{"id":16736,"date":"2026-10-27T10:13:28","date_gmt":"2026-10-27T01:13:28","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/printing-paper-stock-search\/"},"modified":"2026-10-27T10:13:28","modified_gmt":"2026-10-27T01:13:28","slug":"printing-paper-stock-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/printing-paper-stock-search\/","title":{"rendered":"\u7d19\u306e\u4ee3\u7406\u5e97\u304c\u3001\u5370\u5237\u4f1a\u793e\u30fb\u88fd\u672c\u4f1a\u793e\u304b\u3089\u306e\u9298\u67c4\u30fb\u9023\u91cf\u30fb\u5bf8\u6cd5\u306e\u554f\u3044\u5408\u308f\u305b\u3092 OpenSearch \u3067\u5f15\u304d\u3001\u5728\u5eab\u3068\u4ee3\u308f\u308a\u306e\u7d19\u3092\u9055\u3044\u3092\u6dfb\u3048\u3066\u8fd4\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u5370\u5237\u4f1a\u793e\u30fb\u88fd\u672c\u4f1a\u793e\u304b\u3089\u5c4a\u304f\u300c\u3053\u306e\u7d19\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u7121\u3051\u308c\u3070\u4ee3\u308f\u308a\u306f\u300d\u3068\u3044\u3046\u554f\u3044\u5408\u308f\u305b\u3092\u3001\u9298\u67c4\u30fb\u7d19\u306e\u7a2e\u985e\u30fb\u9023\u91cf\u3068\u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u30fb\u679a\u6570\u306b\u8aad\u307f\u66ff\u3048\u3001\u5728\u5eab\u3092\u63a2\u3057\u307e\u3059\u3002\u6b20\u54c1\u306e\u3068\u304d\u306f\u3001\u4ee3\u308f\u308a\u306e\u7d19\u306e\u5019\u88dc\u3092\u9055\u3044\u3092\u6dfb\u3048\u3066\u4e26\u3079\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1932","platform_main":"OpenSearch","publish_date":"","last_updated":"2026-10-27","tech_verified_date":"2026-10-27","trigger":"**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u30021\u6642\u9593\u3054\u3068\u306e\u5546\u54c1\u3068\u5728\u5eab\u306e\u53d6\u308a\u8fbc\u307f\u3068\u3001\u55b6\u696d\u306e\u62c5\u5f53\u306e\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u3067\u3059\u3002**\n\n\u53d6\u308a\u8fbc\u307f\u306f\u3001\u8ca9\u58f2\u3068\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u3001\u54c1\u76ee\u306e\u8ffd\u52a0\u3068\u5728\u5eab\u306e\u5909\u5316\u3092\u66f8\u304d\u51fa\u3057\u3066\u7d22\u5f15\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002**\u7d22\u5f15\u306e\u5728\u5eab\u306f\u300c\u3042\u308b\u304b\u7121\u3044\u304b\u300d\u306e\u76ee\u5b89\u306b\u3060\u3051\u4f7f\u3044\u3001\u56de\u7b54\u306b\u66f8\u304f\u6570\u306f\u5fc5\u305a\u7167\u4f1a\u3067\u53d6\u308a\u76f4\u3057\u307e\u3059\u3002** 1\u6642\u9593\u306e\u9593\u306b\u5225\u306e\u55b6\u696d\u304c\u5f15\u304d\u5f53\u3066\u305f\u5206\u306f\u3001\u7d22\u5f15\u306b\u306f\u5165\u3063\u3066\u3044\u306a\u3044\u304b\u3089\u3067\u3059\u3002\n\n\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u306f\u3001\u55b6\u696d\u306e\u62c5\u5f53\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u8cbc\u308b\u304b\u96fb\u8a71\u306e\u30e1\u30e2\u3092\u6253\u3061\u8fbc\u3093\u3060\u5f8c\u306b\u62bc\u3057\u307e\u3059\u3002**\u53d7\u767a\u6ce8\u306e\u753b\u9762\u304b\u3089\u6765\u305f\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u54c1\u76ee\u306e\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u308c\u3070\u305d\u306e\u307e\u307e\u7167\u4f1a\u3057\u3001\u81ea\u7531\u8a18\u8ff0\u306a\u3089\u8aad\u307f\u66ff\u3048\u304b\u3089\u52d5\u304b\u3057\u307e\u3059\u3002** FAX \u306f\u62c5\u5f53\u8005\u304c\u8aad\u3093\u3067\u6253\u3061\u8fbc\u307f\u307e\u3059\u3002\u7565\u79f0\u306e\u8f9e\u66f8\u306f\u9031\u306b1\u56de\u66f4\u65b0\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b | \u5f97\u610f\u5148\u306e\u8a00\u8449\u306e\u307e\u307e\u306e\u672c\u6587\u3001\u307e\u305f\u306f\u96fb\u8a71\u306e\u30e1\u30e2 | \u55b6\u696d\u304c\u8cbc\u308b\u30fb\u6253\u3061\u8fbc\u3080\uff0f\u53d7\u767a\u6ce8\u306e\u753b\u9762 |\n| \u54c1\u76ee | \u54c1\u76ee\u306e\u756a\u53f7\u3001\u9298\u67c4\u3001\u88fd\u7d19\u4f1a\u793e\u3001\u7d19\u306e\u7a2e\u985e\uff08\u30b3\u30fc\u30c8\u30fb\u30de\u30c3\u30c8\u30fb\u4e0a\u8cea\u306a\u3069\uff09\u3001\u9023\u91cf\u3001\u5224\u3001\u76ee\u3001\u5bf8\u6cd5\u3001\u5305\u88c5\u306e\u679a\u6570 | \u8ca9\u58f2\u3068\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u5728\u5eab | \u5009\u5eab\u3054\u3068\u306e\u5728\u5eab\u3001\u5f15\u304d\u5f53\u3066\u6e08\u307f\u306e\u6570\u3001\u5165\u8377\u306e\u4e88\u5b9a | \u8ca9\u58f2\u3068\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08\u7167\u4f1a\uff09 |\n| \u5224\u306e\u5bf8\u6cd5\u306e\u8868 | \u56db\u516d\u5224\u30fb\u83ca\u5224\u30fbA\u5224\u30fbB\u5224\u306a\u3069\u306e\u5bf8\u6cd5\u3068\u9762\u7a4d | \u55b6\u696d\u3067\u4f5c\u308b\u8868 |\n| \u7565\u79f0\u306e\u8f9e\u66f8 | \u9298\u67c4\u306e\u6b63\u5f0f\u540d\u3068\u3001\u5f97\u610f\u5148\u304c\u4f7f\u3046\u7565\u79f0\u30fb\u65e7\u540d | \u55b6\u696d\u3067\u4f5c\u308b\u8868 |\n| \u76ee\u3068\u5224\u306e\u66f8\u304d\u65b9\u306e\u8868 | \u300cT\u76ee\u300d\u300c\u30bf\u30c6\u300d\u300c\u7e26\u300d\u3001\u300cY\u76ee\u300d\u300c\u30e8\u30b3\u300d\u300c\u6a2a\u300d\u306a\u3069\u306e\u66f8\u304d\u65b9\u3068\u3001\u305d\u308d\u3048\u305f\u5024 | \u55b6\u696d\u3067\u4f5c\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5224\u306e\u5bf8\u6cd5\u306e\u8868\u3067\u3059\u3002** \u7c73\u576a\u306e\u8a08\u7b97\u306f\u3053\u306e\u8868\u306e\u9762\u7a4d\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002**\u65ad\u88c1\u3057\u305f\u5bf8\u6cd5\u306e\u54c1\u76ee\u306f\u3001\u5224\u3067\u306f\u306a\u304f\u5b9f\u969b\u306e\u5bf8\u6cd5\u306e\u9762\u7a4d\u3067\u8a08\u7b97\u3057\u307e\u3059\u3002** \u8868\u306b\u7121\u3044\u5224\u306e\u54c1\u76ee\u306f\u3001\u7c73\u576a\u3092\u7a7a\u306e\u307e\u307e\u6b8b\u3057\u307e\u3059\u3002\n\n**\u5f97\u610f\u5148\u306e\u540d\u524d\u3068\u62c5\u5f53\u8005\u306e\u540d\u524d\u306f\u3001\u751f\u6210AI\u306b\u6e21\u3057\u307e\u305b\u3093\u3002** \u554f\u3044\u5408\u308f\u305b\u306e\u672c\u6587\u306b\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u4f0f\u305b\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\u3002","data_source":"| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u3069\u3046\u53d6\u308b\u304b |\n|:--|:--|:--|\n| \u9298\u67c4\u3067\u5408\u3046\u54c1\u76ee | \u5546\u54c1\u306e\u7d22\u5f15 | `match`\uff08`brand`\u3002\u691c\u7d22\u306e\u5206\u6790\u5668\u3067\u7565\u79f0\u306e\u8f9e\u66f8\u3092\u4f7f\u3046\uff09 |\n| \u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u306e\u5408\u3046\u54c1\u76ee | \u5546\u54c1\u306e\u7d22\u5f15 | `filter` \u306e `term`\uff08`size_class`\u30fb`grain`\uff09 |\n| \u7c73\u576a\u306e\u8fd1\u3044\u4ee3\u308f\u308a\u306e\u7d19 | \u5546\u54c1\u306e\u7d22\u5f15 | `function_score` \u306e `gauss`\uff08`basis_weight`\u3002\u5143\u306e\u7d19\u306e\u7c73\u576a\u3092\u4e2d\u5fc3\u306b\uff09 |\n| \u540c\u3058\u7a2e\u985e\u306e\u7d19 | \u5546\u54c1\u306e\u7d22\u5f15 | `filter` \u306e `term`\uff08`paper_type`\uff09 |\n| \u7c73\u576a\u306e\u8a18\u9332\u304c\u3042\u308b\u54c1\u76ee | \u5546\u54c1\u306e\u7d22\u5f15 | `filter` \u306e `exists`\uff08`basis_weight`\uff09 |\n\n**\u4ee3\u308f\u308a\u306e\u7d19\u306f `function_score` \u306e `gauss` \u3067\u7c73\u576a\u306e\u8fd1\u3055\u3092\u70b9\u6570\u306b\u3057\u307e\u3059\u3002** OpenSearch \u306e\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u6e1b\u8870\u306e\u95a2\u6570\u306f `origin` \u304b\u3089\u306e\u8ddd\u96e2\u3067\u70b9\u6570\u3092\u4e0b\u3052\u3001`offset` \u306e\u5185\u5074\u306f\u70b9\u65701\u3001`scale`\uff0b`offset` \u306e\u8ddd\u96e2\u3067 `decay`\uff08\u65e2\u5b9a0.5\uff09\u306e\u70b9\u6570\u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5143\u306e\u7d19\u306e\u7c73\u576a\u3092 `origin` \u306b\u3001\u00b12g \u3092 `offset` \u306b\u30018g \u3092 `scale` \u306b\u3059\u308b\u3068\u3001\u00b12g \u306f\u540c\u3058\u6271\u3044\u3001\u00b110g \u3067\u70b9\u6570\u304c\u534a\u5206\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u3053\u3053\u3067\u5927\u4e8b\u306a\u306e\u304c\u3001`exists` \u306e\u7d5e\u308a\u8fbc\u307f\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001**\u6e1b\u8870\u306e\u95a2\u6570\u306f\u9805\u76ee\u306e\u7121\u3044\u6587\u66f8\u306b\u70b9\u65701\u3092\u8fd4\u3059**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7c73\u576a\u304c\u7a7a\u306e\u54c1\u76ee\u306f\u3001\u5143\u306e\u7d19\u3068\u3061\u3087\u3046\u3069\u540c\u3058\u7c73\u576a\u306e\u54c1\u76ee\u3068\u540c\u3058\u70b9\u6570\u3067\u4e0a\u4f4d\u306b\u4e26\u3073\u307e\u3059\u3002**`exists` \u3067\u7c73\u576a\u306e\u3042\u308b\u54c1\u76ee\u306b\u7d5e\u308a\u3001\u7a7a\u306e\u54c1\u76ee\u306f\u5225\u306b\u300c\u7c73\u576a\u306e\u8a18\u9332\u306a\u3057\u300d\u3068\u3057\u3066\u51fa\u3057\u307e\u3059\u3002**\n\n```json\nGET \/papers\/_search\n{\n  \"size\": 10,\n  \"query\": { \"function_score\": {\n    \"query\": { \"bool\": {\n      \"filter\": [\n        { \"term\":   { \"paper_type\": \"matte\" } },\n        { \"term\":   { \"grain\": \"T\" } },\n        { \"term\":   { \"size_class\": \"shiroku\" } },\n        { \"term\":   { \"in_stock\": true } },\n        { \"exists\": { \"field\": \"basis_weight\" } } ],\n      \"must_not\": [ { \"term\": { \"item_no\": \"\u5143\u306e\u54c1\u76ee\u306e\u756a\u53f7\" } } ] } },\n    \"functions\": [\n      { \"gauss\": { \"basis_weight\": { \"origin\": 104.7, \"offset\": 2, \"scale\": 8, \"decay\": 0.5 } } } ],\n    \"boost_mode\": \"replace\" } }\n}\n```\n\n**\u5224\u30fb\u76ee\u30fb\u7a2e\u985e\u30fb\u5728\u5eab\u306f `filter` \u306b\u7f6e\u304d\u307e\u3059\u3002** \u70b9\u6570\u306b\u95a2\u308f\u3089\u306a\u3044\u7d5e\u308a\u8fbc\u307f\u306a\u306e\u3067\u3001\u7c73\u576a\u306e\u8fd1\u3055\u306e\u9806\u3092\u304f\u305a\u3057\u307e\u305b\u3093\u3002**\u76ee\u3092\u7d5e\u308a\u8fbc\u307f\u306b\u5165\u308c\u308b\u306e\u306f\u3001\u76ee\u306e\u9055\u3046\u7d19\u3092\u300c\u8fd1\u3044\u7d19\u300d\u3068\u3057\u3066\u4e0a\u306b\u51fa\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u76ee\u306e\u9055\u3046\u7d19\u3082\u898b\u305f\u3044\u3068\u3044\u3046\u5f97\u610f\u5148\u306b\u306f\u3001\u76ee\u306e\u6761\u4ef6\u3092\u5916\u3057\u305f2\u56de\u76ee\u306e\u691c\u7d22\u3092\u5225\u306b\u793a\u3057\u3001\u753b\u9762\u3067\u5206\u3051\u3066\u4e26\u3079\u307e\u3059\u3002\n\n**`boost_mode` \u306f `replace` \u306b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`boost_mode` \u306e\u65e2\u5b9a\u306f `multiply` \u3067\u3001`replace` \u306b\u3059\u308b\u3068\u554f\u3044\u5408\u308f\u305b\u306e\u70b9\u6570\u3092\u7121\u8996\u3057\u3066\u95a2\u6570\u306e\u70b9\u6570\u3060\u3051\u3092\u4f7f\u3046\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u7d5e\u308a\u8fbc\u307f\u3060\u3051\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u306f\u554f\u3044\u5408\u308f\u305b\u306e\u70b9\u6570\u306b\u610f\u5473\u304c\u7121\u3044\u306e\u3067\u3001\u7c73\u576a\u306e\u8fd1\u3055\u3060\u3051\u3067\u4e26\u3079\u307e\u3059\u3002**","preprocessing":"1. **\u7c73\u576a\u3092\u8a08\u7b97\u3059\u308b** \u2026 \u54c1\u76ee\u306e\u9023\u91cf\u3068\u5224\u306e\u9762\u7a4d\u304b\u3089\u3001\u7c73\u576a\uff1d\u9023\u91cf\u00f7\uff08\u9762\u7a4d\u00d71,000\u679a\uff09\u3067\u8a08\u7b97\u3057\u3001\u5c0f\u65701\u6841\u3067\u6301\u3061\u307e\u3059\n2. **\u5224\u3068\u76ee\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c\u56db\u516d\u300d\u300c4\/6\u300d\u300c46\u5224\u300d\u3092 `shiroku`\u3001\u300cT\u76ee\u300d\u300c\u30bf\u30c6\u300d\u300c\u7e26\u76ee\u300d\u3092 `T` \u306b\u3057\u307e\u3059\n3. **\u5143\u306e\u7c73\u576a\u3092\u6b8b\u3059** \u2026 \u88fd\u7d19\u4f1a\u793e\u304c\u7c73\u576a\u3092\u793a\u3057\u3066\u3044\u308b\u9298\u67c4\u306f\u3001\u305d\u306e\u5024\u3092 `basis_weight_maker` \u306b\u6b8b\u3057\u3001\u8a08\u7b97\u306e\u5024\u3068\u4e26\u3079\u307e\u3059\n4. **\u677f\u7d19\u3092\u5206\u3051\u308b** \u2026 \u4e94\u689d\u88fd\u7d19\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u677f\u7d19\u306e1\u9023\u306f100\u679a\u3067\u3001\u677f\u7d19\u9023\u91cf\uff1d\u7c73\u576a\u00d7\u9762\u7a4d\u00d7100\u679a\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u677f\u7d19\u306e\u54c1\u76ee\u306f\u6d0b\u7d19\u3068\u5225\u306e\u5f0f\u3067\u8a08\u7b97\u3057\u307e\u3059**\n5. **\u7a7a\u306e\u5024\u3092\u7a7a\u306e\u307e\u307e\u6301\u3064** \u2026 \u76ee\u3084\u5bf8\u6cd5\u304c\u54c1\u76ee\u306b\u7121\u3044\u3082\u306e\u306f\u3001\u5024\u3092\u5165\u308c\u305a\u306b\u6b8b\u3057\u307e\u3059\n\n**1\u756a\u76ee\u306e\u8a08\u7b97\u306e\u4f8b\u3067\u3059\u3002** \u56db\u516d\u5224\uff08\u9762\u7a4d0.860\u33a1\uff09\u306e110kg\u306f\u3001110\u00f7\uff080.860\u00d71,000\uff09\u3067\u7d04127.9g\/\u33a1\u3001\u83ca\u5224\uff08\u9762\u7a4d0.597\u33a1\uff09\u306e76.5kg\u306f\u300176.5\u00f7\uff080.597\u00d71,000\uff09\u3067\u7d04128.1g\/\u33a1\u3067\u3059\u3002**\u9023\u91cf\u306e\u6570\u5b57\u306f110\u306876.5\u3067\u5927\u304d\u304f\u9055\u3044\u307e\u3059\u304c\u3001\u7c73\u576a\u306b\u3059\u308c\u30700.2g\u306e\u5dee\u3067\u3001\u540c\u3058\u539a\u3055\u306e\u7d19\u3068\u3057\u3066\u5f15\u3051\u307e\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u306e\u5074\u3082\u540c\u3058\u5f0f\u3067\u7c73\u576a\u306b\u76f4\u3057\u3066\u304b\u3089\u5f15\u304d\u307e\u3059\u3002\n\n**3\u756a\u76ee\u3067\u8a08\u7b97\u306e\u5024\u3068\u88fd\u7d19\u4f1a\u793e\u306e\u5024\u3092\u4e26\u3079\u308b\u306e\u306f\u3001\u305a\u308c\u3092\u898b\u308b\u305f\u3081\u3067\u3059\u3002** \u5224\u306e\u9762\u7a4d\u3092\u5c0f\u65703\u6841\u306b\u4e38\u3081\u308b\u3068\u3001\u8a08\u7b97\u306e\u7c73\u576a\u306f\u88fd\u7d19\u4f1a\u793e\u306e\u793a\u3059\u5024\u3068\u5c11\u3057\u305a\u308c\u307e\u3059\u3002**\u305a\u308c\u304c\u5927\u304d\u3044\u54c1\u76ee\u306f\u3001\u5224\u306e\u5bf8\u6cd5\u306e\u8868\u304b\u54c1\u76ee\u306e\u8a18\u9332\u306e\u8aa4\u308a\u3092\u7591\u3044\u307e\u3059\u3002**\n\n**4\u756a\u76ee\u3092\u5fd8\u308c\u308b\u3068\u3001\u677f\u7d19\u306e\u7c73\u576a\u304c10\u5206\u306e1\u306b\u306a\u308a\u307e\u3059\u3002** \u6d0b\u7d19\u306e\u5f0f\u3067\u677f\u7d19\u3092\u8a08\u7b97\u3059\u308b\u3068\u3001**\u539a\u3044\u677f\u7d19\u304c\u8584\u3044\u6d0b\u7d19\u306e\u4ee3\u308f\u308a\u306e\u5019\u88dc\u306b\u51fa\u307e\u3059\u3002**","ai_processing":"**AI\u306e\u4ed5\u4e8b\u306f2\u3064\u3067\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u3092\u63a2\u3059\u6761\u4ef6\u306b\u8aad\u307f\u66ff\u3048\u308b\u3053\u3068\u3068\u3001\u5019\u88dc\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3066\u9055\u3044\u3092\u66f8\u3044\u305f\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u3055\u305b\u306a\u3044\u3053\u3068 |\n|:--|:--|\n| \u9298\u67c4\u30fb\u7a2e\u985e\u30fb\u9023\u91cf\u30fb\u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u30fb\u679a\u6570\u30fb\u7d0d\u671f\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5224\u3084\u76ee\u3092\u3001\u9023\u91cf\u306e\u6570\u5b57\u304b\u3089\u63a8\u3057\u91cf\u308b\u3053\u3068 |\n| \u7565\u79f0\u306f\u7565\u79f0\u306e\u307e\u307e\u5199\u3059 | \u9023\u91cf\u304b\u3089\u7c73\u576a\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068 |\n| \u5019\u88dc\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3001\u7c73\u576a\u306e\u5dee\u30fb\u76ee\u30fb\u5224\u30fb\u5728\u5eab\u306e\u5009\u5eab\u3092\u66f8\u304f | \u4ee3\u308f\u308a\u306e\u7d19\u304c\u300c\u4f7f\u3048\u307e\u3059\u300d\u300c\u540c\u7b49\u3067\u3059\u300d\u3068\u8a00\u3046\u3053\u3068 |\n| \u805e\u304d\u8fd4\u3059\u3079\u304d\u9805\u76ee\u3092\u307e\u3068\u3081\u308b | \u7d19\u306e\u98a8\u5408\u3044\u30fb\u5370\u5237\u306e\u4ed5\u4e0a\u304c\u308a\u3092\u8a55\u3059\u308b\u3053\u3068\u3001\u4fa1\u683c\u3068\u7d0d\u671f\u3092\u7d04\u675f\u3059\u308b\u3053\u3068 |\n\n**\u300c\u540c\u7b49\u3067\u3059\u300d\u3068\u8a00\u308f\u305b\u306a\u3044\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u7dda\u3067\u3059\u3002** \u7c73\u576a\u304c\u540c\u3058\u3067\u3082\u3001\u7d19\u539a\u30fb\u767d\u3055\u30fb\u8868\u9762\u306e\u52a0\u5de5\u306f\u9298\u67c4\u3067\u9055\u3044\u307e\u3059\u3002**\u5370\u5237\u4f1a\u793e\u306f\u300c\u540c\u7b49\u300d\u3068\u8a00\u308f\u308c\u305f\u7d19\u3067\u5237\u308a\u3001\u4ed5\u4e0a\u304c\u308a\u304c\u9055\u3048\u3070\u4ee3\u7406\u5e97\u306b\u623b\u3063\u3066\u304d\u307e\u3059\u3002** \u9055\u3044\u3092\u6570\u5b57\u3067\u793a\u3057\u3001\u5224\u65ad\u306f\u5370\u5237\u4f1a\u793e\u306b\u59d4\u306d\u307e\u3059\u3002\n\n**\u5224\u3092\u9023\u91cf\u304b\u3089\u63a8\u3057\u91cf\u3089\u305b\u306a\u3044\u306e\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u300c110kg\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u56db\u516d\u5224\u306e\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u304c\u3001**\u83ca\u5224\u306e110kg\u3068\u3044\u3046\u7d19\u3082\u3042\u308a\u307e\u3059\u3002** \u5224\u304c\u7121\u3051\u308c\u3070\u805e\u304d\u8fd4\u3057\u307e\u3059\u3002","prompt_example":"1\u56de\u76ee\uff08\u554f\u3044\u5408\u308f\u305b\u306e\u8aad\u307f\u66ff\u3048\uff09\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u7d19\u306e\u4ee3\u7406\u5e97\u3067\u3001\u5370\u5237\u4f1a\u793e\u30fb\u88fd\u672c\u4f1a\u793e\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u6574\u7406\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u3010\u554f\u3044\u5408\u308f\u305b\u3011\u304b\u3089\u3001\u5728\u5eab\u3092\u63a2\u3059\u305f\u3081\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u3082\u306e\u3011\n- brand: \u9298\u67c4\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u7565\u79f0\u3067\u3082\u305d\u306e\u307e\u307e\uff09\n- paper_type: \u7d19\u306e\u7a2e\u985e\uff08\u30b3\u30fc\u30c8\u30fb\u30de\u30c3\u30c8\u30fb\u4e0a\u8cea\u306a\u3069\uff09\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- weight_raw: \u9023\u91cf\u30fb\u7c73\u576a\u306e\u6570\u5b57\u3068\u5358\u4f4d\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300c110kg\u300d\u300c128g\u300d\u306a\u3069\uff09\n- size_raw: \u5224\u30fb\u5bf8\u6cd5\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- grain_raw: \u76ee\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300cT\u76ee\u300d\u300c\u30bf\u30c6\u300d\u306a\u3069\uff09\n- quantity \/ due: \u679a\u6570\u30fb\u9023\u6570\u3068\u7d0d\u671f\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- want_alternative: \u4ee3\u308f\u308a\u306e\u7d19\u3092\u6c42\u3081\u3066\u3044\u308b\u304b\uff08yes \/ no \/ unknown\uff09\n- missing: \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306e\u540d\u524d\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5224\u30fb\u76ee\u3092\u3001\u9023\u91cf\u306e\u6570\u5b57\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u9023\u91cf\u3092\u7c73\u576a\u306b\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6570\u5b57\u306f\u66f8\u304b\u308c\u305f\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7565\u79f0\u3092\u6b63\u5f0f\u540d\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5f97\u610f\u5148\u306e\u4f1a\u793e\u540d\u30fb\u4eba\u306e\u540d\u524d\u306f\u5199\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u554f\u3044\u5408\u308f\u305b\u3011{inquiry_text}\n```\n\n2\u56de\u76ee\uff08\u56de\u7b54\u306e\u4e0b\u66f8\u304d\uff09\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u7d19\u306e\u4ee3\u7406\u5e97\u3067\u3001\u5f97\u610f\u5148\u3078\u306e\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\n\u3010\u5019\u88dc\u3011\u306f\u5546\u54c1\u306e\u8a18\u9332\u3068\u3001\u5143\u306e\u7d19\u3068\u306e\u9055\u3044\uff08diff\uff09\u3068\u3001\u7167\u4f1a\u3057\u305f\u5728\u5eab\u306e\u6570\u3067\u3059\u3002\n\n\u3010\u66f8\u304d\u65b9\u3011\n- \u5728\u5eab\u306e\u3042\u308b\u54c1\u76ee\u306f\u3001\u9298\u67c4\u30fb\u9023\u91cf\u3068\u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u30fb\u51fa\u305b\u308b\u6570\u3092\u8a18\u9332\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4ee3\u308f\u308a\u306e\u7d19\u306f\u3001\u5143\u306e\u7d19\u3068\u306e\u9055\u3044\uff08\u7c73\u576a\u306e\u5dee\u3001\u76ee\u3001\u5224\uff09\u3092 diff \u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4ee3\u308f\u308a\u306e\u7d19\u306b\u306f\u300c\u5370\u5237\u30fb\u52a0\u5de5\u3078\u306e\u9069\u5426\u306f\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u300d\u3068\u6dfb\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u805e\u304d\u8fd4\u3059\u9805\u76ee\u304c\u3042\u308c\u3070\u3001\u6700\u5f8c\u306b\u307e\u3068\u3081\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u300c\u540c\u7b49\u3067\u3059\u300d\u300c\u4ee3\u308f\u308a\u306b\u4f7f\u3048\u307e\u3059\u300d\u300c\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7d19\u306e\u98a8\u5408\u3044\u30fb\u767d\u3055\u30fb\u4ed5\u4e0a\u304c\u308a\u306b\u3064\u3044\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306b\u7121\u3044\u6570\u5b57\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4fa1\u683c\u30fb\u5024\u5f15\u304d\u30fb\u7d0d\u671f\u306e\u7d04\u675f\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u554f\u3044\u5408\u308f\u305b\u306e\u6761\u4ef6\u3011{conditions}\n\u3010\u5019\u88dc\u3011{candidates}\n```\n\n**\u300c\u5370\u5237\u30fb\u52a0\u5de5\u3078\u306e\u9069\u5426\u306f\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u300d\u3092\u6dfb\u3048\u3055\u305b\u306a\u3044\u3068\u3001AI\u306f\u5019\u88dc\u3092\u52e7\u3081\u308b\u6587\u306b\u3057\u307e\u3059\u3002** \u5f97\u610f\u5148\u306f\u3001\u4ee3\u7406\u5e97\u304c\u52e7\u3081\u305f\u7d19\u306f\u4f7f\u3048\u308b\u3082\u306e\u3068\u8aad\u307f\u307e\u3059\u3002**\u52e7\u3081\u305a\u306b\u9055\u3044\u3092\u4e26\u3079\u308b\u3053\u3068\u304c\u3001\u3053\u306e\u4e0b\u66f8\u304d\u306e\u5f79\u76ee\u3067\u3059\u3002**","output_data":"**Bedrock \u306e Converse API \u306e `outputConfig.textFormat` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u30012\u56de\u76ee\u306f\u6b21\u306e\u5f62\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_no\": \"\",\n  \"requested\": { \"brand\": \"\", \"weight\": \"\", \"size\": \"\", \"grain\": \"\", \"quantity\": \"\" },\n  \"in_stock\": [ { \"item_no\": \"\", \"listed\": \"\", \"available\": \"\" } ],\n  \"alternatives\": [\n    { \"item_no\": \"\", \"listed\": \"\",\n      \"diff\": { \"basis_weight\": \"\", \"grain\": \"same | different | not_recorded\",\n                \"size\": \"same | different\" },\n      \"available\": \"\" } ],\n  \"ask_back\": [\"\"],\n  \"draft\": \"\"\n}\n```\n\nAWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`outputConfig.textFormat` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u5fdc\u7b54\u304c\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3044\u3001`enum` \u304c\u4f7f\u3048\u307e\u3059\u3002**\u3059\u3079\u3066\u306e `object` \u306b `additionalProperties: false` \u304c\u8981\u308a\u3001\u6570\u5024\u306e `minimum`\u30fb`maximum` \u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093\u3002** `diff` \u3068 `available` \u306f Lambda \u306e\u8a08\u7b97\u3068\u7167\u4f1a\u306e\u7d50\u679c\u3092\u6587\u5b57\u306e\u307e\u307e\u6e21\u3057\u3066\u5199\u3055\u305b\u3001**AI\u306b\u306f\u8a08\u7b97\u3055\u305b\u307e\u305b\u3093\u3002**\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`listed` \u3068 `available` \u3092\u8a18\u9332\u3068\u7167\u5408\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u54c1\u76ee\u306e\u8a18\u9332\u3068\u7167\u4f1a\u306e\u7d50\u679c\u3068\u540c\u3058\u304b\u3092 Lambda \u3067\u78ba\u304b\u3081\u3001**\u9055\u3048\u3070\u4e0b\u66f8\u304d\u3092\u51fa\u3055\u305a\u306b\u4f5c\u308a\u76f4\u3057\u307e\u3059\u3002** \u5728\u5eab\u306e\u6570\u3092\u53d6\u308a\u9055\u3048\u305f\u4e0b\u66f8\u304d\u306f\u3001\u3053\u3053\u3067\u6b62\u307e\u308a\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`diff` \u306e `grain` \u3067\u76ee\u306e\u9055\u3044\u3092\u5148\u306b\u898b\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u76ee\u304c `different` \u306e\u4ee3\u308f\u308a\u306e\u7d19\u306f\u3001\u55b6\u696d\u306e\u753b\u9762\u3067\u8272\u3092\u5909\u3048\u3066\u793a\u3057\u307e\u3059\u3002\u88fd\u672c\u306e\u5f97\u610f\u5148\u306b\u306f\u3001\u76ee\u306e\u9055\u3046\u7d19\u3092\u51fa\u3059\u524d\u306b\u5fc5\u305a\u78ba\u304b\u3081\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8ca9\u58f2\u3068\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u54c1\u76ee\u3068\u5728\u5eab\u306e\u66f8\u304d\u51fa\u3057\uff081\u6642\u9593\u3054\u3068\uff09\u3001\u51fa\u305b\u308b\u6570\u306e\u7167\u4f1a\uff08\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u5546\u54c1\u306e\u7d22\u5f15\u306e\u5143\u3001\u56de\u7b54\u306e\u6570 |\n| Amazon OpenSearch Service | Lambda \u304b\u3089\u306e\u767b\u9332\u30fb\u691c\u7d22 | \u5546\u54c1\u306e\u7d22\u5f15\u3001\u7565\u79f0\u306e\u8f9e\u66f8\u306e\u30d1\u30c3\u30b1\u30fc\u30b8 |\n| Amazon Bedrock | Converse API\uff08Claude\uff09 | \u8aad\u307f\u66ff\u3048\u3068\u4e0b\u66f8\u304d |\n| \u55b6\u696d\u306e\u753b\u9762 | \u793e\u5185\u306e\u753b\u9762 | \u554f\u3044\u5408\u308f\u305b\u306e\u8cbc\u308a\u4ed8\u3051\u3001\u5019\u88dc\u3068\u9055\u3044\u3001\u4e0b\u66f8\u304d |\n\n**\u7565\u79f0\u306e\u8f9e\u66f8\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u3001S3 \u306e\u30d5\u30a1\u30a4\u30eb\u3092\u66f4\u65b0\u3057\u3066\u304b\u3089\u9069\u7528\u3057\u307e\u3059\u3002** AWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001S3 \u306b\u65b0\u3057\u3044\u7248\u3092\u7f6e\u3044\u305f\u3060\u3051\u3067\u306f\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u66f4\u65b0\u3055\u308c\u305a\u3001**OpenSearch Service \u306e\u5074\u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f4\u65b0\u3057\u3001\u30c9\u30e1\u30a4\u30f3\u306b\u9069\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002`updateable: true` \u3092\u4ed8\u3051\u305f\u691c\u7d22\u306e\u5206\u6790\u5668\u3060\u3051\u3067\u4f7f\u3063\u3066\u3044\u308c\u3070\u3001\u9069\u7528\u3067\u7d22\u5f15\u306f\u81ea\u52d5\u3067\u66f4\u65b0\u3055\u308c\u307e\u3059\u3002","human_review":"1. **\u8aad\u307f\u66ff\u3048\u3092\u898b\u308b** \u2026 \u9298\u67c4\u30fb\u9023\u91cf\u30fb\u5224\u30fb\u76ee\u304c\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u3068\u304a\u308a\u306b\u53d6\u308a\u51fa\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u7c73\u576a\u306e\u8a08\u7b97\u3092\u898b\u308b** \u2026 \u5224\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u3067\u306f\u3001\u3069\u306e\u5224\u3067\u8a08\u7b97\u3057\u305f\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **\u76ee\u306e\u9055\u3046\u5019\u88dc\u3092\u78ba\u304b\u3081\u308b** \u2026 `grain` \u304c `different` \u304b `not_recorded` \u306e\u4ee3\u308f\u308a\u306e\u7d19\u306f\u3001\u5f97\u610f\u5148\u306e\u7528\u9014\u3092\u805e\u3044\u3066\u304b\u3089\u51fa\u3057\u307e\u3059\n4. **\u4ee3\u308f\u308a\u306e\u7d19\u306f\u5f97\u610f\u5148\u3068\u76f8\u8ac7\u3059\u308b** \u2026 \u9055\u3044\u3092\u4f1d\u3048\u3001\u8a66\u3057\u5237\u308a\u306e\u8981\u5426\u3092\u542b\u3081\u3066\u5f97\u610f\u5148\u306b\u6c7a\u3081\u3066\u3082\u3089\u3044\u307e\u3059\n5. **\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u56de\u7b54\u3057\u3001\u5f15\u304d\u5f53\u3066\u308b** \u2026 \u4fa1\u683c\u3068\u7d0d\u671f\u306f\u55b6\u696d\u304c\u66f8\u304d\u8db3\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u76ee\u306e\u9055\u3044\u306f\u3001\u5237\u3063\u305f\u5f8c\u306e\u6298\u308a\u3084\u88fd\u672c\u3067\u5206\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u6570\u5b57\u306e\u9055\u3044\u3088\u308a\u3001\u76ee\u306e\u9055\u3044\u306e\u307b\u3046\u304c\u623b\u3063\u3066\u304d\u305f\u3068\u304d\u306e\u640d\u304c\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**2\u756a\u76ee\u3082\u3001\u5224\u306e\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u554f\u3044\u5408\u308f\u305b\u3067\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002** \u4e0b\u66f8\u304d\u306f\u5224\u3092\u805e\u304d\u8fd4\u3059\u5f62\u306b\u306a\u3063\u3066\u3044\u308b\u306f\u305a\u3067\u3059\u304c\u3001\u55b6\u696d\u304c\u96fb\u8a71\u306e\u30e1\u30e2\u306b\u5224\u3092\u66f8\u304d\u5fd8\u308c\u305f\u3060\u3051\u306e\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u5f97\u610f\u5148\u306e\u904e\u53bb\u306e\u6ce8\u6587\u306e\u5224\u3092\u898b\u3066\u3001\u805e\u304d\u8fd4\u3059\u304b\u3001\u55b6\u696d\u306e\u5224\u65ad\u3067\u5224\u3092\u5165\u308c\u3066\u5f15\u304d\u76f4\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5224\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u7c73\u576a\u3092\u8a08\u7b97\u305b\u305a\u3001\u5224\u3092\u805e\u304d\u8fd4\u3059\u9805\u76ee\u3092\u4e0b\u66f8\u304d\u306b\u5165\u308c\u308b |\n| \u7565\u79f0\u306e\u8f9e\u66f8\u306b\u7121\u3044\u9298\u67c4 | \u300c\u8f9e\u66f8\u306b\u7121\u3044\u9298\u67c4\u300d\u3068\u51fa\u3057\u3001\u55b6\u696d\u304c\u6b63\u5f0f\u540d\u3092\u9078\u3093\u3067\u8f9e\u66f8\u306e\u5019\u88dc\u306b\u8db3\u3059 |\n| \u7c73\u576a\u306e\u8a18\u9332\u304c\u7121\u3044\u54c1\u76ee\u3057\u304b\u7121\u3044 | \u300c\u7c73\u576a\u306e\u8a18\u9332\u306a\u3057\u300d\u3068\u3057\u3066\u5225\u306b\u4e26\u3079\u3001\u55b6\u696d\u304c\u54c1\u76ee\u306e\u8a18\u9332\u3092\u78ba\u304b\u3081\u308b |\n| \u4ee3\u308f\u308a\u306e\u7d19\u304c0\u4ef6 | \u7a2e\u985e\u306e\u6761\u4ef6\u3092\u5916\u3057\u305f\u4ef6\u6570\u3068\u3001\u5165\u8377\u306e\u4e88\u5b9a\u3092\u793a\u3059 |\n| \u7167\u4f1a\u3068\u7d22\u5f15\u306e\u5728\u5eab\u304c\u9055\u3046 | \u7167\u4f1a\u306e\u6570\u3092\u4f7f\u3044\u3001\u7d22\u5f15\u306f\u6b21\u306e\u53d6\u308a\u8fbc\u307f\u3067\u76f4\u308b |\n| \u65ad\u88c1\u3057\u305f\u5bf8\u6cd5\u306e\u554f\u3044\u5408\u308f\u305b | \u5224\u306e\u54c1\u76ee\u304b\u3089\u65ad\u88c1\u3067\u304d\u308b\u304b\u306f\u55b6\u696d\u304c\u6c7a\u3081\u308b\u3002\u5019\u88dc\u306b\u306f\u5224\u306e\u54c1\u76ee\u3068\u65ad\u88c1\u54c1\u3092\u5206\u3051\u3066\u4e26\u3079\u308b |\n| \u679a\u6570\u304c\u5728\u5eab\u3092\u8d85\u3048\u308b | \u51fa\u305b\u308b\u6570\u3068\u5165\u8377\u306e\u4e88\u5b9a\u3092\u4e26\u3079\u3001\u5206\u7d0d\u304b\u4ee3\u308f\u308a\u306e\u7d19\u304b\u3092\u55b6\u696d\u304c\u5f97\u610f\u5148\u3068\u6c7a\u3081\u308b |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u8fd4\u3089\u306a\u3044 | \u5019\u88dc\u306e\u4e00\u89a7\u3068\u9055\u3044\u3060\u3051\u3092\u51fa\u3057\u3001\u4e0b\u66f8\u304d\u306f\u55b6\u696d\u304c\u66f8\u304f |\n\n**2\u884c\u76ee\u306e\u8a18\u9332\u304c\u3001\u7565\u79f0\u306e\u8f9e\u66f8\u3092\u80b2\u3066\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** 1\u884c\u76ee\u306f\u3001\u5224\u3092\u63a8\u3057\u91cf\u3089\u305a\u306b\u805e\u304d\u8fd4\u3059\u305f\u3081\u306e\u884c\u3067\u3059\u3002**\u300c110kg \u306a\u3089\u56db\u516d\u5224\u3060\u308d\u3046\u300d\u3068\u6c7a\u3081\u3066\u8a08\u7b97\u3059\u308b\u3068\u3001\u83ca\u5224\u306e\u7d19\u3092\u63a2\u3057\u3066\u3044\u305f\u5f97\u610f\u5148\u306b\u3001\u539a\u3055\u306e\u9055\u3046\u7d19\u3092\u51fa\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**","log_storage":"- \u554f\u3044\u5408\u308f\u305b\u3054\u3068\u306e\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u6587\uff08\u5f97\u610f\u5148\u306e\u540d\u524d\u3092\u4f0f\u305b\u305f\u3082\u306e\uff09\u30011\u56de\u76ee\u306e JSON\u3001\u55b6\u696d\u304c\u76f4\u3057\u305f\u7b87\u6240\n- \u8a08\u7b97\u3057\u305f\u7c73\u576a\u3068\u4f7f\u3063\u305f\u5224\u3001\u691c\u7d22\u306e\u6761\u4ef6\u3068\u5019\u88dc\u30012\u56de\u76ee\u306e JSON \u3068\u7167\u5408\u306e\u7d50\u679c\n- \u5f97\u610f\u5148\u304c\u4ee3\u308f\u308a\u306e\u7d19\u3092\u63a1\u3063\u305f\u304b\u3001\u65ad\u3063\u305f\u304b\u3001\u305d\u306e\u7406\u7531\n- \u56de\u7b54\u3057\u305f\u54c1\u76ee\u3068\u3001\u305d\u306e\u5f8c\u306e\u8fd4\u54c1\u3084\u5237\u308a\u76f4\u3057\u306e\u9023\u7d61\u306e\u6709\u7121\n\n**3\u3064\u76ee\u306f\u3001\u4ee3\u308f\u308a\u306e\u7d19\u306e\u4e26\u3079\u65b9\u3092\u898b\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7c73\u576a\u304c\u8fd1\u304f\u3066\u3082\u65ad\u3089\u308c\u7d9a\u3051\u308b\u7d44\u307f\u5408\u308f\u305b\u304c\u3042\u308c\u3070\u3001**\u7d19\u306e\u7a2e\u985e\u306e\u5206\u3051\u65b9\u304c\u7c97\u3059\u304e\u307e\u3059\u3002** \u7a2e\u985e\u3092\u7d30\u304b\u304f\u5206\u3051\u308b\u304b\u3001\u65ad\u3089\u308c\u305f\u7d44\u3092\u8a18\u9332\u3057\u3066\u4e26\u3079\u65b9\u306b\u623b\u3057\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":1200,"assumption_workdays":22,"volume_month":1200,"before_minutes_per_case":6,"after_minutes_per_case":2,"hourly_cost":2800,"before_hours_month":120,"after_hours_month":40,"saved_hours_month":80,"reduction_rate":67,"saved_hours_year":960,"annual_cost_effect":2688000,"summary":"\u5370\u5237\u4f1a\u793e\u30fb\u88fd\u672c\u4f1a\u793e\u304b\u3089\u5c4a\u304f\u300c\u3053\u306e\u7d19\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u7121\u3051\u308c\u3070\u4ee3\u308f\u308a\u306f\u300d\u3068\u3044\u3046\u554f\u3044\u5408\u308f\u305b\u3092\u3001\u9298\u67c4\u30fb\u7d19\u306e\u7a2e\u985e\u30fb\u9023\u91cf\u3068\u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u30fb\u679a\u6570\u306b\u8aad\u307f\u66ff\u3048\u3001\u5728\u5eab\u3092\u63a2\u3057\u307e\u3059\u3002\u6b20\u54c1\u306e\u3068\u304d\u306f\u3001\u4ee3\u308f\u308a\u306e\u7d19\u306e\u5019\u88dc\u3092\u9055\u3044\u3092\u6dfb\u3048\u3066\u4e26\u3079\u307e\u3059\u3002","before_flow":"1. \u55b6\u696d\u306e\u62c5\u5f53\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u3001\u9298\u67c4\u30fb\u9023\u91cf\u30fb\u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u30fb\u679a\u6570\u30fb\u7d0d\u671f\u3092\u30e1\u30e2\u3059\u308b\n2. \u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3092\u9298\u67c4\u3067\u5f15\u304f\u3002\u7565\u79f0\u3067\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u6b63\u5f0f\u540d\u3092\u601d\u3044\u51fa\u3057\u3066\u5f15\u304d\u76f4\u3059\n3. \u5224\u304c\u9055\u3046\u9023\u91cf\u3067\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u982d\u306e\u4e2d\u304b\u63db\u7b97\u8868\u3067\u76f4\u3057\u3066\u304b\u3089\u54c1\u76ee\u3092\u63a2\u3059\n4. \u5009\u5eab\u3054\u3068\u306e\u5728\u5eab\u3068\u3001\u5f15\u304d\u5f53\u3066\u6e08\u307f\u306e\u6570\u3092\u898b\u3066\u3001\u51fa\u305b\u308b\u6570\u3092\u78ba\u304b\u3081\u308b\n5. \u6b20\u54c1\u306a\u3089\u3001\u540c\u3058\u7a2e\u985e\u3067\u539a\u3055\u306e\u8fd1\u3044\u9298\u67c4\u3092\u601d\u3044\u6d6e\u304b\u3079\u30011\u3064\u305a\u3064\u5728\u5eab\u3092\u5f15\u304f\n6. \u5728\u5eab\u3068\u7d0d\u671f\u3001\u4ee3\u308f\u308a\u306e\u7d19\u306e\u5019\u88dc\u3092\u56de\u7b54\u3059\u308b\n\n**\uff08a\uff09\u7565\u79f0\u3068\u5224\u306e\u9055\u3044\u3067\u5728\u5eab\u304c\u5f15\u3051\u306a\u3044\u3002** 2\u756a\u76ee\u30683\u756a\u76ee\u3067\u3001\u7565\u79f0\u306e\u6b63\u5f0f\u540d\u3092\u601d\u3044\u51fa\u305b\u306a\u3044\u3001\u56db\u516d\u5224\u306e\u9023\u91cf\u3092\u83ca\u5224\u306e\u54c1\u76ee\u3067\u63a2\u3059\u3001\u3068\u3044\u3046\u5f15\u304d\u9055\u3044\u304c\u8d77\u304d\u307e\u3059\u3002**\u5728\u5eab\u304c\u3042\u308b\u306e\u306b\u300c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u7b54\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08b\uff09\u76ee\u306e\u53d6\u308a\u9055\u3048\u3002** \u7e26\u76ee\u3068\u6a2a\u76ee\u306f\u3001\u300cT\u76ee\u300d\u300cY\u76ee\u300d\u300c\u30bf\u30c6\u300d\u300c\u30e8\u30b3\u300d\u300c\u7e26\u300d\u300c\u6a2a\u300d\u3068\u66f8\u304d\u65b9\u304c\u3070\u3089\u3070\u3089\u3067\u3059\u3002**\u88fd\u672c\u3067\u306f\u7d19\u306e\u76ee\u304c\u4ed5\u4e0a\u304c\u308a\u306b\u95a2\u308f\u308b\u306e\u3067\u3001\u76ee\u3092\u53d6\u308a\u9055\u3048\u305f\u7d19\u3092\u51fa\u3059\u3068\u5237\u308a\u76f4\u3057\u306b\u306a\u308a\u304b\u306d\u307e\u305b\u3093\u3002**\n\n**\uff08c\uff09\u4ee3\u308f\u308a\u306e\u7d19\u304c\u30d9\u30c6\u30e9\u30f3\u983c\u307f\u3002** 5\u756a\u76ee\u306f\u3001\u9298\u67c4\u306e\u7279\u5fb4\u3092\u899a\u3048\u3066\u3044\u308b\u55b6\u696d\u306b\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3002**\u30d9\u30c6\u30e9\u30f3\u304c\u5916\u56de\u308a\u306e\u65e5\u306f\u3001\u4ee3\u308f\u308a\u306e\u7d19\u306e\u76f8\u8ac7\u304c\u7fcc\u65e5\u306b\u56de\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u96fb\u8a71\u304c\u9014\u5207\u308c\u306a\u3044\u3002** 1\u4ef66\u5206\u306e\u554f\u3044\u5408\u308f\u305b\u304c1\u65e5\u306b50\u4ef6\u3092\u8d85\u3048\u307e\u3059\u3002**\u8abf\u3079\u3066\u3044\u308b\u3042\u3044\u3060\u306b\u6b21\u306e\u96fb\u8a71\u304c\u9cf4\u308a\u3001\u6298\u308a\u8fd4\u3057\u304c\u9045\u308c\u307e\u3059\u3002**","before_flow_steps":["\u55b6\u696d\u306e\u62c5\u5f53\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u3001\u9298\u67c4\u30fb\u9023\u91cf\u30fb\u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u30fb\u679a\u6570\u30fb\u7d0d\u671f\u3092\u30e1\u30e2\u3059\u308b","\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3092\u9298\u67c4\u3067\u5f15\u304f\u3002\u7565\u79f0\u3067\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u6b63\u5f0f\u540d\u3092\u601d\u3044\u51fa\u3057\u3066\u5f15\u304d\u76f4\u3059","\u5224\u304c\u9055\u3046\u9023\u91cf\u3067\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u982d\u306e\u4e2d\u304b\u63db\u7b97\u8868\u3067\u76f4\u3057\u3066\u304b\u3089\u54c1\u76ee\u3092\u63a2\u3059","\u5009\u5eab\u3054\u3068\u306e\u5728\u5eab\u3068\u3001\u5f15\u304d\u5f53\u3066\u6e08\u307f\u306e\u6570\u3092\u898b\u3066\u3001\u51fa\u305b\u308b\u6570\u3092\u78ba\u304b\u3081\u308b","\u6b20\u54c1\u306a\u3089\u3001\u540c\u3058\u7a2e\u985e\u3067\u539a\u3055\u306e\u8fd1\u3044\u9298\u67c4\u3092\u601d\u3044\u6d6e\u304b\u3079\u30011\u3064\u305a\u3064\u5728\u5eab\u3092\u5f15\u304f","\u5728\u5eab\u3068\u7d0d\u671f\u3001\u4ee3\u308f\u308a\u306e\u7d19\u306e\u5019\u88dc\u3092\u56de\u7b54\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u55b6\u696d\u306e\u62c5\u5f53\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u672c\u6587\u304b\u96fb\u8a71\u306e\u30e1\u30e2\u3092\u753b\u9762\u306b\u8cbc\u308a\u3001\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u3092\u62bc\u3059\uff08\u53d7\u767a\u6ce8\u306e\u753b\u9762\u304b\u3089\u306e\u3082\u306e\u306f\u81ea\u52d5\u3067\u52d5\u304f\uff09\n2. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u3001\u9298\u67c4\u30fb\u7d19\u306e\u7a2e\u985e\u30fb\u9023\u91cf\u30fb\u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u30fb\u679a\u6570\u30fb\u7d0d\u671f\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059\n3. **\u3010\u81ea\u52d5\u3011** Lambda \u304c\u9023\u91cf\u3068\u5224\u304b\u3089\u7c73\u576a\u3092\u8a08\u7b97\u3057\u3001\u76ee\u3068\u5224\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b\n4. **\u3010\u81ea\u52d5\u3011** OpenSearch \u304c\u5546\u54c1\u306e\u7d22\u5f15\u3092\u3001\u9298\u67c4\u306e\u7565\u79f0\u3092\u305d\u308d\u3048\u3066\u5f15\u304d\u3001\u5728\u5eab\u306e\u3042\u308b\u54c1\u76ee\u3092\u8fd4\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u6b20\u54c1\u306e\u3068\u304d\u306f\u3001\u540c\u3058\u7a2e\u985e\u30fb\u540c\u3058\u76ee\u30fb\u540c\u3058\u5224\u3067\u3001\u7c73\u576a\u306e\u8fd1\u3044\u3082\u306e\u307b\u3069\u4e0a\u306b\u6765\u308b\u3088\u3046\u306b\u4ee3\u308f\u308a\u306e\u7d19\u3092\u5f15\u304f\n6. **\u3010\u81ea\u52d5\u3011** \u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u3001\u5019\u88dc\u306e\u54c1\u76ee\u306e\u51fa\u305b\u308b\u6570\u3092\u7167\u4f1a\u3059\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u5019\u88dc\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3001\u5143\u306e\u7d19\u3068\u306e\u9055\u3044\u3068\u805e\u304d\u8fd4\u3059\u3079\u304d\u9805\u76ee\u3092\u66f8\u3044\u305f\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u55b6\u696d\u306e\u62c5\u5f53\u304c\u5019\u88dc\u3068\u9055\u3044\u3092\u78ba\u304b\u3081\u3001\u4ee3\u308f\u308a\u306e\u7d19\u306f\u5370\u5237\u4f1a\u793e\u3068\u76f8\u8ac7\u3057\u3066\u56de\u7b54\u3059\u308b\n\n**3\u756a\u76ee\u306e\u7c73\u576a\u306e\u8a08\u7b97\u3092AI\u306b\u3055\u305b\u306a\u3044\u306e\u306f\u3001\u8a08\u7b97\u306e\u8aa4\u308a\u304c\u898b\u3048\u306b\u304f\u3044\u304b\u3089\u3067\u3059\u3002** \u9023\u91cf\u3068\u5224\u306e\u9762\u7a4d\u304b\u3089\u306e\u8a08\u7b97\u306f\u3001Lambda \u306e\u5f0f\u3067\u6c7a\u307e\u3063\u305f\u7b54\u3048\u304c\u51fa\u307e\u3059\u3002**AI\u304c\u8a08\u7b97\u3059\u308b\u3068\u3001\u6841\u3084\u5224\u306e\u53d6\u308a\u9055\u3048\u304c\u6587\u306e\u4e2d\u306b\u7d1b\u308c\u307e\u3059\u3002**\n\n**5\u756a\u76ee\u3067\u300c\u8fd1\u3044\u307b\u3069\u4e0a\u300d\u306b\u3059\u308b\u306e\u306f\u3001\u3061\u3087\u3046\u3069\u540c\u3058\u7c73\u576a\u306e\u7d19\u304c\u7121\u3044\u3053\u3068\u306e\u307b\u3046\u304c\u591a\u3044\u304b\u3089\u3067\u3059\u3002** \u7c73\u576a\u3067\u7d5e\u308a\u8fbc\u3080\u3068\u30012g\u9055\u3046\u3060\u3051\u306e\u7d19\u304c\u5019\u88dc\u304b\u3089\u6d88\u3048\u307e\u3059\u3002**\u8fd1\u3055\u3067\u4e26\u3079\u3001\u9055\u3044\u3092\u6570\u5b57\u3067\u793a\u3057\u3066\u3001\u4f7f\u3048\u308b\u304b\u306f\u4eba\u304c\u6c7a\u3081\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u55b6\u696d\u306e\u62c5\u5f53\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u672c\u6587\u304b\u96fb\u8a71\u306e\u30e1\u30e2\u3092\u753b\u9762\u306b\u8cbc\u308a\u3001\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u3092\u62bc\u3059\uff08\u53d7\u767a\u6ce8\u306e\u753b\u9762\u304b\u3089\u306e\u3082\u306e\u306f\u81ea\u52d5\u3067\u52d5\u304f\uff09","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u3001\u9298\u67c4\u30fb\u7d19\u306e\u7a2e\u985e\u30fb\u9023\u91cf\u30fb\u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u30fb\u679a\u6570\u30fb\u7d0d\u671f\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** Lambda \u304c\u9023\u91cf\u3068\u5224\u304b\u3089\u7c73\u576a\u3092\u8a08\u7b97\u3057\u3001\u76ee\u3068\u5224\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b","**\u3010\u81ea\u52d5\u3011** OpenSearch \u304c\u5546\u54c1\u306e\u7d22\u5f15\u3092\u3001\u9298\u67c4\u306e\u7565\u79f0\u3092\u305d\u308d\u3048\u3066\u5f15\u304d\u3001\u5728\u5eab\u306e\u3042\u308b\u54c1\u76ee\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u6b20\u54c1\u306e\u3068\u304d\u306f\u3001\u540c\u3058\u7a2e\u985e\u30fb\u540c\u3058\u76ee\u30fb\u540c\u3058\u5224\u3067\u3001\u7c73\u576a\u306e\u8fd1\u3044\u3082\u306e\u307b\u3069\u4e0a\u306b\u6765\u308b\u3088\u3046\u306b\u4ee3\u308f\u308a\u306e\u7d19\u3092\u5f15\u304f","**\u3010\u81ea\u52d5\u3011** \u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u3001\u5019\u88dc\u306e\u54c1\u76ee\u306e\u51fa\u305b\u308b\u6570\u3092\u7167\u4f1a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u5019\u88dc\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3001\u5143\u306e\u7d19\u3068\u306e\u9055\u3044\u3068\u805e\u304d\u8fd4\u3059\u3079\u304d\u9805\u76ee\u3092\u66f8\u3044\u305f\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u55b6\u696d\u306e\u62c5\u5f53\u304c\u5019\u88dc\u3068\u9055\u3044\u3092\u78ba\u304b\u3081\u3001\u4ee3\u308f\u308a\u306e\u7d19\u306f\u5370\u5237\u4f1a\u793e\u3068\u76f8\u8ac7\u3057\u3066\u56de\u7b54\u3059\u308b"],"architecture":"```\n\u8ca9\u58f2\u3068\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08\u54c1\u76ee\u30fb\u9298\u67c4\u30fb\u7a2e\u985e\u30fb\u9023\u91cf\u30fb\u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u30fb\u5009\u5eab\u3054\u3068\u306e\u5728\u5eab\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u30111\u6642\u9593\u3054\u3068\u306e\u53d6\u308a\u8fbc\u307f\uff08\u54c1\u76ee\u306e\u8ffd\u52a0\u30fb\u5728\u5eab\u306e\u5909\u5316\uff09\nAWS Lambda \u2500\u2500 \u9023\u91cf\u3068\u5224\u304b\u3089\u7c73\u576a\u3092\u8a08\u7b97\u3057\u3001\u76ee\u30fb\u5224\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b\n   \u25bc\nAmazon OpenSearch Service\n   \u2502   \u5546\u54c1\u306e\u7d22\u5f15\uff1a\u9298\u67c4\uff08kuromoji\uff0b\u7565\u79f0\u306e\u8f9e\u66f8\uff09\u30fb\u7a2e\u985e\u30fb\u7c73\u576a\u30fb\u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\n   \u2502               \u5728\u5eab\u306e\u6709\u7121\u30fb\u5009\u5eab\u30fb\u88fd\u7d19\u4f1a\u793e\n   \u25bc\u3010\u4eba\u3011\u55b6\u696d\u306e\u62c5\u5f53\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u8cbc\u308b\nAWS Lambda\n   \u251c\u2500\u2500\u25b6 Claude\uff08Amazon Bedrock\uff09\u2500\u2500 \u554f\u3044\u5408\u308f\u305b\u3092\u6761\u4ef6\u306b\u8aad\u307f\u66ff\u3048\u308b\n   \u251c\u2500\u2500\u25b6 \u7c73\u576a\u306e\u8a08\u7b97 \u2500\u2500\u25b6 OpenSearch \u2500\u2500 \u5728\u5eab\u3092\u5f15\u304f\uff0f\u4ee3\u308f\u308a\u306e\u7d19\u3092\u7c73\u576a\u306e\u8fd1\u3055\u3067\u5f15\u304f\n   \u251c\u2500\u2500\u25b6 \u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f \u2500\u2500 \u51fa\u305b\u308b\u6570\u306e\u7167\u4f1a\n   \u251c\u2500\u2500\u25b6 Claude\uff08Amazon Bedrock\uff09\u2500\u2500 \u8a18\u9332\u306e\u307e\u307e\u56de\u7b54\u306e\u4e0b\u66f8\u304d\n   \u25bc\n\u55b6\u696d\u306e\u753b\u9762 \u2500\u2500\u3010\u4eba\u3011\u78ba\u304b\u3081\u3066\u56de\u7b54\uff0f\u5f15\u304d\u5f53\u3066\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Amazon OpenSearch Service\uff08kuromoji\u3001synonym_graph\u3001function_score \u306e gauss\uff09 | Azure AI Search\u3001Vertex AI Search\uff08Agent Search\uff09 |\n| \u751f\u6210AI | Claude\uff08Amazon Bedrock \u306e Converse API\u3001\u69cb\u9020\u5316\u51fa\u529b\uff09 | Azure OpenAI\uff08Microsoft Foundry\uff09\u3001OpenAI API |\n| \u9023\u643a | AWS Lambda\uff08\u53d6\u308a\u8fbc\u307f\u3001\u7c73\u576a\u306e\u8a08\u7b97\u3001\u8aad\u307f\u66ff\u3048\u3068\u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u3001\u5728\u5eab\u306e\u7167\u4f1a\uff09 | AWS Step Functions |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u53d6\u308a\u8fbc\u307f\u306e\u5199\u3057\u3001\u7565\u79f0\u306e\u8f9e\u66f8\u306e\u5143\u3001\u554f\u3044\u5408\u308f\u305b\u3068\u5019\u88dc\u3068\u4e0b\u66f8\u304d\u306e\u8a18\u9332\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u8ca9\u58f2\u3068\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5f15\u304d\u5f53\u3066\u3068\u53d7\u6ce8\u306e\u767b\u9332\u306f\u3001\u55b6\u696d\u306e\u62c5\u5f53\u304c\u3044\u3064\u3082\u306e\u753b\u9762\u3067\u884c\u3044\u307e\u3059\u3002\n\n**\u65e5\u672c\u8a9e\u306e\u9298\u67c4\u540d\u3092\u5f15\u304f\u306b\u306f\u3001\u5f62\u614b\u7d20\u89e3\u6790\u3068\u6587\u5b57\u306e\u6b63\u898f\u5316\u304c\u8981\u308a\u307e\u3059\u3002** AWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001OpenSearch Service \u306e\u30c9\u30e1\u30a4\u30f3\u306b\u306f Japanese\uff08kuromoji\uff09\u3068 ICU \u306e\u89e3\u6790\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u5168\u30c9\u30e1\u30a4\u30f3\u306b\u542b\u307e\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u9298\u67c4\u540d\u306f kuromoji \u3067\u533a\u5207\u308a\u3001\u5168\u89d2\u3068\u534a\u89d2\u306e\u6df7\u3056\u3063\u305f\u8868\u8a18\u306f ICU \u3067\u305d\u308d\u3048\u307e\u3059\u3002**\n\n**\u9298\u67c4\u306e\u7565\u79f0\u306f\u3001\u8f9e\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** AWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u540c\u7fa9\u8a9e\u306a\u3069\u306e\u8f9e\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3092 S3 \u304b\u3089\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307f\u3001\u30c9\u30e1\u30a4\u30f3\u306b\u95a2\u9023\u4ed8\u3051\u308b\u3068\u3001`synonyms_path` \u306b `analyzers\/<\u30d1\u30c3\u30b1\u30fc\u30b8\u306e ID>` \u3092\u6307\u5b9a\u3057\u3066\u4f7f\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u55b6\u696d\u304c\u300c\u3053\u306e\u7565\u79f0\u3067\u51fa\u306a\u304b\u3063\u305f\u300d\u3068\u6c17\u3065\u3044\u305f\u3089\u8f9e\u66f8\u306b\u8db3\u3059\u904b\u7528\u306b\u3057\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u30021\u6642\u9593\u3054\u3068\u306e\u5546\u54c1\u3068\u5728\u5eab\u306e\u53d6\u308a\u8fbc\u307f\u3068\u3001\u55b6\u696d\u306e\u62c5\u5f53\u306e\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u3067\u3059\u3002**\n\n\u53d6\u308a\u8fbc\u307f\u306f\u3001\u8ca9\u58f2\u3068\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u3001\u54c1\u76ee\u306e\u8ffd\u52a0\u3068\u5728\u5eab\u306e\u5909\u5316\u3092\u66f8\u304d\u51fa\u3057\u3066\u7d22\u5f15\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002**\u7d22\u5f15\u306e\u5728\u5eab\u306f\u300c\u3042\u308b\u304b\u7121\u3044\u304b\u300d\u306e\u76ee\u5b89\u306b\u3060\u3051\u4f7f\u3044\u3001\u56de\u7b54\u306b\u66f8\u304f\u6570\u306f\u5fc5\u305a\u7167\u4f1a\u3067\u53d6\u308a\u76f4\u3057\u307e\u3059\u3002** 1\u6642\u9593\u306e\u9593\u306b\u5225\u306e\u55b6\u696d\u304c\u5f15\u304d\u5f53\u3066\u305f\u5206\u306f\u3001\u7d22\u5f15\u306b\u306f\u5165\u3063\u3066\u3044\u306a\u3044\u304b\u3089\u3067\u3059\u3002\n\n\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u306f\u3001\u55b6\u696d\u306e\u62c5\u5f53\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u8cbc\u308b\u304b\u96fb\u8a71\u306e\u30e1\u30e2\u3092\u6253\u3061\u8fbc\u3093\u3060\u5f8c\u306b\u62bc\u3057\u307e\u3059\u3002**\u53d7\u767a\u6ce8\u306e\u753b\u9762\u304b\u3089\u6765\u305f\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u54c1\u76ee\u306e\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u308c\u3070\u305d\u306e\u307e\u307e\u7167\u4f1a\u3057\u3001\u81ea\u7531\u8a18\u8ff0\u306a\u3089\u8aad\u307f\u66ff\u3048\u304b\u3089\u52d5\u304b\u3057\u307e\u3059\u3002** FAX \u306f\u62c5\u5f53\u8005\u304c\u8aad\u3093\u3067\u6253\u3061\u8fbc\u307f\u307e\u3059\u3002\u7565\u79f0\u306e\u8f9e\u66f8\u306f\u9031\u306b1\u56de\u66f4\u65b0\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 | \u5f97\u610f\u5148\u306e\u8a00\u8449\u306e\u307e\u307e\u306e\u672c\u6587\u3001\u307e\u305f\u306f\u96fb\u8a71\u306e\u30e1\u30e2 | \u55b6\u696d\u304c\u8cbc\u308b\u30fb\u6253\u3061\u8fbc\u3080\uff0f\u53d7\u767a\u6ce8\u306e\u753b\u9762 |\n| \u54c1\u76ee | \u54c1\u76ee\u306e\u756a\u53f7\u3001\u9298\u67c4\u3001\u88fd\u7d19\u4f1a\u793e\u3001\u7d19\u306e\u7a2e\u985e\uff08\u30b3\u30fc\u30c8\u30fb\u30de\u30c3\u30c8\u30fb\u4e0a\u8cea\u306a\u3069\uff09\u3001\u9023\u91cf\u3001\u5224\u3001\u76ee\u3001\u5bf8\u6cd5\u3001\u5305\u88c5\u306e\u679a\u6570 | \u8ca9\u58f2\u3068\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u5728\u5eab | \u5009\u5eab\u3054\u3068\u306e\u5728\u5eab\u3001\u5f15\u304d\u5f53\u3066\u6e08\u307f\u306e\u6570\u3001\u5165\u8377\u306e\u4e88\u5b9a | \u8ca9\u58f2\u3068\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08\u7167\u4f1a\uff09 |\n| \u5224\u306e\u5bf8\u6cd5\u306e\u8868 | \u56db\u516d\u5224\u30fb\u83ca\u5224\u30fbA\u5224\u30fbB\u5224\u306a\u3069\u306e\u5bf8\u6cd5\u3068\u9762\u7a4d | \u55b6\u696d\u3067\u4f5c\u308b\u8868 |\n| \u7565\u79f0\u306e\u8f9e\u66f8 | \u9298\u67c4\u306e\u6b63\u5f0f\u540d\u3068\u3001\u5f97\u610f\u5148\u304c\u4f7f\u3046\u7565\u79f0\u30fb\u65e7\u540d | \u55b6\u696d\u3067\u4f5c\u308b\u8868 |\n| \u76ee\u3068\u5224\u306e\u66f8\u304d\u65b9\u306e\u8868 | \u300cT\u76ee\u300d\u300c\u30bf\u30c6\u300d\u300c\u7e26\u300d\u3001\u300cY\u76ee\u300d\u300c\u30e8\u30b3\u300d\u300c\u6a2a\u300d\u306a\u3069\u306e\u66f8\u304d\u65b9\u3068\u3001\u305d\u308d\u3048\u305f\u5024 | \u55b6\u696d\u3067\u4f5c\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5224\u306e\u5bf8\u6cd5\u306e\u8868\u3067\u3059\u3002** \u7c73\u576a\u306e\u8a08\u7b97\u306f\u3053\u306e\u8868\u306e\u9762\u7a4d\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002**\u65ad\u88c1\u3057\u305f\u5bf8\u6cd5\u306e\u54c1\u76ee\u306f\u3001\u5224\u3067\u306f\u306a\u304f\u5b9f\u969b\u306e\u5bf8\u6cd5\u306e\u9762\u7a4d\u3067\u8a08\u7b97\u3057\u307e\u3059\u3002** \u8868\u306b\u7121\u3044\u5224\u306e\u54c1\u76ee\u306f\u3001\u7c73\u576a\u3092\u7a7a\u306e\u307e\u307e\u6b8b\u3057\u307e\u3059\u3002\n\n**\u5f97\u610f\u5148\u306e\u540d\u524d\u3068\u62c5\u5f53\u8005\u306e\u540d\u524d\u306f\u3001\u751f\u6210AI\u306b\u6e21\u3057\u307e\u305b\u3093\u3002** \u554f\u3044\u5408\u308f\u305b\u306e\u672c\u6587\u306b\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u4f0f\u305b\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u3069\u3046\u53d6\u308b\u304b |\n|:--|:--|:--|\n| \u9298\u67c4\u3067\u5408\u3046\u54c1\u76ee | \u5546\u54c1\u306e\u7d22\u5f15 | `match`\uff08`brand`\u3002\u691c\u7d22\u306e\u5206\u6790\u5668\u3067\u7565\u79f0\u306e\u8f9e\u66f8\u3092\u4f7f\u3046\uff09 |\n| \u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u306e\u5408\u3046\u54c1\u76ee | \u5546\u54c1\u306e\u7d22\u5f15 | `filter` \u306e `term`\uff08`size_class`\u30fb`grain`\uff09 |\n| \u7c73\u576a\u306e\u8fd1\u3044\u4ee3\u308f\u308a\u306e\u7d19 | \u5546\u54c1\u306e\u7d22\u5f15 | `function_score` \u306e `gauss`\uff08`basis_weight`\u3002\u5143\u306e\u7d19\u306e\u7c73\u576a\u3092\u4e2d\u5fc3\u306b\uff09 |\n| \u540c\u3058\u7a2e\u985e\u306e\u7d19 | \u5546\u54c1\u306e\u7d22\u5f15 | `filter` \u306e `term`\uff08`paper_type`\uff09 |\n| \u7c73\u576a\u306e\u8a18\u9332\u304c\u3042\u308b\u54c1\u76ee | \u5546\u54c1\u306e\u7d22\u5f15 | `filter` \u306e `exists`\uff08`basis_weight`\uff09 |\n\n**\u4ee3\u308f\u308a\u306e\u7d19\u306f `function_score` \u306e `gauss` \u3067\u7c73\u576a\u306e\u8fd1\u3055\u3092\u70b9\u6570\u306b\u3057\u307e\u3059\u3002** OpenSearch \u306e\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u6e1b\u8870\u306e\u95a2\u6570\u306f `origin` \u304b\u3089\u306e\u8ddd\u96e2\u3067\u70b9\u6570\u3092\u4e0b\u3052\u3001`offset` \u306e\u5185\u5074\u306f\u70b9\u65701\u3001`scale`\uff0b`offset` \u306e\u8ddd\u96e2\u3067 `decay`\uff08\u65e2\u5b9a0.5\uff09\u306e\u70b9\u6570\u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5143\u306e\u7d19\u306e\u7c73\u576a\u3092 `origin` \u306b\u3001\u00b12g \u3092 `offset` \u306b\u30018g \u3092 `scale` \u306b\u3059\u308b\u3068\u3001\u00b12g \u306f\u540c\u3058\u6271\u3044\u3001\u00b110g \u3067\u70b9\u6570\u304c\u534a\u5206\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u3053\u3053\u3067\u5927\u4e8b\u306a\u306e\u304c\u3001`exists` \u306e\u7d5e\u308a\u8fbc\u307f\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001**\u6e1b\u8870\u306e\u95a2\u6570\u306f\u9805\u76ee\u306e\u7121\u3044\u6587\u66f8\u306b\u70b9\u65701\u3092\u8fd4\u3059**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7c73\u576a\u304c\u7a7a\u306e\u54c1\u76ee\u306f\u3001\u5143\u306e\u7d19\u3068\u3061\u3087\u3046\u3069\u540c\u3058\u7c73\u576a\u306e\u54c1\u76ee\u3068\u540c\u3058\u70b9\u6570\u3067\u4e0a\u4f4d\u306b\u4e26\u3073\u307e\u3059\u3002**`exists` \u3067\u7c73\u576a\u306e\u3042\u308b\u54c1\u76ee\u306b\u7d5e\u308a\u3001\u7a7a\u306e\u54c1\u76ee\u306f\u5225\u306b\u300c\u7c73\u576a\u306e\u8a18\u9332\u306a\u3057\u300d\u3068\u3057\u3066\u51fa\u3057\u307e\u3059\u3002**\n\n```json\nGET \/papers\/_search\n{\n  \"size\": 10,\n  \"query\": { \"function_score\": {\n    \"query\": { \"bool\": {\n      \"filter\": [\n        { \"term\":   { \"paper_type\": \"matte\" } },\n        { \"term\":   { \"grain\": \"T\" } },\n        { \"term\":   { \"size_class\": \"shiroku\" } },\n        { \"term\":   { \"in_stock\": true } },\n        { \"exists\": { \"field\": \"basis_weight\" } } ],\n      \"must_not\": [ { \"term\": { \"item_no\": \"\u5143\u306e\u54c1\u76ee\u306e\u756a\u53f7\" } } ] } },\n    \"functions\": [\n      { \"gauss\": { \"basis_weight\": { \"origin\": 104.7, \"offset\": 2, \"scale\": 8, \"decay\": 0.5 } } } ],\n    \"boost_mode\": \"replace\" } }\n}\n```\n\n**\u5224\u30fb\u76ee\u30fb\u7a2e\u985e\u30fb\u5728\u5eab\u306f `filter` \u306b\u7f6e\u304d\u307e\u3059\u3002** \u70b9\u6570\u306b\u95a2\u308f\u3089\u306a\u3044\u7d5e\u308a\u8fbc\u307f\u306a\u306e\u3067\u3001\u7c73\u576a\u306e\u8fd1\u3055\u306e\u9806\u3092\u304f\u305a\u3057\u307e\u305b\u3093\u3002**\u76ee\u3092\u7d5e\u308a\u8fbc\u307f\u306b\u5165\u308c\u308b\u306e\u306f\u3001\u76ee\u306e\u9055\u3046\u7d19\u3092\u300c\u8fd1\u3044\u7d19\u300d\u3068\u3057\u3066\u4e0a\u306b\u51fa\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u76ee\u306e\u9055\u3046\u7d19\u3082\u898b\u305f\u3044\u3068\u3044\u3046\u5f97\u610f\u5148\u306b\u306f\u3001\u76ee\u306e\u6761\u4ef6\u3092\u5916\u3057\u305f2\u56de\u76ee\u306e\u691c\u7d22\u3092\u5225\u306b\u793a\u3057\u3001\u753b\u9762\u3067\u5206\u3051\u3066\u4e26\u3079\u307e\u3059\u3002\n\n**`boost_mode` \u306f `replace` \u306b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`boost_mode` \u306e\u65e2\u5b9a\u306f `multiply` \u3067\u3001`replace` \u306b\u3059\u308b\u3068\u554f\u3044\u5408\u308f\u305b\u306e\u70b9\u6570\u3092\u7121\u8996\u3057\u3066\u95a2\u6570\u306e\u70b9\u6570\u3060\u3051\u3092\u4f7f\u3046\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u7d5e\u308a\u8fbc\u307f\u3060\u3051\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u306f\u554f\u3044\u5408\u308f\u305b\u306e\u70b9\u6570\u306b\u610f\u5473\u304c\u7121\u3044\u306e\u3067\u3001\u7c73\u576a\u306e\u8fd1\u3055\u3060\u3051\u3067\u4e26\u3079\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u7c73\u576a\u3092\u8a08\u7b97\u3059\u308b** \u2026 \u54c1\u76ee\u306e\u9023\u91cf\u3068\u5224\u306e\u9762\u7a4d\u304b\u3089\u3001\u7c73\u576a\uff1d\u9023\u91cf\u00f7\uff08\u9762\u7a4d\u00d71,000\u679a\uff09\u3067\u8a08\u7b97\u3057\u3001\u5c0f\u65701\u6841\u3067\u6301\u3061\u307e\u3059\n2. **\u5224\u3068\u76ee\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c\u56db\u516d\u300d\u300c4\/6\u300d\u300c46\u5224\u300d\u3092 `shiroku`\u3001\u300cT\u76ee\u300d\u300c\u30bf\u30c6\u300d\u300c\u7e26\u76ee\u300d\u3092 `T` \u306b\u3057\u307e\u3059\n3. **\u5143\u306e\u7c73\u576a\u3092\u6b8b\u3059** \u2026 \u88fd\u7d19\u4f1a\u793e\u304c\u7c73\u576a\u3092\u793a\u3057\u3066\u3044\u308b\u9298\u67c4\u306f\u3001\u305d\u306e\u5024\u3092 `basis_weight_maker` \u306b\u6b8b\u3057\u3001\u8a08\u7b97\u306e\u5024\u3068\u4e26\u3079\u307e\u3059\n4. **\u677f\u7d19\u3092\u5206\u3051\u308b** \u2026 \u4e94\u689d\u88fd\u7d19\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u677f\u7d19\u306e1\u9023\u306f100\u679a\u3067\u3001\u677f\u7d19\u9023\u91cf\uff1d\u7c73\u576a\u00d7\u9762\u7a4d\u00d7100\u679a\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u677f\u7d19\u306e\u54c1\u76ee\u306f\u6d0b\u7d19\u3068\u5225\u306e\u5f0f\u3067\u8a08\u7b97\u3057\u307e\u3059**\n5. **\u7a7a\u306e\u5024\u3092\u7a7a\u306e\u307e\u307e\u6301\u3064** \u2026 \u76ee\u3084\u5bf8\u6cd5\u304c\u54c1\u76ee\u306b\u7121\u3044\u3082\u306e\u306f\u3001\u5024\u3092\u5165\u308c\u305a\u306b\u6b8b\u3057\u307e\u3059\n\n**1\u756a\u76ee\u306e\u8a08\u7b97\u306e\u4f8b\u3067\u3059\u3002** \u56db\u516d\u5224\uff08\u9762\u7a4d0.860\u33a1\uff09\u306e110kg\u306f\u3001110\u00f7\uff080.860\u00d71,000\uff09\u3067\u7d04127.9g\/\u33a1\u3001\u83ca\u5224\uff08\u9762\u7a4d0.597\u33a1\uff09\u306e76.5kg\u306f\u300176.5\u00f7\uff080.597\u00d71,000\uff09\u3067\u7d04128.1g\/\u33a1\u3067\u3059\u3002**\u9023\u91cf\u306e\u6570\u5b57\u306f110\u306876.5\u3067\u5927\u304d\u304f\u9055\u3044\u307e\u3059\u304c\u3001\u7c73\u576a\u306b\u3059\u308c\u30700.2g\u306e\u5dee\u3067\u3001\u540c\u3058\u539a\u3055\u306e\u7d19\u3068\u3057\u3066\u5f15\u3051\u307e\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u306e\u5074\u3082\u540c\u3058\u5f0f\u3067\u7c73\u576a\u306b\u76f4\u3057\u3066\u304b\u3089\u5f15\u304d\u307e\u3059\u3002\n\n**3\u756a\u76ee\u3067\u8a08\u7b97\u306e\u5024\u3068\u88fd\u7d19\u4f1a\u793e\u306e\u5024\u3092\u4e26\u3079\u308b\u306e\u306f\u3001\u305a\u308c\u3092\u898b\u308b\u305f\u3081\u3067\u3059\u3002** \u5224\u306e\u9762\u7a4d\u3092\u5c0f\u65703\u6841\u306b\u4e38\u3081\u308b\u3068\u3001\u8a08\u7b97\u306e\u7c73\u576a\u306f\u88fd\u7d19\u4f1a\u793e\u306e\u793a\u3059\u5024\u3068\u5c11\u3057\u305a\u308c\u307e\u3059\u3002**\u305a\u308c\u304c\u5927\u304d\u3044\u54c1\u76ee\u306f\u3001\u5224\u306e\u5bf8\u6cd5\u306e\u8868\u304b\u54c1\u76ee\u306e\u8a18\u9332\u306e\u8aa4\u308a\u3092\u7591\u3044\u307e\u3059\u3002**\n\n**4\u756a\u76ee\u3092\u5fd8\u308c\u308b\u3068\u3001\u677f\u7d19\u306e\u7c73\u576a\u304c10\u5206\u306e1\u306b\u306a\u308a\u307e\u3059\u3002** \u6d0b\u7d19\u306e\u5f0f\u3067\u677f\u7d19\u3092\u8a08\u7b97\u3059\u308b\u3068\u3001**\u539a\u3044\u677f\u7d19\u304c\u8584\u3044\u6d0b\u7d19\u306e\u4ee3\u308f\u308a\u306e\u5019\u88dc\u306b\u51fa\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**AI\u306e\u4ed5\u4e8b\u306f2\u3064\u3067\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u3092\u63a2\u3059\u6761\u4ef6\u306b\u8aad\u307f\u66ff\u3048\u308b\u3053\u3068\u3068\u3001\u5019\u88dc\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3066\u9055\u3044\u3092\u66f8\u3044\u305f\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u3055\u305b\u306a\u3044\u3053\u3068 |\n|:--|:--|\n| \u9298\u67c4\u30fb\u7a2e\u985e\u30fb\u9023\u91cf\u30fb\u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u30fb\u679a\u6570\u30fb\u7d0d\u671f\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5224\u3084\u76ee\u3092\u3001\u9023\u91cf\u306e\u6570\u5b57\u304b\u3089\u63a8\u3057\u91cf\u308b\u3053\u3068 |\n| \u7565\u79f0\u306f\u7565\u79f0\u306e\u307e\u307e\u5199\u3059 | \u9023\u91cf\u304b\u3089\u7c73\u576a\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068 |\n| \u5019\u88dc\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3001\u7c73\u576a\u306e\u5dee\u30fb\u76ee\u30fb\u5224\u30fb\u5728\u5eab\u306e\u5009\u5eab\u3092\u66f8\u304f | \u4ee3\u308f\u308a\u306e\u7d19\u304c\u300c\u4f7f\u3048\u307e\u3059\u300d\u300c\u540c\u7b49\u3067\u3059\u300d\u3068\u8a00\u3046\u3053\u3068 |\n| \u805e\u304d\u8fd4\u3059\u3079\u304d\u9805\u76ee\u3092\u307e\u3068\u3081\u308b | \u7d19\u306e\u98a8\u5408\u3044\u30fb\u5370\u5237\u306e\u4ed5\u4e0a\u304c\u308a\u3092\u8a55\u3059\u308b\u3053\u3068\u3001\u4fa1\u683c\u3068\u7d0d\u671f\u3092\u7d04\u675f\u3059\u308b\u3053\u3068 |\n\n**\u300c\u540c\u7b49\u3067\u3059\u300d\u3068\u8a00\u308f\u305b\u306a\u3044\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u7dda\u3067\u3059\u3002** \u7c73\u576a\u304c\u540c\u3058\u3067\u3082\u3001\u7d19\u539a\u30fb\u767d\u3055\u30fb\u8868\u9762\u306e\u52a0\u5de5\u306f\u9298\u67c4\u3067\u9055\u3044\u307e\u3059\u3002**\u5370\u5237\u4f1a\u793e\u306f\u300c\u540c\u7b49\u300d\u3068\u8a00\u308f\u308c\u305f\u7d19\u3067\u5237\u308a\u3001\u4ed5\u4e0a\u304c\u308a\u304c\u9055\u3048\u3070\u4ee3\u7406\u5e97\u306b\u623b\u3063\u3066\u304d\u307e\u3059\u3002** \u9055\u3044\u3092\u6570\u5b57\u3067\u793a\u3057\u3001\u5224\u65ad\u306f\u5370\u5237\u4f1a\u793e\u306b\u59d4\u306d\u307e\u3059\u3002\n\n**\u5224\u3092\u9023\u91cf\u304b\u3089\u63a8\u3057\u91cf\u3089\u305b\u306a\u3044\u306e\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u300c110kg\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u56db\u516d\u5224\u306e\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u304c\u3001**\u83ca\u5224\u306e110kg\u3068\u3044\u3046\u7d19\u3082\u3042\u308a\u307e\u3059\u3002** \u5224\u304c\u7121\u3051\u308c\u3070\u805e\u304d\u8fd4\u3057\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n1\u56de\u76ee\uff08\u554f\u3044\u5408\u308f\u305b\u306e\u8aad\u307f\u66ff\u3048\uff09\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u7d19\u306e\u4ee3\u7406\u5e97\u3067\u3001\u5370\u5237\u4f1a\u793e\u30fb\u88fd\u672c\u4f1a\u793e\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u6574\u7406\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u3010\u554f\u3044\u5408\u308f\u305b\u3011\u304b\u3089\u3001\u5728\u5eab\u3092\u63a2\u3059\u305f\u3081\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u3082\u306e\u3011\n- brand: \u9298\u67c4\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u7565\u79f0\u3067\u3082\u305d\u306e\u307e\u307e\uff09\n- paper_type: \u7d19\u306e\u7a2e\u985e\uff08\u30b3\u30fc\u30c8\u30fb\u30de\u30c3\u30c8\u30fb\u4e0a\u8cea\u306a\u3069\uff09\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- weight_raw: \u9023\u91cf\u30fb\u7c73\u576a\u306e\u6570\u5b57\u3068\u5358\u4f4d\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300c110kg\u300d\u300c128g\u300d\u306a\u3069\uff09\n- size_raw: \u5224\u30fb\u5bf8\u6cd5\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- grain_raw: \u76ee\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300cT\u76ee\u300d\u300c\u30bf\u30c6\u300d\u306a\u3069\uff09\n- quantity \/ due: \u679a\u6570\u30fb\u9023\u6570\u3068\u7d0d\u671f\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- want_alternative: \u4ee3\u308f\u308a\u306e\u7d19\u3092\u6c42\u3081\u3066\u3044\u308b\u304b\uff08yes \/ no \/ unknown\uff09\n- missing: \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306e\u540d\u524d\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5224\u30fb\u76ee\u3092\u3001\u9023\u91cf\u306e\u6570\u5b57\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u9023\u91cf\u3092\u7c73\u576a\u306b\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6570\u5b57\u306f\u66f8\u304b\u308c\u305f\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7565\u79f0\u3092\u6b63\u5f0f\u540d\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5f97\u610f\u5148\u306e\u4f1a\u793e\u540d\u30fb\u4eba\u306e\u540d\u524d\u306f\u5199\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u554f\u3044\u5408\u308f\u305b\u3011{inquiry_text}\n```\n\n2\u56de\u76ee\uff08\u56de\u7b54\u306e\u4e0b\u66f8\u304d\uff09\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u7d19\u306e\u4ee3\u7406\u5e97\u3067\u3001\u5f97\u610f\u5148\u3078\u306e\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\n\u3010\u5019\u88dc\u3011\u306f\u5546\u54c1\u306e\u8a18\u9332\u3068\u3001\u5143\u306e\u7d19\u3068\u306e\u9055\u3044\uff08diff\uff09\u3068\u3001\u7167\u4f1a\u3057\u305f\u5728\u5eab\u306e\u6570\u3067\u3059\u3002\n\n\u3010\u66f8\u304d\u65b9\u3011\n- \u5728\u5eab\u306e\u3042\u308b\u54c1\u76ee\u306f\u3001\u9298\u67c4\u30fb\u9023\u91cf\u3068\u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u30fb\u51fa\u305b\u308b\u6570\u3092\u8a18\u9332\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4ee3\u308f\u308a\u306e\u7d19\u306f\u3001\u5143\u306e\u7d19\u3068\u306e\u9055\u3044\uff08\u7c73\u576a\u306e\u5dee\u3001\u76ee\u3001\u5224\uff09\u3092 diff \u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4ee3\u308f\u308a\u306e\u7d19\u306b\u306f\u300c\u5370\u5237\u30fb\u52a0\u5de5\u3078\u306e\u9069\u5426\u306f\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u300d\u3068\u6dfb\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u805e\u304d\u8fd4\u3059\u9805\u76ee\u304c\u3042\u308c\u3070\u3001\u6700\u5f8c\u306b\u307e\u3068\u3081\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u300c\u540c\u7b49\u3067\u3059\u300d\u300c\u4ee3\u308f\u308a\u306b\u4f7f\u3048\u307e\u3059\u300d\u300c\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7d19\u306e\u98a8\u5408\u3044\u30fb\u767d\u3055\u30fb\u4ed5\u4e0a\u304c\u308a\u306b\u3064\u3044\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306b\u7121\u3044\u6570\u5b57\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4fa1\u683c\u30fb\u5024\u5f15\u304d\u30fb\u7d0d\u671f\u306e\u7d04\u675f\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u554f\u3044\u5408\u308f\u305b\u306e\u6761\u4ef6\u3011{conditions}\n\u3010\u5019\u88dc\u3011{candidates}\n```\n\n**\u300c\u5370\u5237\u30fb\u52a0\u5de5\u3078\u306e\u9069\u5426\u306f\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u300d\u3092\u6dfb\u3048\u3055\u305b\u306a\u3044\u3068\u3001AI\u306f\u5019\u88dc\u3092\u52e7\u3081\u308b\u6587\u306b\u3057\u307e\u3059\u3002** \u5f97\u610f\u5148\u306f\u3001\u4ee3\u7406\u5e97\u304c\u52e7\u3081\u305f\u7d19\u306f\u4f7f\u3048\u308b\u3082\u306e\u3068\u8aad\u307f\u307e\u3059\u3002**\u52e7\u3081\u305a\u306b\u9055\u3044\u3092\u4e26\u3079\u308b\u3053\u3068\u304c\u3001\u3053\u306e\u4e0b\u66f8\u304d\u306e\u5f79\u76ee\u3067\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Bedrock \u306e Converse API \u306e `outputConfig.textFormat` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u30012\u56de\u76ee\u306f\u6b21\u306e\u5f62\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_no\": \"\",\n  \"requested\": { \"brand\": \"\", \"weight\": \"\", \"size\": \"\", \"grain\": \"\", \"quantity\": \"\" },\n  \"in_stock\": [ { \"item_no\": \"\", \"listed\": \"\", \"available\": \"\" } ],\n  \"alternatives\": [\n    { \"item_no\": \"\", \"listed\": \"\",\n      \"diff\": { \"basis_weight\": \"\", \"grain\": \"same | different | not_recorded\",\n                \"size\": \"same | different\" },\n      \"available\": \"\" } ],\n  \"ask_back\": [\"\"],\n  \"draft\": \"\"\n}\n```\n\nAWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`outputConfig.textFormat` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u5fdc\u7b54\u304c\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3044\u3001`enum` \u304c\u4f7f\u3048\u307e\u3059\u3002**\u3059\u3079\u3066\u306e `object` \u306b `additionalProperties: false` \u304c\u8981\u308a\u3001\u6570\u5024\u306e `minimum`\u30fb`maximum` \u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093\u3002** `diff` \u3068 `available` \u306f Lambda \u306e\u8a08\u7b97\u3068\u7167\u4f1a\u306e\u7d50\u679c\u3092\u6587\u5b57\u306e\u307e\u307e\u6e21\u3057\u3066\u5199\u3055\u305b\u3001**AI\u306b\u306f\u8a08\u7b97\u3055\u305b\u307e\u305b\u3093\u3002**\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`listed` \u3068 `available` \u3092\u8a18\u9332\u3068\u7167\u5408\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u54c1\u76ee\u306e\u8a18\u9332\u3068\u7167\u4f1a\u306e\u7d50\u679c\u3068\u540c\u3058\u304b\u3092 Lambda \u3067\u78ba\u304b\u3081\u3001**\u9055\u3048\u3070\u4e0b\u66f8\u304d\u3092\u51fa\u3055\u305a\u306b\u4f5c\u308a\u76f4\u3057\u307e\u3059\u3002** \u5728\u5eab\u306e\u6570\u3092\u53d6\u308a\u9055\u3048\u305f\u4e0b\u66f8\u304d\u306f\u3001\u3053\u3053\u3067\u6b62\u307e\u308a\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`diff` \u306e `grain` \u3067\u76ee\u306e\u9055\u3044\u3092\u5148\u306b\u898b\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u76ee\u304c `different` \u306e\u4ee3\u308f\u308a\u306e\u7d19\u306f\u3001\u55b6\u696d\u306e\u753b\u9762\u3067\u8272\u3092\u5909\u3048\u3066\u793a\u3057\u307e\u3059\u3002\u88fd\u672c\u306e\u5f97\u610f\u5148\u306b\u306f\u3001\u76ee\u306e\u9055\u3046\u7d19\u3092\u51fa\u3059\u524d\u306b\u5fc5\u305a\u78ba\u304b\u3081\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8ca9\u58f2\u3068\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u54c1\u76ee\u3068\u5728\u5eab\u306e\u66f8\u304d\u51fa\u3057\uff081\u6642\u9593\u3054\u3068\uff09\u3001\u51fa\u305b\u308b\u6570\u306e\u7167\u4f1a\uff08\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u5546\u54c1\u306e\u7d22\u5f15\u306e\u5143\u3001\u56de\u7b54\u306e\u6570 |\n| Amazon OpenSearch Service | Lambda \u304b\u3089\u306e\u767b\u9332\u30fb\u691c\u7d22 | \u5546\u54c1\u306e\u7d22\u5f15\u3001\u7565\u79f0\u306e\u8f9e\u66f8\u306e\u30d1\u30c3\u30b1\u30fc\u30b8 |\n| Amazon Bedrock | Converse API\uff08Claude\uff09 | \u8aad\u307f\u66ff\u3048\u3068\u4e0b\u66f8\u304d |\n| \u55b6\u696d\u306e\u753b\u9762 | \u793e\u5185\u306e\u753b\u9762 | \u554f\u3044\u5408\u308f\u305b\u306e\u8cbc\u308a\u4ed8\u3051\u3001\u5019\u88dc\u3068\u9055\u3044\u3001\u4e0b\u66f8\u304d |\n\n**\u7565\u79f0\u306e\u8f9e\u66f8\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u3001S3 \u306e\u30d5\u30a1\u30a4\u30eb\u3092\u66f4\u65b0\u3057\u3066\u304b\u3089\u9069\u7528\u3057\u307e\u3059\u3002** AWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001S3 \u306b\u65b0\u3057\u3044\u7248\u3092\u7f6e\u3044\u305f\u3060\u3051\u3067\u306f\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u66f4\u65b0\u3055\u308c\u305a\u3001**OpenSearch Service \u306e\u5074\u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f4\u65b0\u3057\u3001\u30c9\u30e1\u30a4\u30f3\u306b\u9069\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002`updateable: true` \u3092\u4ed8\u3051\u305f\u691c\u7d22\u306e\u5206\u6790\u5668\u3060\u3051\u3067\u4f7f\u3063\u3066\u3044\u308c\u3070\u3001\u9069\u7528\u3067\u7d22\u5f15\u306f\u81ea\u52d5\u3067\u66f4\u65b0\u3055\u308c\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **\u8aad\u307f\u66ff\u3048\u3092\u898b\u308b** \u2026 \u9298\u67c4\u30fb\u9023\u91cf\u30fb\u5224\u30fb\u76ee\u304c\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u3068\u304a\u308a\u306b\u53d6\u308a\u51fa\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u7c73\u576a\u306e\u8a08\u7b97\u3092\u898b\u308b** \u2026 \u5224\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u3067\u306f\u3001\u3069\u306e\u5224\u3067\u8a08\u7b97\u3057\u305f\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **\u76ee\u306e\u9055\u3046\u5019\u88dc\u3092\u78ba\u304b\u3081\u308b** \u2026 `grain` \u304c `different` \u304b `not_recorded` \u306e\u4ee3\u308f\u308a\u306e\u7d19\u306f\u3001\u5f97\u610f\u5148\u306e\u7528\u9014\u3092\u805e\u3044\u3066\u304b\u3089\u51fa\u3057\u307e\u3059\n4. **\u4ee3\u308f\u308a\u306e\u7d19\u306f\u5f97\u610f\u5148\u3068\u76f8\u8ac7\u3059\u308b** \u2026 \u9055\u3044\u3092\u4f1d\u3048\u3001\u8a66\u3057\u5237\u308a\u306e\u8981\u5426\u3092\u542b\u3081\u3066\u5f97\u610f\u5148\u306b\u6c7a\u3081\u3066\u3082\u3089\u3044\u307e\u3059\n5. **\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u56de\u7b54\u3057\u3001\u5f15\u304d\u5f53\u3066\u308b** \u2026 \u4fa1\u683c\u3068\u7d0d\u671f\u306f\u55b6\u696d\u304c\u66f8\u304d\u8db3\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u76ee\u306e\u9055\u3044\u306f\u3001\u5237\u3063\u305f\u5f8c\u306e\u6298\u308a\u3084\u88fd\u672c\u3067\u5206\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u6570\u5b57\u306e\u9055\u3044\u3088\u308a\u3001\u76ee\u306e\u9055\u3044\u306e\u307b\u3046\u304c\u623b\u3063\u3066\u304d\u305f\u3068\u304d\u306e\u640d\u304c\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**2\u756a\u76ee\u3082\u3001\u5224\u306e\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u554f\u3044\u5408\u308f\u305b\u3067\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002** \u4e0b\u66f8\u304d\u306f\u5224\u3092\u805e\u304d\u8fd4\u3059\u5f62\u306b\u306a\u3063\u3066\u3044\u308b\u306f\u305a\u3067\u3059\u304c\u3001\u55b6\u696d\u304c\u96fb\u8a71\u306e\u30e1\u30e2\u306b\u5224\u3092\u66f8\u304d\u5fd8\u308c\u305f\u3060\u3051\u306e\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u5f97\u610f\u5148\u306e\u904e\u53bb\u306e\u6ce8\u6587\u306e\u5224\u3092\u898b\u3066\u3001\u805e\u304d\u8fd4\u3059\u304b\u3001\u55b6\u696d\u306e\u5224\u65ad\u3067\u5224\u3092\u5165\u308c\u3066\u5f15\u304d\u76f4\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5224\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u7c73\u576a\u3092\u8a08\u7b97\u305b\u305a\u3001\u5224\u3092\u805e\u304d\u8fd4\u3059\u9805\u76ee\u3092\u4e0b\u66f8\u304d\u306b\u5165\u308c\u308b |\n| \u7565\u79f0\u306e\u8f9e\u66f8\u306b\u7121\u3044\u9298\u67c4 | \u300c\u8f9e\u66f8\u306b\u7121\u3044\u9298\u67c4\u300d\u3068\u51fa\u3057\u3001\u55b6\u696d\u304c\u6b63\u5f0f\u540d\u3092\u9078\u3093\u3067\u8f9e\u66f8\u306e\u5019\u88dc\u306b\u8db3\u3059 |\n| \u7c73\u576a\u306e\u8a18\u9332\u304c\u7121\u3044\u54c1\u76ee\u3057\u304b\u7121\u3044 | \u300c\u7c73\u576a\u306e\u8a18\u9332\u306a\u3057\u300d\u3068\u3057\u3066\u5225\u306b\u4e26\u3079\u3001\u55b6\u696d\u304c\u54c1\u76ee\u306e\u8a18\u9332\u3092\u78ba\u304b\u3081\u308b |\n| \u4ee3\u308f\u308a\u306e\u7d19\u304c0\u4ef6 | \u7a2e\u985e\u306e\u6761\u4ef6\u3092\u5916\u3057\u305f\u4ef6\u6570\u3068\u3001\u5165\u8377\u306e\u4e88\u5b9a\u3092\u793a\u3059 |\n| \u7167\u4f1a\u3068\u7d22\u5f15\u306e\u5728\u5eab\u304c\u9055\u3046 | \u7167\u4f1a\u306e\u6570\u3092\u4f7f\u3044\u3001\u7d22\u5f15\u306f\u6b21\u306e\u53d6\u308a\u8fbc\u307f\u3067\u76f4\u308b |\n| \u65ad\u88c1\u3057\u305f\u5bf8\u6cd5\u306e\u554f\u3044\u5408\u308f\u305b | \u5224\u306e\u54c1\u76ee\u304b\u3089\u65ad\u88c1\u3067\u304d\u308b\u304b\u306f\u55b6\u696d\u304c\u6c7a\u3081\u308b\u3002\u5019\u88dc\u306b\u306f\u5224\u306e\u54c1\u76ee\u3068\u65ad\u88c1\u54c1\u3092\u5206\u3051\u3066\u4e26\u3079\u308b |\n| \u679a\u6570\u304c\u5728\u5eab\u3092\u8d85\u3048\u308b | \u51fa\u305b\u308b\u6570\u3068\u5165\u8377\u306e\u4e88\u5b9a\u3092\u4e26\u3079\u3001\u5206\u7d0d\u304b\u4ee3\u308f\u308a\u306e\u7d19\u304b\u3092\u55b6\u696d\u304c\u5f97\u610f\u5148\u3068\u6c7a\u3081\u308b |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u8fd4\u3089\u306a\u3044 | \u5019\u88dc\u306e\u4e00\u89a7\u3068\u9055\u3044\u3060\u3051\u3092\u51fa\u3057\u3001\u4e0b\u66f8\u304d\u306f\u55b6\u696d\u304c\u66f8\u304f |\n\n**2\u884c\u76ee\u306e\u8a18\u9332\u304c\u3001\u7565\u79f0\u306e\u8f9e\u66f8\u3092\u80b2\u3066\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** 1\u884c\u76ee\u306f\u3001\u5224\u3092\u63a8\u3057\u91cf\u3089\u305a\u306b\u805e\u304d\u8fd4\u3059\u305f\u3081\u306e\u884c\u3067\u3059\u3002**\u300c110kg \u306a\u3089\u56db\u516d\u5224\u3060\u308d\u3046\u300d\u3068\u6c7a\u3081\u3066\u8a08\u7b97\u3059\u308b\u3068\u3001\u83ca\u5224\u306e\u7d19\u3092\u63a2\u3057\u3066\u3044\u305f\u5f97\u610f\u5148\u306b\u3001\u539a\u3055\u306e\u9055\u3046\u7d19\u3092\u51fa\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u554f\u3044\u5408\u308f\u305b\u3054\u3068\u306e\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u6587\uff08\u5f97\u610f\u5148\u306e\u540d\u524d\u3092\u4f0f\u305b\u305f\u3082\u306e\uff09\u30011\u56de\u76ee\u306e JSON\u3001\u55b6\u696d\u304c\u76f4\u3057\u305f\u7b87\u6240\n- \u8a08\u7b97\u3057\u305f\u7c73\u576a\u3068\u4f7f\u3063\u305f\u5224\u3001\u691c\u7d22\u306e\u6761\u4ef6\u3068\u5019\u88dc\u30012\u56de\u76ee\u306e JSON \u3068\u7167\u5408\u306e\u7d50\u679c\n- \u5f97\u610f\u5148\u304c\u4ee3\u308f\u308a\u306e\u7d19\u3092\u63a1\u3063\u305f\u304b\u3001\u65ad\u3063\u305f\u304b\u3001\u305d\u306e\u7406\u7531\n- \u56de\u7b54\u3057\u305f\u54c1\u76ee\u3068\u3001\u305d\u306e\u5f8c\u306e\u8fd4\u54c1\u3084\u5237\u308a\u76f4\u3057\u306e\u9023\u7d61\u306e\u6709\u7121\n\n**3\u3064\u76ee\u306f\u3001\u4ee3\u308f\u308a\u306e\u7d19\u306e\u4e26\u3079\u65b9\u3092\u898b\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7c73\u576a\u304c\u8fd1\u304f\u3066\u3082\u65ad\u3089\u308c\u7d9a\u3051\u308b\u7d44\u307f\u5408\u308f\u305b\u304c\u3042\u308c\u3070\u3001**\u7d19\u306e\u7a2e\u985e\u306e\u5206\u3051\u65b9\u304c\u7c97\u3059\u304e\u307e\u3059\u3002** \u7a2e\u985e\u3092\u7d30\u304b\u304f\u5206\u3051\u308b\u304b\u3001\u65ad\u3089\u308c\u305f\u7d44\u3092\u8a18\u9332\u3057\u3066\u4e26\u3079\u65b9\u306b\u623b\u3057\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08\u5728\u5eab\u304c\u3042\u3063\u305f\u3082\u306e\u3001\u6b20\u54c1\u3067\u4ee3\u308f\u308a\u3092\u51fa\u3057\u305f\u3082\u306e\u3001\u300c\u7121\u3044\u300d\u3068\u7b54\u3048\u305f\u3082\u306e\u3092\u6df7\u305c\u308b\uff09\n2. \u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u5b9f\u969b\u306b\u56de\u7b54\u3057\u305f\u54c1\u76ee\u3068\u3001\u4ee3\u308f\u308a\u306e\u7d19\u304c\u63a1\u3089\u308c\u305f\u304b\u3092\u66f8\u304d\u51fa\u3059\n3. \u54c1\u76ee\u306e\u4e00\u89a7\u3092\u8868\u8a08\u7b97\u306b\u66f8\u304d\u51fa\u3057\u3001\u5224\u306e\u5bf8\u6cd5\u306e\u8868\u3067\u7c73\u576a\u306e\u5217\u3092\u8a08\u7b97\u3057\u3066\u8db3\u3059\n4. 30\u4ef6\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u300c\u9298\u67c4\u30fb\u7a2e\u985e\u30fb\u9023\u91cf\u30fb\u5224\u30fb\u76ee\u30fb\u5bf8\u6cd5\u30fb\u679a\u6570\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5224\u3084\u76ee\u3092\u63a8\u3057\u91cf\u3089\u305a\u3001\u7c73\u576a\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u53d6\u308a\u51fa\u3057\u305f\u6761\u4ef6\u3067\u8868\u8a08\u7b97\u3092\u7c73\u576a\u3067\u5f15\u304d\u3001\u5b9f\u969b\u306b\u56de\u7b54\u3057\u305f\u54c1\u76ee\u304c\u898b\u3064\u304b\u308b\u304b\u3092\u898b\u308b\n6. \u300c\u7121\u3044\u300d\u3068\u7b54\u3048\u305f\u4ef6\u306b\u3064\u3044\u3066\u3001\u7c73\u576a\u3067\u5f15\u3051\u3070\u5728\u5eab\u304c\u3042\u3063\u305f\u304b\u3092\u898b\u308b\n\n**6\u756a\u76ee\u3067\u898b\u3064\u304b\u3063\u305f\u5728\u5eab\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u53d6\u308a\u623b\u305b\u308b\u6ce8\u6587\u3067\u3059\u3002** \u5224\u306e\u9055\u3046\u9023\u91cf\u3067\u5f15\u3044\u3066\u898b\u843d\u3068\u3057\u3066\u3044\u305f\u3082\u306e\u304c\u591a\u3051\u308c\u3070\u3001**\u7c73\u576a\u306b\u305d\u308d\u3048\u308b\u52b9\u304d\u76ee\u304c\u305d\u306e\u307e\u307e\u898b\u3048\u307e\u3059\u3002**\n\n**3\u756a\u76ee\u3067\u7c73\u576a\u3092\u8a08\u7b97\u3057\u305f\u3089\u3001\u88fd\u7d19\u4f1a\u793e\u306e\u898b\u672c\u5e33\u3084\u30ab\u30bf\u30ed\u30b0\u306e\u5024\u3068\u3082\u4f55\u54c1\u76ee\u304b\u898b\u6bd4\u3079\u3066\u304f\u3060\u3055\u3044\u3002** \u5224\u306e\u5bf8\u6cd5\u306e\u8868\u306e\u8aa4\u308a\u3084\u3001\u54c1\u76ee\u306e\u9023\u91cf\u306e\u5165\u308c\u9055\u3044\u306f\u3001\u3053\u306e\u6bb5\u968e\u3067\u898b\u3064\u3051\u3066\u304a\u304f\u3068\u3001\u7d22\u5f15\u3092\u4f5c\u3063\u305f\u5f8c\u306b\u300c\u8fd1\u3044\u306f\u305a\u306e\u7d19\u304c\u51fa\u3066\u3053\u306a\u3044\u300d\u3068\u60a9\u307e\u305a\u306b\u6e08\u307f\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u56de\u7b54\u306e\u54c1\u76ee\u304c\u898b\u3064\u304b\u308a\u3001\u300c\u7121\u3044\u300d\u3068\u7b54\u3048\u305f\u3082\u306e\u306e\u4e00\u90e8\u306b\u3082\u5728\u5eab\u304c\u3042\u3063\u305f | **OpenSearch \u306e\u7d22\u5f15\u306b\u9032\u3080** |\n| \u5224\u3092\u63a8\u3057\u91cf\u3063\u305f\u30fb\u7c73\u576a\u3092\u8a08\u7b97\u3057\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u54c1\u76ee\u306b\u5224\u3084\u76ee\u306e\u8a18\u9332\u304c\u7121\u3044\u3082\u306e\u304c\u591a\u3044 | **\u54c1\u76ee\u306e\u8a18\u9332\u306e\u6574\u5099\u304c\u5148** |","minimal_setup_short":"\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u554f\u3044\u5408\u308f\u305b\u3092\u8aad\u307f\u66ff\u3048\u3001\u8868\u8a08\u7b97\u306e\u54c1\u76ee\u3092\u7c73\u576a\u3067\u5f15\u304f \uff0f \u554f\u3044\u5408\u308f\u305b\u306e\u6574\u7406","semi_auto_setup":"\u4e0a\u8a18\uff0bOpenSearch \u306b\u5546\u54c1\u306e\u7d22\u5f15\u3092\u4f5c\u308a\u3001\u7565\u79f0\u3068\u5224\u306e\u9055\u3044\u3092\u5438\u53ce\u3057\u3066\u5728\u5eab\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3059\u308b \uff0f \u5728\u5eab\u306e\u691c\u7d22","full_setup":"\u4e0a\u8a18\uff0b\u7c73\u576a\u306e\u8fd1\u3055\u3067\u4ee3\u308f\u308a\u306e\u7d19\u3092\u5f15\u304d\u3001\u5728\u5eab\u306e\u7167\u4f1a\u3068\u9055\u3044\u3092\u6dfb\u3048\u305f\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b \uff0f \u554f\u3044\u5408\u308f\u305b\u304b\u3089\u4e0b\u66f8\u304d\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef66\u5206\u304c4\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u5728\u5eab\u306e\u5f15\u304d\u76f4\u3057\u306f\u307b\u307c\u306a\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u4ee3\u308f\u308a\u306e\u7d19\u3092\u63a2\u3059\u4f5c\u696d\u3068\u56de\u7b54\u3092\u66f8\u304f\u4f5c\u696d\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30672\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30921\u304b\u6708\u4f7f\u3046\u3068\u3001\u3069\u306e\u7565\u79f0\u3067\u51fa\u306a\u304b\u3063\u305f\u304b\u3001\u3069\u306e\u54c1\u76ee\u306b\u7c73\u576a\u306e\u8a18\u9332\u304c\u7121\u3044\u304b\u304c\u6b8b\u308a\u307e\u3059\u3002**\u8f9e\u66f8\u3068\u54c1\u76ee\u306e\u8a18\u9332\u3092\u305d\u3053\u3067\u76f4\u3057\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u307b\u3046\u304c\u3001\u4ee3\u308f\u308a\u306e\u7d19\u306e\u5019\u88dc\u304c\u78ba\u304b\u306b\u306a\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5224\u306e\u9055\u3046\u9023\u91cf\u3067\u540c\u3058\u7d19\u304c\u5f15\u3051\u306a\u3044 | \u54c1\u76ee\u3082\u554f\u3044\u5408\u308f\u305b\u3082\u7c73\u576a\u306b\u305d\u308d\u3048\u3066\u5f15\u304f |\n| \u7c73\u576a\u304c\u7a7a\u306e\u54c1\u76ee\u304c\u4e0a\u4f4d\u306b\u4e26\u3076 | \u6e1b\u8870\u306e\u95a2\u6570\u306f\u9805\u76ee\u306e\u7121\u3044\u6587\u66f8\u306b1\u3092\u8fd4\u3059\u3002`exists` \u3067\u7d5e\u308b |\n| \u677f\u7d19\u306e\u7c73\u576a\u304c10\u5206\u306e1\u306b\u306a\u308b | \u677f\u7d19\u306f1\u9023100\u679a\u306e\u5f0f\u3067\u8a08\u7b97\u3059\u308b |\n| \u7565\u79f0\u3067\u9298\u67c4\u304c\u51fa\u306a\u3044 | \u7565\u79f0\u306e\u8f9e\u66f8\u3092\u691c\u7d22\u306e\u5206\u6790\u5668\u306b\u5165\u308c\u3001\u8f9e\u66f8\u306b\u7121\u3044\u9298\u67c4\u3092\u8a18\u9332\u3059\u308b |\n| \u76ee\u306e\u66f8\u304d\u65b9\u304c\u3070\u3089\u3070\u3089\u3067\u7d5e\u308c\u306a\u3044 | \u66f8\u304d\u65b9\u306e\u8868\u3067 `T`\u30fb`Y` \u306b\u305d\u308d\u3048\u3001\u7a7a\u306f\u7a7a\u306e\u307e\u307e\u6301\u3064 |\n| AI\u304c\u300c\u540c\u7b49\u3067\u3059\u300d\u3068\u66f8\u304f | \u6307\u793a\u3067\u7981\u3058\u3001\u9055\u3044\u3092\u6570\u5b57\u3067\u5199\u3055\u305b\u308b |\n| \u7d22\u5f15\u306e\u5728\u5eab\u306e\u6570\u3092\u56de\u7b54\u306b\u66f8\u304f | \u56de\u7b54\u306e\u6570\u306f\u5fc5\u305a\u7167\u4f1a\u3067\u53d6\u308a\u76f4\u3059 |\n\n**\u4e0a\u306e3\u884c\u306f\u3001\u7c73\u576a\u306b\u305d\u308d\u3048\u308b\u3053\u3068\u306b\u307e\u3064\u308f\u308b\u5931\u6557\u3067\u3059\u3002** \u3069\u308c\u3082\u691c\u7d22\u304c\u304d\u308c\u3044\u306b\u52d5\u3044\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u3066\u3001**\u9055\u3046\u7d19\u3092\u8fd1\u3044\u7d19\u3068\u3057\u3066\u51fa\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002** 6\u884c\u76ee\u306f\u3001\u5f97\u610f\u5148\u306e\u5224\u65ad\u3092\u4ee3\u7406\u5e97\u304c\u5148\u306b\u4e0b\u3057\u3066\u3057\u307e\u3046\u5931\u6557\u3067\u3059\u3002\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u7d22\u5f15\u306e\u5728\u5eab\u3092\u4fe1\u3058\u305f\u304f\u306a\u308b\u5834\u9762\u3067\u8d77\u304d\u307e\u3059\u3002** \u7d22\u5f15\u306f1\u6642\u9593\u3054\u3068\u306b\u3057\u304b\u5909\u308f\u3089\u305a\u3001\u305d\u306e\u9593\u306b\u5225\u306e\u55b6\u696d\u304c\u540c\u3058\u54c1\u76ee\u3092\u5f15\u304d\u5f53\u3066\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u300c\u3042\u308a\u307e\u3059\u300d\u3068\u7b54\u3048\u305f\u5f8c\u3067\u8db3\u308a\u306a\u3044\u3068\u5206\u304b\u308b\u3068\u3001\u5f97\u610f\u5148\u306e\u5370\u5237\u306e\u65e5\u7a0b\u304c\u5d29\u308c\u307e\u3059\u3002** \u56de\u7b54\u306e\u6570\u306f\u3001\u5fc5\u305a\u56de\u7b54\u306e\u76f4\u524d\u306e\u7167\u4f1a\u3067\u53d6\u308a\u76f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5f97\u610f\u5148\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\uff08\u4f1a\u793e\u540d\u3001\u62c5\u5f53\u8005\u3001\u5370\u5237\u306e\u4e88\u5b9a\uff09\u3001\u54c1\u76ee\u3068\u5728\u5eab\u306e\u8a18\u9332\u3067\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u306b\u306f\u3001\u5f97\u610f\u5148\u306e\u5f97\u610f\u5148\u306e\u4ed5\u4e8b\u306e\u5185\u5bb9\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n1. **\u5f97\u610f\u5148\u306e\u60c5\u5831\u3092\u5916\u3059** \u2026 \u5f97\u610f\u5148\u306e\u4f1a\u793e\u540d\u3068\u62c5\u5f53\u8005\u306e\u540d\u524d\u306f\u3001Claude \u306b\u6e21\u3059\u524d\u306b\u4f0f\u305b\u307e\u3059\u3002\u5370\u5237\u7269\u306e\u540d\u524d\u3084\u767a\u6ce8\u5143\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u305d\u308c\u3082\u4f0f\u305b\u307e\u3059\u3002**\u3069\u306e\u4f1a\u793e\u304c\u3044\u3064\u4f55\u3092\u5237\u308b\u304b\u306f\u3001\u5f97\u610f\u5148\u306b\u3068\u3063\u3066\u5916\u306b\u51fa\u3057\u305f\u304f\u306a\u3044\u60c5\u5831\u3067\u3059**\n2. **\u4ee3\u308f\u308a\u306e\u7d19\u3092\u52e7\u3081\u306a\u3044** \u2026 \u56de\u7b54\u306f\u9055\u3044\u3092\u4e26\u3079\u308b\u307e\u3067\u306b\u3057\u3001\u4f7f\u3048\u308b\u304b\u306f\u5f97\u610f\u5148\u304c\u6c7a\u3081\u307e\u3059\n3. **\u6570\u5b57\u306fAI\u306b\u4f5c\u3089\u305b\u306a\u3044** \u2026 \u7c73\u576a\u306e\u8a08\u7b97\u3082\u5728\u5eab\u306e\u6570\u3082 Lambda \u3068\u7167\u4f1a\u306e\u7d50\u679c\u3067\u3001AI\u306f\u5199\u3059\u3060\u3051\u3067\u3059\n4. **\u4fa1\u683c\u306f\u6271\u308f\u306a\u3044** \u2026 \u5f97\u610f\u5148\u3054\u3068\u306e\u4fa1\u683c\u306f\u7d22\u5f15\u306b\u5165\u308c\u305a\u3001\u4e0b\u66f8\u304d\u306b\u3082\u66f8\u304b\u305b\u307e\u305b\u3093\n5. **\u8f9e\u66f8\u306e\u624b\u5165\u308c\u306e\u62c5\u5f53\u3092\u6c7a\u3081\u308b** \u2026 \u7565\u79f0\u306e\u8f9e\u66f8\u306b\u8aa4\u3063\u305f\u8a00\u3044\u63db\u3048\u304c\u5165\u308b\u3068\u3001\u9055\u3046\u9298\u67c4\u304c\u5019\u88dc\u306b\u51fa\u307e\u3059\u3002**\u8db3\u3059\u524d\u306b\u55b6\u696d\u304c\u78ba\u304b\u3081\u307e\u3059**\n6. **\u7d22\u5f15\u3078\u306e\u63a5\u7d9a\u3092\u9650\u308b** \u2026 OpenSearch \u306e\u30c9\u30e1\u30a4\u30f3\u306b\u306f\u3001Lambda \u3068\u55b6\u696d\u306e\u62c5\u5f53\u3060\u3051\u304c\u63a5\u7d9a\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5728\u5eab\u304c\u3042\u308b\u306e\u306b\u300c\u7121\u3044\u300d\u3068\u7b54\u3048\u308b\u3053\u3068\u3001\u76ee\u3084\u5224\u306e\u9055\u3046\u7d19\u3092\u540c\u3058\u7d19\u306e\u3088\u3046\u306b\u51fa\u3059\u3053\u3068\u3001\u4ee3\u308f\u308a\u306e\u7d19\u3092\u52e7\u3081\u3066\u5237\u308a\u76f4\u3057\u306b\u306a\u308b\u3053\u3068\u306e3\u3064\u3067\u3059\u3002** \u7c73\u576a\u306b\u305d\u308d\u3048\u305f\u7d22\u5f15\u3001`exists` \u3068\u76ee\u306e\u78ba\u304b\u3081\u3001\u9055\u3044\u3060\u3051\u3092\u4e26\u3079\u308b\u4e0b\u66f8\u304d\u306e3\u3064\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u8907\u6570\u306e\u88fd\u7d19\u4f1a\u793e\u306e\u9298\u67c4\u3092\u6271\u3044\u3001\u5370\u5237\u4f1a\u793e\u30fb\u88fd\u672c\u4f1a\u793e\u304b\u3089\u5728\u5eab\u3068\u7d0d\u671f\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u6bce\u6708\u5343\u4ef6\u524d\u5f8c\u5c4a\u304f\u7d19\u306e\u4ee3\u7406\u5e97\u3002\u5546\u54c1\u306e\u8a18\u9332\u3068\u5009\u5eab\u3054\u3068\u306e\u5728\u5eab\u306f\u3042\u308b\u306e\u306b\u3001\u9298\u67c4\u306e\u7565\u79f0\u3084\u9023\u91cf\u306e\u5224\u306e\u9055\u3044\u3001\u76ee\u306e\u66f8\u304d\u65b9\u306e\u3086\u308c\u3067\u5f15\u304d\u76f4\u3059\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u6b20\u54c1\u306e\u3068\u304d\u306b\u4ee3\u308f\u308a\u306e\u7d19\u3092\u6319\u3052\u308b\u306e\u304c\u30d9\u30c6\u30e9\u30f3\u306e\u55b6\u696d\u306b\u983c\u3063\u3066\u3044\u308b\u5834\u5408\u3002AWS 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\u306b\u5546\u54c1\u306e\u7d22\u5f15\u3092\u4f5c\u308a\u3001\u7565\u79f0\u3068\u5224\u306e\u9055\u3044\u3092\u6c17\u306b\u305b\u305a\u5728\u5eab\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u3001\u4ee3\u308f\u308a\u306e\u7d19\u306e\u691c\u7d22\u3068\u4e0b\u66f8\u304d\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u7c73\u576a\u306e\u8fd1\u3055\u3067\u306e\u4ee3\u308f\u308a\u306e\u7d19\u306e\u691c\u7d22\u3001\u5728\u5eab\u306e\u7167\u4f1a\u3001\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u4ee3\u308f\u308a\u306e\u7d19\u304c\u63a1\u3089\u308c\u305f\u5272\u5408\u3001\u76ee\u306e\u9055\u3044\u3067\u623b\u3063\u3066\u304d\u305f\u4ef6\u6570\u3001\u300c\u7121\u3044\u300d\u3068\u7b54\u3048\u305f\u4ef6\u6570\u3092\u6bce\u6708\u6570\u3048\u307e\u3059\u3002**\u30d9\u30c6\u30e9\u30f3\u306e\u3044\u306a\u3044\u65e5\u306b\u3082\u4ee3\u308f\u308a\u306e\u7d19\u306e\u76f8\u8ac7\u304c\u305d\u306e\u65e5\u306e\u3046\u3061\u306b\u8fd4\u305b\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0085","UC-1046","UC-0200","UC-0879"],"related_articles":[{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":7351,"slug":"eigyo-ai-katsuyo-bamen","title":"\u55b6\u696d\u3067AI\u3092\u4f7f\u30465\u3064\u306e\u5834\u9762\uff5c\u4efb\u305b\u65b9\u3067\u6210\u679c\u304c\u5909\u308f\u308b"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u9023\u91cf\u304c1\u9023\uff08\u6d0b\u7d191,000\u679a\u30fb\u677f\u7d19100\u679a\uff09\u306e\u91cd\u3055\uff08kg\uff09\u3067\u3001\u7c73\u576a\u304c1\u5e73\u65b9\u30e1\u30fc\u30c8\u30eb\u3042\u305f\u308a\u306e\u91cd\u3055\uff08g\/\u33a1\uff09\u3067\u3042\u308b\u3053\u3068\u3002\u6d0b\u7d19\u9023\u91cf\uff1d\u7c73\u576a\u00d7\u9762\u7a4d\u00d71,000\u679a\u3001\u677f\u7d19\u9023\u91cf\uff1d\u7c73\u576a\u00d7\u9762\u7a4d\u00d7100\u679a\u3067\u3042\u308b\u3053\u3068\u3002\u56db\u516d\u5224788\u00d71,091mm\u3001\u83ca\u5224636\u00d7939mm\u3001A\u5224625\u00d7880mm\u3001B\u5224765\u00d71,085mm \u3067\u3042\u308b\u3053\u3068 | [\u4e94\u689d\u88fd\u7d19: \u7d19\u306e\u8c46\u77e5\u8b58\uff08\u7d19\u306e\u57fa\u790e\u77e5\u8b58\uff09](https:\/\/www.gojo.co.jp\/gallery\/base) | 2026-10-27 |\n| \u6e1b\u8870\u306e\u95a2\u6570\uff08`gauss` \u306a\u3069\uff09\u306e `origin`\u30fb`offset`\u30fb`scale`\u30fb`decay`\uff08\u65e2\u5b9a0.5\uff09\u306e\u610f\u5473\u3002\u9805\u76ee\u306e\u7121\u3044\u6587\u66f8\u306b\u70b9\u65701\u3092\u8fd4\u3059\u3053\u3068\u3002`boost_mode` \u306e\u65e2\u5b9a\u304c `multiply` \u3067\u3001`replace` \u3067\u95a2\u6570\u306e\u70b9\u6570\u3060\u3051\u3092\u4f7f\u3046\u3053\u3068 | [OpenSearch: Function score query](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_query-dsl\/compound\/function-score.md) | 2026-10-27 |\n| `synonym_graph` \u304c\u8907\u6570\u306e\u8a9e\u306e\u540c\u7fa9\u8a9e\u3092\u6271\u3044\u3001\u691c\u7d22\u306e\u5206\u6790\u5668\u3067\u3060\u3051\u4f7f\u3046\u3079\u304d\u3053\u3068 | [OpenSearch: Synonym graph token filter](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_analyzers\/token-filters\/synonym-graph.md) | 2026-10-27 |\n| \u8f9e\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3092 S3 \u304b\u3089\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307f\u3001`synonyms_path` \u306b `analyzers\/<ID>` \u3067\u4f7f\u3048\u308b\u3053\u3068\u3002S3 \u306b\u65b0\u3057\u3044\u7248\u3092\u7f6e\u3044\u305f\u3060\u3051\u3067\u306f\u66f4\u65b0\u3055\u308c\u305a\u3001\u66f4\u65b0\u3068\u9069\u7528\u304c\u8981\u308b\u3053\u3068\u3002`updateable: true` \u306e\u691c\u7d22\u306e\u5206\u6790\u5668\u306a\u3089\u9069\u7528\u3067\u81ea\u52d5\u3067\u66f4\u65b0\u3055\u308c\u308b\u3053\u3068 | [AWS: Importing and managing packages in Amazon OpenSearch Service](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/custom-packages.html) | 2026-10-27 |\n| OpenSearch Service \u306e\u30c9\u30e1\u30a4\u30f3\u306b Japanese\uff08kuromoji\uff09\u3068 ICU \u306e\u89e3\u6790\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u5168\u30c9\u30e1\u30a4\u30f3\u306b\u542b\u307e\u308c\u308b\u3053\u3068 | [AWS: Plugins by engine version in Amazon OpenSearch Service](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/supported-plugins.html) | 2026-10-27 |\n| Converse API \u306e `outputConfig.textFormat` \u3067 JSON \u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305f\u51fa\u529b\u304c\u5f97\u3089\u308c\u3001`enum` \u304c\u4f7f\u3048\u308b\u3053\u3068\u3002`additionalProperties: false` \u304c\u8981\u308b\u3053\u3068\u3002\u6570\u5024\u306e `minimum`\u30fb`maximum` \u306b\u5bfe\u5fdc\u3057\u306a\u3044\u3053\u3068 | [AWS: Structured outputs\uff08Amazon Bedrock\uff09](https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/structured-output.html) | 2026-10-27 |\n\n**\u4ee3\u308f\u308a\u306e\u7d19\u304c\u5370\u5237\u30fb\u52a0\u5de5\u306b\u4f7f\u3048\u308b\u304b\u3001\u4fa1\u683c\u3068\u7d0d\u671f\u306f\u3001\u55b6\u696d\u306e\u62c5\u5f53\u3068\u5f97\u610f\u5148\u304c\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002** 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