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Fusion\uff08RRF\uff09\u304c\u4f7f\u308f\u308c\u307e\u3059\u3002\u578b\u756a\u3084\u30a8\u30e9\u30fc\u30b3\u30fc\u30c9\u306e\u3088\u3046\u306a\u300c\u6587\u5b57\u5217\u305d\u306e\u3082\u306e\u300d\u304c\u52b9\u304f\u8cea\u554f\u306f\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u304c\u3001\u300c\u7570\u97f3\u304c\u3059\u308b\u300d\u306e\u3088\u3046\u306a\u8a00\u3044\u63db\u3048\u306e\u591a\u3044\u8cea\u554f\u306f\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u304c\u62fe\u3044\u307e\u3059\u3002**\u4fdd\u5168\u306e\u8cea\u554f\u306f\u4e21\u65b9\u304c\u6df7\u3056\u308b\u305f\u3081\u3001\u7247\u65b9\u3060\u3051\u3067\u306f\u8db3\u308a\u307e\u305b\u3093**\n- **\u30e1\u30bf\u30c7\u30fc\u30bf\u3067\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 \u9078\u629e\u3055\u308c\u305f\u578b\u5f0f\u30fb\u5de5\u5834\u306b\u4e00\u81f4\u3059\u308b\u65ad\u7247\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\n- **\u4e26\u3079\u66ff\u3048\uff08\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e9\u30f3\u30ab\u30fc\uff09** \u2026 \u7d71\u5408\u5f8c\u306e\u7d50\u679c\u306b\u5bfe\u3057\u3066\u3001\u8a00\u8a9e\u7406\u89e3\u30e2\u30c7\u30eb\u3067\u95a2\u9023\u5ea6\u3092\u6e2c\u308a\u76f4\u3057\u307e\u3059\u3002**\u4e26\u3079\u66ff\u3048\u306e\u5bfe\u8c61\u306b\u306a\u308b\u306e\u306f\u6700\u521d\u306e\u691c\u7d22\u7d50\u679c\u306e\u4e0a\u4f4d50\u4ef6\u3060\u3051\u3067\u3059\u3002** \u4e0a\u4f4d50\u4ef6\u306b\u6b63\u3057\u3044\u65ad\u7247\u304c\u5165\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u4e26\u3079\u66ff\u3048\u3067\u306f\u62fe\u3048\u307e\u305b\u3093\u3002\u7d5e\u308a\u8fbc\u307f\u3068\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u306e\u6bb5\u968e\u3067\u3001\u5019\u88dc\u309250\u4ef6\u306e\u4e2d\u306b\u5165\u308c\u308b\u8a2d\u8a08\u304c\u8981\u308a\u307e\u3059\u3002\u306a\u304a\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u540c\u7fa9\u8a9e\u30de\u30c3\u30d7\u3092\u8a2d\u5b9a\u3057\u3066\u304a\u304f\u3068\u3001\u4e26\u3079\u66ff\u3048\u306e\u969b\u306b\u3082\u9069\u7528\u3055\u308c\u307e\u3059\u3002\u524d\u51e6\u7406\u3067\u4f5c\u308b\u7528\u8a9e\u8f9e\u66f8\u306f\u3001\u3053\u3053\u306b\u8f09\u305b\u3089\u308c\u307e\u3059\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u56de\u7b54\u6848\u306e\u4f5c\u6210 | \u691c\u7d22\u3067\u5f97\u305f\u65ad\u7247\u306e\u5185\u5bb9\u3060\u3051\u3092\u4f7f\u3063\u3066\u3001\u624b\u9806\u306e\u8981\u70b9\u3092\u307e\u3068\u3081\u308b |\n| \u5f15\u7528\u306e\u660e\u793a | \u3069\u306e\u6587\u66f8\u306e\u3069\u306e\u7b87\u6240\u3092\u6839\u62e0\u306b\u3057\u305f\u304b\u3092\u793a\u3059 |\n| \u4e0d\u8db3\u306e\u7533\u544a | \u65ad\u7247\u306e\u4e2d\u306b\u7b54\u3048\u304c\u306a\u3044\u5834\u5408\u3001\u300c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3068\u7b54\u3048\u308b |\n| \u524d\u63d0\u306e\u78ba\u8a8d | \u578b\u5f0f\u30fb\u72b6\u6cc1\u306b\u3088\u3063\u3066\u624b\u9806\u304c\u5206\u304b\u308c\u308b\u5834\u5408\u3001\u3069\u306e\u6761\u4ef6\u304b\u3092\u554f\u3044\u8fd4\u3059 |","prompt_example":"```\n\u3042\u306a\u305f\u306f\u8a2d\u5099\u4fdd\u5168\u306e\u8abf\u3079\u3082\u306e\u3092\u624b\u4f1d\u3046\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u6587\u66f8\u306e\u65ad\u7247\u3060\u3051\u3092\u4f7f\u3063\u3066\u3001\u8cea\u554f\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u65ad\u7247\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u8a2d\u5099\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7b54\u3048\u304c\u65ad\u7247\u306e\u4e2d\u306b\u7121\u3044\u5834\u5408\u306f\u300c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u7b54\u3048\u3001\n  \u4f55\u3092\u63a2\u305b\u3070\u3088\u3044\u304b\u306e\u624b\u304c\u304b\u308a\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u56de\u7b54\u306e\u5404\u6587\u306b\u3001\u6839\u62e0\u3068\u306a\u3063\u305f\u65ad\u7247\u306e\u756a\u53f7\u3092 [1][2] \u306e\u5f62\u3067\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6839\u62e0\u3092\u4ed8\u3051\u3089\u308c\u306a\u3044\u6587\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u578b\u5f0f\u304c\u4e00\u81f4\u3057\u306a\u3044\u65ad\u7247\u306f\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4f3c\u305f\u578b\u5f0f\u306e\u624b\u9806\u3092\u6d41\u7528\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5b89\u5168\u306b\u304b\u304b\u308f\u308b\u624b\u9806\uff08\u505c\u6b62\u64cd\u4f5c\u3001\u901a\u96fb\u3001\u958b\u653e\uff09\u306f\u3001\n  \u8981\u7d04\u305b\u305a\u306b\u539f\u6587\u306e\u307e\u307e\u5f15\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u65ad\u7247\u306e\u7248\u304c\u53e4\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u305d\u306e\u65e8\u3092\u5148\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8cea\u554f\u3011\n{question}\n\n\u3010\u5bfe\u8c61\u8a2d\u5099\u3011\n\u578b\u5f0f: {model}  \u53f7\u6a5f: {unit}  \u5de5\u5834: {plant}\n\n\u3010\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u65ad\u7247\u3011\n{retrieved_chunks}\n```\n\n**\u300c\u5b89\u5168\u306b\u304b\u304b\u308f\u308b\u624b\u9806\u306f\u8981\u7d04\u305b\u305a\u539f\u6587\u306e\u307e\u307e\u5f15\u7528\u3059\u308b\u300d\u306e1\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u91cd\u8981\u3067\u3059\u3002** \u8981\u7d04\u306f\u5fc5\u305a\u4f55\u304b\u3092\u843d\u3068\u3057\u307e\u3059\u3002\u7de0\u3081\u4ed8\u3051\u30c8\u30eb\u30af\u306e\u5024\u3001\u9806\u756a\u3001\u5f85\u3061\u6642\u9593\u304c\u843d\u3061\u308b\u3068\u3001\u4f5c\u696d\u305d\u306e\u3082\u306e\u304c\u5371\u967a\u306b\u306a\u308a\u307e\u3059\u3002","output_data":"```json\n{\n  \"answer\": \"\",\n  \"citations\": [\n    {\n      \"ref\": 1,\n      \"doc_type\": \"\u30de\u30cb\u30e5\u30a2\u30eb | \u4f5c\u696d\u5c65\u6b74\",\n      \"title\": \"\",\n      \"model\": \"\",\n      \"page\": \"\",\n      \"revision\": \"\",\n      \"url\": \"\",\n      \"quote\": \"\"\n    }\n  ],\n  \"answer_found\": true,\n  \"model_mismatch\": false,\n  \"revision_warning\": \"\",\n  \"follow_up_question\": \"\",\n  \"safety_notice\": \"\"\n}\n```\n\n`answer_found` \u3092\u5fc5\u305a\u6301\u305f\u305b\u307e\u3059\u3002**\u300c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u300d\u3092\u660e\u793a\u7684\u306b\u8fd4\u305b\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001AI\u306f\u4f55\u304b\u3057\u3089\u306e\u7b54\u3048\u3092\u4f5c\u308a\u307e\u3059\u3002** \u3053\u308c\u304c\u4fdd\u5168\u306e\u73fe\u5834\u3067\u3082\u3063\u3068\u3082\u907f\u3051\u305f\u3044\u6319\u52d5\u3067\u3059\u3002\n\n`model_mismatch` \u306f\u3001\u691c\u7d22\u7d50\u679c\u306e\u578b\u5f0f\u304c\u8cea\u554f\u306e\u578b\u5f0f\u3068\u9055\u3046\u5834\u5408\u306b\u7acb\u3066\u307e\u3059\u3002\u3053\u3053\u304c\u7acb\u3063\u3066\u3044\u308b\u306e\u306b\u56de\u7b54\u304c\u51fa\u3066\u3044\u308b\u72b6\u614b\u306f\u3001\u904b\u7528\u4e0a\u306e\u7570\u5e38\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002","integration_systems":"| \u9023\u643a\u5148 | \u5185\u5bb9 |\n|:--|:--|\n| \u4fdd\u5168\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u8cea\u554f\u3068\u5bfe\u5fdc\u7d50\u679c\u3092\u3001\u305d\u306e\u4f5c\u696d\u306e\u8a18\u9332\u306b\u7d10\u3065\u3051\u308b |\n| \u6587\u66f8\u306e\u4fdd\u7ba1\u5148 | \u5f15\u7528\u5143\u306ePDF\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3092\u958b\u304f\u30ea\u30f3\u30af |\n| \u901a\u77e5 | \u300c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u300d\u8cea\u554f\u3092\u3001\u6708\u6b21\u3067\u4fdd\u5168\u306e\u30ea\u30fc\u30c0\u30fc\u3078 |\n\n**3\u756a\u76ee\u304c\u3001\u3053\u306e\u4ed5\u7d44\u307f\u3092\u80b2\u3066\u308b\u7d4c\u8def\u3067\u3059\u3002** \u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u8cea\u554f\u306f\u3001\u6587\u66f8\u304c\u7121\u3044\u304b\u3001\u53d6\u308a\u8fbc\u3081\u3066\u3044\u306a\u3044\u304b\u3001\u8a00\u8449\u304c\u9055\u3046\u304b\u306e\u3069\u308c\u304b\u3067\u3059\u3002\u6708\u6b21\u3067\u898b\u76f4\u3059\u3053\u3068\u3067\u3001\u6b21\u7b2c\u306b\u5b88\u5099\u7bc4\u56f2\u304c\u5e83\u304c\u308a\u307e\u3059\u3002\n\n\u73fe\u5834\u304b\u3089\u306e\u5229\u7528\u306f\u3001\u5de5\u5834\u306e\u30bf\u30d6\u30ec\u30c3\u30c8\u307e\u305f\u306f\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u304b\u3089\u306b\u3057\u307e\u3059\u3002\u624b\u888b\u3092\u3057\u305f\u307e\u307e\u64cd\u4f5c\u3059\u308b\u3053\u3068\u3092\u524d\u63d0\u306b\u3001\u5165\u529b\u306f\u9078\u629e\u5f0f\u3092\u591a\u304f\u3057\u3001\u97f3\u58f0\u5165\u529b\u3082\u9078\u3079\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","human_review":"**\u56de\u7b54\u3092\u305d\u306e\u307e\u307e\u4f5c\u696d\u306b\u4f7f\u308f\u305b\u307e\u305b\u3093\u3002\u5f15\u7528\u5143\u3092\u958b\u304f\u3053\u3068\u3092\u524d\u63d0\u306b\u3057\u305f\u904b\u7528\u306b\u3057\u307e\u3059\u3002**\n\n\u6761\u4ef6\u306b\u3088\u3063\u3066\u6271\u3044\u3092\u5206\u3051\u307e\u3059\u3002\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u6271\u3044 |\n|:--|:--|\n| \u90e8\u54c1\u756a\u53f7\u30fb\u578b\u5f0f\u306e\u78ba\u8a8d | \u56de\u7b54\u3068\u5f15\u7528\u3067\u5b8c\u7d50\u3057\u3066\u3088\u3044 |\n| \u5b9a\u671f\u4fdd\u5168\u306e\u624b\u9806\u78ba\u8a8d | \u5f15\u7528\u5143\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u78ba\u8a8d\u3059\u308b |\n| \u505c\u6b62\u30fb\u7570\u5e38\u6642\u306e\u5bfe\u5fdc\u624b\u9806 | **\u5fc5\u305a\u539f\u5178\u3092\u958b\u304f\u3002** \u56de\u7b54\u306f\u8a72\u5f53\u7b87\u6240\u3078\u306e\u6848\u5185\u3068\u3057\u3066\u4f7f\u3046 |\n| \u5b89\u5168\u306b\u304b\u304b\u308f\u308b\u64cd\u4f5c | \u539f\u5178\u3068\u793e\u5185\u306e\u5b89\u5168\u57fa\u6e96\u306e\u4e21\u65b9\u3092\u78ba\u8a8d\u3059\u308b\u3002\u56de\u7b54\u306f\u53c2\u7167\u306e\u5165\u53e3\u306b\u3068\u3069\u3081\u308b |\n\n\u3053\u306e\u7dda\u5f15\u304d\u3092\u3001\u753b\u9762\u4e0a\u3067\u3082\u8868\u793a\u3057\u307e\u3059\u3002\u8cea\u554f\u306e\u7a2e\u985e\u3092\u9078\u3070\u305b\u3001\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u300c\u539f\u5178\u3092\u958b\u304f\u300d\u30dc\u30bf\u30f3\u3092\u76ee\u7acb\u305f\u305b\u308b\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8a72\u5f53\u3059\u308b\u65ad\u7247\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | `answer_found: false` \u3067\u8fd4\u3059\u3002**\u63a8\u6e2c\u3067\u7b54\u3048\u306a\u3044** |\n| \u578b\u5f0f\u306e\u9055\u3046\u65ad\u7247\u3057\u304b\u898b\u3064\u304b\u3089\u306a\u3044 | `model_mismatch` \u3092\u7acb\u3066\u3001\u56de\u7b54\u3092\u51fa\u3055\u305a\u306b\u300c\u3053\u306e\u578b\u5f0f\u306e\u6587\u66f8\u306f\u767b\u9332\u3055\u308c\u3066\u3044\u306a\u3044\u300d\u3068\u8fd4\u3059 |\n| \u65e7\u7248\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u304c\u5f15\u3063\u304b\u304b\u308b | \u7248\u3092\u8868\u793a\u3057\u3001\u6700\u65b0\u7248\u306e\u6709\u7121\u3092\u4f75\u8a18\u3059\u308b\u3002\u65e7\u7248\u306e\u307f\u306e\u5834\u5408\u306f\u8b66\u544a\u3092\u5148\u306b\u51fa\u3059 |\n| \u30de\u30cb\u30e5\u30a2\u30eb\u304c\u753b\u50cf\u306e\u307e\u307e\u3067\u30c6\u30ad\u30b9\u30c8\u304c\u7121\u3044 | \u53d6\u308a\u8fbc\u307f\u6642\u306b\u691c\u51fa\u3057\u3001OCR\u672a\u51e6\u7406\u306e\u4e00\u89a7\u3068\u3057\u3066\u7ba1\u7406\u3059\u308b |\n| \u4f5c\u696d\u5c65\u6b74\u306e\u8a18\u8ff0\u304c\u77ed\u3059\u304e\u3066\u4f7f\u3048\u306a\u3044 | \u691c\u7d22\u5bfe\u8c61\u304b\u3089\u9664\u5916\u3059\u308b\u57fa\u6e96\uff08\u6587\u5b57\u6570\u306a\u3069\uff09\u3092\u6c7a\u3081\u308b |\n| \u540c\u3058\u4e8b\u8c61\u306b\u5225\u306e\u8a00\u8449\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b | \u7528\u8a9e\u8f9e\u66f8\u306b\u8ffd\u8a18\u3059\u308b\u3002**\u73fe\u5834\u306e\u8a00\u3044\u65b9\u3092\u6b63\u3068\u3059\u308b** |\n| \u8cea\u554f\u304c\u6f20\u7136\u3068\u3057\u3066\u3044\u308b\uff08\u300c\u8abf\u5b50\u304c\u60aa\u3044\u300d\uff09 | \u554f\u3044\u8fd4\u3057\u3092\u8fd4\u3059\u3002\u578b\u5f0f\u30fb\u75c7\u72b6\u30fb\u3044\u3064\u304b\u3089\u3092\u805e\u304f |\n| \u5b89\u5168\u624b\u9806\u3092\u8981\u7d04\u3057\u3066\u3057\u307e\u3063\u305f | \u51fa\u529b\u3092\u691c\u67fb\u3057\u3001\u5b89\u5168\u533a\u5206\u306e\u65ad\u7247\u306f\u539f\u6587\u4e00\u81f4\u304b\u3092\u6a5f\u68b0\u7684\u306b\u78ba\u8a8d\u3059\u308b |\n| \u73fe\u5834\u306e\u96fb\u6ce2\u304c\u5c4a\u304b\u306a\u3044 | \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u3088\u304f\u4f7f\u3046\u624b\u9806\u66f8\u3092\u7aef\u672b\u306b\u6301\u305f\u305b\u308b\u3002**\u3053\u306e\u4ed5\u7d44\u307f\u3078\u306e\u4f9d\u5b58\u3092\u524d\u63d0\u306b\u3057\u306a\u3044** |","log_storage":"- \u8cea\u554f\u6587\u3001\u9078\u629e\u3055\u308c\u305f\u578b\u5f0f\u30fb\u53f7\u6a5f\n- \u691c\u7d22\u3067\u8fd4\u3057\u305f\u65ad\u7247\uff08\u9806\u4f4d\u4ed8\u304d\uff09\n- \u751f\u6210\u3057\u305f\u56de\u7b54\u3068\u5f15\u7528\n- \u4fdd\u5168\u54e1\u304c\u539f\u5178\u3092\u958b\u3044\u305f\u304b\u3069\u3046\u304b\n- \u5b9f\u969b\u306e\u5bfe\u5fdc\u7d50\u679c\uff08\u4fdd\u5168\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u5074\u306e\u8a18\u9332\u3068\u306e\u7d10\u3065\u3051\uff09\n- \u300c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u300d\u8cea\u554f\u306e\u4e00\u89a7\n\n**4\u756a\u76ee\u30685\u756a\u76ee\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\u3068\u3001\u3053\u306e\u4ed5\u7d44\u307f\u304c\u5f79\u306b\u7acb\u3063\u3066\u3044\u308b\u304b\u304c\u6e2c\u308c\u307e\u3059\u3002** \u56de\u7b54\u306f\u51fa\u305f\u304c\u6bce\u56de\u539f\u5178\u3092\u958b\u3044\u3066\u5225\u306e\u7b87\u6240\u3092\u898b\u3066\u3044\u308b\u306a\u3089\u3001\u691c\u7d22\u306e\u7cbe\u5ea6\u304c\u8db3\u308a\u3066\u3044\u307e\u305b\u3093\u3002**\u5229\u7528\u56de\u6570\u3067\u306f\u306a\u304f\u3001\u3053\u306e\u4e00\u81f4\u7387\u3067\u8a55\u4fa1\u3057\u3066\u304f\u3060\u3055\u3044\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":25,"assumption_frequency":600,"assumption_workdays":20,"volume_month":600,"before_minutes_per_case":12,"after_minutes_per_case":4.5,"hourly_cost":3200,"before_hours_month":120,"after_hours_month":45,"saved_hours_month":75,"reduction_rate":63,"saved_hours_year":900,"annual_cost_effect":2880000,"summary":"\u73fe\u5834\u304b\u3089\u306e\u300c\u3053\u306e\u578b\u5f0f\u3067\u3053\u306e\u30a8\u30e9\u30fc\u304c\u51fa\u305f\u3068\u304d\u306f\u3069\u3046\u3059\u308b\u304b\u300d\u3068\u3044\u3046\u8cea\u554f\u306b\u5bfe\u3057\u3001\u8a72\u5f53\u3059\u308b\u8a2d\u5099\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u904e\u53bb\u306e\u5bfe\u5fdc\u5c65\u6b74\u3092\u63a2\u3057\u3066\u3001\u51fa\u5178\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3092\u8fd4\u3057\u307e\u3059\u3002\u4fdd\u5168\u54e1\u306e\u4f5c\u696d\u306f\u3001\u66f8\u5eab\u3068\u904e\u53bb\u306e\u65e5\u5831\u3092\u63a2\u3059\u3053\u3068\u304b\u3089\u3001\u793a\u3055\u308c\u305f\u6839\u62e0\u3092\u8aad\u3093\u3067\u81ea\u5206\u306e\u8a2d\u5099\u306b\u5f53\u3066\u306f\u307e\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u306b\u5909\u308f\u308a\u307e\u3059\u3002","before_flow":"1. \u8a2d\u5099\u304c\u505c\u6b62\u3057\u3001\u64cd\u4f5c\u76e4\u306b\u30a8\u30e9\u30fc\u30b3\u30fc\u30c9\u304c\u8868\u793a\u3055\u308c\u308b\n2. \u4fdd\u5168\u54e1\u304c\u73fe\u5834\u3078\u884c\u304d\u3001\u578b\u5f0f\u3068\u53f7\u6a5f\u3092\u78ba\u8a8d\u3059\u308b\n3. \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u3001\u305d\u306e\u578b\u5f0f\u306e\u30de\u30cb\u30e5\u30a2\u30ebPDF\u3092\u63a2\u3059\n4. PDF\u3092\u958b\u304d\u3001\u30a8\u30e9\u30fc\u30b3\u30fc\u30c9\u306e\u4e00\u89a7\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3059\n5. \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u7d19\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u66f8\u5eab\u304b\u3089\u63a2\u3059\n6. \u904e\u53bb\u306b\u540c\u3058\u4e8b\u8c61\u304c\u306a\u304b\u3063\u305f\u304b\u3001\u4fdd\u5168\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5c65\u6b74\u3092\u691c\u7d22\u3059\u308b\n7. \u305d\u308c\u3067\u3082\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u30d9\u30c6\u30e9\u30f3\u306b\u96fb\u8a71\u3067\u805e\u304f\n8. \u5bfe\u5fdc\u5f8c\u3001\u4f5c\u696d\u5185\u5bb9\u3092\u4fdd\u5168\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u8a18\u9332\u3059\u308b\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u63a2\u3059\u6642\u9593\u304c\u5bfe\u5fdc\u6642\u9593\u3088\u308a\u9577\u3044\u3053\u3068\u304c\u3042\u308b\u3002** \u5b9f\u969b\u306e\u4f5c\u696d\u304c5\u5206\u3067\u3082\u3001\u624b\u9806\u3092\u63a2\u3059\u306e\u306b15\u5206\u304b\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u8a2d\u5099\u304c\u6b62\u307e\u3063\u3066\u3044\u308b\u9593\u306f\u751f\u7523\u304c\u6b62\u307e\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\uff08b\uff09\u30de\u30cb\u30e5\u30a2\u30eb\u304cPDF\u3067\u3001\u4e2d\u306e\u6587\u5b57\u304c\u691c\u7d22\u3067\u304d\u306a\u3044\u3082\u306e\u304c\u3042\u308b\u3002** \u30b9\u30ad\u30e3\u30f3\u3057\u305f\u53e4\u3044\u30de\u30cb\u30e5\u30a2\u30eb\u306f\u753b\u50cf\u306e\u307e\u307e\u3067\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u4ee5\u5916\u306f\u691c\u7d22\u306b\u5f15\u3063\u304b\u304b\u308a\u307e\u305b\u3093\u3002\n\n**\uff08c\uff09\u904e\u53bb\u306e\u5bfe\u5fdc\u5c65\u6b74\u304c\u63a2\u305b\u306a\u3044\u3002** \u4fdd\u5168\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5c65\u6b74\u306f\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3057\u304b\u3067\u304d\u305a\u3001\u300c\u632f\u52d5\u300d\u3068\u66f8\u3044\u305f\u4eba\u3068\u300c\u7570\u97f3\u300d\u3068\u66f8\u3044\u305f\u4eba\u306e\u8a18\u9332\u304c\u5225\u3005\u306b\u3057\u304b\u51fa\u3066\u304d\u307e\u305b\u3093\u3002**\u540c\u3058\u4e8b\u8c61\u304c\u5225\u306e\u8a00\u8449\u3067\u8a18\u9332\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\n\n**\uff08d\uff09\u30d9\u30c6\u30e9\u30f3\u306b\u96c6\u4e2d\u3059\u308b\u3002** \u7d50\u5c40\u300120\u5e74\u52e4\u3081\u3066\u3044\u308b\u6570\u540d\u306b\u8cea\u554f\u304c\u96c6\u307e\u308a\u307e\u3059\u3002\u305d\u306e\u6570\u540d\u304c\u5b9a\u5e74\u3092\u8fce\u3048\u308b\u3053\u3068\u304c\u5206\u304b\u3063\u3066\u3044\u3066\u3001\u5bfe\u7b56\u304c\u9032\u3093\u3067\u3044\u307e\u305b\u3093\u3002","before_flow_steps":["\u8a2d\u5099\u304c\u505c\u6b62\u3057\u3001\u64cd\u4f5c\u76e4\u306b\u30a8\u30e9\u30fc\u30b3\u30fc\u30c9\u304c\u8868\u793a\u3055\u308c\u308b","\u4fdd\u5168\u54e1\u304c\u73fe\u5834\u3078\u884c\u304d\u3001\u578b\u5f0f\u3068\u53f7\u6a5f\u3092\u78ba\u8a8d\u3059\u308b","\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u3001\u305d\u306e\u578b\u5f0f\u306e\u30de\u30cb\u30e5\u30a2\u30ebPDF\u3092\u63a2\u3059","PDF\u3092\u958b\u304d\u3001\u30a8\u30e9\u30fc\u30b3\u30fc\u30c9\u306e\u4e00\u89a7\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3059","\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u7d19\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u66f8\u5eab\u304b\u3089\u63a2\u3059","\u904e\u53bb\u306b\u540c\u3058\u4e8b\u8c61\u304c\u306a\u304b\u3063\u305f\u304b\u3001\u4fdd\u5168\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5c65\u6b74\u3092\u691c\u7d22\u3059\u308b","\u305d\u308c\u3067\u3082\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u30d9\u30c6\u30e9\u30f3\u306b\u96fb\u8a71\u3067\u805e\u304f","\u5bfe\u5fdc\u5f8c\u3001\u4f5c\u696d\u5185\u5bb9\u3092\u4fdd\u5168\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u8a18\u9332\u3059\u308b"],"after_flow":"1. \u8a2d\u5099\u304c\u505c\u6b62\u3057\u3001\u4fdd\u5168\u54e1\u304c\u73fe\u5834\u306e\u30bf\u30d6\u30ec\u30c3\u30c8\u307e\u305f\u306f\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u304b\u3089\u8cea\u554f\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u8cea\u554f\u6587\u3068\u3001\u9078\u629e\u3055\u308c\u305f\u8a2d\u5099\uff08\u578b\u5f0f\u30fb\u53f7\u6a5f\uff09\u304b\u3089\u691c\u7d22\u6761\u4ef6\u3092\u7d44\u307f\u7acb\u3066\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u8a72\u5f53\u3059\u308b\u578b\u5f0f\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u904e\u53bb\u5c65\u6b74\u306b\u7d5e\u3063\u3066\u691c\u7d22\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3068\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u540c\u6642\u306b\u884c\u3044\u3001\u7d50\u679c\u3092\u7d71\u5408\u3059\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u4e0a\u4f4d\u306e\u5019\u88dc\u3092\u4e26\u3079\u66ff\u3048\u3001\u95a2\u9023\u306e\u9ad8\u3044\u3082\u306e\u3092\u9078\u3076\n6. **\u3010\u81ea\u52d5\u3011** \u6839\u62e0\u3068\u306a\u308b\u6587\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u3092\u5f15\u7528\u3057\u306a\u304c\u3089\u3001\u56de\u7b54\u6848\u3092\u4f5c\u308b\n7. **\u3010\u4eba\u3011** \u4fdd\u5168\u54e1\u304c\u56de\u7b54\u6848\u3068\u5f15\u7528\u5143\u3092\u8aad\u307f\u3001\u81ea\u5206\u306e\u8a2d\u5099\u306b\u5f53\u3066\u306f\u307e\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\n8. **\u3010\u4eba\u3011** \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u539f\u5178\uff08\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u8a72\u5f53\u30da\u30fc\u30b8\uff09\u3092\u958b\u3044\u3066\u78ba\u8a8d\u3059\u308b\n9. **\u3010\u81ea\u52d5\u3011** \u8cea\u554f\u3068\u53c2\u7167\u3057\u305f\u6587\u66f8\u3001\u5b9f\u969b\u306e\u5bfe\u5fdc\u7d50\u679c\u3092\u8a18\u9332\u3059\u308b\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u63a2\u3059\u300d\u300c\u8a00\u3044\u63db\u3048\u3092\u5438\u53ce\u3059\u308b\u300d\u300c\u8a72\u5f53\u7b87\u6240\u3092\u7d5e\u308b\u300d\u306e3\u3064\u3067\u3059\u3002\u6b8b\u308b\u306e\u306f\u300c\u81ea\u5206\u306e\u8a2d\u5099\u306b\u5f53\u3066\u306f\u307e\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u300d\u3053\u3068\u3067\u3001**\u3053\u3053\u306f\u4fdd\u5168\u54e1\u306e\u4ed5\u4e8b\u306e\u307e\u307e\u6b8b\u3057\u307e\u3059\u3002**","after_flow_steps":["\u8a2d\u5099\u304c\u505c\u6b62\u3057\u3001\u4fdd\u5168\u54e1\u304c\u73fe\u5834\u306e\u30bf\u30d6\u30ec\u30c3\u30c8\u307e\u305f\u306f\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u304b\u3089\u8cea\u554f\u3059\u308b","**\u3010\u81ea\u52d5\u3011** 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\u30c6\u30ad\u30b9\u30c8\u5316\u30fb\u5206\u5272\u30fb\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u4e0e\uff08\u578b\u5f0f\u30fb\u53f7\u6a5f\u30fb\u8a2d\u5099\u7a2e\u5225\u30fb\u65e5\u4ed8\uff09\n        \u2502\n        \u25bc\n   Azure AI Search \u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\n        \u251c\u2500 \u672c\u6587\u30c6\u30ad\u30b9\u30c8\uff08\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u7528\uff09\n        \u251c\u2500 \u30d9\u30af\u30c8\u30eb\uff08\u610f\u5473\u306e\u8fd1\u3055\u7528\uff09\n        \u2514\u2500 \u30e1\u30bf\u30c7\u30fc\u30bf\uff08\u578b\u5f0f\u30fb\u53f7\u6a5f\u30fb\u5de5\u5834\u30fb\u6587\u66f8\u7a2e\u5225\uff09\n        \u2502\n        \u25bc\u3010\u8cea\u554f\u3011\u73fe\u5834\u306e\u30bf\u30d6\u30ec\u30c3\u30c8\u304b\u3089\n   \u691c\u7d22\uff08\u30ad\u30fc\u30ef\u30fc\u30c9\uff0b\u30d9\u30af\u30c8\u30eb\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\uff09\u2192 \u4e0a\u4f4d\u3092\u4e26\u3079\u66ff\u3048\n        \u2502\n        \u25bc\n   Claude API \u2500\u2500 \u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3092\u4f5c\u308b\n        \u2502\n        \u25bc\u3010\u4eba\u304c\u5224\u65ad\u3011\u4fdd\u5168\u54e1\u304c\u6839\u62e0\u3092\u8aad\u3093\u3067\u9069\u7528\u3092\u6c7a\u3081\u308b\n        \u2502\n        \u25bc\n   \u8cea\u554f\u30fb\u53c2\u7167\u6587\u66f8\u30fb\u5bfe\u5fdc\u7d50\u679c\u3092\u8a18\u9332\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Azure AI Search | Amazon Kendra\u3001OpenSearch |\n| \u57cb\u3081\u8fbc\u307f | Azure OpenAI Service | Google Vertex AI |\n| \u751f\u6210AI | Claude API | OpenAI API\u3001Gemini API |\n| \u6587\u66f8\u306e\u4fdd\u7ba1 | SharePoint | Box\u3001Google Drive |\n| \u4fdd\u5168\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u65e2\u5b58\u306e\u4fdd\u5168\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u5404\u793e\u306eCMMS |\n\n**\u691c\u7d22\u57fa\u76e4\u304c\u69cb\u6210\u306e\u4e2d\u5fc3\u3067\u3059\u3002** \u751f\u6210AI\u306f\u6700\u5f8c\u306b\u6587\u7ae0\u5316\u3059\u308b\u3060\u3051\u3067\u3001\u54c1\u8cea\u306e\u5927\u534a\u306f\u691c\u7d22\u306e\u6bb5\u968e\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002\u300cAI\u306b\u805e\u3051\u3070\u7b54\u3048\u308b\u300d\u4ed5\u7d44\u307f\u3060\u3068\u8003\u3048\u308b\u3068\u3001\u8a2d\u8a08\u306e\u91cd\u5fc3\u3092\u53d6\u308a\u9055\u3048\u307e\u3059\u3002","implementation_steps":"### 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\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306ePDF\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002\u6587\u5b57\u60c5\u5831\u3092\u6301\u3064PDF\u306f\u305d\u306e\u307e\u307e\u3001\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u306ePDF\u306fOCR\u3067\u30c6\u30ad\u30b9\u30c8\u5316\u3057\u307e\u3059\u3002**\u53e4\u3044\u30de\u30cb\u30e5\u30a2\u30eb\u307b\u3069\u753b\u50cf\u306e\u307e\u307e\u3067\u3042\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u3053\u3053\u304c\u53d6\u308a\u8fbc\u307f\u306e\u5c71\u5834\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u5206\u5272\uff08\u30c1\u30e3\u30f3\u30af\uff09\u306e\u8003\u3048\u65b9\uff1a** 1\u518a\u306ePDF\u3092\u4e38\u3054\u30681\u4ef6\u3068\u3057\u3066\u6271\u3046\u3068\u3001\u691c\u7d22\u3067\u5f15\u3063\u304b\u304b\u3063\u3066\u3082\u300c\u3053\u306e400\u30da\u30fc\u30b8\u306e\u3069\u3053\u304b\u300d\u3068\u3057\u304b\u8a00\u3048\u307e\u305b\u3093\u3002\u304b\u3068\u3044\u3063\u3066\u7d30\u304b\u304f\u5207\u308a\u3059\u304e\u308b\u3068\u3001\u624b\u9806\u306e\u9014\u4e2d\u3067\u5207\u308c\u3066\u610f\u5473\u304c\u901a\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\u624b\u9806\u66f8\u306f\u300c\u624b\u9806\u306e\u5358\u4f4d\u300d\u3067\u5207\u308a\u307e\u3059\u3002** \u898b\u51fa\u3057\u3068\u756a\u53f7\u4ed8\u304d\u306e\u624b\u9806\u3092\u3072\u3068\u307e\u3068\u307e\u308a\u3068\u3057\u3066\u6271\u3044\u3001\u524d\u5f8c\u306e\u898b\u51fa\u3057\u3092\u5404\u65ad\u7247\u306b\u4ed8\u3051\u3066\u304a\u304d\u307e\u3059\u3002\n\n**\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u4ed8\u4e0e\uff1a** \u5206\u5272\u3057\u305f\u5404\u65ad\u7247\u306b\u3001\u578b\u5f0f\u30fb\u30e1\u30fc\u30ab\u30fc\u30fb\u6587\u66f8\u7a2e\u5225\u30fb\u7248\u30fb\u30da\u30fc\u30b8\u756a\u53f7\u3092\u5fc5\u305a\u4ed8\u3051\u307e\u3059\u3002**\u3053\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304c\u691c\u7d22\u6642\u306e\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u308f\u308c\u308b\u305f\u3081\u3001\u3053\u3053\u304c\u7a7a\u3060\u3068\u69cb\u6210\u5168\u4f53\u304c\u6210\u308a\u7acb\u3061\u307e\u305b\u3093\u3002**\n\n**\u4f5c\u696d\u5c65\u6b74\uff1a** \u4fdd\u5168\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\u81ea\u7531\u8a18\u8ff0\u306e\u300c\u4e8b\u8c61\u300d\u300c\u51e6\u7f6e\u300d\u6b04\u304c\u4e3b\u306a\u5bfe\u8c61\u3067\u3059\u3002\u65e5\u6b21\u307e\u305f\u306f\u9031\u6b21\u306e\u66f4\u65b0\u3067\u8db3\u308a\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u753b\u50cfPDF\u306e\u30c6\u30ad\u30b9\u30c8\u5316** \u2026 \u30b9\u30ad\u30e3\u30f3\u3055\u308c\u305f\u30de\u30cb\u30e5\u30a2\u30eb\u3092OCR\u306b\u304b\u3051\u307e\u3059\u3002\u8868\u3084\u56f3\u4e2d\u306e\u6587\u5b57\u306f\u53d6\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u3001\u305d\u306e\u65e8\u3092\u65ad\u7247\u306b\u8a18\u9332\u3057\u3066\u304a\u304d\u307e\u3059\n2. **\u624b\u9806\u5358\u4f4d\u3078\u306e\u5206\u5272** \u2026 \u898b\u51fa\u3057\u3068\u756a\u53f7\u4ed8\u304d\u624b\u9806\u3092\u5358\u4f4d\u306b\u5207\u308a\u307e\u3059\u30021\u65ad\u7247\u306f\u6570\u767e\u5b57\u304b\u3089\u5343\u5b57\u7a0b\u5ea6\u3092\u76ee\u5b89\u306b\u3057\u307e\u3059\n3. **\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u4e0e** \u2026 \u578b\u5f0f\u3001\u30e1\u30fc\u30ab\u30fc\u3001\u6587\u66f8\u7a2e\u5225\u3001\u7248\u3001\u30da\u30fc\u30b8\u3092\u4ed8\u3051\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u3084\u8868\u7d19\u304b\u3089\u6a5f\u68b0\u7684\u306b\u53d6\u308c\u306a\u3044\u5834\u5408\u306f\u3001\u30d5\u30a9\u30eb\u30c0\u69cb\u6210\u304b\u3089\u88dc\u3044\u307e\u3059\n4. **\u4f5c\u696d\u5c65\u6b74\u306e\u6b63\u898f\u5316** \u2026 \u300c\u7570\u97f3\u300d\u300c\u632f\u52d5\u300d\u300c\u3046\u308b\u3055\u3044\u300d\u306e\u3088\u3046\u306a\u8a00\u3044\u63db\u3048\u3092\u3001\u540c\u3058\u4e8b\u8c61\u3068\u3057\u3066\u6271\u3048\u308b\u3088\u3046\u306b\u3001\u7528\u8a9e\u8f9e\u66f8\u3092\u4f5c\u3063\u3066\u4f75\u8a18\u3057\u307e\u3059\u3002**\u3053\u306e\u8f9e\u66f8\u306f\u73fe\u5834\u306e\u8a00\u8449\u3067\u4f5c\u308a\u307e\u3059**\n5. **\u7248\u306e\u7ba1\u7406** \u2026 \u540c\u3058\u578b\u5f0f\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u304c\u8907\u6570\u7248\u3042\u308b\u3068\u304d\u3001\u65e7\u7248\u3092\u691c\u7d22\u5bfe\u8c61\u304b\u3089\u5916\u3059\u304b\u3001\u7248\u3092\u660e\u793a\u3057\u307e\u3059\u3002**\u65e7\u7248\u306e\u624b\u9806\u3092\u8fd4\u3059\u306e\u306f\u3001\u9593\u9055\u3063\u305f\u624b\u9806\u3092\u8fd4\u3059\u306e\u3068\u540c\u3058\u3067\u3059**\n6. **\u30d9\u30af\u30c8\u30eb\u5316** \u2026 \u5404\u65ad\u7247\u3092\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3067\u30d9\u30af\u30c8\u30eb\u306b\u3057\u3001\u691c\u7d22\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3078\u767b\u9332\u3057\u307e\u3059\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n\u691c\u7d22\u3068\u751f\u6210\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**\u691c\u7d22\u57fa\u76e4\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u65ad\u7247\u3092\u63a2\u3059\u3053\u3068\u3002\u3053\u3053\u3067\u306f\u6b21\u306e3\u3064\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002\n\n- **\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22** \u2026 \u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\uff08BM25\uff09\u3068\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u540c\u6642\u306b\u5b9f\u884c\u3057\u3001\u7d50\u679c\u3092\u7d71\u5408\u3057\u307e\u3059\u3002\u7d71\u5408\u306b\u306f Reciprocal Rank Fusion\uff08RRF\uff09\u304c\u4f7f\u308f\u308c\u307e\u3059\u3002\u578b\u756a\u3084\u30a8\u30e9\u30fc\u30b3\u30fc\u30c9\u306e\u3088\u3046\u306a\u300c\u6587\u5b57\u5217\u305d\u306e\u3082\u306e\u300d\u304c\u52b9\u304f\u8cea\u554f\u306f\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u304c\u3001\u300c\u7570\u97f3\u304c\u3059\u308b\u300d\u306e\u3088\u3046\u306a\u8a00\u3044\u63db\u3048\u306e\u591a\u3044\u8cea\u554f\u306f\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u304c\u62fe\u3044\u307e\u3059\u3002**\u4fdd\u5168\u306e\u8cea\u554f\u306f\u4e21\u65b9\u304c\u6df7\u3056\u308b\u305f\u3081\u3001\u7247\u65b9\u3060\u3051\u3067\u306f\u8db3\u308a\u307e\u305b\u3093**\n- **\u30e1\u30bf\u30c7\u30fc\u30bf\u3067\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 \u9078\u629e\u3055\u308c\u305f\u578b\u5f0f\u30fb\u5de5\u5834\u306b\u4e00\u81f4\u3059\u308b\u65ad\u7247\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\n- **\u4e26\u3079\u66ff\u3048\uff08\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e9\u30f3\u30ab\u30fc\uff09** \u2026 \u7d71\u5408\u5f8c\u306e\u7d50\u679c\u306b\u5bfe\u3057\u3066\u3001\u8a00\u8a9e\u7406\u89e3\u30e2\u30c7\u30eb\u3067\u95a2\u9023\u5ea6\u3092\u6e2c\u308a\u76f4\u3057\u307e\u3059\u3002**\u4e26\u3079\u66ff\u3048\u306e\u5bfe\u8c61\u306b\u306a\u308b\u306e\u306f\u6700\u521d\u306e\u691c\u7d22\u7d50\u679c\u306e\u4e0a\u4f4d50\u4ef6\u3060\u3051\u3067\u3059\u3002** \u4e0a\u4f4d50\u4ef6\u306b\u6b63\u3057\u3044\u65ad\u7247\u304c\u5165\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u4e26\u3079\u66ff\u3048\u3067\u306f\u62fe\u3048\u307e\u305b\u3093\u3002\u7d5e\u308a\u8fbc\u307f\u3068\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u306e\u6bb5\u968e\u3067\u3001\u5019\u88dc\u309250\u4ef6\u306e\u4e2d\u306b\u5165\u308c\u308b\u8a2d\u8a08\u304c\u8981\u308a\u307e\u3059\u3002\u306a\u304a\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u540c\u7fa9\u8a9e\u30de\u30c3\u30d7\u3092\u8a2d\u5b9a\u3057\u3066\u304a\u304f\u3068\u3001\u4e26\u3079\u66ff\u3048\u306e\u969b\u306b\u3082\u9069\u7528\u3055\u308c\u307e\u3059\u3002\u524d\u51e6\u7406\u3067\u4f5c\u308b\u7528\u8a9e\u8f9e\u66f8\u306f\u3001\u3053\u3053\u306b\u8f09\u305b\u3089\u308c\u307e\u3059\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u56de\u7b54\u6848\u306e\u4f5c\u6210 | \u691c\u7d22\u3067\u5f97\u305f\u65ad\u7247\u306e\u5185\u5bb9\u3060\u3051\u3092\u4f7f\u3063\u3066\u3001\u624b\u9806\u306e\u8981\u70b9\u3092\u307e\u3068\u3081\u308b |\n| \u5f15\u7528\u306e\u660e\u793a | \u3069\u306e\u6587\u66f8\u306e\u3069\u306e\u7b87\u6240\u3092\u6839\u62e0\u306b\u3057\u305f\u304b\u3092\u793a\u3059 |\n| \u4e0d\u8db3\u306e\u7533\u544a | \u65ad\u7247\u306e\u4e2d\u306b\u7b54\u3048\u304c\u306a\u3044\u5834\u5408\u3001\u300c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3068\u7b54\u3048\u308b |\n| \u524d\u63d0\u306e\u78ba\u8a8d | \u578b\u5f0f\u30fb\u72b6\u6cc1\u306b\u3088\u3063\u3066\u624b\u9806\u304c\u5206\u304b\u308c\u308b\u5834\u5408\u3001\u3069\u306e\u6761\u4ef6\u304b\u3092\u554f\u3044\u8fd4\u3059 |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u8a2d\u5099\u4fdd\u5168\u306e\u8abf\u3079\u3082\u306e\u3092\u624b\u4f1d\u3046\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u6587\u66f8\u306e\u65ad\u7247\u3060\u3051\u3092\u4f7f\u3063\u3066\u3001\u8cea\u554f\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u65ad\u7247\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u8a2d\u5099\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7b54\u3048\u304c\u65ad\u7247\u306e\u4e2d\u306b\u7121\u3044\u5834\u5408\u306f\u300c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u7b54\u3048\u3001\n  \u4f55\u3092\u63a2\u305b\u3070\u3088\u3044\u304b\u306e\u624b\u304c\u304b\u308a\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u56de\u7b54\u306e\u5404\u6587\u306b\u3001\u6839\u62e0\u3068\u306a\u3063\u305f\u65ad\u7247\u306e\u756a\u53f7\u3092 [1][2] \u306e\u5f62\u3067\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6839\u62e0\u3092\u4ed8\u3051\u3089\u308c\u306a\u3044\u6587\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u578b\u5f0f\u304c\u4e00\u81f4\u3057\u306a\u3044\u65ad\u7247\u306f\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4f3c\u305f\u578b\u5f0f\u306e\u624b\u9806\u3092\u6d41\u7528\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5b89\u5168\u306b\u304b\u304b\u308f\u308b\u624b\u9806\uff08\u505c\u6b62\u64cd\u4f5c\u3001\u901a\u96fb\u3001\u958b\u653e\uff09\u306f\u3001\n  \u8981\u7d04\u305b\u305a\u306b\u539f\u6587\u306e\u307e\u307e\u5f15\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u65ad\u7247\u306e\u7248\u304c\u53e4\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u305d\u306e\u65e8\u3092\u5148\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8cea\u554f\u3011\n{question}\n\n\u3010\u5bfe\u8c61\u8a2d\u5099\u3011\n\u578b\u5f0f: {model}  \u53f7\u6a5f: {unit}  \u5de5\u5834: {plant}\n\n\u3010\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u65ad\u7247\u3011\n{retrieved_chunks}\n```\n\n**\u300c\u5b89\u5168\u306b\u304b\u304b\u308f\u308b\u624b\u9806\u306f\u8981\u7d04\u305b\u305a\u539f\u6587\u306e\u307e\u307e\u5f15\u7528\u3059\u308b\u300d\u306e1\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u91cd\u8981\u3067\u3059\u3002** \u8981\u7d04\u306f\u5fc5\u305a\u4f55\u304b\u3092\u843d\u3068\u3057\u307e\u3059\u3002\u7de0\u3081\u4ed8\u3051\u30c8\u30eb\u30af\u306e\u5024\u3001\u9806\u756a\u3001\u5f85\u3061\u6642\u9593\u304c\u843d\u3061\u308b\u3068\u3001\u4f5c\u696d\u305d\u306e\u3082\u306e\u304c\u5371\u967a\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n```json\n{\n  \"answer\": \"\",\n  \"citations\": [\n    {\n      \"ref\": 1,\n      \"doc_type\": \"\u30de\u30cb\u30e5\u30a2\u30eb | \u4f5c\u696d\u5c65\u6b74\",\n      \"title\": \"\",\n      \"model\": \"\",\n      \"page\": \"\",\n      \"revision\": \"\",\n      \"url\": \"\",\n      \"quote\": \"\"\n    }\n  ],\n  \"answer_found\": true,\n  \"model_mismatch\": false,\n  \"revision_warning\": \"\",\n  \"follow_up_question\": \"\",\n  \"safety_notice\": \"\"\n}\n```\n\n`answer_found` \u3092\u5fc5\u305a\u6301\u305f\u305b\u307e\u3059\u3002**\u300c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u300d\u3092\u660e\u793a\u7684\u306b\u8fd4\u305b\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001AI\u306f\u4f55\u304b\u3057\u3089\u306e\u7b54\u3048\u3092\u4f5c\u308a\u307e\u3059\u3002** \u3053\u308c\u304c\u4fdd\u5168\u306e\u73fe\u5834\u3067\u3082\u3063\u3068\u3082\u907f\u3051\u305f\u3044\u6319\u52d5\u3067\u3059\u3002\n\n`model_mismatch` \u306f\u3001\u691c\u7d22\u7d50\u679c\u306e\u578b\u5f0f\u304c\u8cea\u554f\u306e\u578b\u5f0f\u3068\u9055\u3046\u5834\u5408\u306b\u7acb\u3066\u307e\u3059\u3002\u3053\u3053\u304c\u7acb\u3063\u3066\u3044\u308b\u306e\u306b\u56de\u7b54\u304c\u51fa\u3066\u3044\u308b\u72b6\u614b\u306f\u3001\u904b\u7528\u4e0a\u306e\u7570\u5e38\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u9023\u643a\u5148 | \u5185\u5bb9 |\n|:--|:--|\n| \u4fdd\u5168\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u8cea\u554f\u3068\u5bfe\u5fdc\u7d50\u679c\u3092\u3001\u305d\u306e\u4f5c\u696d\u306e\u8a18\u9332\u306b\u7d10\u3065\u3051\u308b |\n| \u6587\u66f8\u306e\u4fdd\u7ba1\u5148 | \u5f15\u7528\u5143\u306ePDF\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3092\u958b\u304f\u30ea\u30f3\u30af |\n| \u901a\u77e5 | \u300c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u300d\u8cea\u554f\u3092\u3001\u6708\u6b21\u3067\u4fdd\u5168\u306e\u30ea\u30fc\u30c0\u30fc\u3078 |\n\n**3\u756a\u76ee\u304c\u3001\u3053\u306e\u4ed5\u7d44\u307f\u3092\u80b2\u3066\u308b\u7d4c\u8def\u3067\u3059\u3002** \u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u8cea\u554f\u306f\u3001\u6587\u66f8\u304c\u7121\u3044\u304b\u3001\u53d6\u308a\u8fbc\u3081\u3066\u3044\u306a\u3044\u304b\u3001\u8a00\u8449\u304c\u9055\u3046\u304b\u306e\u3069\u308c\u304b\u3067\u3059\u3002\u6708\u6b21\u3067\u898b\u76f4\u3059\u3053\u3068\u3067\u3001\u6b21\u7b2c\u306b\u5b88\u5099\u7bc4\u56f2\u304c\u5e83\u304c\u308a\u307e\u3059\u3002\n\n\u73fe\u5834\u304b\u3089\u306e\u5229\u7528\u306f\u3001\u5de5\u5834\u306e\u30bf\u30d6\u30ec\u30c3\u30c8\u307e\u305f\u306f\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u304b\u3089\u306b\u3057\u307e\u3059\u3002\u624b\u888b\u3092\u3057\u305f\u307e\u307e\u64cd\u4f5c\u3059\u308b\u3053\u3068\u3092\u524d\u63d0\u306b\u3001\u5165\u529b\u306f\u9078\u629e\u5f0f\u3092\u591a\u304f\u3057\u3001\u97f3\u58f0\u5165\u529b\u3082\u9078\u3079\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u56de\u7b54\u3092\u305d\u306e\u307e\u307e\u4f5c\u696d\u306b\u4f7f\u308f\u305b\u307e\u305b\u3093\u3002\u5f15\u7528\u5143\u3092\u958b\u304f\u3053\u3068\u3092\u524d\u63d0\u306b\u3057\u305f\u904b\u7528\u306b\u3057\u307e\u3059\u3002**\n\n\u6761\u4ef6\u306b\u3088\u3063\u3066\u6271\u3044\u3092\u5206\u3051\u307e\u3059\u3002\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u6271\u3044 |\n|:--|:--|\n| \u90e8\u54c1\u756a\u53f7\u30fb\u578b\u5f0f\u306e\u78ba\u8a8d | \u56de\u7b54\u3068\u5f15\u7528\u3067\u5b8c\u7d50\u3057\u3066\u3088\u3044 |\n| \u5b9a\u671f\u4fdd\u5168\u306e\u624b\u9806\u78ba\u8a8d | \u5f15\u7528\u5143\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u78ba\u8a8d\u3059\u308b |\n| \u505c\u6b62\u30fb\u7570\u5e38\u6642\u306e\u5bfe\u5fdc\u624b\u9806 | **\u5fc5\u305a\u539f\u5178\u3092\u958b\u304f\u3002** \u56de\u7b54\u306f\u8a72\u5f53\u7b87\u6240\u3078\u306e\u6848\u5185\u3068\u3057\u3066\u4f7f\u3046 |\n| \u5b89\u5168\u306b\u304b\u304b\u308f\u308b\u64cd\u4f5c | \u539f\u5178\u3068\u793e\u5185\u306e\u5b89\u5168\u57fa\u6e96\u306e\u4e21\u65b9\u3092\u78ba\u8a8d\u3059\u308b\u3002\u56de\u7b54\u306f\u53c2\u7167\u306e\u5165\u53e3\u306b\u3068\u3069\u3081\u308b |\n\n\u3053\u306e\u7dda\u5f15\u304d\u3092\u3001\u753b\u9762\u4e0a\u3067\u3082\u8868\u793a\u3057\u307e\u3059\u3002\u8cea\u554f\u306e\u7a2e\u985e\u3092\u9078\u3070\u305b\u3001\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u300c\u539f\u5178\u3092\u958b\u304f\u300d\u30dc\u30bf\u30f3\u3092\u76ee\u7acb\u305f\u305b\u308b\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8a72\u5f53\u3059\u308b\u65ad\u7247\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | `answer_found: false` \u3067\u8fd4\u3059\u3002**\u63a8\u6e2c\u3067\u7b54\u3048\u306a\u3044** |\n| \u578b\u5f0f\u306e\u9055\u3046\u65ad\u7247\u3057\u304b\u898b\u3064\u304b\u3089\u306a\u3044 | `model_mismatch` \u3092\u7acb\u3066\u3001\u56de\u7b54\u3092\u51fa\u3055\u305a\u306b\u300c\u3053\u306e\u578b\u5f0f\u306e\u6587\u66f8\u306f\u767b\u9332\u3055\u308c\u3066\u3044\u306a\u3044\u300d\u3068\u8fd4\u3059 |\n| \u65e7\u7248\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u304c\u5f15\u3063\u304b\u304b\u308b | \u7248\u3092\u8868\u793a\u3057\u3001\u6700\u65b0\u7248\u306e\u6709\u7121\u3092\u4f75\u8a18\u3059\u308b\u3002\u65e7\u7248\u306e\u307f\u306e\u5834\u5408\u306f\u8b66\u544a\u3092\u5148\u306b\u51fa\u3059 |\n| \u30de\u30cb\u30e5\u30a2\u30eb\u304c\u753b\u50cf\u306e\u307e\u307e\u3067\u30c6\u30ad\u30b9\u30c8\u304c\u7121\u3044 | \u53d6\u308a\u8fbc\u307f\u6642\u306b\u691c\u51fa\u3057\u3001OCR\u672a\u51e6\u7406\u306e\u4e00\u89a7\u3068\u3057\u3066\u7ba1\u7406\u3059\u308b |\n| \u4f5c\u696d\u5c65\u6b74\u306e\u8a18\u8ff0\u304c\u77ed\u3059\u304e\u3066\u4f7f\u3048\u306a\u3044 | \u691c\u7d22\u5bfe\u8c61\u304b\u3089\u9664\u5916\u3059\u308b\u57fa\u6e96\uff08\u6587\u5b57\u6570\u306a\u3069\uff09\u3092\u6c7a\u3081\u308b |\n| \u540c\u3058\u4e8b\u8c61\u306b\u5225\u306e\u8a00\u8449\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b | \u7528\u8a9e\u8f9e\u66f8\u306b\u8ffd\u8a18\u3059\u308b\u3002**\u73fe\u5834\u306e\u8a00\u3044\u65b9\u3092\u6b63\u3068\u3059\u308b** |\n| \u8cea\u554f\u304c\u6f20\u7136\u3068\u3057\u3066\u3044\u308b\uff08\u300c\u8abf\u5b50\u304c\u60aa\u3044\u300d\uff09 | \u554f\u3044\u8fd4\u3057\u3092\u8fd4\u3059\u3002\u578b\u5f0f\u30fb\u75c7\u72b6\u30fb\u3044\u3064\u304b\u3089\u3092\u805e\u304f |\n| \u5b89\u5168\u624b\u9806\u3092\u8981\u7d04\u3057\u3066\u3057\u307e\u3063\u305f | \u51fa\u529b\u3092\u691c\u67fb\u3057\u3001\u5b89\u5168\u533a\u5206\u306e\u65ad\u7247\u306f\u539f\u6587\u4e00\u81f4\u304b\u3092\u6a5f\u68b0\u7684\u306b\u78ba\u8a8d\u3059\u308b |\n| \u73fe\u5834\u306e\u96fb\u6ce2\u304c\u5c4a\u304b\u306a\u3044 | \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u3088\u304f\u4f7f\u3046\u624b\u9806\u66f8\u3092\u7aef\u672b\u306b\u6301\u305f\u305b\u308b\u3002**\u3053\u306e\u4ed5\u7d44\u307f\u3078\u306e\u4f9d\u5b58\u3092\u524d\u63d0\u306b\u3057\u306a\u3044** |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8cea\u554f\u6587\u3001\u9078\u629e\u3055\u308c\u305f\u578b\u5f0f\u30fb\u53f7\u6a5f\n- \u691c\u7d22\u3067\u8fd4\u3057\u305f\u65ad\u7247\uff08\u9806\u4f4d\u4ed8\u304d\uff09\n- \u751f\u6210\u3057\u305f\u56de\u7b54\u3068\u5f15\u7528\n- \u4fdd\u5168\u54e1\u304c\u539f\u5178\u3092\u958b\u3044\u305f\u304b\u3069\u3046\u304b\n- \u5b9f\u969b\u306e\u5bfe\u5fdc\u7d50\u679c\uff08\u4fdd\u5168\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u5074\u306e\u8a18\u9332\u3068\u306e\u7d10\u3065\u3051\uff09\n- \u300c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u300d\u8cea\u554f\u306e\u4e00\u89a7\n\n**4\u756a\u76ee\u30685\u756a\u76ee\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\u3068\u3001\u3053\u306e\u4ed5\u7d44\u307f\u304c\u5f79\u306b\u7acb\u3063\u3066\u3044\u308b\u304b\u304c\u6e2c\u308c\u307e\u3059\u3002** \u56de\u7b54\u306f\u51fa\u305f\u304c\u6bce\u56de\u539f\u5178\u3092\u958b\u3044\u3066\u5225\u306e\u7b87\u6240\u3092\u898b\u3066\u3044\u308b\u306a\u3089\u3001\u691c\u7d22\u306e\u7cbe\u5ea6\u304c\u8db3\u308a\u3066\u3044\u307e\u305b\u3093\u3002**\u5229\u7528\u56de\u6570\u3067\u306f\u306a\u304f\u3001\u3053\u306e\u4e00\u81f4\u7387\u3067\u8a55\u4fa1\u3057\u3066\u304f\u3060\u3055\u3044\u3002**","minimal_setup":"1. \u8a2d\u50991\u6a5f\u7a2e\u3092\u9078\u3076\uff08\u8cea\u554f\u306e\u591a\u3044\u6a5f\u7a2e\u304c\u3088\u3044\uff09\n2. \u305d\u306e\u6a5f\u7a2e\u306e\u30de\u30cb\u30e5\u30a2\u30ebPDF\u3068\u3001\u904e\u53bb1\u5e74\u306e\u4f5c\u696d\u5c65\u6b74\u3092\u96c6\u3081\u308b\n3. \u4fdd\u5168\u54e1\u306b\u3001\u76f4\u8fd1\u3067\u5b9f\u969b\u306b\u8abf\u3079\u305f\u8cea\u554f\u309220\u4ef6\u66f8\u304d\u51fa\u3057\u3066\u3082\u3089\u3046\n4. \u751f\u6210AI\u306e\u753b\u9762\u306b\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u8a72\u5f53\u7ae0\u3068\u8cea\u554f\u3092\u8cbc\u308a\u4ed8\u3051\u3066\u7b54\u3048\u3055\u305b\u308b\n5. \u300c\u5f15\u7528\u5143\u304c\u6b63\u3057\u3044\u304b\u300d\u300c\u539f\u5178\u3092\u958b\u304b\u305a\u306b\u6e08\u3080\u304b\u300d\u3092\u4fdd\u5168\u54e1\u306b\u5224\u5b9a\u3057\u3066\u3082\u3089\u3046\n\n**4\u756a\u306e\u6642\u70b9\u3067\u306f\u691c\u7d22\u57fa\u76e4\u3092\u4f5c\u308a\u307e\u305b\u3093\u3002** \u624b\u3067\u8a72\u5f53\u7ae0\u3092\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002\u305d\u308c\u3067\u7b54\u3048\u304c\u5f79\u306b\u7acb\u305f\u306a\u3044\u306a\u3089\u3001\u691c\u7d22\u3092\u4f5c\u3063\u3066\u3082\u5f79\u306b\u7acb\u3061\u307e\u305b\u3093\u3002**\u6587\u66f8\u306e\u4e2d\u8eab\u306b\u7b54\u3048\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u3001\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n\u5224\u65ad\u306e\u76ee\u5b89\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| 20\u4ef6\u306e\u7d50\u679c | \u5224\u65ad |\n|:--|:--|\n| 15\u4ef6\u4ee5\u4e0a\u3067\u4f7f\u3048\u308b\u56de\u7b54\u304c\u51fa\u305f | \u691c\u7d22\u57fa\u76e4\u306e\u69cb\u7bc9\u306b\u9032\u3080\u4fa1\u5024\u304c\u3042\u308b |\n| 8\u301c14\u4ef6 | \u6587\u66f8\u306e\u4e0d\u8db3\u7b87\u6240\u3092\u7279\u5b9a\u3059\u308b\u3002\u30de\u30cb\u30e5\u30a2\u30eb\u3088\u308a\u4f5c\u696d\u5c65\u6b74\u306e\u6574\u5099\u304c\u5148\u304b\u3082\u3057\u308c\u306a\u3044 |\n| 7\u4ef6\u4ee5\u4e0b | \u6587\u66f8\u306b\u7b54\u3048\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3002**\u4ed5\u7d44\u307f\u3067\u306f\u306a\u304f\u3001\u8a18\u9332\u306e\u7fd2\u6163\u304b\u3089\u7740\u624b\u3059\u308b** |","minimal_setup_short":"\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u8a72\u5f53\u7ae0\u3092\u4eba\u304c\u8cbc\u308a\u4ed8\u3051\u3066\u3001\u751f\u6210AI\u306b\u8981\u70b9\u3092\u307e\u3068\u3081\u3055\u305b\u308b \uff0f \u8aad\u3080\u4f5c\u696d\u306e\u4e00\u90e8","semi_auto_setup":"\u5168\u6587\u691c\u7d22\u3067PDF\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u3001\u4e0a\u4f4d\u306e\u6587\u66f8\u3092\u4eba\u304c\u9078\u3093\u3067\u751f\u6210AI\u306b\u6e21\u3059 \uff0f \u63a2\u3059\u4f5c\u696d\u306e\u4e00\u90e8","full_setup":"\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\uff0b\u30e1\u30bf\u30c7\u30fc\u30bf\u7d5e\u308a\u8fbc\u307f\uff0b\u4e26\u3079\u66ff\u3048\uff0b\u5f15\u7528\u4ed8\u304d\u56de\u7b54\uff0b\u5c65\u6b74\u306e\u84c4\u7a4d \uff0f \u63a2\u3059\u4f5c\u696d\u306e\u307b\u307c\u5168\u90e8","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u3082\u52b9\u679c\u306f\u51fa\u307e\u3059\u304c\u3001\u3053\u306e\u696d\u52d9\u3067\u306f\u672c\u683c\u69cb\u6210\u3068\u306e\u5dee\u304c\u5927\u304d\u304f\u51fa\u307e\u3059\u3002** \u578b\u5f0f\u3067\u306e\u7d5e\u308a\u8fbc\u307f\u3068\u8a00\u3044\u63db\u3048\u306e\u5438\u53ce\u306f\u3001\u5168\u6587\u691c\u7d22\u3067\u306f\u5c4a\u304b\u306a\u3044\u305f\u3081\u3067\u3059\u300212\u5206\u304c\u3001\u534a\u81ea\u52d5\u5316\u30678\u5206\u3001\u672c\u683c\u69cb\u6210\u30674.5\u5206\u7a0b\u5ea6\u3068\u3044\u3046\u306e\u304c\u60f3\u5b9a\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5225\u306e\u578b\u5f0f\u306e\u624b\u9806\u304c\u8fd4\u308b | \u30e1\u30bf\u30c7\u30fc\u30bf\u3067\u7d5e\u308a\u8fbc\u3080\u3002\u578b\u5f0f\u306f\u8cea\u554f\u6642\u306b\u9078\u629e\u5fc5\u9808\u306b\u3059\u308b\u3002\u4e00\u81f4\u3057\u306a\u3044\u5834\u5408\u306f\u56de\u7b54\u3092\u51fa\u3055\u306a\u3044 |\n| \u624b\u9806\u306e\u9014\u4e2d\u3067\u65ad\u7247\u304c\u5207\u308c\u3066\u610f\u5473\u304c\u901a\u3089\u306a\u3044 | \u898b\u51fa\u3057\u3068\u624b\u9806\u306e\u5358\u4f4d\u3067\u5206\u5272\u3057\u3001\u524d\u5f8c\u306e\u898b\u51fa\u3057\u3092\u5404\u65ad\u7247\u306b\u4ed8\u3051\u308b |\n| \u578b\u756a\u3084\u30a8\u30e9\u30fc\u30b3\u30fc\u30c9\u3067\u691c\u7d22\u304c\u5f53\u305f\u3089\u306a\u3044 | \u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3060\u3051\u306b\u983c\u3089\u305a\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3068\u4f75\u7528\u3059\u308b\uff08\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\uff09 |\n| \u8a00\u3044\u63db\u3048\u304c\u5438\u53ce\u3067\u304d\u306a\u3044 | \u73fe\u5834\u306e\u7528\u8a9e\u8f9e\u66f8\u3092\u4f5c\u308b\u3002\u300c\u7570\u97f3\uff0f\u632f\u52d5\uff0f\u3046\u308b\u3055\u3044\u300d\u3092\u540c\u3058\u4e8b\u8c61\u3068\u3057\u3066\u6271\u3046 |\n| \u65e7\u7248\u306e\u624b\u9806\u304c\u8fd4\u308b | \u7248\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u6301\u3061\u3001\u6700\u65b0\u7248\u3092\u512a\u5148\u3059\u308b\u3002\u65e7\u7248\u3057\u304b\u306a\u3044\u5834\u5408\u306f\u8b66\u544a\u3092\u51fa\u3059 |\n| \u30b9\u30ad\u30e3\u30f3PDF\u304c\u691c\u7d22\u306b\u5165\u3089\u306a\u3044 | \u53d6\u308a\u8fbc\u307f\u6642\u306bOCR\u306e\u6709\u7121\u3092\u8a18\u9332\u3057\u3001\u672a\u51e6\u7406\u306e\u4e00\u89a7\u3092\u7ba1\u7406\u3059\u308b |\n| \u56de\u7b54\u304c\u9577\u3059\u304e\u3066\u73fe\u5834\u3067\u8aad\u3081\u306a\u3044 | \u8981\u70b9\u30923\u884c\u307e\u3067\u306b\u3057\u3001\u8a73\u7d30\u306f\u5f15\u7528\u3078\u8a98\u5c0e\u3059\u308b\u3002**\u73fe\u5834\u306f\u7acb\u3063\u305f\u307e\u307e\u8aad\u3080** |\n| \u5b89\u5168\u624b\u9806\u304c\u8981\u7d04\u3055\u308c\u3066\u5024\u304c\u843d\u3061\u308b | \u5b89\u5168\u533a\u5206\u306e\u65ad\u7247\u306f\u539f\u6587\u5f15\u7528\u3092\u5fc5\u9808\u306b\u3057\u3001\u6a5f\u68b0\u7684\u306b\u691c\u67fb\u3059\u308b |\n| \u4f7f\u308f\u308c\u306a\u3044 | \u300c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u300d\u8cea\u554f\u3092\u6708\u6b21\u3067\u898b\u76f4\u3057\u3001\u6587\u66f8\u3092\u8db3\u3059\u3002**\u6700\u521d\u306e1\u304b\u6708\u3067\u7b54\u3048\u304c\u51fa\u306a\u3044\u3068\u3001\u73fe\u5834\u306f\u4f7f\u3046\u306e\u3092\u3084\u3081\u308b** |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u8a2d\u5099\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u4f5c\u696d\u5c65\u6b74\u3001\u8a2d\u5099\u30de\u30b9\u30bf\u3002**\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u63d0\u4f9b\u3055\u308c\u305f\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u8457\u4f5c\u6a29\u306f\u3001\u539f\u5247\u3068\u3057\u3066\u30e1\u30fc\u30ab\u30fc\u306b\u5e30\u5c5e\u3057\u307e\u3059\u3002**\n\n1. **\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u5229\u7528\u7bc4\u56f2** \u2026 \u30e1\u30fc\u30ab\u30fc\u63d0\u4f9b\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3078\u53d6\u308a\u8fbc\u3080\u3053\u3068\u304c\u3001\u63d0\u4f9b\u6642\u306e\u6761\u4ef6\u3067\u8a8d\u3081\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u793e\u5185\u5229\u7528\u306b\u9650\u308b\u3001\u8907\u88fd\u3092\u7981\u3058\u308b\u3068\u3044\u3063\u305f\u6761\u4ef6\u304c\u4ed8\u3044\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u5224\u65ad\u306b\u8ff7\u3046\u3082\u306e\u306f\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u30ea\u30f3\u30af\u3060\u3051\u3092\u6301\u3064\u5f62\u306b\u3057\u307e\u3059\n2. **\u5916\u90e8AI\u3078\u306e\u5165\u529b** \u2026 \u30de\u30cb\u30e5\u30a2\u30eb\u306e\u672c\u6587\u3068\u4f5c\u696d\u5c65\u6b74\u304c\u5916\u90e8\u306e\u30b5\u30fc\u30d3\u30b9\u3078\u6e21\u308a\u307e\u3059\u3002\u8a2d\u5099\u69cb\u6210\u3084\u4e0d\u5177\u5408\u306e\u5c65\u6b74\u306f\u3001\u81ea\u793e\u306e\u751f\u7523\u80fd\u529b\u306b\u95a2\u3059\u308b\u60c5\u5831\u3067\u3082\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u5730\u57df\u3068\u5b66\u7fd2\u5229\u7528\u306e\u6709\u7121\u3092\u5951\u7d04\u3067\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\n3. **\u30a2\u30af\u30bb\u30b9\u6a29\u9650** \u2026 \u691c\u7d22\u3067\u304d\u308b\u7bc4\u56f2\u3092\u5de5\u5834\u30fb\u8077\u7a2e\u3067\u5236\u9650\u3057\u307e\u3059\u3002**\u691c\u7d22\u57fa\u76e4\u5074\u306e\u6a29\u9650\u8a2d\u8a08\u3092\u3001\u5143\u306e\u6587\u66f8\u306e\u6a29\u9650\u3068\u63c3\u3048\u3066\u304f\u3060\u3055\u3044\u3002** \u3053\u3053\u304c\u305a\u308c\u308b\u3068\u3001\u95b2\u89a7\u6a29\u9650\u306e\u306a\u3044\u6587\u66f8\u304c\u56de\u7b54\u306e\u5f15\u7528\u3068\u3057\u3066\u51fa\u307e\u3059\n4. **\u4eba\u540d\u306e\u6271\u3044** \u2026 \u4f5c\u696d\u5c65\u6b74\u306b\u306f\u62c5\u5f53\u8005\u540d\u304c\u5165\u308a\u307e\u3059\u3002\u56de\u7b54\u306e\u5f15\u7528\u306b\u4eba\u540d\u304c\u51fa\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3092\u691c\u8a0e\u3057\u3001\u4e0d\u8981\u306a\u3089\u53d6\u308a\u8fbc\u307f\u6642\u306b\u843d\u3068\u3057\u307e\u3059\n5. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 \u56de\u7b54\u306e\u751f\u6210\u307e\u3067\u3067\u3059\u3002**\u4f5c\u696d\u6307\u793a\u3068\u3057\u3066\u73fe\u5834\u3078\u81ea\u52d5\u914d\u4fe1\u3059\u308b\u69cb\u6210\u306b\u306f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u9069\u7528\u306e\u5224\u65ad\u306f\u5fc5\u305a\u4fdd\u5168\u54e1\u304c\u884c\u3044\u307e\u3059\n6. **\u5b89\u5168\u306b\u304b\u304b\u308f\u308b\u624b\u9806** \u2026 \u8981\u7d04\u305b\u305a\u539f\u6587\u5f15\u7528\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002\u904b\u7528\u958b\u59cb\u5f8c\u3082\u3001\u5b89\u5168\u533a\u5206\u306e\u51fa\u529b\u3092\u5b9a\u671f\u7684\u306b\u629c\u304d\u53d6\u308a\u691c\u67fb\u3057\u3066\u304f\u3060\u3055\u3044\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001\u8aa4\u3063\u305f\u624b\u9806\u306b\u3088\u308b\u8a2d\u5099\u306e\u640d\u50b7\u3001\u4f5c\u696d\u8005\u306e\u8ca0\u50b7\u3001\u54c1\u8cea\u4e8b\u6545\u3067\u3059\u3002**\u3053\u306e\u69cb\u6210\u306f\u300c\u63a2\u3059\u6642\u9593\u3092\u77ed\u304f\u3059\u308b\u300d\u3082\u306e\u3067\u3042\u3063\u3066\u3001\u300c\u5224\u65ad\u3092\u4ee3\u884c\u3059\u308b\u300d\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** 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\u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Azure AI Search \u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u304c\u3001\u5168\u6587\u691c\u7d22\uff08BM25\uff09\u3068\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u540c\u6642\u306b\u5b9f\u884c\u3057\u3001Reciprocal Rank Fusion\uff08RRF\uff09\u3067\u7d50\u679c\u3092\u7d71\u5408\u3059\u308b\u3053\u3068 | [MicrosoftDocs: Hybrid search overview](https:\/\/github.com\/MicrosoftDocs\/azure-ai-docs\/blob\/main\/articles\/search\/hybrid-search-overview.md) | 2026-09-14 |\n| \u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e9\u30f3\u30ab\u30fc\u304c\u3001BM25\u307e\u305f\u306fRRF\u3067\u9806\u4f4d\u4ed8\u3051\u3055\u308c\u305f\u521d\u671f\u7d50\u679c\u306e\u4e0a\u4f4d50\u4ef6\u3092\u3001\u8a00\u8a9e\u7406\u89e3\u30e2\u30c7\u30eb\u3067\u4e26\u3079\u66ff\u3048\u308b\u6a5f\u80fd\u3067\u3042\u308b\u3053\u3068\u3002\u30b9\u30b3\u30a2\u304c `@search.rerankerScore`\uff084\u301c0\uff09\u3068\u3057\u3066\u8fd4\u308b\u3053\u3068\u3002\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u8a2d\u5b9a\u3057\u305f\u540c\u7fa9\u8a9e\u30de\u30c3\u30d7\u304c\u4e26\u3079\u66ff\u3048\u6642\u306b\u3082\u9069\u7528\u3055\u308c\u308b\u3053\u3068\u3002\u65b0\u3057\u3044\u6587\u5b57\u5217\u3092\u751f\u6210\u3057\u306a\u3044\u3053\u3068 | [Microsoft Learn: Semantic ranking overview](https:\/\/learn.microsoft.com\/en-us\/azure\/search\/semantic-search-overview) | 2026-09-14 |\n\n\u4fdd\u5168\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u5c65\u6b74\u306e\u53d6\u308a\u51fa\u3057\u65b9\u5f0f\u306f\u88fd\u54c1\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002**\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002** 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