{"id":15455,"date":"2026-10-15T09:07:51","date_gmt":"2026-10-15T00:07:51","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/coop-product-inquiry-qa\/"},"modified":"2026-10-15T09:09:57","modified_gmt":"2026-10-15T00:09:57","slug":"coop-product-inquiry-qa","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/coop-product-inquiry-qa\/","title":{"rendered":"\u751f\u5354\u306e\u5b85\u914d\u30bb\u30f3\u30bf\u30fc\u306b\u7d44\u5408\u54e1\u304b\u3089\u5c4a\u304f\u539f\u6750\u6599\u30fb\u7523\u5730\u30fb\u30a2\u30ec\u30eb\u30b2\u30f3\u30fb\u4fdd\u5b58\u306e\u8cea\u554f\u306b\u3001\u5546\u54c1\u306e\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u60c5\u5831\u3092\u6839\u62e0\u306b\u5fdc\u5bfe\u62c5\u5f53\u304c\u7b54\u3048\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u7d44\u5408\u54e1\u304b\u3089\u300c\u3053\u306e\u51b7\u51cd\u30b3\u30ed\u30c3\u30b1\u306b\u5375\u306f\u5165\u3063\u3066\u3044\u308b\u304b\u300d\u300c\u4eca\u9031\u306e\u4eba\u53c2\u306e\u7523\u5730\u306f\u300d\u300c\u89e3\u51cd\u3057\u305f\u5f8c\u306f\u4f55\u65e5\u3082\u3064\u304b\u300d\u3068\u96fb\u8a71\u304c\u6765\u305f\u3068\u304d\u3001\u5fdc\u5bfe\u62c5\u5f53\u304c\u30ab\u30bf\u30ed\u30b0\u306e\u53f7\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u5165\u308c\u308b\u3068\u3001\u305d\u306e\u5546\u54c1\u306e\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u5f15\u7528\u3057\u3066\u8fd4\u3057\u307e\u3059\u3002\u8a18\u8f09\u306e\u7121\u3044\u3082\u306e\u306f\u5546\u54c1\u90e8\u3078\u56de\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1528","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-15","tech_verified_date":"2026-10-14","trigger":"**\u8d77\u70b9\u306f\u3001\u5fdc\u5bfe\u62c5\u5f53\u304c\u5fdc\u5bfe\u306e\u753b\u9762\u3067\u9001\u4fe1\u3057\u305f\u3053\u3068\u3067\u3059\u3002** \u96fb\u8a71\u3092\u53d7\u3051\u306a\u304c\u3089\u5165\u308c\u308b\u306e\u3067\u3001\u9805\u76ee\u306f\u5c11\u306a\u304f\u3057\u307e\u3059\u3002**\u30ab\u30bf\u30ed\u30b0\u306e\u53f7\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u304c\u6b20\u3051\u308b\u3068\u3001\u3069\u306e\u898f\u683c\u66f8\u3067\u7b54\u3048\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002** \u753b\u9762\u3067\u5fc5\u9808\u306b\u3057\u307e\u3059\u3002\n\n| \u753b\u9762\u306e\u9805\u76ee | \u66f8\u304d\u65b9 | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| \u30ab\u30bf\u30ed\u30b0\u306e\u53f7 | \u53f7\u3092\u9078\u3076\uff08\u65e2\u5b9a\u306f\u4eca\u9031\u306e\u914d\u9054\u306e\u53f7\uff09 | \u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u306e\u7d5e\u308a\u8fbc\u307f |\n| \u5546\u54c1\u30b3\u30fc\u30c9 | \u30ab\u30bf\u30ed\u30b0\u306e\u5546\u54c1\u756a\u53f7 | \u7d5e\u308a\u8fbc\u307f |\n| \u8cea\u554f\u306e\u7a2e\u985e | \u539f\u6750\u6599\uff0f\u30a2\u30ec\u30eb\u30b2\u30f3\uff0f\u7523\u5730\uff0f\u4fdd\u5b58\u30fb\u8abf\u7406\uff0f\u8cde\u5473\u671f\u9650\uff0f\u4f53\u306e\u5177\u5408\u30fb\u98df\u3079\u3066\u3088\u3044\u304b\uff0f\u305d\u306e\u4ed6 | \u632f\u308a\u5206\u3051\u3001\u5b9a\u578b\u306e\u6848\u5185 |\n| \u8cea\u554f\u306e\u8981\u70b9 | \u81ea\u7531\u8a18\u8ff0\uff08\u7d44\u5408\u54e1\u306e\u8a00\u8449\u306e\u8981\u70b9\uff09 | \u691c\u7d22\u306e\u8cea\u554f\u6587 |\n\n**\u300c\u4f53\u306e\u5177\u5408\u30fb\u98df\u3079\u3066\u3088\u3044\u304b\u300d\u3092\u9078\u3093\u3060\u3089\u3001\u691c\u7d22\u3092\u305b\u305a\u5b9a\u578b\u306e\u6848\u5185\u304c\u51fa\u307e\u3059\u3002** \u300c\u898f\u683c\u66f8\u306e\u8a18\u8f09\u306f\u304a\u4f1d\u3048\u3067\u304d\u307e\u3059\u304c\u3001\u304a\u53ec\u3057\u4e0a\u304c\u308a\u3044\u305f\u3060\u3051\u308b\u304b\u306f\u4e3b\u6cbb\u533b\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u300d\u3068\u3001\u75c7\u72b6\u304c\u51fa\u3066\u3044\u308b\u5834\u5408\u306e\u54c1\u8cea\u306e\u62c5\u5f53\u3078\u306e\u56de\u4ed8\u306e\u624b\u9806\u3067\u3059\u3002**\u8981\u70b9\u306e\u6b04\u306b\u300c\u304b\u3086\u307f\u300d\u300c\u3058\u3093\u307e\u3057\u3093\u300d\u300c\u98df\u3079\u305f\u5f8c\u300d\u306a\u3069\u306e\u8a9e\u304c\u3042\u308b\u3068\u304d\u3082\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u540c\u3058\u6271\u3044\u306b\u3057\u307e\u3059\u3002**\n\n**\u3082\u3046\u4e00\u3064\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u306e\u66f4\u65b0\u3067\u3059\u3002** \u5546\u54c1\u90e8\u304c\u65b0\u3057\u3044\u53f7\u306e\u7523\u5730\u306e\u8868\u3068\u3001\u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u3057\u305f\u5546\u54c1\u306e\u898f\u683c\u66f8\u3092\u7f6e\u304d\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u53f7\u306e\u7bc4\u56f2\u3092\u66f8\u304d\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u307f\u306f\u6bce\u6669\u307e\u3068\u3081\u3066\u884c\u3044\u3001\u30ab\u30bf\u30ed\u30b0\u306e\u914d\u5e03\u3088\u308a\u524d\u306b\u65b0\u3057\u3044\u53f7\u304c\u691c\u7d22\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b | \u753b\u9762\u306e4\u9805\u76ee\u3068\u3001\u5fdc\u5bfe\u62c5\u5f53 | \u5fdc\u5bfe\u306e\u753b\u9762 |\n| \u5546\u54c1\u306e\u898f\u683c\u66f8 | \u539f\u6750\u6599\u3001\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u3001\u88fd\u9020\u306e\u5de5\u7a0b\u3067\u306e\u6df7\u5165\u306e\u6ce8\u610f\u3001\u4fdd\u5b58\u306e\u65b9\u6cd5\u3001\u8cde\u5473\u671f\u9650\u3001\u88fd\u9020\u6240 | \u5546\u54c1\u90e8\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08\u53d6\u5f15\u5148\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u3082\u306e\uff09 |\n| \u7523\u5730\u306e\u8868 | \u53f7\u3054\u3068\u30fb\u5546\u54c1\u3054\u3068\u306e\u7523\u5730\uff08\u8907\u6570\u306e\u7523\u5730\u306e\u5019\u88dc\u3092\u542b\u3080\uff09 | \u5546\u54c1\u90e8\u304c\u9031\u3054\u3068\u306b\u4f5c\u308b\u8868 |\n| \u30ab\u30bf\u30ed\u30b0\u306e\u5546\u54c1\u30c7\u30fc\u30bf | \u53f7\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u5546\u54c1\u540d\u3001\u63b2\u8f09\u306e\u671f\u9593 | \u30ab\u30bf\u30ed\u30b0\u306e\u30c7\u30fc\u30bf |\n| \u56de\u7b54\u96c6 | \u904e\u53bb\u306e\u7167\u4f1a\u306e\u8981\u65e8\u3001\u5546\u54c1\u90e8\u306e\u56de\u7b54\u3001\u6839\u62e0\u3001\u7b54\u3048\u305f\u65e5 | \u5546\u54c1\u90e8\u306e\u7167\u4f1a\u306e\u4e00\u89a7\u304b\u3089\u4f5c\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u898f\u683c\u66f8\u306b\u4ed8\u3051\u308b\u300c\u3069\u306e\u53f7\u304b\u3089\u52b9\u304f\u304b\u300d\u3067\u3059\u3002** \u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u306e\u898f\u683c\u66f8\u304c\u5c4a\u3044\u305f\u3089\u3001\u3069\u306e\u53f7\u306e\u914d\u9054\u304b\u3089\u65b0\u3057\u3044\u898f\u683c\u306e\u5546\u54c1\u304c\u5c4a\u304f\u304b\u3092\u5546\u54c1\u90e8\u304c\u66f8\u304d\u307e\u3059\u3002**\u3053\u308c\u3092\u66f8\u304b\u306a\u3044\u3068\u3001\u65b0\u65e7\u306e\u898f\u683c\u66f8\u304c\u540c\u3058\u91cd\u3055\u3067\u5f15\u304b\u308c\u307e\u3059\u3002**\n\n**\u898f\u683c\u66f8\u306e\u4f5c\u6210\u65e5\u3082\u6301\u305f\u305b\u307e\u3059\u3002** \u6d88\u8cbb\u8005\u5e81\u306f2026\u5e744\u67081\u65e5\u306b\u3001\u7279\u5b9a\u539f\u6750\u6599\u306b\u30ab\u30b7\u30e5\u30fc\u30ca\u30c3\u30c4\u3092\u8ffd\u52a0\u3057\u3066\u3044\u307e\u3059\u3002**\u305d\u308c\u3088\u308a\u524d\u306b\u4f5c\u3089\u308c\u305f\u898f\u683c\u66f8\u3067\u306f\u3001\u30ab\u30b7\u30e5\u30fc\u30ca\u30c3\u30c4\u304c\u7279\u5b9a\u539f\u6750\u6599\u3068\u3057\u3066\u3067\u306f\u306a\u304f\u3001\u5225\u306e\u6b04\u306b\u66f8\u304b\u308c\u3066\u3044\u305f\u308a\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u4f5c\u6210\u65e5\u3092\u898b\u3066\u3001\u53e4\u3044\u898f\u683c\u66f8\u3067\u7279\u5b9a\u539f\u6750\u6599\u3092\u7b54\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002","data_source":"\u898f\u683c\u66f8\u306f\u5546\u54c1\u3054\u3068\u306b1\u30d5\u30a1\u30a4\u30eb\u3001\u7523\u5730\u306e\u8868\u306f\u53f7\u3054\u3068\u30fb\u5546\u54c1\u3054\u3068\u306b1\u884c\u30921\u6587\u66f8\u306b\u3057\u3066 Cloud Storage \u306b\u7f6e\u304d\u307e\u3059\u3002\u516c\u5f0f\u3067\u306f\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f TXT\u30fbJSON\u30fbMarkdown\u30fbPDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \u306b\u5bfe\u5fdc\u3057\u30011\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u9650\u306f200MB\u3067\u3059\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines \u3067\u30011\u884c\u3054\u3068\u306b `id`\u3001`structData`\u3001`content`\uff08`mimeType` \u3068 `uri`\uff09\u3092\u66f8\u304d\u307e\u3059\u3002\n\n```\n{\"id\":\"spec-123456-2026a\",\"structData\":{\"doc_kind\":\"spec\",\n \"item_code\":[\"123456\"],\"issue_from\":202614,\"issue_to\":999999,\n \"spec_date\":\"2026-05-20T00:00:00Z\",\"topic\":[\"ingredients\",\"allergen\",\"storage\"]},\n \"content\":{\"mimeType\":\"application\/pdf\",\"uri\":\"gs:\/\/coop-spec\/123456-2026a.pdf\"}}\n```\n\n| \u9805\u76ee | \u4e2d\u8eab | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| `doc_kind` | \u898f\u683c\u66f8\uff0f\u7523\u5730\u306e\u8868\uff0f\u56de\u7b54 | \u632f\u308a\u5206\u3051\u306e\u898f\u5247\u3001\u8868\u793a |\n| `item_code` | \u5546\u54c1\u30b3\u30fc\u30c9 | \u7d5e\u308a\u8fbc\u307f |\n| `issue_from`\uff0f`issue_to` | \u52b9\u304f\u53f7\u306e\u7bc4\u56f2\uff08\u5e74\u3068\u53f7\u306e\u6570\u5b57\uff09 | \u7d44\u5408\u54e1\u304c\u898b\u3066\u3044\u308b\u53f7\u3067\u7248\u3092\u9078\u3076 |\n| `spec_date` | \u898f\u683c\u66f8\u306e\u4f5c\u6210\u65e5 | \u53e4\u3044\u898f\u683c\u66f8\u306e\u691c\u77e5 |\n| `topic` | \u539f\u6750\u6599\u3001\u30a2\u30ec\u30eb\u30b2\u30f3\u3001\u7523\u5730\u3001\u4fdd\u5b58\u306a\u3069 | \u7d5e\u308a\u8fbc\u307f |\n\n**\u554f\u3044\u5408\u308f\u305b\u306e\u305f\u3073\u306b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3092\u4f5c\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306e\u69cb\u6587\u3067\u306f\u3001\u6587\u5b57\u306e\u9805\u76ee\u306f `ANY()` \u306b\u4e26\u3079\u305f\u5024\u306e\u3069\u308c\u304b\u3068\u5b8c\u5168\u306b\u4e00\u81f4\u3059\u308b\u304b\u3092\u898b\u3089\u308c\u3001\u6570\u306e\u9805\u76ee\u306f\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u3067\u6bd4\u3079\u3089\u308c\u307e\u3059\u3002\u9805\u76ee\u306f\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304b\u306a\u3044\u3068\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u307e\u305b\u3093\u3002\n\n```\nitem_code: ANY(\"123456\") AND issue_from <= 202642 AND issue_to >= 202642\n```\n\n**\u53f7\u306f\u3001\u5e74\u3068\u53f7\u306e\u6570\u5b57\u3092\u3064\u306a\u3044\u3060\u6570\uff082026\u5e7442\u53f7\u306a\u3089202642\uff09\u3067\u6301\u3061\u307e\u3059\u3002** \u65e5\u4ed8\u3067\u6301\u3064\u3068\u3001\u914d\u9054\u306e\u66dc\u65e5\u306b\u3088\u3063\u3066\u540c\u3058\u53f7\u306e\u65e5\u4ed8\u304c\u305a\u308c\u3001\u5883\u76ee\u306e\u9031\u3067\u524d\u306e\u898f\u683c\u66f8\u304c\u5f15\u304b\u308c\u307e\u3059\u3002","preprocessing":"1. **\u898f\u683c\u66f8\u306e\u5bfe\u8c61\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u66f8\u304d\u51fa\u3059** \u2026 1\u3064\u306e\u898f\u683c\u66f8\u304c\u8907\u6570\u306e\u5546\u54c1\u30b3\u30fc\u30c9\uff08\u5bb9\u91cf\u9055\u3044\u30fb\u30bb\u30c3\u30c8\u54c1\uff09\u306b\u5f53\u305f\u308b\u3068\u304d\u306f\u3001\u3059\u3079\u3066\u3092 `item_code` \u306b\u4e26\u3079\u307e\u3059\n2. **\u52b9\u304f\u53f7\u306e\u7bc4\u56f2\u3092\u4ed8\u3051\u308b** \u2026 \u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u306e\u898f\u683c\u66f8\u306f\u3001\u65b0\u3057\u3044\u898f\u683c\u306e\u5546\u54c1\u304c\u5c4a\u304f\u6700\u521d\u306e\u53f7\u3092\u5546\u54c1\u90e8\u304c\u66f8\u304d\u3001\u524d\u306e\u898f\u683c\u66f8\u306e\u7d42\u308f\u308a\u306e\u53f7\u3092\u66f8\u304d\u307e\u3059\n3. **\u7523\u5730\u306e\u8868\u3092\u53f7\u3054\u3068\u30fb\u5546\u54c1\u3054\u3068\u306e\u6587\u66f8\u306b\u3059\u308b** \u2026 \u300cA\u770c\u307e\u305f\u306fB\u770c\u300d\u306e\u3088\u3046\u306b\u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3068\u304d\u306f\u3001\u305d\u306e\u307e\u307e\u66f8\u304d\u3001\u3069\u3061\u3089\u304c\u5c4a\u304f\u304b\u306f\u66f8\u304d\u8db3\u3057\u307e\u305b\u3093\n4. **\u898f\u683c\u66f8\u306e\u8868\u3092\u78ba\u304b\u3081\u308b** \u2026 \u8868\u8a08\u7b97\u3067\u4f5c\u3089\u308c\u305f\u898f\u683c\u66f8\u306f\u3001\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u306e\u8868\u304c\u53d6\u308a\u8fbc\u307f\u3067\u5d29\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u3001\u5546\u54c1\u306e\u8ffd\u52a0\u306e\u305f\u3073\u306b\u6570\u4ef6\u898b\u307e\u3059\n5. **\u56de\u7b54\u96c6\u3092\u6574\u3048\u308b** \u2026 \u5546\u54c1\u90e8\u306e\u904e\u53bb\u306e\u56de\u7b54\u3092\u3001\u6839\u62e0\u3092\u78ba\u304b\u3081\u30661\u4ef6\u305a\u3064\u6587\u66f8\u306b\u3057\u307e\u3059\u3002\u7d44\u5408\u54e1\u306e\u540d\u524d\u3068\u7d44\u5408\u54e1\u756a\u53f7\u306f\u5916\u3057\u307e\u3059\n6. **\u8cea\u554f\u306e\u8981\u70b9\u304b\u3089\u500b\u4eba\u306e\u60c5\u5831\u3092\u5916\u3059** \u2026 \u7d44\u5408\u54e1\u306e\u540d\u524d\u3001\u7d44\u5408\u54e1\u756a\u53f7\u3001\u5bb6\u65cf\u306e\u75c5\u540d\u304c\u66f8\u304b\u308c\u3066\u3044\u305f\u3089\u3001\u691c\u7d22\u306e\u8cea\u554f\u6587\u304b\u3089\u5916\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3067\u3001\u3069\u3061\u3089\u306e\u7523\u5730\u304c\u5c4a\u304f\u304b\u3092\u66f8\u304d\u8db3\u3055\u306a\u3044\u306e\u306f\u3001\u77e5\u308a\u5f97\u306a\u3044\u3053\u3068\u3060\u304b\u3089\u3067\u3059\u3002** \u7523\u5730\u306e\u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u5546\u54c1\u306f\u3001\u914d\u9054\u306e\u9031\u306e\u51fa\u8377\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002**AI\u304c\u7247\u65b9\u3092\u9078\u3093\u3067\u7b54\u3048\u306a\u3044\u3088\u3046\u3001\u5019\u88dc\u3092\u305d\u306e\u307e\u307e\u4f1d\u3048\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u7d44\u5408\u54e1\u304c\u898b\u3066\u3044\u308b\u53f7\u306e\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3001\u5f15\u7528\u3057\u3066\u56de\u7b54\u306e\u6750\u6599\u3092\u4e26\u3079\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3059 | \u898f\u683c\u66f8\u306e\u539f\u6750\u6599\u30fb\u30a2\u30ec\u30eb\u30b2\u30f3\u30fb\u6df7\u5165\u306e\u6ce8\u610f\u30fb\u4fdd\u5b58\u306e\u6b04\u3001\u7523\u5730\u306e\u8868 |\n| \u7b87\u6240\u3092\u5f15\u7528\u3059\u308b | \u898f\u683c\u66f8\u306e\u5546\u54c1\u540d\u3001\u4f5c\u6210\u65e5\u3001\u6b04\u306e\u540d\u524d\u3001\u672c\u6587\u3092\u305d\u306e\u307e\u307e |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u793a\u3059 | \u8a72\u5f53\u3059\u308b\u6b04\u304c\u7121\u3044\u3001\u307e\u305f\u306f\u6b04\u304c\u7a7a\u3067\u3042\u308b\u3053\u3068 |\n| \u4f1d\u3048\u65b9\u306e\u6750\u6599\u3092\u4e26\u3079\u308b | \u5fdc\u5bfe\u62c5\u5f53\u304c\u7d44\u5408\u54e1\u306b\u4f1d\u3048\u308b\u9806\uff08\u8a18\u8f09\u306e\u5185\u5bb9\u3001\u8a18\u8f09\u304c\u7121\u3044\u3053\u3068\u3001\u5546\u54c1\u306e\u8868\u793a\u3082\u898b\u3066\u307b\u3057\u3044\u3053\u3068\uff09 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u98df\u3079\u3066\u3088\u3044\u304b\u30fb\u63a7\u3048\u305f\u307b\u3046\u304c\u3088\u3044\u304b\u306e\u5224\u65ad | \u4e3b\u6cbb\u533b\u306e\u5224\u65ad\u3002\u898f\u683c\u66f8\u306e\u8a18\u8f09\u3060\u3051\u3092\u4f1d\u3048\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6df7\u5165\u306e\u6709\u7121\u3092\u63a8\u3057\u91cf\u308b | \u88fd\u9020\u306e\u5de5\u7a0b\u3092\u77e5\u3063\u3066\u3044\u308b\u306e\u306f\u53d6\u5f15\u5148\u3068\u5546\u54c1\u90e8 |\n| \u7523\u5730\u306e\u5019\u88dc\u304b\u30891\u3064\u3092\u9078\u3076 | \u3069\u3061\u3089\u304c\u5c4a\u304f\u304b\u306f\u51fa\u8377\u3067\u6c7a\u307e\u308b |\n| \u539f\u6750\u6599\u306e\u540d\u524d\u304b\u3089\u30a2\u30ec\u30eb\u30b2\u30f3\u3092\u63a8\u3057\u91cf\u308b | \u300c\u4e73\u5316\u5264\u300d\u304b\u3089\u4e73\u3092\u63a8\u3059\u306a\u3069\u3002\u898f\u683c\u66f8\u306e\u4e00\u89a7\u3060\u3051\u3092\u6839\u62e0\u306b\u3059\u308b |\n| \u5225\u306e\u53f7\u30fb\u5225\u306e\u5546\u54c1\u306e\u898f\u683c\u66f8\u3067\u7b54\u3048\u308b | \u539f\u6750\u6599\u3068\u7523\u5730\u304c\u9055\u3046 |\n\n**4\u3064\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u8aa4\u308a\u3067\u3059\u3002** \u898f\u683c\u66f8\u306e\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u306b\u7121\u3044\u539f\u6750\u6599\u3092\u898b\u3066\u3001AI\u306f\u300c\u4e73\u5316\u5264\u306f\u5927\u8c46\u7531\u6765\u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u300d\u3068\u4e00\u822c\u8ad6\u3092\u66f8\u304d\u307e\u3059\u3002**\u305d\u308c\u304c\u5f53\u305f\u3063\u3066\u3044\u3066\u3082\u5916\u308c\u3066\u3044\u3066\u3082\u3001\u898f\u683c\u66f8\u306b\u7121\u3044\u3053\u3068\u3092\u5fdc\u5bfe\u62c5\u5f53\u304c\u4f1d\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u4e00\u89a7\u306b\u7121\u3044\u3053\u3068\u304c\u6c17\u306b\u306a\u308b\u306a\u3089\u3001\u5546\u54c1\u90e8\u306b\u56de\u3057\u3066\u53d6\u5f15\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u7b87\u6240\u306b\u51fa\u5178\u3092\u4ed8\u3051\u308b\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09 |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u4fc2\u306e\u8584\u3044\u898f\u683c\u66f8\u3067\u7b54\u3048\u306a\u3044 |\n| `filter` | \u5546\u54c1\u30b3\u30fc\u30c9\u3001\u53f7\u306e\u7bc4\u56f2 | \u7d44\u5408\u54e1\u304c\u898b\u3066\u3044\u308b\u53f7\u306e\u5546\u54c1\u3060\u3051\u3092\u5f15\u304f |\n| `includeGroundingSupports` | \u6709\u52b9 | \u6587\u3054\u3068\u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\uff080\u301c1\uff09\u3092\u53d7\u3051\u53d6\u308b |\n| `session` | \u540c\u3058\u96fb\u8a71\u306e\u7d9a\u304d | \u7d9a\u3051\u3066\u306e\u8cea\u554f\u306b\u524d\u306e\u3084\u308a\u53d6\u308a\u3092\u4f7f\u3046 |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u53f7\u30fb\u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u8cea\u554f\u306e\u7a2e\u985e\u3092\u691c\u7d22\u306e\u6587\u306e\u5148\u982d\u306b\u4ed8\u3051\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u751f\u5354\u306e\u5546\u54c1\u90e8\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u5b85\u914d\u30bb\u30f3\u30bf\u30fc\u306e\u5fdc\u5bfe\u62c5\u5f53\u304b\u3089\n\u306e\u5546\u54c1\u306e\u4e2d\u8eab\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u3001\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u3092\u6839\u62e0\u306b\u56de\u7b54\u306e\n\u6750\u6599\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\u8aad\u3080\u306e\u306f\u3001\u96fb\u8a71\u3067\u7d44\u5408\u54e1\u3068\u8a71\u3057\u3066\u3044\u308b\u8077\u54e1\u3067\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u30ab\u30bf\u30ed\u30b0\u306e\u53f7\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8cea\u554f\u306e\u7a2e\u985e\u304c\u4e26\u3093\u3067\n\u3044\u307e\u3059\u3002\u691c\u7d22\u306e\u5bfe\u8c61\u306f\u3001\u305d\u306e\u53f7\u306b\u5c4a\u304f\u5546\u54c1\u306e\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u3060\u3051\u3067\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u898f\u683c\u66f8\u306e\u5546\u54c1\u540d\u3068\u4f5c\u6210\u65e5\u3092\u66f8\u304f\n2. \u8cea\u554f\u306b\u5f53\u305f\u308b\u6b04\u3092\u3001\u6b04\u306e\u540d\u524d\u3092\u4ed8\u3051\u3066\u672c\u6587\u306e\u307e\u307e\u5f15\u7528\u3059\u308b\n3. \u8a72\u5f53\u3059\u308b\u6b04\u304c\u7121\u3044\u3001\u307e\u305f\u306f\u7a7a\u306e\u3068\u304d\u306f\u300c\u898f\u683c\u66f8\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304f\n4. \u6700\u5f8c\u306b\u3001\u7d44\u5408\u54e1\u306b\u4f1d\u3048\u308b\u9806\u30923\u884c\u4ee5\u5185\u3067\u66f8\u304f\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u898f\u683c\u66f8\u3001\u5225\u306e\u53f7\u30fb\u5225\u306e\u5546\u54c1\u306e\u898f\u683c\u66f8\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30a2\u30ec\u30eb\u30b2\u30f3\u306f\u3001\u898f\u683c\u66f8\u306e\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u3068\u6df7\u5165\u306e\u6ce8\u610f\u306e\u6b04\u3060\u3051\u3092\n  \u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u539f\u6750\u6599\u306e\u540d\u524d\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u300d\u3068\u66f8\u3051\u308b\u306e\u306f\u3001\u898f\u683c\u66f8\u306b\u305d\u3046\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304d\u3060\u3051\u3067\u3059\u3002\n  \u4e00\u89a7\u306b\u7121\u3044\u3060\u3051\u306e\u3068\u304d\u306f\u300c\u4e00\u89a7\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u98df\u3079\u3066\u3088\u3044\u304b\u3001\u63a7\u3048\u305f\u307b\u3046\u304c\u3088\u3044\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u88fd\u9020\u306e\u5de5\u7a0b\u3067\u306e\u6df7\u5165\u306b\u3064\u3044\u3066\u898f\u683c\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u6df7\u5165\u306e\u6ce8\u610f\u306e\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u5546\u54c1\u90e8\u304c\u78ba\u8a8d\u3057\u307e\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7523\u5730\u306e\u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3068\u304d\u306f\u3001\u3059\u3079\u3066\u3092\u66f8\u304d\u30011\u3064\u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4e00\u822c\u7684\u306a\u98df\u54c1\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u898f\u683c\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u898f\u683c\u66f8\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u5546\u54c1\u90e8\u304c\u78ba\u8a8d\u3057\u307e\u3059\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u300d\u3068\u300c\u4e00\u89a7\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3092\u66f8\u304d\u5206\u3051\u3055\u305b\u308b\u306e\u304c\u3001\u3053\u306e\u6307\u793a\u306e\u8981\u3067\u3059\u3002** \u7d44\u5408\u54e1\u306b\u3068\u3063\u3066\u306f\u540c\u3058\u306b\u805e\u3053\u3048\u307e\u3059\u304c\u3001\u524d\u8005\u306f\u53d6\u5f15\u5148\u304c\u542b\u307e\u306a\u3044\u3068\u66f8\u3044\u305f\u3053\u3068\u3001\u5f8c\u8005\u306f\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3060\u3051\u306e\u3053\u3068\u3067\u3059\u3002**\u5fdc\u5bfe\u62c5\u5f53\u304c\u3053\u306e\u9055\u3044\u3092\u77e5\u3063\u3066\u4f1d\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u3001\u6587\u9762\u306e\u6bb5\u968e\u3067\u5206\u3051\u307e\u3059\u3002**","output_data":"**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8fd4\u308a\u5024\u3068\u30ab\u30bf\u30ed\u30b0\u306e\u60c5\u5831\u3092\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u307e\u3068\u3081\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_id\": \"\",\n  \"issue_no\": 202642,\n  \"item_code\": \"\",\n  \"item_name\": \"\",\n  \"question_type\": \"ingredients | allergen | origin | storage | best_before | health | other\",\n  \"spec\": { \"title\": \"\", \"spec_date\": \"\", \"uri\": \"\" },\n  \"findings\": [\n    { \"field\": \"\", \"status\": \"stated | not_listed | field_missing\",\n      \"quote\": \"\", \"uri\": \"\" }\n  ],\n  \"origins\": [],\n  \"talk_points\": [],\n  \"route\": \"answer | refer\",\n  \"refer_reason\": []\n}\n```\n\n`findings` \u306e\u5f15\u7528\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e `references` \u304b\u3089\u53d6\u308a\u307e\u3059\u3002**\u5f15\u7528\u306e\u4f4d\u7f6e\uff08`startIndex`\uff0f`endIndex`\uff09\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570**\u306a\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u6587\u3092\u6587\u5b57\u6570\u3067\u5207\u308b\u3068\u305a\u308c\u307e\u3059\u3002`status` \u306f\u3001\u898f\u683c\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\uff08`stated`\uff09\u3001\u4e00\u89a7\u306b\u3042\u308b\u304c\u8cea\u554f\u306e\u54c1\u76ee\u304c\u7121\u3044\uff08`not_listed`\uff09\u3001\u8a72\u5f53\u3059\u308b\u6b04\u305d\u306e\u3082\u306e\u304c\u7121\u3044\uff08`field_missing`\uff09\u3092\u5206\u3051\u307e\u3059\u3002\n\n**`route` \u306f\u6b21\u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n| `refer_reason` | \u7acb\u3066\u308b\u6761\u4ef6 |\n|:--|:--|\n| `health` | \u8cea\u554f\u306e\u7a2e\u985e\u304c\u4f53\u306e\u5177\u5408\u3001\u307e\u305f\u306f\u8981\u70b9\u306b\u75c7\u72b6\u306e\u8a9e\u304c\u3042\u308b |\n| `contamination_unknown` | \u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u8cea\u554f\u3067\u3001\u6df7\u5165\u306e\u6ce8\u610f\u306e\u6b04\u304c\u7121\u3044 |\n| `old_spec` | \u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u8cea\u554f\u3067\u3001\u898f\u683c\u66f8\u306e\u4f5c\u6210\u65e5\u304c\u7279\u5b9a\u539f\u6750\u6599\u306e\u8ffd\u52a0\uff082026-04-01\uff09\u3088\u308a\u524d |\n| `field_missing` | \u8cea\u554f\u306b\u5f53\u305f\u308b\u6b04\u304c\u898f\u683c\u66f8\u306b\u7121\u3044 |\n| `no_spec` | \u898f\u683c\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001\u307e\u305f\u306f `answerSkippedReasons` \u304c\u8fd4\u3063\u305f |\n| `judgement_words` | \u56de\u7b54\u306b\u300c\u98df\u3079\u3089\u308c\u307e\u3059\u300d\u300c\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u300d\u300c\u63a7\u3048\u3066\u300d\u306a\u3069\u306e\u8a9e\u304c\u3042\u308b |\n| `weak_support` | \u6839\u62e0\u306e\u30b9\u30b3\u30a2\u304c\u4f4e\u3044\u6587\u304c\u3042\u308b |\n\n**\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u3082\u306e\u3060\u3051\u304c `answer` \u3067\u3059\u3002** `old_spec` \u306f\u3001\u30ab\u30b7\u30e5\u30fc\u30ca\u30c3\u30c4\u306b\u9650\u3089\u305a\u3001\u53e4\u3044\u898f\u683c\u66f8\u306e\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u304c\u3044\u307e\u306e\u7279\u5b9a\u539f\u6750\u6599\u306e\u7bc4\u56f2\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u5546\u54c1\u90e8\u304c\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u5370\u3067\u3059\u3002**\u898f\u683c\u66f8\u306e\u66f4\u65b0\u3092\u53d6\u5f15\u5148\u306b\u983c\u3080\u304d\u3063\u304b\u3051\u306b\u3082\u306a\u308a\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5fdc\u5bfe\u306e\u753b\u9762 | \u753b\u9762\u304b\u3089\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u547c\u3076 | 4\u9805\u76ee\u3092\u53d7\u3051\u53d6\u308a\u3001\u56de\u7b54\u306e\u6750\u6599\u3092\u8fd4\u3059 |\n| \u30ab\u30bf\u30ed\u30b0\u306e\u30c7\u30fc\u30bf | \u8aad\u307f\u51fa\u3057 | \u53f7\u3054\u3068\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u5546\u54c1\u540d\u3092\u5f15\u304f |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9 | \u898f\u683c\u66f8\u30fb\u7523\u5730\u306e\u8868\u306e\u5f15\u7528 |\n| \u5546\u54c1\u90e8\u306e\u7167\u4f1a\u306e\u4e00\u89a7 | 1\u884c\u8db3\u3059 | `refer` \u3092\u56de\u3059 |\n| \u56de\u7b54\u96c6 | \u5546\u54c1\u90e8\u304c\u56de\u7b54\u3092\u767b\u9332 | \u7fcc\u6669\u306b\u53d6\u308a\u8fbc\u3080 |\n\n**\u7167\u4f1a\u306e1\u884c\u306b\u306f\u3001\u53f7\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8cea\u554f\u306e\u8981\u70b9\u3001\u5f15\u7528\u3001`refer_reason` \u3092\u4ed8\u3051\u307e\u3059\u3002** \u5546\u54c1\u90e8\u306f\u3001\u898f\u683c\u66f8\u3092\u63a2\u3059\u3068\u3053\u308d\u304b\u3089\u3067\u306f\u306a\u304f\u3001\u53d6\u5f15\u5148\u306b\u4f55\u3092\u78ba\u304b\u3081\u308b\u304b\u3092\u6c7a\u3081\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3089\u308c\u307e\u3059\u3002","human_review":"**\u7d44\u5408\u54e1\u306b\u4f1d\u3048\u308b\u306e\u306f\u3001\u3044\u3064\u3082\u5fdc\u5bfe\u62c5\u5f53\u3067\u3059\u3002** AI\u306e\u56de\u7b54\u304c\u7d44\u5408\u54e1\u306b\u76f4\u63a5\u5c4a\u304f\u7d4c\u8def\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n1. **\u5f15\u7528\u3092\u8aad\u3080** \u2026 \u898f\u683c\u66f8\u306e\u5546\u54c1\u540d\u3068\u4f5c\u6210\u65e5\u304c\u3001\u7d44\u5408\u54e1\u306e\u8a00\u3046\u5546\u54c1\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **`status` \u3092\u898b\u3066\u4f1d\u3048\u65b9\u3092\u9078\u3076** \u2026 \u300c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u300d\u300c\u4e00\u89a7\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u300c\u898f\u683c\u66f8\u306b\u6b04\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3092\u8a00\u3044\u5206\u3051\u307e\u3059\n3. **\u5546\u54c1\u306e\u8868\u793a\u3082\u898b\u3066\u3082\u3089\u3046** \u2026 \u5c4a\u3044\u305f\u5546\u54c1\u306e\u5305\u88c5\u306e\u8868\u793a\u3092\u898b\u3066\u3082\u3089\u3046\u3088\u3046\u3001\u6bce\u56de\u6dfb\u3048\u307e\u3059\n4. **`refer` \u306f\u6298\u308a\u8fd4\u3057\u306b\u3059\u308b** \u2026 \u5546\u54c1\u90e8\u306b\u56de\u3057\u3001\u7d44\u5408\u54e1\u306b\u306f\u6298\u308a\u8fd4\u3057\u306e\u6642\u671f\u3092\u4f1d\u3048\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6d88\u8cbb\u8005\u5e81\u306f\u3001\u5bb9\u5668\u5305\u88c5\u3055\u308c\u305f\u52a0\u5de5\u98df\u54c1\u306b\u3064\u3044\u3066\u7279\u5b9a\u539f\u6750\u6599\u3092\u542b\u3080\u65e8\u306e\u8868\u793a\u3092\u7fa9\u52d9\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002**\u624b\u5143\u306b\u5c4a\u3044\u305f\u5546\u54c1\u306e\u8868\u793a\u304c\u3001\u7d44\u5408\u54e1\u306b\u3068\u3063\u3066\u3044\u3061\u3070\u3093\u78ba\u304b\u306a\u60c5\u5831\u3067\u3059\u3002**\n\n**\u5546\u54c1\u90e8\u306f\u3001\u6bce\u9031 `refer` \u306e\u4e00\u89a7\u3092\u8aad\u307f\u3001\u540c\u3058\u5546\u54c1\u3078\u306e\u7167\u4f1a\u304c\u7d9a\u304f\u3082\u306e\u3092\u56de\u7b54\u96c6\u306b\u767b\u9332\u3059\u308b\u304b\u3001\u53d6\u5f15\u5148\u306b\u898f\u683c\u66f8\u306e\u66f8\u304d\u8db3\u3057\u3092\u983c\u307f\u307e\u3059\u3002** \u904b\u7528\u3092\u59cb\u3081\u3066\u304b\u30892\u304b\u6708\u306f\u3001`answer` \u306e\u56de\u7b54\u3082\u5546\u54c1\u90e8\u304c\u5f8c\u304b\u3089\u629c\u304d\u53d6\u308a\u3067\u8aad\u307f\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7d44\u5408\u54e1\u304c\u53f7\u3084\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u899a\u3048\u3066\u3044\u306a\u3044 | \u5546\u54c1\u540d\u3067\u5019\u88dc\u3092\u51fa\u3057\u3001\u7d44\u5408\u54e1\u306b\u78ba\u304b\u3081\u3066\u304b\u3089\u9078\u3076 |\n| \u898f\u683c\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | `no_spec` \u3067\u5546\u54c1\u90e8\u3078\u3002**\u53d6\u308a\u8fbc\u307f\u6f0f\u308c\u3092\u7591\u3046** |\n| \u65b0\u65e7\u306e\u898f\u683c\u66f8\u304c\u4e21\u65b9\u5f53\u305f\u308b | \u53f7\u306e\u7bc4\u56f2\u306e\u767b\u9332\u6f0f\u308c\u3002\u65b0\u3057\u3044\u307b\u3046\u3067\u7b54\u3048\u305a `refer` |\n| \u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u306e\u8868\u304c\u5d29\u308c\u3066\u3044\u308b | \u5f15\u7528\u304c\u8868\u306e\u884c\u3068\u5408\u308f\u306a\u3044\u3002`weak_support` \u3067 `refer` \u3057\u3001\u53d6\u308a\u8fbc\u307f\u3092\u76f4\u3059 |\n| \u56de\u7b54\u306b\u300c\u98df\u3079\u3089\u308c\u307e\u3059\u300d\u306a\u3069\u304c\u51fa\u305f | \u8a9e\u3092\u6d88\u3057\u3001`judgement_words` \u3067\u5546\u54c1\u90e8\u3078 |\n| \u75c7\u72b6\u304c\u51fa\u305f\u3068\u3044\u3046\u96fb\u8a71 | \u691c\u7d22\u3092\u305b\u305a\u3001\u5b9a\u578b\u306e\u6848\u5185\u3068\u54c1\u8cea\u306e\u62c5\u5f53\u3078\u306e\u56de\u4ed8 |\n| \u30bb\u30c3\u30c8\u54c1\u30fb\u5bb9\u91cf\u9055\u3044\u3067\u898f\u683c\u66f8\u304c\u5206\u304b\u308c\u3066\u3044\u308b | `item_code` \u306e\u4e26\u3079\u6f0f\u308c\u3002\u30bb\u30c3\u30c8\u3092\u69cb\u6210\u3059\u308b\u5546\u54c1\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3067\u5f15\u304d\u76f4\u3059 |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3057\u305f | \u300c\u78ba\u8a8d\u3057\u3066\u6298\u308a\u8fd4\u3057\u307e\u3059\u300d\u3068\u4f1d\u3048\u3001\u5546\u54c1\u90e8\u306e\u7167\u4f1a\u3078 |\n\n**5\u884c\u76ee\u306e\u8a9e\u306e\u691c\u77e5\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\u5225\u306b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6587\u5b57\u5217\u306e\u7167\u5408\u3067\u884c\u3044\u307e\u3059\u3002** \u6700\u5f8c\u306e\u9580\u306f\u6a5f\u68b0\u306e\u7167\u5408\u306b\u7f6e\u304d\u307e\u3059\u3002","log_storage":"- \u554f\u3044\u5408\u308f\u305b\u306e\u5185\u5bb9\uff084\u9805\u76ee\uff09\u3001\u5fdc\u5bfe\u62c5\u5f53\u3001\u65e5\u6642\n- \u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3068\u3001\u5f15\u3044\u305f\u898f\u683c\u66f8\u306e\u4f5c\u6210\u65e5\n- answer \u30e1\u30bd\u30c3\u30c9\u3078\u306e\u8981\u6c42\uff08`preamble` \u306e\u7248\uff09\u3068\u8fd4\u308a\u5024\u306e\u5168\u6587\n- `route` \u3068 `refer_reason`\u3001\u5546\u54c1\u90e8\u306e\u56de\u7b54\u3068\u7406\u7531\n- \u5fdc\u5bfe\u62c5\u5f53\u304c\u7d44\u5408\u54e1\u306b\u4f1d\u3048\u305f\u5185\u5bb9\uff08\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u306b\u672c\u4eba\u304c\u66f8\u304f\uff09\n\n**\u5f15\u3044\u305f\u898f\u683c\u66f8\u306e\u4f5c\u6210\u65e5\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f8c\u304b\u3089\u539f\u6750\u6599\u306e\u5909\u66f4\u304c\u5206\u304b\u3063\u305f\u3068\u304d\u306e\u305f\u3081\u3067\u3059\u3002** \u305d\u306e\u65e5\u306e\u5fdc\u5bfe\u3067\u3069\u306e\u7248\u306e\u898f\u683c\u66f8\u3092\u898b\u3066\u3044\u305f\u304b\u3092\u793a\u305b\u306a\u3044\u3068\u3001**\u5fdc\u5bfe\u306e\u8aa4\u308a\u304b\u3001\u898f\u683c\u66f8\u306e\u66f4\u65b0\u306e\u9045\u308c\u304b\u3092\u5207\u308a\u5206\u3051\u3089\u308c\u307e\u305b\u3093\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":12,"assumption_frequency":900,"assumption_workdays":20,"volume_month":900,"before_minutes_per_case":8,"after_minutes_per_case":3,"hourly_cost":2500,"before_hours_month":120,"after_hours_month":45,"saved_hours_month":75,"reduction_rate":63,"saved_hours_year":900,"annual_cost_effect":2250000,"summary":"\u7d44\u5408\u54e1\u304b\u3089\u300c\u3053\u306e\u51b7\u51cd\u30b3\u30ed\u30c3\u30b1\u306b\u5375\u306f\u5165\u3063\u3066\u3044\u308b\u304b\u300d\u300c\u4eca\u9031\u306e\u4eba\u53c2\u306e\u7523\u5730\u306f\u300d\u300c\u89e3\u51cd\u3057\u305f\u5f8c\u306f\u4f55\u65e5\u3082\u3064\u304b\u300d\u3068\u96fb\u8a71\u304c\u6765\u305f\u3068\u304d\u3001\u5fdc\u5bfe\u62c5\u5f53\u304c\u30ab\u30bf\u30ed\u30b0\u306e\u53f7\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u5165\u308c\u308b\u3068\u3001\u305d\u306e\u5546\u54c1\u306e\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u5f15\u7528\u3057\u3066\u8fd4\u3057\u307e\u3059\u3002\u8a18\u8f09\u306e\u7121\u3044\u3082\u306e\u306f\u5546\u54c1\u90e8\u3078\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u5fdc\u5bfe\u62c5\u5f53\u304c\u96fb\u8a71\u3092\u53d7\u3051\u3001\u7d44\u5408\u54e1\u304c\u898b\u3066\u3044\u308b\u30ab\u30bf\u30ed\u30b0\u306e\u53f7\u3068\u5546\u54c1\u3092\u805e\u304d\u53d6\u308b\n2. \u5546\u54c1\u30b3\u30fc\u30c9\u304b\u3089\u3001\u5546\u54c1\u90e8\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3067\u898f\u683c\u66f8\u3092\u63a2\u3059\n3. \u898f\u683c\u66f8\u306e\u8a72\u5f53\u3059\u308b\u6b04\u3092\u8aad\u3080\u3002\u7523\u5730\u306e\u8cea\u554f\u306a\u3089\u3001\u9031\u3054\u3068\u306e\u7523\u5730\u306e\u8868\u3092\u958b\u304f\n4. \u898f\u683c\u66f8\u3067\u5206\u304b\u3089\u306a\u3044\u3082\u306e\u3001\u898f\u683c\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3082\u306e\u306f\u3001\u5546\u54c1\u90e8\u306b\u7167\u4f1a\u3057\u3066\u6298\u308a\u8fd4\u3057\u306b\u3059\u308b\n5. \u7d44\u5408\u54e1\u306b\u7b54\u3048\u3001\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u306b\u5fdc\u5bfe\u306e\u8a18\u9332\u3092\u66f8\u304f\n\n**\uff08a\uff09\u898f\u683c\u66f8\u3092\u63a2\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306f\u53d6\u5f15\u5148\u3054\u3068\u3001\u5546\u54c1\u3054\u3068\u306b\u5206\u304b\u308c\u3001\u540c\u3058\u5546\u54c1\u306e\u53e4\u3044\u898f\u683c\u66f8\u3082\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002**\u3069\u308c\u304c\u3044\u307e\u5c4a\u3044\u3066\u3044\u308b\u5546\u54c1\u306e\u3082\u306e\u304b\u3092\u78ba\u304b\u3081\u308b\u306e\u306b\u30011\u4ef6\u306e\u6642\u9593\u306e\u534a\u5206\u304c\u4f7f\u308f\u308c\u307e\u3059\u3002**\n\n**\uff08b\uff09\u5546\u54c1\u90e8\u3078\u306e\u7167\u4f1a\u3067\u6298\u308a\u8fd4\u3057\u306b\u306a\u308b\u3002** \u898f\u683c\u66f8\u306b\u7121\u3044\u8cea\u554f\uff08\u88fd\u9020\u306e\u5de5\u7a0b\u3067\u306e\u6df7\u5165\u3001\u539f\u6599\u306e\u539f\u7523\u56fd\u306e\u8a73\u7d30\uff09\u306f\u5546\u54c1\u90e8\u306b\u805e\u304f\u3057\u304b\u306a\u304f\u3001**\u7d44\u5408\u54e1\u3092\u5f85\u305f\u305b\u3066\u6298\u308a\u8fd4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u5546\u54c1\u90e8\u3082\u540c\u3058\u898f\u683c\u66f8\u3092\u958b\u304f\u3053\u3068\u304c\u591a\u304f\u3001\u7167\u4f1a\u306e\u591a\u304f\u306f\u300c\u898f\u683c\u66f8\u306e\u3053\u3053\u306b\u66f8\u3044\u3066\u3042\u308a\u307e\u3059\u300d\u3067\u7d42\u308f\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u7b54\u3048\u65b9\u304c\u3070\u3089\u3064\u304f\u3002** \u300c\u5165\u3063\u3066\u3044\u307e\u305b\u3093\u300d\u3068\u8a00\u3044\u5207\u308b\u62c5\u5f53\u3001\u300c\u898f\u683c\u66f8\u306b\u306f\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u4f1d\u3048\u308b\u62c5\u5f53\u3001\u300c\u5ff5\u306e\u305f\u3081\u304a\u63a7\u3048\u304f\u3060\u3055\u3044\u300d\u3068\u8a00\u3046\u62c5\u5f53\u304c\u3044\u307e\u3059\u3002**\u540c\u3058\u5546\u54c1\u306e\u540c\u3058\u8cea\u554f\u306b\u3001\u62c5\u5f53\u306b\u3088\u3063\u3066\u9055\u3046\u7b54\u3048\u304c\u8fd4\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u53f7\u3068\u898f\u683c\u66f8\u306e\u7248\u304c\u5408\u308f\u306a\u3044\u3002** \u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u3067\u539f\u6750\u6599\u304c\u5909\u308f\u3063\u305f\u5546\u54c1\u306b\u3064\u3044\u3066\u3001\u524d\u306e\u898f\u683c\u66f8\u3067\u7b54\u3048\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u539f\u6750\u6599\u304c\u5909\u308f\u3063\u305f\u3053\u3068\u306f\u3001\u7d44\u5408\u54e1\u304c\u5546\u54c1\u306e\u8868\u793a\u3092\u898b\u3066\u6c17\u3065\u304d\u307e\u3059\u3002**","before_flow_steps":["\u5fdc\u5bfe\u62c5\u5f53\u304c\u96fb\u8a71\u3092\u53d7\u3051\u3001\u7d44\u5408\u54e1\u304c\u898b\u3066\u3044\u308b\u30ab\u30bf\u30ed\u30b0\u306e\u53f7\u3068\u5546\u54c1\u3092\u805e\u304d\u53d6\u308b","\u5546\u54c1\u30b3\u30fc\u30c9\u304b\u3089\u3001\u5546\u54c1\u90e8\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3067\u898f\u683c\u66f8\u3092\u63a2\u3059","\u898f\u683c\u66f8\u306e\u8a72\u5f53\u3059\u308b\u6b04\u3092\u8aad\u3080\u3002\u7523\u5730\u306e\u8cea\u554f\u306a\u3089\u3001\u9031\u3054\u3068\u306e\u7523\u5730\u306e\u8868\u3092\u958b\u304f","\u898f\u683c\u66f8\u3067\u5206\u304b\u3089\u306a\u3044\u3082\u306e\u3001\u898f\u683c\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3082\u306e\u306f\u3001\u5546\u54c1\u90e8\u306b\u7167\u4f1a\u3057\u3066\u6298\u308a\u8fd4\u3057\u306b\u3059\u308b","\u7d44\u5408\u54e1\u306b\u7b54\u3048\u3001\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u306b\u5fdc\u5bfe\u306e\u8a18\u9332\u3092\u66f8\u304f"],"after_flow":"1. **\u3010\u4eba\u3011** \u5fdc\u5bfe\u62c5\u5f53\u304c\u3001\u5fdc\u5bfe\u306e\u753b\u9762\u3067\u30ab\u30bf\u30ed\u30b0\u306e\u53f7\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3001\u7d44\u5408\u54e1\u306e\u8cea\u554f\u306e\u8981\u70b9\u3092\u5165\u308c\u3066\u9001\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u53f7\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u304b\u3089\u3001\u305d\u306e\u53f7\u306b\u52b9\u304f\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u3092\u7d5e\u308a\u8fbc\u3080\u6761\u4ef6\u3092\u4f5c\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u8cea\u554f\u304c\u300c\u98df\u3079\u3066\u3088\u3044\u304b\u300d\u300c\u75c7\u72b6\u304c\u51fa\u305f\u300d\u306b\u5f53\u305f\u308b\u3068\u304d\u306f\u3001\u691c\u7d22\u3092\u305b\u305a\u5b9a\u578b\u306e\u6848\u5185\u3068\u5546\u54c1\u90e8\u3078\u306e\u56de\u4ed8\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** Agent Search\uff08Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u898f\u683c\u66f8\u30fb\u7523\u5730\u306e\u8868\u30fb\u56de\u7b54\u96c6\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3001\u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u306e\u6750\u6599\u3092\u8fd4\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u56de\u7b54\u3092 `answer`\uff08\u5f15\u7528\u3067\u7b54\u3048\u3089\u308c\u308b\uff09\uff0f`refer`\uff08\u5546\u54c1\u90e8\u306e\u78ba\u8a8d\u304c\u8981\u308b\uff09\u306b\u5206\u3051\u308b\n6. **\u3010\u4eba\u3011** \u5fdc\u5bfe\u62c5\u5f53\u304c\u3001`answer` \u306e\u5f15\u7528\u3092\u8aad\u3093\u3067\u7d44\u5408\u54e1\u306b\u4f1d\u3048\u308b\u3002`refer` \u306f\u5546\u54c1\u90e8\u306b\u56de\u3057\u3001\u7d44\u5408\u54e1\u306b\u306f\u6298\u308a\u8fd4\u3057\u3092\u4f1d\u3048\u308b\n7. **\u3010\u4eba\u3011** \u5546\u54c1\u90e8\u304c `refer` \u306b\u7b54\u3048\u3001\u56de\u7b54\u3092\u56de\u7b54\u96c6\u306b\u767b\u9332\u3059\u308b\uff08\u7fcc\u6669\u306b\u53d6\u308a\u8fbc\u307e\u308c\u308b\uff09\n\n**3\u756a\u76ee\u3067\u3001\u4f53\u306e\u5177\u5408\u306b\u95a2\u308f\u308b\u8cea\u554f\u3092\u691c\u7d22\u304b\u3089\u5916\u3059\u306e\u304c\u3053\u306e\u8a2d\u8a08\u306e\u524d\u63d0\u3067\u3059\u3002** \u300c\u5b50\u3069\u3082\u304c\u5375\u306e\u30a2\u30ec\u30eb\u30ae\u30fc\u3060\u304c\u98df\u3079\u3066\u3088\u3044\u304b\u300d\u300c\u98df\u3079\u305f\u5f8c\u306b\u304b\u3086\u307f\u304c\u51fa\u305f\u300d\u306f\u3001\u898f\u683c\u66f8\u3092\u5f15\u7528\u3057\u3066\u3082\u7b54\u3048\u306b\u306a\u308a\u307e\u305b\u3093\u3002**\u524d\u8005\u306f\u4e3b\u6cbb\u533b\u306b\u3001\u5f8c\u8005\u306f\u5546\u54c1\u90e8\u306e\u54c1\u8cea\u306e\u62c5\u5f53\u3068\u3001\u5fc5\u8981\u306a\u3089\u533b\u7642\u6a5f\u95a2\u306b\u56de\u3059\u8a71\u3067\u3059\u3002** \u5b9a\u578b\u306e\u6848\u5185\u3092\u51fa\u3057\u3001\u5546\u54c1\u90e8\u3078\u56de\u3057\u307e\u3059\u3002\n\n**6\u756a\u76ee\u3067\u3001\u5fdc\u5bfe\u62c5\u5f53\u304c\u5f15\u7528\u3092\u8aad\u3093\u3067\u304b\u3089\u4f1d\u3048\u308b\u5f62\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u4f1d\u3048\u65b9\u306e\u8cac\u4efb\u3092\u8077\u54e1\u306b\u7f6e\u304f\u305f\u3081\u3067\u3059\u3002** AI\u306e\u56de\u7b54\u306f\u7d44\u5408\u54e1\u306b\u76f4\u63a5\u306f\u5c4a\u304d\u307e\u305b\u3093\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u5fdc\u5bfe\u62c5\u5f53\u304c\u3001\u5fdc\u5bfe\u306e\u753b\u9762\u3067\u30ab\u30bf\u30ed\u30b0\u306e\u53f7\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3001\u7d44\u5408\u54e1\u306e\u8cea\u554f\u306e\u8981\u70b9\u3092\u5165\u308c\u3066\u9001\u308b","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u53f7\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u304b\u3089\u3001\u305d\u306e\u53f7\u306b\u52b9\u304f\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u3092\u7d5e\u308a\u8fbc\u3080\u6761\u4ef6\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u8cea\u554f\u304c\u300c\u98df\u3079\u3066\u3088\u3044\u304b\u300d\u300c\u75c7\u72b6\u304c\u51fa\u305f\u300d\u306b\u5f53\u305f\u308b\u3068\u304d\u306f\u3001\u691c\u7d22\u3092\u305b\u305a\u5b9a\u578b\u306e\u6848\u5185\u3068\u5546\u54c1\u90e8\u3078\u306e\u56de\u4ed8\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** Agent Search\uff08Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u898f\u683c\u66f8\u30fb\u7523\u5730\u306e\u8868\u30fb\u56de\u7b54\u96c6\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3001\u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u306e\u6750\u6599\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u56de\u7b54\u3092 `answer`\uff08\u5f15\u7528\u3067\u7b54\u3048\u3089\u308c\u308b\uff09\uff0f`refer`\uff08\u5546\u54c1\u90e8\u306e\u78ba\u8a8d\u304c\u8981\u308b\uff09\u306b\u5206\u3051\u308b","**\u3010\u4eba\u3011** \u5fdc\u5bfe\u62c5\u5f53\u304c\u3001`answer` \u306e\u5f15\u7528\u3092\u8aad\u3093\u3067\u7d44\u5408\u54e1\u306b\u4f1d\u3048\u308b\u3002`refer` \u306f\u5546\u54c1\u90e8\u306b\u56de\u3057\u3001\u7d44\u5408\u54e1\u306b\u306f\u6298\u308a\u8fd4\u3057\u3092\u4f1d\u3048\u308b","**\u3010\u4eba\u3011** \u5546\u54c1\u90e8\u304c `refer` \u306b\u7b54\u3048\u3001\u56de\u7b54\u3092\u56de\u7b54\u96c6\u306b\u767b\u9332\u3059\u308b\uff08\u7fcc\u6669\u306b\u53d6\u308a\u8fbc\u307e\u308c\u308b\uff09"],"architecture":"```\n\u5546\u54c1\u306e\u898f\u683c\u66f8\uff08\u53d6\u5f15\u5148\u304b\u3089\uff09  \u9031\u3054\u3068\u306e\u7523\u5730\u306e\u8868  \u30ab\u30bf\u30ed\u30b0\u306e\u5546\u54c1\u30c7\u30fc\u30bf  \u56de\u7b54\u96c6\n   \u2502  \u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u53f7\u306e\u7bc4\u56f2\u30fb\u898f\u683c\u66f8\u306e\u4f5c\u6210\u65e5\u30fb\u8cea\u554f\u306e\u7a2e\u985e\u3092\u4ed8\u3051\u308b\n   \u25bc\nCloud Storage \u2500\u2500 \u30e1\u30bf\u30c7\u30fc\u30bf\uff08JSON Lines\uff09\n   \u25bc\nAgent Search\uff08Vertex AI Search\uff09\u2500\u2500 \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff08\u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u3001\u8868\u306e\u6ce8\u91c8\uff09\n   \u2502   item_code\uff0fissue_from\uff0fissue_to\uff0fdoc_kind\uff0fspec_date\n   \u25bc\n\u5fdc\u5bfe\u306e\u753b\u9762 \u2500\u2500\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u5fdc\u5bfe\u62c5\u5f53\u306e\u9001\u4fe1\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3001Cloud Run\uff09\n   \u251c\u2500\u2500\u25b6 \u4f53\u306e\u5177\u5408\u306b\u95a2\u308f\u308b\u8cea\u554f\u306f\u5b9a\u578b\u306e\u6848\u5185\n   \u251c\u2500\u2500\u25b6 \u53f7\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u3067\u7d5e\u308a\u8fbc\u307f\n   \u251c\u2500\u2500\u25b6 answer \u30e1\u30bd\u30c3\u30c9\uff1a\u898f\u683c\u66f8\u30fb\u7523\u5730\u306e\u8868\u306e\u5f15\u7528\n   \u2514\u2500\u2500\u25b6 answer \uff0f refer \u306e\u632f\u308a\u5206\u3051\n   \u25bc\n\u5fdc\u5bfe\u306e\u753b\u9762\u3078\u8fd4\u4fe1  \uff0f  \u5546\u54c1\u90e8\u306e\u7167\u4f1a\u306e\u4e00\u89a7\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9 | Azure AI Search\u3001Amazon OpenSearch Service |\n| \u751f\u6210AI | Gemini\uff08answer \u30e1\u30bd\u30c3\u30c9\u306e\u56de\u7b54\u306e\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\uff09 | \u2500 |\n| \u9023\u643a | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3002Cloud Run \u3067\u52d5\u304b\u3057\u3001\u5fdc\u5bfe\u306e\u753b\u9762\u30fb\u691c\u7d22\u30fb\u5546\u54c1\u90e8\u306e\u7167\u4f1a\u306e\u4e00\u89a7\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u898f\u683c\u66f8\u30fb\u7523\u5730\u306e\u8868\u30fb\u56de\u7b54\u96c6\u306e\u5199\u3057\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u8a18\u9332\uff09 | \u2500 |\n\n**\u7d44\u5408\u54e1\u306e\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u3068\u30ab\u30bf\u30ed\u30b0\u306e\u30c7\u30fc\u30bf\u306b\u306f\u3001\u4f55\u3082\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u30ab\u30bf\u30ed\u30b0\u306e\u30c7\u30fc\u30bf\u304b\u3089\u306f\u3001\u53f7\u3054\u3068\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u63b2\u8f09\u306e\u671f\u9593\u3092\u8aad\u3080\u3060\u3051\u3067\u3059\u3002**\u5fdc\u5bfe\u306e\u8a18\u9332\u306f\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u5fdc\u5bfe\u62c5\u5f53\u304c\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u306b\u66f8\u304d\u307e\u3059\u3002**\n\n**\u691c\u7d22\u306e\u571f\u53f0\u306f\u3001Agent Search\uff08Vertex AI Search \u304b\u3089\u6539\u79f0\u4e2d\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u5f15\u7528\u3092\u4ed8\u3051\u308b\u8a2d\u5b9a\uff08`includeCitations`\u3001\u65e2\u5b9a\u306f\u7121\u52b9\uff09\u3001\u95a2\u4fc2\u306e\u8584\u3044\u5185\u5bb9\u3067\u7b54\u3048\u306a\u3044\u8a2d\u5b9a\uff08`ignoreLowRelevantContent`\uff09\u3001\u56de\u7b54\u306e\u4f5c\u308a\u65b9\u3092\u6307\u793a\u3059\u308b `preamble`\u3001\u524d\u306e `session` \u3092\u6e21\u3057\u3066\u3084\u308a\u53d6\u308a\u3092\u7d9a\u3051\u308b\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002**\u7d44\u5408\u54e1\u304c\u300c\u3067\u306f\u540c\u3058\u30b7\u30ea\u30fc\u30ba\u306e\u30b0\u30e9\u30bf\u30f3\u306f\u300d\u3068\u7d9a\u3051\u305f\u3068\u304d\u306b\u3001\u5fdc\u5bfe\u62c5\u5f53\u304c\u7d9a\u3051\u3066\u805e\u3051\u308b\u306e\u306f\u3001\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u307e\u3059\u3002**\n\n**\u898f\u683c\u66f8\u306e\u53d6\u308a\u8fbc\u307f\u306b\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u3068\u8868\u306e\u6ce8\u91c8\u3092\u4f7f\u3044\u307e\u3059\u3002** \u516c\u5f0f\u3067\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u306f PDF\u30fbHTML\u30fbDOCX\u30fbXLSX \u306a\u3069\u306e\u6bb5\u843d\u30fb\u8868\u30fb\u898b\u51fa\u3057\u3092\u691c\u51fa\u3057\u3001\u8868\u306e\u6ce8\u91c8\u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u8868\u3068\u305d\u306e\u8aac\u660e\u304c\u30c1\u30e3\u30f3\u30af\u306b\u4ed8\u304d\u307e\u3059\u3002\u30c1\u30e3\u30f3\u30af\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u3001`includeAncestorHeadings` \u3067\u4e0a\u4f4d\u306e\u898b\u51fa\u3057\u3092\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002**\u898f\u683c\u66f8\u306e\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u306f\u8868\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u8868\u304c\u5d29\u308c\u308b\u3068\u300c\u542b\u3080\u300d\u3068\u300c\u542b\u307e\u306a\u3044\u300d\u306e\u5217\u306e\u5bfe\u5fdc\u304c\u5931\u308f\u308c\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f\u3001\u5fdc\u5bfe\u62c5\u5f53\u304c\u5fdc\u5bfe\u306e\u753b\u9762\u3067\u9001\u4fe1\u3057\u305f\u3053\u3068\u3067\u3059\u3002** \u96fb\u8a71\u3092\u53d7\u3051\u306a\u304c\u3089\u5165\u308c\u308b\u306e\u3067\u3001\u9805\u76ee\u306f\u5c11\u306a\u304f\u3057\u307e\u3059\u3002**\u30ab\u30bf\u30ed\u30b0\u306e\u53f7\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u304c\u6b20\u3051\u308b\u3068\u3001\u3069\u306e\u898f\u683c\u66f8\u3067\u7b54\u3048\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002** \u753b\u9762\u3067\u5fc5\u9808\u306b\u3057\u307e\u3059\u3002\n\n| \u753b\u9762\u306e\u9805\u76ee | \u66f8\u304d\u65b9 | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| \u30ab\u30bf\u30ed\u30b0\u306e\u53f7 | \u53f7\u3092\u9078\u3076\uff08\u65e2\u5b9a\u306f\u4eca\u9031\u306e\u914d\u9054\u306e\u53f7\uff09 | \u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u306e\u7d5e\u308a\u8fbc\u307f |\n| \u5546\u54c1\u30b3\u30fc\u30c9 | \u30ab\u30bf\u30ed\u30b0\u306e\u5546\u54c1\u756a\u53f7 | \u7d5e\u308a\u8fbc\u307f |\n| \u8cea\u554f\u306e\u7a2e\u985e | \u539f\u6750\u6599\uff0f\u30a2\u30ec\u30eb\u30b2\u30f3\uff0f\u7523\u5730\uff0f\u4fdd\u5b58\u30fb\u8abf\u7406\uff0f\u8cde\u5473\u671f\u9650\uff0f\u4f53\u306e\u5177\u5408\u30fb\u98df\u3079\u3066\u3088\u3044\u304b\uff0f\u305d\u306e\u4ed6 | \u632f\u308a\u5206\u3051\u3001\u5b9a\u578b\u306e\u6848\u5185 |\n| \u8cea\u554f\u306e\u8981\u70b9 | \u81ea\u7531\u8a18\u8ff0\uff08\u7d44\u5408\u54e1\u306e\u8a00\u8449\u306e\u8981\u70b9\uff09 | \u691c\u7d22\u306e\u8cea\u554f\u6587 |\n\n**\u300c\u4f53\u306e\u5177\u5408\u30fb\u98df\u3079\u3066\u3088\u3044\u304b\u300d\u3092\u9078\u3093\u3060\u3089\u3001\u691c\u7d22\u3092\u305b\u305a\u5b9a\u578b\u306e\u6848\u5185\u304c\u51fa\u307e\u3059\u3002** \u300c\u898f\u683c\u66f8\u306e\u8a18\u8f09\u306f\u304a\u4f1d\u3048\u3067\u304d\u307e\u3059\u304c\u3001\u304a\u53ec\u3057\u4e0a\u304c\u308a\u3044\u305f\u3060\u3051\u308b\u304b\u306f\u4e3b\u6cbb\u533b\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u300d\u3068\u3001\u75c7\u72b6\u304c\u51fa\u3066\u3044\u308b\u5834\u5408\u306e\u54c1\u8cea\u306e\u62c5\u5f53\u3078\u306e\u56de\u4ed8\u306e\u624b\u9806\u3067\u3059\u3002**\u8981\u70b9\u306e\u6b04\u306b\u300c\u304b\u3086\u307f\u300d\u300c\u3058\u3093\u307e\u3057\u3093\u300d\u300c\u98df\u3079\u305f\u5f8c\u300d\u306a\u3069\u306e\u8a9e\u304c\u3042\u308b\u3068\u304d\u3082\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u540c\u3058\u6271\u3044\u306b\u3057\u307e\u3059\u3002**\n\n**\u3082\u3046\u4e00\u3064\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u306e\u66f4\u65b0\u3067\u3059\u3002** \u5546\u54c1\u90e8\u304c\u65b0\u3057\u3044\u53f7\u306e\u7523\u5730\u306e\u8868\u3068\u3001\u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u3057\u305f\u5546\u54c1\u306e\u898f\u683c\u66f8\u3092\u7f6e\u304d\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u53f7\u306e\u7bc4\u56f2\u3092\u66f8\u304d\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u307f\u306f\u6bce\u6669\u307e\u3068\u3081\u3066\u884c\u3044\u3001\u30ab\u30bf\u30ed\u30b0\u306e\u914d\u5e03\u3088\u308a\u524d\u306b\u65b0\u3057\u3044\u53f7\u304c\u691c\u7d22\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b | \u753b\u9762\u306e4\u9805\u76ee\u3068\u3001\u5fdc\u5bfe\u62c5\u5f53 | \u5fdc\u5bfe\u306e\u753b\u9762 |\n| \u5546\u54c1\u306e\u898f\u683c\u66f8 | \u539f\u6750\u6599\u3001\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u3001\u88fd\u9020\u306e\u5de5\u7a0b\u3067\u306e\u6df7\u5165\u306e\u6ce8\u610f\u3001\u4fdd\u5b58\u306e\u65b9\u6cd5\u3001\u8cde\u5473\u671f\u9650\u3001\u88fd\u9020\u6240 | \u5546\u54c1\u90e8\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08\u53d6\u5f15\u5148\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u3082\u306e\uff09 |\n| \u7523\u5730\u306e\u8868 | \u53f7\u3054\u3068\u30fb\u5546\u54c1\u3054\u3068\u306e\u7523\u5730\uff08\u8907\u6570\u306e\u7523\u5730\u306e\u5019\u88dc\u3092\u542b\u3080\uff09 | \u5546\u54c1\u90e8\u304c\u9031\u3054\u3068\u306b\u4f5c\u308b\u8868 |\n| \u30ab\u30bf\u30ed\u30b0\u306e\u5546\u54c1\u30c7\u30fc\u30bf | \u53f7\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u5546\u54c1\u540d\u3001\u63b2\u8f09\u306e\u671f\u9593 | \u30ab\u30bf\u30ed\u30b0\u306e\u30c7\u30fc\u30bf |\n| \u56de\u7b54\u96c6 | \u904e\u53bb\u306e\u7167\u4f1a\u306e\u8981\u65e8\u3001\u5546\u54c1\u90e8\u306e\u56de\u7b54\u3001\u6839\u62e0\u3001\u7b54\u3048\u305f\u65e5 | \u5546\u54c1\u90e8\u306e\u7167\u4f1a\u306e\u4e00\u89a7\u304b\u3089\u4f5c\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u898f\u683c\u66f8\u306b\u4ed8\u3051\u308b\u300c\u3069\u306e\u53f7\u304b\u3089\u52b9\u304f\u304b\u300d\u3067\u3059\u3002** \u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u306e\u898f\u683c\u66f8\u304c\u5c4a\u3044\u305f\u3089\u3001\u3069\u306e\u53f7\u306e\u914d\u9054\u304b\u3089\u65b0\u3057\u3044\u898f\u683c\u306e\u5546\u54c1\u304c\u5c4a\u304f\u304b\u3092\u5546\u54c1\u90e8\u304c\u66f8\u304d\u307e\u3059\u3002**\u3053\u308c\u3092\u66f8\u304b\u306a\u3044\u3068\u3001\u65b0\u65e7\u306e\u898f\u683c\u66f8\u304c\u540c\u3058\u91cd\u3055\u3067\u5f15\u304b\u308c\u307e\u3059\u3002**\n\n**\u898f\u683c\u66f8\u306e\u4f5c\u6210\u65e5\u3082\u6301\u305f\u305b\u307e\u3059\u3002** \u6d88\u8cbb\u8005\u5e81\u306f2026\u5e744\u67081\u65e5\u306b\u3001\u7279\u5b9a\u539f\u6750\u6599\u306b\u30ab\u30b7\u30e5\u30fc\u30ca\u30c3\u30c4\u3092\u8ffd\u52a0\u3057\u3066\u3044\u307e\u3059\u3002**\u305d\u308c\u3088\u308a\u524d\u306b\u4f5c\u3089\u308c\u305f\u898f\u683c\u66f8\u3067\u306f\u3001\u30ab\u30b7\u30e5\u30fc\u30ca\u30c3\u30c4\u304c\u7279\u5b9a\u539f\u6750\u6599\u3068\u3057\u3066\u3067\u306f\u306a\u304f\u3001\u5225\u306e\u6b04\u306b\u66f8\u304b\u308c\u3066\u3044\u305f\u308a\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u4f5c\u6210\u65e5\u3092\u898b\u3066\u3001\u53e4\u3044\u898f\u683c\u66f8\u3067\u7279\u5b9a\u539f\u6750\u6599\u3092\u7b54\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u898f\u683c\u66f8\u306f\u5546\u54c1\u3054\u3068\u306b1\u30d5\u30a1\u30a4\u30eb\u3001\u7523\u5730\u306e\u8868\u306f\u53f7\u3054\u3068\u30fb\u5546\u54c1\u3054\u3068\u306b1\u884c\u30921\u6587\u66f8\u306b\u3057\u3066 Cloud Storage \u306b\u7f6e\u304d\u307e\u3059\u3002\u516c\u5f0f\u3067\u306f\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f TXT\u30fbJSON\u30fbMarkdown\u30fbPDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \u306b\u5bfe\u5fdc\u3057\u30011\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u9650\u306f200MB\u3067\u3059\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines \u3067\u30011\u884c\u3054\u3068\u306b `id`\u3001`structData`\u3001`content`\uff08`mimeType` \u3068 `uri`\uff09\u3092\u66f8\u304d\u307e\u3059\u3002\n\n```\n{\"id\":\"spec-123456-2026a\",\"structData\":{\"doc_kind\":\"spec\",\n \"item_code\":[\"123456\"],\"issue_from\":202614,\"issue_to\":999999,\n \"spec_date\":\"2026-05-20T00:00:00Z\",\"topic\":[\"ingredients\",\"allergen\",\"storage\"]},\n \"content\":{\"mimeType\":\"application\/pdf\",\"uri\":\"gs:\/\/coop-spec\/123456-2026a.pdf\"}}\n```\n\n| \u9805\u76ee | \u4e2d\u8eab | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| `doc_kind` | \u898f\u683c\u66f8\uff0f\u7523\u5730\u306e\u8868\uff0f\u56de\u7b54 | \u632f\u308a\u5206\u3051\u306e\u898f\u5247\u3001\u8868\u793a |\n| `item_code` | \u5546\u54c1\u30b3\u30fc\u30c9 | \u7d5e\u308a\u8fbc\u307f |\n| `issue_from`\uff0f`issue_to` | \u52b9\u304f\u53f7\u306e\u7bc4\u56f2\uff08\u5e74\u3068\u53f7\u306e\u6570\u5b57\uff09 | \u7d44\u5408\u54e1\u304c\u898b\u3066\u3044\u308b\u53f7\u3067\u7248\u3092\u9078\u3076 |\n| `spec_date` | \u898f\u683c\u66f8\u306e\u4f5c\u6210\u65e5 | \u53e4\u3044\u898f\u683c\u66f8\u306e\u691c\u77e5 |\n| `topic` | \u539f\u6750\u6599\u3001\u30a2\u30ec\u30eb\u30b2\u30f3\u3001\u7523\u5730\u3001\u4fdd\u5b58\u306a\u3069 | \u7d5e\u308a\u8fbc\u307f |\n\n**\u554f\u3044\u5408\u308f\u305b\u306e\u305f\u3073\u306b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3092\u4f5c\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306e\u69cb\u6587\u3067\u306f\u3001\u6587\u5b57\u306e\u9805\u76ee\u306f `ANY()` \u306b\u4e26\u3079\u305f\u5024\u306e\u3069\u308c\u304b\u3068\u5b8c\u5168\u306b\u4e00\u81f4\u3059\u308b\u304b\u3092\u898b\u3089\u308c\u3001\u6570\u306e\u9805\u76ee\u306f\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u3067\u6bd4\u3079\u3089\u308c\u307e\u3059\u3002\u9805\u76ee\u306f\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304b\u306a\u3044\u3068\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u307e\u305b\u3093\u3002\n\n```\nitem_code: ANY(\"123456\") AND issue_from <= 202642 AND issue_to >= 202642\n```\n\n**\u53f7\u306f\u3001\u5e74\u3068\u53f7\u306e\u6570\u5b57\u3092\u3064\u306a\u3044\u3060\u6570\uff082026\u5e7442\u53f7\u306a\u3089202642\uff09\u3067\u6301\u3061\u307e\u3059\u3002** \u65e5\u4ed8\u3067\u6301\u3064\u3068\u3001\u914d\u9054\u306e\u66dc\u65e5\u306b\u3088\u3063\u3066\u540c\u3058\u53f7\u306e\u65e5\u4ed8\u304c\u305a\u308c\u3001\u5883\u76ee\u306e\u9031\u3067\u524d\u306e\u898f\u683c\u66f8\u304c\u5f15\u304b\u308c\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u898f\u683c\u66f8\u306e\u5bfe\u8c61\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u66f8\u304d\u51fa\u3059** \u2026 1\u3064\u306e\u898f\u683c\u66f8\u304c\u8907\u6570\u306e\u5546\u54c1\u30b3\u30fc\u30c9\uff08\u5bb9\u91cf\u9055\u3044\u30fb\u30bb\u30c3\u30c8\u54c1\uff09\u306b\u5f53\u305f\u308b\u3068\u304d\u306f\u3001\u3059\u3079\u3066\u3092 `item_code` \u306b\u4e26\u3079\u307e\u3059\n2. **\u52b9\u304f\u53f7\u306e\u7bc4\u56f2\u3092\u4ed8\u3051\u308b** \u2026 \u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u306e\u898f\u683c\u66f8\u306f\u3001\u65b0\u3057\u3044\u898f\u683c\u306e\u5546\u54c1\u304c\u5c4a\u304f\u6700\u521d\u306e\u53f7\u3092\u5546\u54c1\u90e8\u304c\u66f8\u304d\u3001\u524d\u306e\u898f\u683c\u66f8\u306e\u7d42\u308f\u308a\u306e\u53f7\u3092\u66f8\u304d\u307e\u3059\n3. **\u7523\u5730\u306e\u8868\u3092\u53f7\u3054\u3068\u30fb\u5546\u54c1\u3054\u3068\u306e\u6587\u66f8\u306b\u3059\u308b** \u2026 \u300cA\u770c\u307e\u305f\u306fB\u770c\u300d\u306e\u3088\u3046\u306b\u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3068\u304d\u306f\u3001\u305d\u306e\u307e\u307e\u66f8\u304d\u3001\u3069\u3061\u3089\u304c\u5c4a\u304f\u304b\u306f\u66f8\u304d\u8db3\u3057\u307e\u305b\u3093\n4. **\u898f\u683c\u66f8\u306e\u8868\u3092\u78ba\u304b\u3081\u308b** \u2026 \u8868\u8a08\u7b97\u3067\u4f5c\u3089\u308c\u305f\u898f\u683c\u66f8\u306f\u3001\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u306e\u8868\u304c\u53d6\u308a\u8fbc\u307f\u3067\u5d29\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u3001\u5546\u54c1\u306e\u8ffd\u52a0\u306e\u305f\u3073\u306b\u6570\u4ef6\u898b\u307e\u3059\n5. **\u56de\u7b54\u96c6\u3092\u6574\u3048\u308b** \u2026 \u5546\u54c1\u90e8\u306e\u904e\u53bb\u306e\u56de\u7b54\u3092\u3001\u6839\u62e0\u3092\u78ba\u304b\u3081\u30661\u4ef6\u305a\u3064\u6587\u66f8\u306b\u3057\u307e\u3059\u3002\u7d44\u5408\u54e1\u306e\u540d\u524d\u3068\u7d44\u5408\u54e1\u756a\u53f7\u306f\u5916\u3057\u307e\u3059\n6. **\u8cea\u554f\u306e\u8981\u70b9\u304b\u3089\u500b\u4eba\u306e\u60c5\u5831\u3092\u5916\u3059** \u2026 \u7d44\u5408\u54e1\u306e\u540d\u524d\u3001\u7d44\u5408\u54e1\u756a\u53f7\u3001\u5bb6\u65cf\u306e\u75c5\u540d\u304c\u66f8\u304b\u308c\u3066\u3044\u305f\u3089\u3001\u691c\u7d22\u306e\u8cea\u554f\u6587\u304b\u3089\u5916\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3067\u3001\u3069\u3061\u3089\u306e\u7523\u5730\u304c\u5c4a\u304f\u304b\u3092\u66f8\u304d\u8db3\u3055\u306a\u3044\u306e\u306f\u3001\u77e5\u308a\u5f97\u306a\u3044\u3053\u3068\u3060\u304b\u3089\u3067\u3059\u3002** \u7523\u5730\u306e\u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u5546\u54c1\u306f\u3001\u914d\u9054\u306e\u9031\u306e\u51fa\u8377\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002**AI\u304c\u7247\u65b9\u3092\u9078\u3093\u3067\u7b54\u3048\u306a\u3044\u3088\u3046\u3001\u5019\u88dc\u3092\u305d\u306e\u307e\u307e\u4f1d\u3048\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u7d44\u5408\u54e1\u304c\u898b\u3066\u3044\u308b\u53f7\u306e\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3001\u5f15\u7528\u3057\u3066\u56de\u7b54\u306e\u6750\u6599\u3092\u4e26\u3079\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3059 | \u898f\u683c\u66f8\u306e\u539f\u6750\u6599\u30fb\u30a2\u30ec\u30eb\u30b2\u30f3\u30fb\u6df7\u5165\u306e\u6ce8\u610f\u30fb\u4fdd\u5b58\u306e\u6b04\u3001\u7523\u5730\u306e\u8868 |\n| \u7b87\u6240\u3092\u5f15\u7528\u3059\u308b | \u898f\u683c\u66f8\u306e\u5546\u54c1\u540d\u3001\u4f5c\u6210\u65e5\u3001\u6b04\u306e\u540d\u524d\u3001\u672c\u6587\u3092\u305d\u306e\u307e\u307e |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u793a\u3059 | \u8a72\u5f53\u3059\u308b\u6b04\u304c\u7121\u3044\u3001\u307e\u305f\u306f\u6b04\u304c\u7a7a\u3067\u3042\u308b\u3053\u3068 |\n| \u4f1d\u3048\u65b9\u306e\u6750\u6599\u3092\u4e26\u3079\u308b | \u5fdc\u5bfe\u62c5\u5f53\u304c\u7d44\u5408\u54e1\u306b\u4f1d\u3048\u308b\u9806\uff08\u8a18\u8f09\u306e\u5185\u5bb9\u3001\u8a18\u8f09\u304c\u7121\u3044\u3053\u3068\u3001\u5546\u54c1\u306e\u8868\u793a\u3082\u898b\u3066\u307b\u3057\u3044\u3053\u3068\uff09 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u98df\u3079\u3066\u3088\u3044\u304b\u30fb\u63a7\u3048\u305f\u307b\u3046\u304c\u3088\u3044\u304b\u306e\u5224\u65ad | \u4e3b\u6cbb\u533b\u306e\u5224\u65ad\u3002\u898f\u683c\u66f8\u306e\u8a18\u8f09\u3060\u3051\u3092\u4f1d\u3048\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6df7\u5165\u306e\u6709\u7121\u3092\u63a8\u3057\u91cf\u308b | \u88fd\u9020\u306e\u5de5\u7a0b\u3092\u77e5\u3063\u3066\u3044\u308b\u306e\u306f\u53d6\u5f15\u5148\u3068\u5546\u54c1\u90e8 |\n| \u7523\u5730\u306e\u5019\u88dc\u304b\u30891\u3064\u3092\u9078\u3076 | \u3069\u3061\u3089\u304c\u5c4a\u304f\u304b\u306f\u51fa\u8377\u3067\u6c7a\u307e\u308b |\n| \u539f\u6750\u6599\u306e\u540d\u524d\u304b\u3089\u30a2\u30ec\u30eb\u30b2\u30f3\u3092\u63a8\u3057\u91cf\u308b | \u300c\u4e73\u5316\u5264\u300d\u304b\u3089\u4e73\u3092\u63a8\u3059\u306a\u3069\u3002\u898f\u683c\u66f8\u306e\u4e00\u89a7\u3060\u3051\u3092\u6839\u62e0\u306b\u3059\u308b |\n| \u5225\u306e\u53f7\u30fb\u5225\u306e\u5546\u54c1\u306e\u898f\u683c\u66f8\u3067\u7b54\u3048\u308b | \u539f\u6750\u6599\u3068\u7523\u5730\u304c\u9055\u3046 |\n\n**4\u3064\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u8aa4\u308a\u3067\u3059\u3002** \u898f\u683c\u66f8\u306e\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u306b\u7121\u3044\u539f\u6750\u6599\u3092\u898b\u3066\u3001AI\u306f\u300c\u4e73\u5316\u5264\u306f\u5927\u8c46\u7531\u6765\u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u300d\u3068\u4e00\u822c\u8ad6\u3092\u66f8\u304d\u307e\u3059\u3002**\u305d\u308c\u304c\u5f53\u305f\u3063\u3066\u3044\u3066\u3082\u5916\u308c\u3066\u3044\u3066\u3082\u3001\u898f\u683c\u66f8\u306b\u7121\u3044\u3053\u3068\u3092\u5fdc\u5bfe\u62c5\u5f53\u304c\u4f1d\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u4e00\u89a7\u306b\u7121\u3044\u3053\u3068\u304c\u6c17\u306b\u306a\u308b\u306a\u3089\u3001\u5546\u54c1\u90e8\u306b\u56de\u3057\u3066\u53d6\u5f15\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u7b87\u6240\u306b\u51fa\u5178\u3092\u4ed8\u3051\u308b\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09 |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u4fc2\u306e\u8584\u3044\u898f\u683c\u66f8\u3067\u7b54\u3048\u306a\u3044 |\n| `filter` | \u5546\u54c1\u30b3\u30fc\u30c9\u3001\u53f7\u306e\u7bc4\u56f2 | \u7d44\u5408\u54e1\u304c\u898b\u3066\u3044\u308b\u53f7\u306e\u5546\u54c1\u3060\u3051\u3092\u5f15\u304f |\n| `includeGroundingSupports` | \u6709\u52b9 | \u6587\u3054\u3068\u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\uff080\u301c1\uff09\u3092\u53d7\u3051\u53d6\u308b |\n| `session` | \u540c\u3058\u96fb\u8a71\u306e\u7d9a\u304d | \u7d9a\u3051\u3066\u306e\u8cea\u554f\u306b\u524d\u306e\u3084\u308a\u53d6\u308a\u3092\u4f7f\u3046 |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nanswer \u30e1\u30bd\u30c3\u30c9\u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u53f7\u30fb\u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u8cea\u554f\u306e\u7a2e\u985e\u3092\u691c\u7d22\u306e\u6587\u306e\u5148\u982d\u306b\u4ed8\u3051\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u751f\u5354\u306e\u5546\u54c1\u90e8\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u5b85\u914d\u30bb\u30f3\u30bf\u30fc\u306e\u5fdc\u5bfe\u62c5\u5f53\u304b\u3089\n\u306e\u5546\u54c1\u306e\u4e2d\u8eab\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u3001\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u3092\u6839\u62e0\u306b\u56de\u7b54\u306e\n\u6750\u6599\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\u8aad\u3080\u306e\u306f\u3001\u96fb\u8a71\u3067\u7d44\u5408\u54e1\u3068\u8a71\u3057\u3066\u3044\u308b\u8077\u54e1\u3067\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u30ab\u30bf\u30ed\u30b0\u306e\u53f7\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8cea\u554f\u306e\u7a2e\u985e\u304c\u4e26\u3093\u3067\n\u3044\u307e\u3059\u3002\u691c\u7d22\u306e\u5bfe\u8c61\u306f\u3001\u305d\u306e\u53f7\u306b\u5c4a\u304f\u5546\u54c1\u306e\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u3060\u3051\u3067\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u898f\u683c\u66f8\u306e\u5546\u54c1\u540d\u3068\u4f5c\u6210\u65e5\u3092\u66f8\u304f\n2. \u8cea\u554f\u306b\u5f53\u305f\u308b\u6b04\u3092\u3001\u6b04\u306e\u540d\u524d\u3092\u4ed8\u3051\u3066\u672c\u6587\u306e\u307e\u307e\u5f15\u7528\u3059\u308b\n3. \u8a72\u5f53\u3059\u308b\u6b04\u304c\u7121\u3044\u3001\u307e\u305f\u306f\u7a7a\u306e\u3068\u304d\u306f\u300c\u898f\u683c\u66f8\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304f\n4. \u6700\u5f8c\u306b\u3001\u7d44\u5408\u54e1\u306b\u4f1d\u3048\u308b\u9806\u30923\u884c\u4ee5\u5185\u3067\u66f8\u304f\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u898f\u683c\u66f8\u3001\u5225\u306e\u53f7\u30fb\u5225\u306e\u5546\u54c1\u306e\u898f\u683c\u66f8\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30a2\u30ec\u30eb\u30b2\u30f3\u306f\u3001\u898f\u683c\u66f8\u306e\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u3068\u6df7\u5165\u306e\u6ce8\u610f\u306e\u6b04\u3060\u3051\u3092\n  \u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u539f\u6750\u6599\u306e\u540d\u524d\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u300d\u3068\u66f8\u3051\u308b\u306e\u306f\u3001\u898f\u683c\u66f8\u306b\u305d\u3046\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304d\u3060\u3051\u3067\u3059\u3002\n  \u4e00\u89a7\u306b\u7121\u3044\u3060\u3051\u306e\u3068\u304d\u306f\u300c\u4e00\u89a7\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u98df\u3079\u3066\u3088\u3044\u304b\u3001\u63a7\u3048\u305f\u307b\u3046\u304c\u3088\u3044\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u88fd\u9020\u306e\u5de5\u7a0b\u3067\u306e\u6df7\u5165\u306b\u3064\u3044\u3066\u898f\u683c\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u6df7\u5165\u306e\u6ce8\u610f\u306e\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u5546\u54c1\u90e8\u304c\u78ba\u8a8d\u3057\u307e\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7523\u5730\u306e\u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3068\u304d\u306f\u3001\u3059\u3079\u3066\u3092\u66f8\u304d\u30011\u3064\u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4e00\u822c\u7684\u306a\u98df\u54c1\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u898f\u683c\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u898f\u683c\u66f8\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u5546\u54c1\u90e8\u304c\u78ba\u8a8d\u3057\u307e\u3059\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u300d\u3068\u300c\u4e00\u89a7\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3092\u66f8\u304d\u5206\u3051\u3055\u305b\u308b\u306e\u304c\u3001\u3053\u306e\u6307\u793a\u306e\u8981\u3067\u3059\u3002** \u7d44\u5408\u54e1\u306b\u3068\u3063\u3066\u306f\u540c\u3058\u306b\u805e\u3053\u3048\u307e\u3059\u304c\u3001\u524d\u8005\u306f\u53d6\u5f15\u5148\u304c\u542b\u307e\u306a\u3044\u3068\u66f8\u3044\u305f\u3053\u3068\u3001\u5f8c\u8005\u306f\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3060\u3051\u306e\u3053\u3068\u3067\u3059\u3002**\u5fdc\u5bfe\u62c5\u5f53\u304c\u3053\u306e\u9055\u3044\u3092\u77e5\u3063\u3066\u4f1d\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u3001\u6587\u9762\u306e\u6bb5\u968e\u3067\u5206\u3051\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8fd4\u308a\u5024\u3068\u30ab\u30bf\u30ed\u30b0\u306e\u60c5\u5831\u3092\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u307e\u3068\u3081\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_id\": \"\",\n  \"issue_no\": 202642,\n  \"item_code\": \"\",\n  \"item_name\": \"\",\n  \"question_type\": \"ingredients | allergen | origin | storage | best_before | health | other\",\n  \"spec\": { \"title\": \"\", \"spec_date\": \"\", \"uri\": \"\" },\n  \"findings\": [\n    { \"field\": \"\", \"status\": \"stated | not_listed | field_missing\",\n      \"quote\": \"\", \"uri\": \"\" }\n  ],\n  \"origins\": [],\n  \"talk_points\": [],\n  \"route\": \"answer | refer\",\n  \"refer_reason\": []\n}\n```\n\n`findings` \u306e\u5f15\u7528\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e `references` \u304b\u3089\u53d6\u308a\u307e\u3059\u3002**\u5f15\u7528\u306e\u4f4d\u7f6e\uff08`startIndex`\uff0f`endIndex`\uff09\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570**\u306a\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u6587\u3092\u6587\u5b57\u6570\u3067\u5207\u308b\u3068\u305a\u308c\u307e\u3059\u3002`status` \u306f\u3001\u898f\u683c\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\uff08`stated`\uff09\u3001\u4e00\u89a7\u306b\u3042\u308b\u304c\u8cea\u554f\u306e\u54c1\u76ee\u304c\u7121\u3044\uff08`not_listed`\uff09\u3001\u8a72\u5f53\u3059\u308b\u6b04\u305d\u306e\u3082\u306e\u304c\u7121\u3044\uff08`field_missing`\uff09\u3092\u5206\u3051\u307e\u3059\u3002\n\n**`route` \u306f\u6b21\u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n| `refer_reason` | \u7acb\u3066\u308b\u6761\u4ef6 |\n|:--|:--|\n| `health` | \u8cea\u554f\u306e\u7a2e\u985e\u304c\u4f53\u306e\u5177\u5408\u3001\u307e\u305f\u306f\u8981\u70b9\u306b\u75c7\u72b6\u306e\u8a9e\u304c\u3042\u308b |\n| `contamination_unknown` | \u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u8cea\u554f\u3067\u3001\u6df7\u5165\u306e\u6ce8\u610f\u306e\u6b04\u304c\u7121\u3044 |\n| `old_spec` | \u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u8cea\u554f\u3067\u3001\u898f\u683c\u66f8\u306e\u4f5c\u6210\u65e5\u304c\u7279\u5b9a\u539f\u6750\u6599\u306e\u8ffd\u52a0\uff082026-04-01\uff09\u3088\u308a\u524d |\n| `field_missing` | \u8cea\u554f\u306b\u5f53\u305f\u308b\u6b04\u304c\u898f\u683c\u66f8\u306b\u7121\u3044 |\n| `no_spec` | \u898f\u683c\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001\u307e\u305f\u306f `answerSkippedReasons` \u304c\u8fd4\u3063\u305f |\n| `judgement_words` | \u56de\u7b54\u306b\u300c\u98df\u3079\u3089\u308c\u307e\u3059\u300d\u300c\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u300d\u300c\u63a7\u3048\u3066\u300d\u306a\u3069\u306e\u8a9e\u304c\u3042\u308b |\n| `weak_support` | \u6839\u62e0\u306e\u30b9\u30b3\u30a2\u304c\u4f4e\u3044\u6587\u304c\u3042\u308b |\n\n**\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u3082\u306e\u3060\u3051\u304c `answer` \u3067\u3059\u3002** `old_spec` \u306f\u3001\u30ab\u30b7\u30e5\u30fc\u30ca\u30c3\u30c4\u306b\u9650\u3089\u305a\u3001\u53e4\u3044\u898f\u683c\u66f8\u306e\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u304c\u3044\u307e\u306e\u7279\u5b9a\u539f\u6750\u6599\u306e\u7bc4\u56f2\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u5546\u54c1\u90e8\u304c\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u5370\u3067\u3059\u3002**\u898f\u683c\u66f8\u306e\u66f4\u65b0\u3092\u53d6\u5f15\u5148\u306b\u983c\u3080\u304d\u3063\u304b\u3051\u306b\u3082\u306a\u308a\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5fdc\u5bfe\u306e\u753b\u9762 | \u753b\u9762\u304b\u3089\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u547c\u3076 | 4\u9805\u76ee\u3092\u53d7\u3051\u53d6\u308a\u3001\u56de\u7b54\u306e\u6750\u6599\u3092\u8fd4\u3059 |\n| \u30ab\u30bf\u30ed\u30b0\u306e\u30c7\u30fc\u30bf | \u8aad\u307f\u51fa\u3057 | \u53f7\u3054\u3068\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u5546\u54c1\u540d\u3092\u5f15\u304f |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9 | \u898f\u683c\u66f8\u30fb\u7523\u5730\u306e\u8868\u306e\u5f15\u7528 |\n| \u5546\u54c1\u90e8\u306e\u7167\u4f1a\u306e\u4e00\u89a7 | 1\u884c\u8db3\u3059 | `refer` \u3092\u56de\u3059 |\n| \u56de\u7b54\u96c6 | \u5546\u54c1\u90e8\u304c\u56de\u7b54\u3092\u767b\u9332 | \u7fcc\u6669\u306b\u53d6\u308a\u8fbc\u3080 |\n\n**\u7167\u4f1a\u306e1\u884c\u306b\u306f\u3001\u53f7\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8cea\u554f\u306e\u8981\u70b9\u3001\u5f15\u7528\u3001`refer_reason` \u3092\u4ed8\u3051\u307e\u3059\u3002** \u5546\u54c1\u90e8\u306f\u3001\u898f\u683c\u66f8\u3092\u63a2\u3059\u3068\u3053\u308d\u304b\u3089\u3067\u306f\u306a\u304f\u3001\u53d6\u5f15\u5148\u306b\u4f55\u3092\u78ba\u304b\u3081\u308b\u304b\u3092\u6c7a\u3081\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3089\u308c\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u7d44\u5408\u54e1\u306b\u4f1d\u3048\u308b\u306e\u306f\u3001\u3044\u3064\u3082\u5fdc\u5bfe\u62c5\u5f53\u3067\u3059\u3002** AI\u306e\u56de\u7b54\u304c\u7d44\u5408\u54e1\u306b\u76f4\u63a5\u5c4a\u304f\u7d4c\u8def\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n1. **\u5f15\u7528\u3092\u8aad\u3080** \u2026 \u898f\u683c\u66f8\u306e\u5546\u54c1\u540d\u3068\u4f5c\u6210\u65e5\u304c\u3001\u7d44\u5408\u54e1\u306e\u8a00\u3046\u5546\u54c1\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **`status` \u3092\u898b\u3066\u4f1d\u3048\u65b9\u3092\u9078\u3076** \u2026 \u300c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u300d\u300c\u4e00\u89a7\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u300c\u898f\u683c\u66f8\u306b\u6b04\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3092\u8a00\u3044\u5206\u3051\u307e\u3059\n3. **\u5546\u54c1\u306e\u8868\u793a\u3082\u898b\u3066\u3082\u3089\u3046** \u2026 \u5c4a\u3044\u305f\u5546\u54c1\u306e\u5305\u88c5\u306e\u8868\u793a\u3092\u898b\u3066\u3082\u3089\u3046\u3088\u3046\u3001\u6bce\u56de\u6dfb\u3048\u307e\u3059\n4. **`refer` \u306f\u6298\u308a\u8fd4\u3057\u306b\u3059\u308b** \u2026 \u5546\u54c1\u90e8\u306b\u56de\u3057\u3001\u7d44\u5408\u54e1\u306b\u306f\u6298\u308a\u8fd4\u3057\u306e\u6642\u671f\u3092\u4f1d\u3048\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6d88\u8cbb\u8005\u5e81\u306f\u3001\u5bb9\u5668\u5305\u88c5\u3055\u308c\u305f\u52a0\u5de5\u98df\u54c1\u306b\u3064\u3044\u3066\u7279\u5b9a\u539f\u6750\u6599\u3092\u542b\u3080\u65e8\u306e\u8868\u793a\u3092\u7fa9\u52d9\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002**\u624b\u5143\u306b\u5c4a\u3044\u305f\u5546\u54c1\u306e\u8868\u793a\u304c\u3001\u7d44\u5408\u54e1\u306b\u3068\u3063\u3066\u3044\u3061\u3070\u3093\u78ba\u304b\u306a\u60c5\u5831\u3067\u3059\u3002**\n\n**\u5546\u54c1\u90e8\u306f\u3001\u6bce\u9031 `refer` \u306e\u4e00\u89a7\u3092\u8aad\u307f\u3001\u540c\u3058\u5546\u54c1\u3078\u306e\u7167\u4f1a\u304c\u7d9a\u304f\u3082\u306e\u3092\u56de\u7b54\u96c6\u306b\u767b\u9332\u3059\u308b\u304b\u3001\u53d6\u5f15\u5148\u306b\u898f\u683c\u66f8\u306e\u66f8\u304d\u8db3\u3057\u3092\u983c\u307f\u307e\u3059\u3002** \u904b\u7528\u3092\u59cb\u3081\u3066\u304b\u30892\u304b\u6708\u306f\u3001`answer` \u306e\u56de\u7b54\u3082\u5546\u54c1\u90e8\u304c\u5f8c\u304b\u3089\u629c\u304d\u53d6\u308a\u3067\u8aad\u307f\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7d44\u5408\u54e1\u304c\u53f7\u3084\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u899a\u3048\u3066\u3044\u306a\u3044 | \u5546\u54c1\u540d\u3067\u5019\u88dc\u3092\u51fa\u3057\u3001\u7d44\u5408\u54e1\u306b\u78ba\u304b\u3081\u3066\u304b\u3089\u9078\u3076 |\n| \u898f\u683c\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | `no_spec` \u3067\u5546\u54c1\u90e8\u3078\u3002**\u53d6\u308a\u8fbc\u307f\u6f0f\u308c\u3092\u7591\u3046** |\n| \u65b0\u65e7\u306e\u898f\u683c\u66f8\u304c\u4e21\u65b9\u5f53\u305f\u308b | \u53f7\u306e\u7bc4\u56f2\u306e\u767b\u9332\u6f0f\u308c\u3002\u65b0\u3057\u3044\u307b\u3046\u3067\u7b54\u3048\u305a `refer` |\n| \u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u306e\u8868\u304c\u5d29\u308c\u3066\u3044\u308b | \u5f15\u7528\u304c\u8868\u306e\u884c\u3068\u5408\u308f\u306a\u3044\u3002`weak_support` \u3067 `refer` \u3057\u3001\u53d6\u308a\u8fbc\u307f\u3092\u76f4\u3059 |\n| \u56de\u7b54\u306b\u300c\u98df\u3079\u3089\u308c\u307e\u3059\u300d\u306a\u3069\u304c\u51fa\u305f | \u8a9e\u3092\u6d88\u3057\u3001`judgement_words` \u3067\u5546\u54c1\u90e8\u3078 |\n| \u75c7\u72b6\u304c\u51fa\u305f\u3068\u3044\u3046\u96fb\u8a71 | \u691c\u7d22\u3092\u305b\u305a\u3001\u5b9a\u578b\u306e\u6848\u5185\u3068\u54c1\u8cea\u306e\u62c5\u5f53\u3078\u306e\u56de\u4ed8 |\n| \u30bb\u30c3\u30c8\u54c1\u30fb\u5bb9\u91cf\u9055\u3044\u3067\u898f\u683c\u66f8\u304c\u5206\u304b\u308c\u3066\u3044\u308b | `item_code` \u306e\u4e26\u3079\u6f0f\u308c\u3002\u30bb\u30c3\u30c8\u3092\u69cb\u6210\u3059\u308b\u5546\u54c1\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3067\u5f15\u304d\u76f4\u3059 |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3057\u305f | \u300c\u78ba\u8a8d\u3057\u3066\u6298\u308a\u8fd4\u3057\u307e\u3059\u300d\u3068\u4f1d\u3048\u3001\u5546\u54c1\u90e8\u306e\u7167\u4f1a\u3078 |\n\n**5\u884c\u76ee\u306e\u8a9e\u306e\u691c\u77e5\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\u5225\u306b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6587\u5b57\u5217\u306e\u7167\u5408\u3067\u884c\u3044\u307e\u3059\u3002** \u6700\u5f8c\u306e\u9580\u306f\u6a5f\u68b0\u306e\u7167\u5408\u306b\u7f6e\u304d\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u554f\u3044\u5408\u308f\u305b\u306e\u5185\u5bb9\uff084\u9805\u76ee\uff09\u3001\u5fdc\u5bfe\u62c5\u5f53\u3001\u65e5\u6642\n- \u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3068\u3001\u5f15\u3044\u305f\u898f\u683c\u66f8\u306e\u4f5c\u6210\u65e5\n- answer \u30e1\u30bd\u30c3\u30c9\u3078\u306e\u8981\u6c42\uff08`preamble` \u306e\u7248\uff09\u3068\u8fd4\u308a\u5024\u306e\u5168\u6587\n- `route` \u3068 `refer_reason`\u3001\u5546\u54c1\u90e8\u306e\u56de\u7b54\u3068\u7406\u7531\n- \u5fdc\u5bfe\u62c5\u5f53\u304c\u7d44\u5408\u54e1\u306b\u4f1d\u3048\u305f\u5185\u5bb9\uff08\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u306b\u672c\u4eba\u304c\u66f8\u304f\uff09\n\n**\u5f15\u3044\u305f\u898f\u683c\u66f8\u306e\u4f5c\u6210\u65e5\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f8c\u304b\u3089\u539f\u6750\u6599\u306e\u5909\u66f4\u304c\u5206\u304b\u3063\u305f\u3068\u304d\u306e\u305f\u3081\u3067\u3059\u3002** \u305d\u306e\u65e5\u306e\u5fdc\u5bfe\u3067\u3069\u306e\u7248\u306e\u898f\u683c\u66f8\u3092\u898b\u3066\u3044\u305f\u304b\u3092\u793a\u305b\u306a\u3044\u3068\u3001**\u5fdc\u5bfe\u306e\u8aa4\u308a\u304b\u3001\u898f\u683c\u66f8\u306e\u66f4\u65b0\u306e\u9045\u308c\u304b\u3092\u5207\u308a\u5206\u3051\u3089\u308c\u307e\u305b\u3093\u3002**","minimal_setup":"1. \u554f\u3044\u5408\u308f\u305b\u306e\u591a\u3044\u5546\u54c130\u54c1\u76ee\u306b\u3064\u3044\u3066\u3001\u3044\u307e\u306e\u53f7\u306e\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u3092\u96c6\u3081\u308b\n2. \u904e\u53bb3\u304b\u6708\u306e\u5fdc\u5bfe\u306e\u8a18\u9332\u304b\u308920\u4ef6\u3092\u62fe\u3046\uff08**\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u8cea\u554f\u3001\u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u3057\u305f\u5546\u54c1\u306e\u8cea\u554f\u3001\u7523\u5730\u306e\u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u8cea\u554f\u3092\u6570\u4ef6\u5165\u308c\u308b**\uff09\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u3092\u8cbc\u308a\u3001\u7b2c7\u7ae0\u306e\u6307\u793a\u3092\u8cbc\u3063\u3066\u3001\u53f7\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u6dfb\u3048\u30661\u4ef6\u305a\u3064\u5165\u308c\u308b\n4. \u51fa\u3066\u304d\u305f\u56de\u7b54\u3092\u3001\u5f53\u6642\u306e\u5fdc\u5bfe\u62c5\u5f53\u3068\u5546\u54c1\u90e8\u306e\u56de\u7b54\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u3068\u540c\u3058\u6b04\u3092\u5f15\u7528\u3057\u3001\u300c\u4e00\u89a7\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3092\u66f8\u304d\u5206\u3051\u305f | **\u691c\u7d22\u57fa\u76e4\u3078\u306e\u53d6\u308a\u8fbc\u307f\u306b\u9032\u3080** |\n| \u539f\u6750\u6599\u306e\u540d\u524d\u304b\u3089\u30a2\u30ec\u30eb\u30b2\u30f3\u3092\u63a8\u3057\u91cf\u3063\u305f\u3001\u300c\u98df\u3079\u3089\u308c\u307e\u3059\u300d\u3068\u66f8\u3044\u305f | \u6307\u793a\u3067\u76f4\u308b\u304b\u8a66\u3059\u3002**\u76f4\u3089\u306a\u3051\u308c\u3070\u8a9e\u306e\u7167\u5408\u3092\u6700\u521d\u304b\u3089\u4f5c\u308b** |\n| \u524d\u306e\u898f\u683c\u306e\u539f\u6750\u6599\u3067\u7b54\u3048\u305f | **\u898f\u683c\u66f8\u306b\u53f7\u306e\u7bc4\u56f2\u3092\u4ed8\u3051\u308b\u4f5c\u696d\u304c\u5148** |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u306e\u898f\u683c\u66f8\u304c\u5c4a\u3044\u3066\u3082\u3001\u524d\u306e\u898f\u683c\u66f8\u3092\u6d88\u3055\u305a\u306b\u6b8b\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3067\u3059\u3002**\u3069\u306e\u5546\u54c1\u3067\u53f7\u306e\u7bc4\u56f2\u304c\u629c\u3051\u3066\u3044\u308b\u304b\u304c\u3001\u3053\u3053\u3067\u5206\u304b\u308a\u307e\u3059\u3002**","minimal_setup_short":"\u898f\u683c\u66f8\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u8cea\u554f\u30921\u4ef6\u305a\u3064\u5165\u308c\u308b \uff0f \u6b04\u3092\u63a2\u3057\u3066\u5f15\u7528\u3059\u308b","semi_auto_setup":"\u4e0a\u8a18\uff0b\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u3092\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u53d6\u308a\u8fbc\u307f\u3001\u5546\u54c1\u90e8\u304c\u7167\u4f1a\u3092\u53d7\u3051\u305f\u3068\u304d\u306b\u691c\u7d22\u753b\u9762\u3067\u4f7f\u3046 \uff0f \u53f7\u3068\u5546\u54c1\u3067\u7d5e\u3063\u305f\u691c\u7d22\u3068\u5f15\u7528\u3002\u5fdc\u5bfe\u62c5\u5f53\u306f\u5f93\u6765\u3069\u304a\u308a\u7167\u4f1a\u3059\u308b","full_setup":"\u4e0a\u8a18\uff0b\u5fdc\u5bfe\u62c5\u5f53\u304c\u96fb\u8a71\u4e2d\u306b\u5fdc\u5bfe\u306e\u753b\u9762\u304b\u3089\u805e\u304d\u3001\u4f53\u306e\u5177\u5408\u306e\u8cea\u554f\u306e\u5207\u308a\u5206\u3051\u3001\u8a9e\u306e\u7167\u5408\u3001\u632f\u308a\u5206\u3051\u307e\u3067\u884c\u3046 \uff0f \u554f\u3044\u5408\u308f\u305b\u306e\u53d7\u4ed8\u304b\u3089\u56de\u7b54\u306e\u6750\u6599\u3001\u5546\u54c1\u90e8\u3078\u306e\u5207\u308a\u5206\u3051\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** \u898f\u683c\u66f8\u3092\u6bce\u56de\u8cbc\u308b\u624b\u9593\u304c\u304b\u304b\u308a\u3001**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30018\u5206\u304c6\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u5546\u54c1\u90e8\u306e\u8abf\u3079\u308b\u6642\u9593\u306f\u6e1b\u308a\u307e\u3059\u304c\u3001\u5fdc\u5bfe\u62c5\u5f53\u304c\u7167\u4f1a\u3057\u3066\u6298\u308a\u8fd4\u3059\u624b\u9593\u306f\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30673\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\u7167\u4f1a\u3068\u6298\u308a\u8fd4\u3057\u304c `refer` \u306e\u5206\u3060\u3051\u306b\u306a\u308b\u3053\u3068\u3067\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30921\u304b\u6708\u4f7f\u3046\u3068\u3001\u53f7\u306e\u7bc4\u56f2\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u898f\u683c\u66f8\u3068\u3001\u8868\u304c\u5d29\u308c\u308b\u53d6\u5f15\u5148\u306e\u66f8\u5f0f\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002**\u305d\u3053\u3092\u76f4\u3057\u3066\u304b\u3089\u5fdc\u5bfe\u62c5\u5f53\u306b\u5e83\u3052\u308b\u307b\u3046\u304c\u3001\u7d44\u5408\u54e1\u306b\u8aa4\u3063\u305f\u7248\u306e\u5185\u5bb9\u3092\u4f1d\u3048\u308b\u5371\u967a\u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u524d\u306e\u898f\u683c\u306e\u539f\u6750\u6599\u3067\u7b54\u3048\u308b | \u898f\u683c\u66f8\u306b\u53f7\u306e\u7bc4\u56f2\u3092\u4ed8\u3051\u3001\u53f7\u3067\u7d5e\u308b |\n| \u539f\u6750\u6599\u306e\u540d\u524d\u304b\u3089\u30a2\u30ec\u30eb\u30b2\u30f3\u3092\u63a8\u3057\u91cf\u308b | \u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u3068\u6df7\u5165\u306e\u6ce8\u610f\u3060\u3051\u3092\u6839\u62e0\u306b\u3055\u305b\u308b |\n| \u300c\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u300d\u3068\u8a00\u3044\u5207\u308b | \u300c\u4e00\u89a7\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304d\u5206\u3051\u3055\u305b\u3001`status` \u3067\u533a\u5225\u3059\u308b |\n| \u300c\u98df\u3079\u3089\u308c\u307e\u3059\u300d\u3068\u66f8\u304f | \u8a9e\u3092\u7167\u5408\u3067\u6d88\u3057\u3001`refer` |\n| \u7523\u5730\u306e\u5019\u88dc\u304b\u30891\u3064\u3092\u9078\u3076 | \u5019\u88dc\u3092\u3059\u3079\u3066\u66f8\u304b\u305b\u308b |\n| \u53e4\u3044\u898f\u683c\u66f8\u3067\u7279\u5b9a\u539f\u6750\u6599\u3092\u7b54\u3048\u308b | \u4f5c\u6210\u65e5\u3092\u6301\u305f\u305b\u3001`old_spec` \u3067\u5546\u54c1\u90e8\u3078 |\n| \u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u4e00\u89a7\u306e\u8868\u304c\u5d29\u308c\u308b | \u8868\u306e\u6ce8\u91c8\u3092\u4f7f\u3044\u3001\u53d6\u308a\u8fbc\u307f\u3092\u629c\u304d\u53d6\u308a\u3067\u78ba\u304b\u3081\u308b |\n| \u53f7\u306e\u5883\u76ee\u3067\u524d\u306e\u898f\u683c\u66f8\u304c\u5f15\u304b\u308c\u308b | \u53f7\u3092\u65e5\u4ed8\u3067\u306f\u306a\u304f\u6570\u3067\u6301\u3064 |\n\n**\u4e0a\u306e4\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u3001\u7d44\u5408\u54e1\u306e\u5065\u5eb7\u306b\u95a2\u308f\u308b\u60c5\u5831\u3092\u3001\u898f\u683c\u66f8\u306b\u7121\u3044\u8a00\u3044\u65b9\u3067\u4f1d\u3048\u3066\u3057\u307e\u3046\u8aa4\u308a\u3067\u3059\u3002**\u53f7\u3067\u306e\u7d5e\u308a\u8fbc\u307f\u3001\u66f8\u304d\u5206\u3051\u3001\u8a9e\u306e\u7167\u5408\u3092\u3001AI\u306e\u5916\u306e\u898f\u5247\u3067\u5b88\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5546\u54c1\u306e\u898f\u683c\u66f8\uff08\u53d6\u5f15\u5148\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u975e\u516c\u958b\u306e\u60c5\u5831\u3092\u542b\u3080\uff09\u3001\u7523\u5730\u306e\u8868\u3001\u7d44\u5408\u54e1\u304b\u3089\u306e\u8cea\u554f\uff08\u5bb6\u65cf\u306e\u30a2\u30ec\u30eb\u30ae\u30fc\u3084\u4f53\u306e\u5177\u5408\u3092\u542b\u307f\u3046\u308b\uff09\u3067\u3059\u3002\n\n1. **\u4f7f\u3046\u306e\u306f\u8077\u54e1\u3060\u3051\u306b\u3059\u308b** \u2026 Google Cloud \u306e Service Specific Terms \u306f\u300118\u6b73\u672a\u6e80\u304c\u5bfe\u8c61\u307e\u305f\u306f\u4f7f\u3044\u3046\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u4e00\u90e8\u3068\u3057\u3066\u751f\u6210AI\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3046\u3053\u3068\u3092\u7981\u3058\u3066\u3044\u307e\u3059\u3002**\u7d44\u5408\u54e1\u304c\u76f4\u63a5\u4f7f\u3046\u30c1\u30e3\u30c3\u30c8\u306b\u306f\u305b\u305a\u3001\u8077\u54e1\u306e\u5fdc\u5bfe\u306e\u753b\u9762\u306b\u9650\u308a\u307e\u3059**\n2. **\u533b\u7642\u306e\u52a9\u8a00\u306e\u4ee3\u308f\u308a\u306b\u3057\u306a\u3044** \u2026 \u540c\u3058\u898f\u7d04\u306f\u3001\u751f\u6210AI\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u5c02\u9580\u7684\u306a\u533b\u7642\u306e\u52a9\u8a00\u306e\u4ee3\u308f\u308a\u3068\u3057\u3066\u4f7f\u3046\u3053\u3068\u3082\u7981\u3058\u3066\u3044\u307e\u3059\u3002**\u98df\u3079\u3066\u3088\u3044\u304b\u306f\u4e3b\u6cbb\u533b\u306e\u5224\u65ad\u3068\u3057\u3066\u3001\u5b9a\u578b\u306e\u6848\u5185\u306b\u56de\u3057\u307e\u3059**\n3. **\u7d44\u5408\u54e1\u306e\u5065\u5eb7\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u5165\u308c\u306a\u3044** \u2026 \u5bb6\u65cf\u306e\u75c5\u540d\u3084\u75c7\u72b6\u306f\u3001\u691c\u7d22\u306e\u8cea\u554f\u6587\u3068\u56de\u7b54\u96c6\u304b\u3089\u5916\u3057\u307e\u3059\n4. **\u53d6\u5f15\u5148\u306e\u898f\u683c\u66f8\u3092\u5916\u3078\u51fa\u3055\u306a\u3044** \u2026 \u898f\u683c\u66f8\u306b\u306f\u53d6\u5f15\u5148\u304c\u975e\u516c\u958b\u3067\u51fa\u3057\u305f\u914d\u5408\u306e\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u5f15\u7528\u306f\u5fdc\u5bfe\u62c5\u5f53\u306e\u753b\u9762\u306e\u4e2d\u306b\u7559\u3081\u3001\u898f\u683c\u66f8\u305d\u306e\u3082\u306e\u3092\u7d44\u5408\u54e1\u306b\u9001\u308a\u307e\u305b\u3093**\n5. **\u30c7\u30fc\u30bf\u306e\u7f6e\u304d\u5834\u6240\u3092\u78ba\u304b\u3081\u308b** \u2026 \u516c\u5f0f\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u5834\u6240\u306f `global`\u30fb`us`\u30fb`eu` \u3067\u3001\u65e5\u672c\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u53d6\u5f15\u5148\u3068\u306e\u79d8\u5bc6\u4fdd\u6301\u306e\u53d6\u308a\u6c7a\u3081\u3067\u3001\u898f\u683c\u66f8\u3092\u56fd\u5916\u306b\u7f6e\u3044\u3066\u3088\u3044\u304b\u3092\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044**\n\n6. **\u5fdc\u5bfe\u306e\u8a18\u9332\u306bAI\u306e\u6587\u9762\u3092\u305d\u306e\u307e\u307e\u8cbc\u3089\u306a\u3044** \u2026 \u5fdc\u5bfe\u62c5\u5f53\u304c\u5b9f\u969b\u306b\u4f1d\u3048\u305f\u5185\u5bb9\u3092\u3001\u81ea\u5206\u306e\u8a00\u8449\u3067\u66f8\u304d\u307e\u3059\u3002**\u8cbc\u308a\u4ed8\u3051\u308b\u3068\u3001\u5f8c\u304b\u3089\u4f55\u3092\u4f1d\u3048\u305f\u306e\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u30a2\u30ec\u30eb\u30b2\u30f3\u306b\u3064\u3044\u3066\u898f\u683c\u66f8\u3068\u9055\u3046\u3053\u3068\u3092\u4f1d\u3048\u3001\u7d44\u5408\u54e1\u304c\u53e3\u306b\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u3067\u3059\u3002** \u300c\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u300d\u3068\u300c\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u306e\u53d6\u308a\u9055\u3048\u3068\u3001\u53e4\u3044\u898f\u683c\u66f8\u3067\u306e\u56de\u7b54\u304c\u3001\u305d\u306e\u5165\u53e3\u306b\u306a\u308a\u307e\u3059\u3002**\u3053\u306e2\u3064\u3092\u8a2d\u8a08\u3067\u6b62\u3081\u307e\u3059\u3002**","recommended_for":"\u6bce\u9031\u306e\u30ab\u30bf\u30ed\u30b0\u3067\u6570\u5343\u54c1\u76ee\u3092\u6271\u3046\u751f\u5354\u306e\u5b85\u914d\u4e8b\u696d\u3067\u3001\u5b85\u914d\u30bb\u30f3\u30bf\u30fc\u306e\u5fdc\u5bfe\u62c5\u5f53\u306b\u5546\u54c1\u306e\u4e2d\u8eab\u306e\u8cea\u554f\u304c\u6bce\u6708\u6570\u767e\u4ef6\u4ee5\u4e0a\u5c4a\u304d\u3001\u898f\u683c\u66f8\u3092\u63a2\u3059\u304b\u5546\u54c1\u90e8\u306b\u805e\u304f\u304b\u3067\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u53d6\u5f15\u5148\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u5546\u54c1\u306e\u898f\u683c\u66f8\u3068\u3001\u9031\u3054\u3068\u306e\u7523\u5730\u306e\u8868\u304c\u96fb\u5b50\u306e\u30d5\u30a1\u30a4\u30eb\u3067\u6b8b\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u5fdc\u5bfe\u62c5\u5f53\u306b\u3088\u3063\u3066\u3001\u30a2\u30ec\u30eb\u30b2\u30f3\u306e\u8cea\u554f\u3078\u306e\u7b54\u3048\u65b9\u304c\u3070\u3089\u3064\u3044\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u6271\u3046\u54c1\u76ee\u304c\u5c11\u306a\u304f\u3001\u5fdc\u5bfe\u62c5\u5f53\u304c\u898f\u683c\u66f8\u3092\u3059\u3050\u306b\u958b\u3051\u308b\u5834\u5408\u3002\u7d44\u5408\u54e1\u304c\u81ea\u5206\u3067\u30c1\u30e3\u30c3\u30c8\u306b\u8cea\u554f\u3059\u308b\u5f62\u306b\u3057\u305f\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306f\u8077\u54e1\u3060\u3051\u304c\u4f7f\u3046\u524d\u63d0\u3067\u3059\u3002\u7d44\u5408\u54e1\u306b\u76f4\u63a5\u7b54\u3048\u308b\u5f62\u306f\u3001\u8868\u793a\u306e\u8cac\u4efb\u3068\u5229\u7528\u898f\u7d04\u306e\u4e21\u9762\u3067\u5225\u306b\u691c\u8a0e\u304c\u8981\u308a\u307e\u3059\uff09\u3002\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u3042\u308b\u7d44\u5408\u54e1\u306b\u300c\u98df\u3079\u3066\u3088\u3044\u304b\u300d\u3092AI\u306e\u56de\u7b54\u3067\u4f1d\u3048\u305f\u3044\u5834\u5408\uff08\u98df\u3079\u3066\u3088\u3044\u304b\u306f\u4e3b\u6cbb\u533b\u306e\u5224\u65ad\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u898f\u683c\u66f8\u306e\u8a18\u8f09\u3092\u793a\u3059\u3060\u3051\u3067\u3059\uff09\u3002\u898f\u683c\u66f8\u304c\u7d19\u3067\u3057\u304b\u6b8b\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u3002","first_step":"**1\u9031\u76ee\uff1a\u554f\u3044\u5408\u308f\u305b\u306e\u591a\u3044\u5546\u54c1\u3092\u6570\u3048\u3001\u898f\u683c\u66f8\u3092\u305d\u308d\u3048\u308b**\n\n\u904e\u53bb3\u304b\u6708\u306e\u5fdc\u5bfe\u306e\u8a18\u9332\u304b\u3089\u3001\u8cea\u554f\u306e\u591a\u3044\u5546\u54c1\u3092\u6570\u3048\u307e\u3059\u3002**\u4e0a\u4f4d\u306e\u5546\u54c1\u306e\u898f\u683c\u66f8\u306b\u3001\u52b9\u304f\u53f7\u306e\u7bc4\u56f2\u3068\u4f5c\u6210\u65e5\u3092\u4ed8\u3051\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a20\u4ef6\u306e\u8cea\u554f\u3067\u8a66\u3059**\n\n\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u3092\u8cbc\u308a\u3001\u904e\u53bb\u306e\u8cea\u554f20\u4ef6\u3092\u5165\u308c\u307e\u3059\u3002**\u539f\u6750\u6599\u306e\u540d\u524d\u304b\u3089\u30a2\u30ec\u30eb\u30b2\u30f3\u3092\u63a8\u3057\u91cf\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u300c\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u300d\u3068\u8a00\u3044\u5207\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5b9a\u578b\u306e\u6848\u5185\u3092\u6c7a\u3081\u308b**\n\n\u4f53\u306e\u5177\u5408\u306e\u8cea\u554f\u3078\u306e\u5b9a\u578b\u306e\u6848\u5185\u3068\u3001\u54c1\u8cea\u306e\u62c5\u5f53\u3078\u306e\u56de\u4ed8\u306e\u624b\u9806\u3092\u3001\u5546\u54c1\u90e8\u3068\u5fdc\u5bfe\u30bb\u30f3\u30bf\u30fc\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u3001\u5546\u54c1\u90e8\u304c\u4f7f\u3046**\n\n\u898f\u683c\u66f8\u3068\u7523\u5730\u306e\u8868\u3092\u53d6\u308a\u8fbc\u307f\u3001\u5546\u54c1\u90e8\u304c\u7167\u4f1a\u3092\u53d7\u3051\u305f\u3068\u304d\u306b\u691c\u7d22\u753b\u9762\u3067\u4f7f\u3046\u904b\u7528\u3092\u59cb\u3081\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a** 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