c\u6bb5\u306e\u7167\u5408\u3092\u901a\u308a\u307e\u305b\u3093\u3002** \u5e74\u3054\u3068\u306e\u91d1\u984d\u3092\u4e26\u3079\u3066\u793a\u3059\u3060\u3051\u306b\u3057\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306eJSON\u30b9\u30ad\u30fc\u30de\u3092\u69cb\u9020\u5316\u51fa\u529b\u306b\u6307\u5b9a\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"type\": \"object\",\n  \"properties\": {\n    \"turn_type\": { \"type\": \"string\", \"enum\": [\"answer\", \"clarify\", \"handoff\"] },\n    \"topic\": { \"type\": \"string\",\n      \"enum\": [\"exam_schedule\", \"eligibility\", \"exam_fee\", \"tuition\",\n               \"scholarship\", \"open_campus\", \"campus_life\", \"other\"] },\n    \"answer_year\": { \"type\": [\"string\", \"null\"] },\n    \"answer_text\": { \"type\": \"string\" },\n    \"citations\": { \"type\": \"array\", \"items\": {\n      \"type\": \"object\",\n      \"properties\": {\n        \"chunk_id\": { \"type\": \"string\" },\n        \"quote\": { \"type\": \"string\" }\n      },\n      \"required\": [\"chunk_id\", \"quote\"],\n      \"additionalProperties\": false } },\n    \"handoff_reason\": { \"type\": [\"string\", \"null\"],\n      \"enum\": [\"no_evidence\", \"year_unpublished\", \"result_related\",\n               \"personal_eligibility\", \"scholarship_outcome\",\n               \"accommodation\", \"complaint\", null] },\n    \"clarify_question\": { \"type\": [\"string\", \"null\"] }\n  },\n  \"required\": [\"turn_type\", \"topic\", \"answer_year\", \"answer_text\",\n               \"citations\", \"handoff_reason\", \"clarify_question\"],\n  \"additionalProperties\": false\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u5f62\u304c\u5d29\u308c\u306a\u3044\u3053\u3068\u3067\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306f\u6307\u5b9a\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u308b\u6a5f\u80fd\u3067\u3001\u53b3\u5bc6\u306a\u6e96\u62e0\u304c\u3067\u304d\u306a\u304b\u3063\u305f\u4ee5\u524d\u306eJSON\u30e2\u30fc\u30c9\u3068\u306f\u5bfe\u7167\u7684\u3060\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5fc5\u9808\u306b\u3057\u3001`additionalProperties: false` \u3092\u8a2d\u5b9a\u3059\u308b**\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u308b\u305f\u3081\u3001\u7701\u7565\u3057\u305f\u3044\u9805\u76ee\u306f `null` \u3092\u8a31\u3059\u578b\u3067\u8868\u3057\u3066\u3044\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u56de\u7b54\u6587\u3092\u8aad\u307e\u305a\u306b\u6b21\u306e\u898f\u5247\u3092\u5f53\u3066\u3089\u308c\u307e\u3059\u3002\n\n| \u7167\u5408 | \u901a\u3089\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|\n| `turn_type` \u304c `answer` \u306a\u306e\u306b `citations` \u304c\u7a7a | \u56de\u7b54\u3092\u6b62\u3081\u3066 `no_evidence` \u3068\u3057\u3066\u8077\u54e1\u3078 |\n| `citations` \u306e `chunk_id` \u304c\u3001\u4eca\u56de\u6e21\u3057\u305f\u7bc0\u306b\u7121\u3044 | \u56de\u7b54\u3092\u6b62\u3081\u308b |\n| `quote` \u304c\u3001\u305d\u306e\u7bc0\u306e\u672c\u6587\u306b\u305d\u306e\u307e\u307e\u542b\u307e\u308c\u306a\u3044 | \u56de\u7b54\u3092\u6b62\u3081\u308b |\n| `answer_year` \u304c\u5e74\u5ea6\u53f0\u5e33\u306e\u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u3068\u9055\u3046 | \u56de\u7b54\u3092\u6b62\u3081\u308b |\n| `answer_text` \u306b\u51fa\u305f\u65e5\u4ed8\u30fb\u91d1\u984d\u304c\u3001\u5f15\u7528\u3057\u305f\u7bc0\u306e\u3069\u3053\u306b\u3082\u7121\u3044 | \u56de\u7b54\u3092\u6b62\u3081\u308b |\n\n**\u300c\u5f15\u7528\u304c1\u4ef6\u4ee5\u4e0a\u300d\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u898b\u308b\u306e\u306f\u3001\u914d\u5217\u306e `minItems` \u304c\u69cb\u9020\u5316\u51fa\u529b\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u306a\u3044\u30ad\u30fc\u30ef\u30fc\u30c9\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002** \u30b9\u30ad\u30fc\u30de\u3067\u8868\u305b\u306a\u3044\u6761\u4ef6\u306f\u3001\u53d7\u3051\u53d6\u3063\u305f\u5f8c\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`topic` \u3068 `handoff_reason` \u304c\u305d\u306e\u307e\u307e\u9031\u6b21\u306e\u96c6\u8a08\u306b\u4f7f\u3048\u308b\u3053\u3068\u3067\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u30c1\u30e3\u30c3\u30c8\u753b\u9762 | \u516c\u5f0f\u30b5\u30a4\u30c8\u306b\u57cb\u3081\u8fbc\u3080 | \u8cea\u554f\u3092\u53d7\u3051\u3001\u56de\u7b54\u307e\u305f\u306f\u5f15\u304d\u7d99\u304e\u306e\u6848\u5185\u3092\u8fd4\u3059 |\n| \u5e74\u5ea6\u53f0\u5e33 | \u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u304c\u8aad\u3080 | \u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u3068\u516c\u8868\u306e\u72b6\u614b\u3092\u53d6\u5f97\u3059\u308b |\n| Azure AI Search | \u691c\u7d22\u8981\u6c42\uff08REST API\uff09 | \u7d5e\u308a\u8fbc\u307f\u6761\u4ef6\u4ed8\u304d\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3067\u7bc0\u3092\u8fd4\u3059 |\n| Azure OpenAI Service | \u69cb\u9020\u5316\u51fa\u529b\u3092\u6307\u5b9a\u3057\u305f\u547c\u3073\u51fa\u3057 | \u56de\u7b54\u30fb\u5f15\u7528\u30fb\u5f15\u304d\u7d99\u304e\u306e\u7406\u7531\u30fb\u8a71\u984c\u3092\u8fd4\u3059 |\n| \u554f\u3044\u5408\u308f\u305b\u30d5\u30a9\u30fc\u30e0 | \u65e2\u5b58\u306e\u53d7\u4ed8\u3078\u9001\u308b | \u5f15\u304d\u7d99\u304e\u6642\u306b\u3001\u4f1a\u8a71\u306e\u8981\u7d04\u3068 `handoff_reason` \u3092\u6dfb\u3048\u308b |\n| \u4f1a\u8a71\u8a18\u9332 | \u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u304c\u66f8\u304f | \u53d7\u4ed8\u756a\u53f7\u3001\u8a71\u984c\u3001`turn_type`\u3001\u7167\u5408\u306e\u7d50\u679c |\n\n**\u540d\u7c3f\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u4f1a\u8a71\u304b\u3089\u540d\u7c3f\u3092\u81ea\u52d5\u3067\u66f8\u304d\u63db\u3048\u308b\u3068\u3001\u672c\u4eba\u304c\u77e5\u3089\u306a\u3044\u3046\u3061\u306b\u5c5e\u6027\u304c\u4ed8\u304d\u307e\u3059\u3002**\u5f15\u304d\u7d99\u304e\u306f\u65e2\u5b58\u306e\u30d5\u30a9\u30fc\u30e0\u306e\u53d7\u4ed8\u306b\u5408\u6d41\u3055\u305b\u3001**\u8077\u54e1\u306f\u4eca\u307e\u3067\u3068\u540c\u3058\u5834\u6240\u3067\u8981\u7d04\u304b\u3089\u8aad\u307f\u59cb\u3081\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u8077\u54e1\u3078\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3068\u9031\u6b21\u306e\u4e00\u89a7\u3067\u3059\u3002** \u5168\u4ef6\u3092\u78ba\u8a8d\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e36.7\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **\u5f15\u304d\u7d99\u304c\u308c\u305f\u8cea\u554f\u306b\u8fd4\u4fe1\u3059\u308b** \u2026 `no_evidence` \u306f\u3001FAQ\u306b\u8db3\u3059\u3079\u304d\u8cea\u554f\u304b\u3082\u3042\u308f\u305b\u3066\u5224\u65ad\u3057\u307e\u3059\n2. **\u7167\u5408\u3067\u6b62\u307e\u3063\u305f\u56de\u7b54\u3092\u8aad\u3080** \u2026 \u5f15\u7528\u306e\u4e0d\u4e00\u81f4\u304b\u5e74\u5ea6\u304b\u3092\u898b\u307e\u3059\u3002**\u5e74\u5ea6\u306a\u3089\u53f0\u5e33\u304b\u7d22\u5f15\u306e\u66f4\u65b0\u6f0f\u308c\u3092\u7591\u3044\u307e\u3059**\n3. **\u7fcc\u671d\u306b\u524d\u65e5\u306e\u56de\u7b54\u3092\u629c\u304d\u53d6\u308a\u3067\u8aad\u3080** \u2026 1\u65e520\u4ef6\u307b\u3069\u3092\u8aad\u307f\u3001\u7b54\u3048\u65b9\u306e\u63fa\u308c\u3092\u898b\u3064\u3051\u307e\u3059\n4. **\u9031\u6b21\u306e\u30d5\u30a9\u30ed\u30fc\u5019\u88dc\u3092\u5224\u65ad\u3059\u308b** \u2026 \u6848\u5185\u3059\u308b\u76f8\u624b\u3092\u6c7a\u3081\u3001\u6848\u5185\u306f\u8077\u54e1\u304c\u9001\u308a\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5e74\u5ea6\u3067\u6b62\u307e\u308b\u4ef6\u304c\u7d9a\u304f\u306a\u3089\u3001\u53f0\u5e33\u304b\u7d22\u5f15\u306e\u3069\u3061\u3089\u304b\u304c\u66f4\u65b0\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002**\u6b62\u307e\u3063\u305f\u56de\u7b54\u306f\u3001\u4ed5\u7d44\u307f\u306e\u305a\u308c\u3092\u77e5\u3089\u305b\u308b\u8b66\u5831\u3067\u3059\u3002**\n\n**\u30d5\u30a9\u30ed\u30fc\u5019\u88dc\u306e\u898f\u5247\u306f\u3001\u6700\u521d\u306f\u5358\u7d14\u306b\u3057\u307e\u3059\u3002** \u540c\u3058\u53d7\u4ed8\u756a\u53f7\u30671\u9031\u9593\u306b\u8cea\u554f3\u4ef6\u4ee5\u4e0a\u3001\u307e\u305f\u306f\u5b66\u8cbb\u30fb\u5968\u5b66\u91d1\u30fb\u7279\u5b9a\u5b66\u79d1\u306e\u51fa\u9858\u65b9\u6cd5\u306b\u3064\u3044\u30662\u56de\u4ee5\u4e0a\u3002**\u3059\u3067\u306b\u500b\u5225\u76f8\u8ac7\u3092\u4e88\u7d04\u3057\u3066\u3044\u308b\u4eba\u3068\u3001\u5f15\u304d\u7d99\u304e\u3067\u8077\u54e1\u304c\u5bfe\u5fdc\u4e2d\u306e\u4eba\u306f\u4e00\u89a7\u304b\u3089\u5916\u3057\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u53d7\u4ed8\u4e2d\u306e\u5e74\u5ea6\u306e\u6587\u66f8\u304c\u307e\u3060\u7121\u3044\uff08\u516c\u8868\u524d\uff09 | \u65e5\u7a0b\u30fb\u91d1\u984d\u3092\u7b54\u3048\u305a\u3001\u516c\u8868\u4e88\u5b9a\u6642\u671f\u3092\u6848\u5185\u3057\u3066\u8077\u54e1\u3078 |\n| \u524d\u5e74\u5ea6\u306e\u60c5\u5831\u3092\u660e\u793a\u7684\u306b\u805e\u304b\u308c\u305f\uff08\u524d\u5e74\u5ea6\u306e\u500d\u7387\u306a\u3069\uff09 | \u305d\u306e\u8cea\u554f\u306b\u9650\u308a `previous` \u306e\u7bc0\u3092\u691c\u7d22\u3057\u3001\u56de\u7b54\u306b\u300c\u524d\u5e74\u5ea6\u306e\u5b9f\u7e3e\u300d\u3068\u660e\u8a18 |\n| \u5b66\u5e74\u304b\u3089\u5165\u8a66\u5e74\u5ea6\u304c\u305a\u308c\u308b\uff08\u300c\u4eca\u306f\u9ad8\u68212\u5e74\u751f\u3067\u3059\u300d\uff09 | \u5bfe\u8c61\u5e74\u5ea6\u306e\u6587\u66f8\u304c\u7121\u3051\u308c\u3070 `year_unpublished` \u3068\u3057\u3066\u6271\u3046 |\n| \u5165\u8a66\u533a\u5206\u30fb\u5b66\u79d1\u304c\u5206\u304b\u3089\u306a\u3044 | 1\u3064\u3060\u3051\u805e\u304d\u8fd4\u3059\u30022\u56de\u805e\u3044\u3066\u3082\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u8077\u54e1\u3078 |\n| \u691c\u7d22\u3067\u7bc0\u304c1\u4ef6\u3082\u898b\u3064\u304b\u3089\u306a\u3044 | `no_evidence` \u3068\u3057\u3066\u8077\u54e1\u3078\u3002**FAQ\u306b\u8db3\u3059\u5019\u88dc\u3068\u3057\u3066\u8a18\u9332** |\n| \u751f\u6210AI\u306e\u5fdc\u7b54\u304c\u8fd4\u3089\u306a\u3044\u3001\u5f62\u5f0f\u304c\u5d29\u308c\u308b | \u300c\u5165\u8a66\u5e83\u5831\u5ba4\u304b\u3089\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u8fd4\u3057\u3001\u30d5\u30a9\u30fc\u30e0\u3078\u5f15\u304d\u7d99\u3050 |\n| \u75c5\u540d\u3084\u969c\u5bb3\u306b\u89e6\u308c\u308b\u76f8\u8ac7\u304c\u66f8\u304b\u308c\u305f | \u7b54\u3048\u305a\u306b\u8077\u54e1\u3078\u3002\u5c02\u7528\u306e\u7a93\u53e3\u3092\u6848\u5185\u3059\u308b |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u5e74\u5ea6\u306e\u53d6\u308a\u9055\u3048\u306b\u95a2\u308f\u308b\u4f8b\u5916\u3067\u3059\u3002** 2\u884c\u76ee\u306f\u3001\u7981\u3058\u904e\u304e\u308b\u3068\u300c\u53bb\u5e74\u306e\u500d\u7387\u306f\uff1f\u300d\u306b\u3082\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002**\u524d\u5e74\u5ea6\u306e\u7bc0\u306f\u3001\u8cea\u554f\u8005\u304c\u524d\u5e74\u5ea6\u3068\u660e\u793a\u3057\u305f\u3068\u304d\u3060\u3051\u4f7f\u3044\u3001\u56de\u7b54\u306b\u5e74\u5ea6\u3092\u5fc5\u305a\u66f8\u304b\u305b\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8cea\u554f\u6587\uff08\u4f0f\u305b\u5b57\u306b\u3057\u305f\u5f8c\u306e\u3082\u306e\uff09\u3068\u3001\u56de\u7b54\u6587\u30fb`turn_type`\u30fb`topic`\u30fb`handoff_reason`\n- **\u305d\u306e\u3068\u304d\u306e\u5e74\u5ea6\u53f0\u5e33\u306e\u5185\u5bb9\u3068\u3001\u691c\u7d22\u306b\u4ed8\u3051\u305f\u7d5e\u308a\u8fbc\u307f\u6761\u4ef6**\n- \u691c\u7d22\u3067\u8fd4\u3063\u305f\u7bc0\u306e `chunk_id` \u3068\u3001\u751f\u6210AI\u304c\u5f15\u7528\u3057\u305f\u7bc0\u306e `chunk_id`\n- \u7167\u5408\u306e\u7d50\u679c\uff08\u901a\u3063\u305f\uff0f\u6b62\u307e\u3063\u305f\u3001\u6b62\u307e\u3063\u305f\u7406\u7531\uff09\n- \u53d7\u4ed8\u756a\u53f7\uff08\u540c\u610f\u3057\u305f\u4eba\u306e\u307f\uff09\u3068\u3001\u540c\u610f\u3057\u305f\u65e5\u6642\n- \u8077\u54e1\u304c\u5f15\u304d\u7d99\u304e\u306b\u8fd4\u4fe1\u3057\u305f\u65e5\u6642\u3068\u3001FAQ\u306b\u8db3\u3057\u305f\u304b\u3069\u3046\u304b\n\n**2\u3064\u76ee\u3092\u6b8b\u3059\u306e\u306f\u3001\u300c\u30c1\u30e3\u30c3\u30c8\u3067\u805e\u3044\u305f\u65e5\u7a0b\u3068\u9055\u3063\u305f\u300d\u3068\u9023\u7d61\u304c\u3042\u3063\u305f\u3068\u304d\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u6f0f\u308c\u304b\u751f\u6210AI\u306e\u8aa4\u308a\u304b\u3092\u5207\u308a\u5206\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u4f1a\u8a71\u8a18\u9332\u306e\u4fdd\u5b58\u671f\u9593\u306f\u540d\u7c3f\u3068\u540c\u3058\u898f\u7a0b\u306b\u5408\u308f\u305b\u3001\u5165\u8a66\u5e74\u5ea6\u304c\u7d42\u308f\u3063\u305f\u3089\u53d7\u4ed8\u756a\u53f7\u3068\u306e\u7d10\u3065\u3051\u3092\u5916\u3057\u307e\u3059\u3002","minimal_setup":"1. \u904e\u53bb3\u304b\u6708\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u308950\u4ef6\u3092\u9078\u3076\uff08**\u3046\u306110\u4ef6\u306f\u3001\u524d\u5e74\u5ea6\u3068\u4eca\u5e74\u5ea6\u3067\u7b54\u3048\u304c\u5909\u308f\u308b\u8cea\u554f\u306b\u3059\u308b**\uff09\n2. \u4eca\u5e74\u5ea6\u306e\u52df\u96c6\u8981\u9805\u3068\u5b66\u8cbb\u306e\u6848\u5185\u304b\u3089\u3001\u8a72\u5f53\u3059\u308b\u7bc0\u306e\u6587\u7ae0\u3092\u624b\u3067\u30b3\u30d4\u30fc\u3057\u3066\u304a\u304f\n3. \u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u306b\u3001\u7bc0\u306e\u6587\u7ae0\u3068\u8cea\u554f\u3092\u8cbc\u308a\u3001\u300c\u3053\u306e\u6587\u7ae0\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u306f\u300e\u5206\u304b\u3089\u306a\u3044\u300f\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u56de\u7b54\u306b\u306f\u5e74\u5ea6\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n4. \u51fa\u3066\u304d\u305f\u56de\u7b54\u3092\u3001\u5f53\u6642\u306e\u8077\u54e1\u306e\u8fd4\u4fe1\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n5. \u540c\u305810\u4ef6\u306b\u3064\u3044\u3066\u3001**\u524d\u5e74\u5ea6\u306e\u8981\u9805\u3082\u3042\u308f\u305b\u3066\u8cbc\u3063\u305f\u3068\u304d\u306b\u3001\u3069\u3061\u3089\u306e\u5e74\u5ea6\u3067\u7b54\u3048\u308b\u304b**\u3092\u78ba\u304b\u3081\u308b\n\n**5\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5fc5\u8981\u6027\u3092\u78ba\u304b\u3081\u308b\u8a66\u9a13\u3067\u3059\u3002** \u524d\u5e74\u5ea6\u3068\u4eca\u5e74\u5ea6\u306e\u6587\u66f8\u304c\u4e21\u65b9\u76ee\u306e\u524d\u306b\u3042\u308b\u3068\u3001\u751f\u6210AI\u306f\u8cea\u554f\u306e\u8a00\u3044\u56de\u3057\u306b\u8fd1\u3044\u307b\u3046\u3092\u4f7f\u3044\u307e\u3059\u3002**\u3053\u3053\u3067\u53d6\u308a\u9055\u3048\u304c\u51fa\u308c\u3070\u3001\u691c\u7d22\u306e\u6bb5\u968e\u3067\u5e74\u5ea6\u3092\u7d5e\u308b\u8a2d\u8a08\u304c\u5fc5\u8981\u3060\u3068\u3044\u3046\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u4eca\u5e74\u5ea6\u306e\u7bc0\u3060\u3051\u3092\u8cbc\u3063\u305f\u3068\u304d\u306f\u6b63\u3057\u304f\u7b54\u3048\u305f | **\u691c\u7d22\u57fa\u76e4\u3068\u5e74\u5ea6\u53f0\u5e33\u306e\u69cb\u7bc9\u306b\u9032\u3080** |\n| \u4e21\u5e74\u5ea6\u3092\u8cbc\u308b\u3068\u524d\u5e74\u5ea6\u3067\u7b54\u3048\u308b\u4ef6\u304c\u3042\u308b | \u60f3\u5b9a\u3069\u304a\u308a\u3002**\u7d5e\u308a\u8fbc\u307f\u3092\u691c\u7d22\u5074\u306b\u7f6e\u304f\u7406\u7531\u306b\u306a\u308b** |\n| \u7bc0\u3092\u8cbc\u3063\u3066\u3082\u7b54\u3048\u304c\u8981\u9805\u3068\u305a\u308c\u308b | \u7bc0\u306e\u5207\u308a\u65b9\u304b\u3001\u8868\u3092\u6587\u7ae0\u306b\u76f4\u3059\u524d\u51e6\u7406\u3092\u898b\u76f4\u3059 |","minimal_setup_short":"\u8077\u54e1\u304c\u7bc0\u3068\u8cea\u554f\u3092\u751f\u6210AI\u306b\u8cbc\u308a\u3001\u8fd4\u4fe1\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b \uff0f \u4e0b\u66f8\u304d\u306e\u4f5c\u6210","semi_auto_setup":"\u4e0a\u8a18\uff0b\u691c\u7d22\u57fa\u76e4\u3068\u5e74\u5ea6\u53f0\u5e33\u3092\u4f5c\u308a\u3001\u8077\u54e1\u5411\u3051\u306e\u753b\u9762\u3067\u8cea\u554f\u3092\u5165\u308c\u308b\u3068\u6839\u62e0\u4ed8\u304d\u306e\u4e0b\u66f8\u304d\u304c\u51fa\u308b \uff0f \u63a2\u3059\u4f5c\u696d\u3068\u4e0b\u66f8\u304d\u3002\u8fd4\u4fe1\u306f\u8077\u54e1\u304c\u9001\u308b","full_setup":"\u4e0a\u8a18\uff0b\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u76f4\u63a5\u56de\u7b54\u3057\u3001\u7167\u5408\u3068\u5f15\u304d\u7d99\u304e\u3001\u9031\u6b21\u306e\u30d5\u30a9\u30ed\u30fc\u5019\u88dc\u306e\u4e00\u89a7\u307e\u3067\u884c\u3046 \uff0f \u4e00\u6b21\u56de\u7b54\u306e\u5168\u4f53\u3068\u3001\u30d5\u30a9\u30ed\u30fc\u5148\u306e\u6d17\u3044\u51fa\u3057","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef66\u5206\u304c3\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u63a2\u3059\u6642\u9593\u306f\u307b\u307c\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u8077\u54e1\u304c\u4e0b\u66f8\u304d\u3092\u8aad\u3093\u3067\u9001\u308b\u4f5c\u696d\u304c\u5168\u4ef6\u306b\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u3067\u5e73\u57472\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u3067\u5b8c\u7d50\u3059\u308b\u8cea\u554f\u306b\u8077\u54e1\u304c\u89e6\u308c\u306a\u304f\u306a\u308b\u305f\u3081\u3067\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30921\u301c2\u304b\u6708\u52d5\u304b\u3059\u3068\u3001\u4e0b\u66f8\u304d\u304c\u5916\u308c\u308b\u8cea\u554f\u306e\u578b\u3068\u3001FAQ\u306b\u8db3\u308a\u306a\u3044\u8cea\u554f\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\u8077\u54e1\u304c\u6bce\u65e5\u898b\u3066\u3044\u308b\u3046\u3061\u306b\u5e74\u5ea6\u53f0\u5e33\u306e\u904b\u7528\u3092\u56fa\u3081\u3001\u305d\u308c\u304b\u3089\u53d7\u9a13\u751f\u306e\u524d\u306b\u51fa\u3057\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u524d\u5e74\u5ea6\u306e\u8981\u9805\u3067\u7b54\u3048\u308b | \u7d5e\u308a\u8fbc\u307f\u3092\u691c\u7d22\u5074\u306b\u7f6e\u304f\u3002**\u751f\u6210AI\u3078\u306e\u6307\u793a\u3060\u3051\u3067\u9632\u3054\u3046\u3068\u3057\u306a\u3044** |\n| \u53f0\u5e33\u3092\u66f4\u65b0\u3057\u305f\u306e\u306b\u7d22\u5f15\u304c\u53e4\u3044 | \u53f0\u5e33\u306e\u66f4\u65b0\u3068\u7d22\u5f15\u306e\u4f5c\u308a\u76f4\u3057\u3092\u540c\u3058\u624b\u9806\u306b\u3057\u3001\u5b8c\u4e86\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u516c\u958b |\n| \u5e74\u5ea6\u306e\u5024\u306e\u8868\u8a18\u304c\u3070\u3089\u3070\u3089\u3067\u7d5e\u308a\u8fbc\u307f\u304b\u3089\u843d\u3061\u308b | \u897f\u66a64\u6841\u306e\u6587\u5b57\u5217\u3060\u3051\u306b\u3059\u308b\u3002**\u5b8c\u5168\u4e00\u81f4\u3067\u5927\u6587\u5b57\u5c0f\u6587\u5b57\u3082\u533a\u5225\u3055\u308c\u308b** |\n| \u5f8c\u304b\u3089\u5b66\u79d1\u3067\u7d5e\u308a\u305f\u304f\u306a\u3063\u305f | \u65e2\u5b58\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306f\u5f8c\u304b\u3089\u7d5e\u308a\u8fbc\u307f\u53ef\u80fd\u306b\u3067\u304d\u306a\u3044\u3002**\u6700\u521d\u306b\u9805\u76ee\u3092\u6c7a\u3081\u5207\u308b** |\n| FAQ\u306b\u5e74\u5ea6\u304c\u7121\u3044 | FAQ\u30921\u554f\u305a\u3064\u5e74\u5ea6\u306b\u7d10\u3065\u3051\u76f4\u3059\u3002\u7d10\u3065\u3051\u3089\u308c\u306a\u3044\u3082\u306e\u306f\u7d22\u5f15\u306b\u5165\u308c\u306a\u3044 |\n| \u5b66\u751f\u4fbf\u89a7\u306e\u5236\u5ea6\u3068\u5165\u5b66\u524d\u306e\u5236\u5ea6\u3092\u53d6\u308a\u9055\u3048\u308b | \u5b66\u751f\u4fbf\u89a7\u306f\u53d7\u9a13\u751f\u3078\u306e\u56de\u7b54\u306e\u6839\u62e0\u304b\u3089\u5916\u3059 |\n| \u56de\u7b54\u306b\u66f8\u304b\u308c\u305f\u91d1\u984d\u304c\u8981\u9805\u306b\u7121\u3044 | \u8a08\u7b97\u3092\u7981\u3058\u3001**\u5f15\u7528\u5143\u306b\u7121\u3044\u6570\u5b57\u306f\u7167\u5408\u3067\u6b62\u3081\u308b** |\n| \u516c\u8868\u524d\u306b\u300c\u4f8b\u5e74\u3069\u304a\u308a\u300d\u3068\u7b54\u3048\u308b | \u53f0\u5e33\u306e\u516c\u8868\u524d\u306e\u72b6\u614b\u3092\u898b\u3066\u3001\u56de\u7b54\u3092\u4f5c\u3089\u305b\u306a\u3044 |\n| \u8cea\u554f\u306e\u591a\u3044\u4eba\u306b\u4e00\u5f8b\u3067\u6848\u5185\u3092\u9001\u308b | \u4e00\u89a7\u307e\u3067\u306b\u3057\u3066\u3001**\u6848\u5185\u3059\u308b\u304b\u306f\u5e83\u5831\u62c5\u5f53\u304c\u6c7a\u3081\u308b** |\n| On Your Data \u3092\u524d\u63d0\u306b\u7d44\u3093\u3067\u3057\u307e\u3046 | 2026\u5e7410\u670814\u65e5\u306e\u5ec3\u6b62\u304c\u660e\u8a18\u3055\u308c\u3066\u3044\u308b\u3002**\u691c\u7d22\u3092\u76f4\u63a5\u547c\u30762\u6bb5\u306e\u69cb\u6210\u306b\u3059\u308b** |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u300c\u5e74\u5ea6\u306e\u7d5e\u308a\u8fbc\u307f\u304c\u6b63\u3057\u304f\u52b9\u3044\u3066\u3044\u308b\u304b\u300d\u3068\u3044\u3046\u540c\u3058\u4e00\u70b9\u304b\u3089\u51fa\u3066\u3044\u307e\u3059\u3002**\u751f\u6210AI\u306e\u6307\u793a\u3067\u5b88\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u53f0\u5e33\u30fb\u7d22\u5f15\u30fb\u7d5e\u308a\u8fbc\u307f\u3068\u3044\u3046\u4ed5\u7d44\u307f\u3067\u5b88\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**\n\n**\u4e0b\u306e2\u884c\u3082\u65e9\u304f\u52b9\u3044\u3066\u304d\u307e\u3059\u3002** \u4e00\u5f8b\u306e\u6848\u5185\u306f\u3001\u8cea\u554f\u306e\u591a\u3055\u3092\u95a2\u5fc3\u306e\u9ad8\u3055\u3068\u53d6\u308a\u9055\u3048\u307e\u3059\u3002On Your Data \u306f\u624b\u8efd\u3055\u304b\u3089\u9078\u3070\u308c\u3084\u3059\u3044\u306e\u3067\u3059\u304c\u3001\u69cb\u9020\u5316\u51fa\u529b\u3068\u4f75\u7528\u3067\u304d\u305a\u3001\u3053\u306e\u69cb\u6210\u306e\u7167\u5408\u304c\u7d44\u3081\u307e\u305b\u3093\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u53d7\u9a13\u751f\u3068\u4fdd\u8b77\u8005\u306e\u8cea\u554f\u6587\u3001\u305d\u3053\u306b\u66f8\u304b\u308c\u3046\u308b\u6c0f\u540d\u30fb\u9ad8\u6821\u540d\u30fb\u6210\u7e3e\u3001\u305d\u3057\u3066\u53d7\u4ed8\u756a\u53f7\u3067\u7d10\u3065\u304f\u8cc7\u6599\u8acb\u6c42\u3084\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u306e\u7533\u8fbc\u60c5\u5831\u3067\u3059\u3002**\u8cea\u554f\u8005\u306e\u591a\u304f\u306f\u672a\u6210\u5e74\u3067\u3059\u3002**\n\n1. **\u7d10\u3065\u3051\u306e\u76ee\u7684\u3092\u3001\u7533\u8fbc\u306e\u6642\u70b9\u3067\u5177\u4f53\u7684\u306b\u793a\u3059** \u2026 \u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u59d4\u54e1\u4f1a\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u306f\u3001\u5229\u7528\u76ee\u7684\u306f\u5358\u306b\u62bd\u8c61\u7684\u30fb\u4e00\u822c\u7684\u306b\u3067\u306f\u306a\u304f\u3001\u672c\u4eba\u304c\u4e00\u822c\u7684\u304b\u3064\u5408\u7406\u7684\u306b\u60f3\u5b9a\u3067\u304d\u308b\u7a0b\u5ea6\u306b\u5177\u4f53\u7684\u306b\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002**\u300c\u30c1\u30e3\u30c3\u30c8\u3067\u306e\u8cea\u554f\u306e\u56de\u6570\u3068\u8a71\u984c\u3092\u3082\u3068\u306b\u3001\u500b\u5225\u76f8\u8ac7\u306e\u3054\u6848\u5185\u306b\u5229\u7528\u3057\u307e\u3059\u300d**\u3068\u3001\u30c1\u30e3\u30c3\u30c8\u3092\u958b\u304f\u524d\u306b\u793a\u3057\u3001\u540c\u610f\u3057\u305f\u4eba\u3060\u3051\u3092\u7d10\u3065\u3051\u307e\u3059\n2. **\u5206\u6790\u306e\u3088\u3046\u306a\u6271\u3044\u306f\u3001\u3068\u304f\u306b\u5177\u4f53\u7684\u306b\u66f8\u304f** \u2026 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\u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Azure AI Search \u304c\u30c7\u30fc\u30bf\u3092AI\u306b\u63a5\u7d9a\u3059\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u6839\u62e0\u306e\u3042\u308b\u56de\u7b54\u306e\u751f\u6210\u3092\u652f\u3048\u308b\u3053\u3068\u3002\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306e\u30af\u30a8\u30ea\u3068\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u5099\u3048\u308b\u3053\u3068\u3002JSON\u5f62\u5f0f\u306e\u6587\u66f8\u306b\u306e\u307f\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210\u3067\u304d\u308b\u3053\u3068 | [Microsoft Learn: Azure AI \u691c\u7d22\u306e\u6982\u8981](https:\/\/learn.microsoft.com\/ja-jp\/azure\/search\/search-what-is-azure-search) | 2026-09-25 |\n| 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\u69cb\u9020\u5316\u51fa\u529b\u304c\u6307\u5b9a\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u308b\u6a5f\u80fd\u3067\u3001\u4ee5\u524d\u306eJSON\u30e2\u30fc\u30c9\u3068\u7570\u306a\u308b\u3053\u3068\u3002\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5fc5\u9808\u306b\u3057\u3001`additionalProperties: false` \u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3002`null` \u3068\u306e\u5171\u7528\u4f53\u3067\u7701\u7565\u53ef\u80fd\u306a\u9805\u76ee\u3092\u8868\u305b\u308b\u3053\u3068\u3002`minItems`\u30fb`pattern` \u306a\u3069\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u306a\u3044\u3053\u3068\u3002\u6301\u3061\u8fbc\u307f\u30c7\u30fc\u30bf\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u69cb\u9020\u5316\u51fa\u529b\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u306a\u3044\u3053\u3068 | [Microsoft Learn: \u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5](https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-foundry\/openai\/how-to\/structured-outputs) | 2026-09-25 |\n| \u5229\u7528\u76ee\u7684\u3092\u3001\u672c\u4eba\u304c\u4e00\u822c\u7684\u304b\u3064\u5408\u7406\u7684\u306b\u60f3\u5b9a\u3067\u304d\u308b\u7a0b\u5ea6\u306b\u5177\u4f53\u7684\u306b\u7279\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u3002\u95b2\u89a7\u5c65\u6b74\u3084\u8cfc\u8cb7\u5c65\u6b74\u3092\u5206\u6790\u3057\u3066\u5e83\u544a\u914d\u4fe1\u306b\u4f7f\u3046\u5834\u5408\u306e\u9069\u5207\u306a\u4f8b\u3068\u3001\u300c\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6d3b\u52d5\u306b\u7528\u3044\u308b\u305f\u3081\u300d\u304c\u4e0d\u9069\u5207\u306a\u4f8b\u3067\u3042\u308b\u3053\u3068\u3002\u53d6\u5f97\u6642\u306e\u5229\u7528\u76ee\u7684\u306e\u901a\u77e5\u30fb\u516c\u8868 | [\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u59d4\u54e1\u4f1a: \u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08\u901a\u5247\u7de8\uff09](https:\/\/www.ppc.go.jp\/personalinfo\/legal\/guidelines_tsusoku\/) | 2026-09-25 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