{"id":6763,"date":"2025-09-24T13:52:21","date_gmt":"2025-09-24T13:52:21","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=6763"},"modified":"2025-09-24T13:52:21","modified_gmt":"2025-09-24T13:52:21","slug":"amazon-bedrock%e3%81%a7%e7%a4%be%e5%86%85%e3%82%b3%e3%83%9f%e3%83%a5%e3%83%8b%e3%82%b1%e3%83%bc%e3%82%b7%e3%83%a7%e3%83%b3%e3%81%ae%e5%86%86%e6%bb%91%e5%8c%96%e3%82%92%e7%9b%ae%e6%8c%87%e3%81%97","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/6763\/","title":{"rendered":"Amazon Bedrock\u3067\u793e\u5185\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5186\u6ed1\u5316\u3092\u76ee\u6307\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\u3059\u308b &#8211; LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0"},"content":{"rendered":"\n<\/p>\n<div>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/sadayoshi_tada\/20250924\/20250924195601.png\" width=\"1200\" height=\"630\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\n\u3053\u3093\u306b\u3061\u306f\uff01\u30d0\u30af\u30e9\u30af\u4e8b\u696d\u90e8Platform Engineering\u90e8SRE\u30b0\u30eb\u30fc\u30d7\u306e<a target=\"_blank\" href=\"https:\/\/x.com\/taddy_919\">taddy<\/a>( <a target=\"_blank\" href=\"http:\/\/blog.hatena.ne.jp\/sadayoshi_tada\/\">id:sadayoshi_tada<\/a> )\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u306f <a target=\"_blank\" href=\"https:\/\/www.notion.so\/6975c0901ea54ca9b609fafc3e8a35c3?pvs=21\">LayerX AI Agent \u30d6\u30ed\u30b0\u30ea\u30ec\u30fc<\/a> 11\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002\u524d\u65e5\u306f\u5cf6\u8d8a\u3055\u3093\u306b\u3088\u308b<a target=\"_blank\" href=\"https:\/\/tech.layerx.co.jp\/entry\/2025\/09\/23\/081316\">AI\u660e\u7d30\u4ed5\u8a33\u6a5f\u80fd\u306b\u304a\u3051\u308bCodeAgent\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u4f5c\u6210<\/a>\u3067\u3057\u305f\u3002CodeAgent\u306b\u7279\u5316\u3057\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300csmolagents\u300d\u306e\u7d39\u4ecb\u3084\u305d\u306e\u5b9f\u9a13\u5185\u5bb9\u3082\u8208\u5473\u6df1\u3044\u306e\u3067\u307e\u3060\u898b\u3066\u3044\u306a\u3044\u65b9\u306f\u305c\u3072\u898b\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u8fd1\u5e74\u3001\u30ea\u30e2\u30fc\u30c8\u3067\u50cd\u304f\u4eba\u3084\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u50cd\u304f\u4eba\u306a\u3069\u69d8\u3005\u306a\u52b4\u50cd\u74b0\u5883\u306e\u30e1\u30f3\u30d0\u30fc\u3068\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u30d0\u30af\u30e9\u30af\u4e8b\u696d\u90e8\u306b\u304a\u3044\u3066\u3082\u540c\u69d8\u3067\u69d8\u3005\u306a\u30e1\u30f3\u30d0\u30fc\u3068\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3044\u307e\u3059\u3002\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u624b\u6bb5\u306f\u8907\u6570\u3042\u308a\u5bfe\u9762\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4ed6\u3001Slack\u306b\u3088\u308b\u30c6\u30ad\u30b9\u30c8\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3084Google Meet\u3001Gather\u3067\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30df\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u793e\u5185LT\u3067\u767a\u8868\u3057\u305f\u3001Slack\u306b\u3088\u308b\u30c6\u30ad\u30b9\u30c8\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u8ab2\u984c\u3092\u30c6\u30fc\u30de\u306b\u3001PoC\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\u3057\u3066\u307f\u305f\u306e\u3067\u305d\u306e\u6a21\u69d8\u3092\u307e\u3068\u3081\u307e\u3059\u3002\u5185\u5bb9\u3068\u3057\u3066\u30cd\u30bf\u8981\u7d20\u3092\u591a\u5206\u306b\u542b\u3093\u3067\u3044\u308b\u305f\u3081\u305d\u306e\u70b9\u3001\u3054\u5bb9\u8d66\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2 id=\"\u30c6\u30ad\u30b9\u30c8\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u611f\u3058\u305f\u8ab2\u984c\u306b\u3064\u3044\u3066\">\u30c6\u30ad\u30b9\u30c8\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u611f\u3058\u305f\u8ab2\u984c\u306b\u3064\u3044\u3066<\/h2>\n<p>\u5f0a\u793e\u306b\u9650\u3089\u305a\u3001\u30c6\u30ad\u30b9\u30c8\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u6319\u3052\u3089\u308c\u308b\u8ab2\u984c\u306e1\u3064\u3068\u3057\u3066\u300c\u793e\u5185\u7528\u8a9e\u300d\u304c\u3042\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002\u793e\u5185\u306e\u4e2d\u3067\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u7528\u8a9e\u3067\u306f\u3042\u308b\u3082\u306e\u306e\u3001\u4e00\u822c\u7684\u306a\u8a00\u8449\u3067\u306f\u306a\u304f\u3001\u65b0\u5165\u793e\u54e1\u3084\u65e2\u5b58\u793e\u54e1\u3067\u3082\u521d\u898b\u3067\u306f\u7406\u89e3\u3057\u3066\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u3057\u3065\u3089\u3044\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u306e\u300c\u5927\u611f\u8b1d\u30b6\u30a6\u30eb\u30b9\u300d\u3068\u3044\u3046\u8a00\u8449\u304c\u51fa\u3066\u304d\u305f\u6642\u306b\u3069\u3046\u3044\u3046\u610f\u5473\u3092\u60f3\u50cf\u3059\u308b\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/sadayoshi_tada\/20250924\/20250924195800.png\" width=\"1146\" height=\"132\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u3053\u306e\u8a00\u8449\u306e\u610f\u56f3\u306f\u300c\u5927\u611f\u8b1d\u6642\u4ee3\u3092\u751f\u304d\u629c\u3044\u305f\u6050\u7adc\u3002\u7d76\u6ec5\u3092\u7591\u308f\u308c\u3066\u3044\u305f\u304c\u6700\u8fd1\u751f\u304d\u6b8b\u308a\u304c\u898b\u3064\u304b\u3063\u305f\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002\u610f\u5473\u3092\u805e\u3044\u305f\u3089\u8a00\u8449\u306e\u610f\u5473\u3092\u7406\u89e3\u3067\u304d\u307e\u3059\u304c\u3001\u610f\u5473\u3092\u7406\u89e3\u3067\u304d\u306a\u3044\u3068\u591a\u304f\u306e\u4eba\u306f\u300c\u5927\u611f\u8b1d\u30b6\u30a6\u30eb\u30b9\u300d\u3068\u3044\u3046\u8a00\u8449\u304c\u3069\u3046\u3044\u3046\u610f\u5473\u304b\u3092\u7406\u89e3\u3057\u3066\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u96e3\u3057\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u8b0e\u30ef\u30fc\u30c9\u30e1\u30e2\u96c6 ~\u30de\u30b8\u30ab\u30eb\u30c9\u30ea\u30a2\u30f3\u3068\u30d0\u30ab\u30d0\u30fc\u30ac\u30fc\u306e\u5929\u3077\u3089~\u3088\u308a\u5f15\u7528\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/sadayoshi_tada\/20250924\/20250924195813.png\" width=\"1200\" height=\"150\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u8b0e\u30ef\u30fc\u30c9\u30e1\u30e2\u96c6 ~\u30de\u30b8\u30ab\u30eb\u30c9\u30ea\u30a2\u30f3\u3068\u30d0\u30ab\u30d0\u30fc\u30ac\u30fc\u306e\u5929\u3077\u3089~\u3088\u308a\u5f15\u7528<\/figcaption><\/figure>\n<\/p>\n<p>\u500b\u4eba\u7684\u306b\u3053\u3046\u3044\u3063\u305f\u793e\u5185\u7528\u8a9e\u306f\u793e\u5185\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u7528\u8a9e\u306e\u307e\u3068\u3081\u304c\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3059\u308b\u306e\u3067\u3059\u304c\u3001\u4f8b\u793a\u3067\u793a\u3057\u305f\u7528\u8a9e\u306f\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u306a\u3044\u8a00\u8449\u3067\u3057\u305f\u3002\u3068\u3044\u3046\u306e\u3082\u3001\u3053\u308c\u306f\u540c\u50da\u306e<a target=\"_blank\" href=\"https:\/\/x.com\/convto\">convto<\/a>\u3055\u3093\u304c\u72ec\u81ea\u306b\u8a71\u3057\u3066\u3044\u308b\u8a00\u8449\u3067\u3001\u793e\u5185\u3067\u306f\u300cconvto\u8a9e(\u4ee5\u964d\u3082convto\u8a9e\u3068\u547c\u79f0\u3057\u307e\u3059)\u300d\u3068\u547c\u79f0\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3042\u308a\u304c\u305f\u3044\u3053\u3068\u306bconvto\u8a9e\u306fconvto\u3055\u3093\u81ea\u8eab\u306e<a target=\"_blank\" href=\"https:\/\/convto.hatenablog.com\/entry\/2024\/05\/25\/140024\">\u30d6\u30ed\u30b0<\/a>\u3067\u968f\u6642\u89e3\u8aac\u3057\u3066\u304f\u308c\u3066\u304a\u308a\u3001\u79c1\u81ea\u8eab\u306f\u610f\u5473\u3092\u7406\u89e3\u3059\u308b\u6642\u306e\u4e00\u52a9\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u79c1\u306f\u3053\u306econvto\u8a9e\u304c\u597d\u304d\u306a\u306e\u3067\u3059\u304c\u3001\u8a00\u8449\u3068\u5408\u308f\u305b\u3066\u610f\u5473\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308c\u3070\u3001\u66f4\u306b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u5186\u6ed1\u306b\u9032\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u306f\u3068\u611f\u3058\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u3046\u3057\u305f\u72b6\u6cc1\u3092\u9451\u307f\u3066\u3001\u79c1\u4ee5\u5916\u306b\u3082convto\u8a9e\u304c\u3069\u3046\u3044\u3046\u610f\u5473\u304b\u3092\u77e5\u308a\u305f\u3044\u3051\u3069\u691c\u7d22\u3059\u308b\u60c5\u5831\u304c\u306a\u3044\u3068\u3044\u3046\u60a9\u307f\u3092\u6301\u3064\u4eba\u306b\u5411\u3051\u3066\u4f55\u3089\u304b\u89e3\u6c7a\u624b\u6bb5\u3092\u63d0\u4f9b\u3067\u304d\u306a\u3044\u304b\u3068\u691c\u8a0e\u3057\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"\u30ca\u30ec\u30c3\u30b8\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u69cb\u6210\u6982\u8981\">\u30ca\u30ec\u30c3\u30b8\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u69cb\u6210\u6982\u8981<\/h2>\n<p>\u4e0a\u8a18\u306e\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u3069\u3093\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u53d6\u308b\u304b\u3092\u691c\u8a0e\u3057\u305f\u969b\u306b\u3001Amazon Bedrock\u306bAmazon Bedrock Agent(\u4ee5\u964d\u3001Bedrock Agent\u3068\u547c\u79f0\u3057\u307e\u3059)\u3068Amazon Bedrock Knowledge Base(\u4ee5\u964d\u3001Knowlegde Base\u3068\u547c\u79f0\u3057\u307e\u3059)\u3092\u4f7f\u3063\u305f\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092<a target=\"_blank\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/prescriptive-guidance\/latest\/patterns\/develop-a-fully-automated-chat-based-assistant-by-using-amazon-bedrock-agents-and-knowledge-bases.html\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>\u3067\u78ba\u8a8d\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u79c1\u81ea\u8eab\u304c\u3053\u306e\u8a18\u4e8b\u3067\u306e\u53d6\u308a\u7d44\u307f\u306b\u304a\u3044\u3066\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3046\u3053\u3068\u3067\u7d20\u65e9\u304f\u691c\u8a3c\u3068\u5b89\u4fa1\u306b\u5b9f\u884c\u74b0\u5883\u3092\u69cb\u6210\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3057\u305f\u3002\u666e\u6bb5\u306e\u958b\u767a\u3067AWS\u3092\u5229\u7528\u3057\u3066\u304a\u308a\u3001Bedrock Agent\u53ca\u3073Knowledge Base\u306f\u30dc\u30bf\u30f3\u6570\u30af\u30ea\u30c3\u30af\u3067\u7d20\u65e9\u3044\u691c\u8a3c\u3092\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u611f\u3058\u305f\u3053\u3068\u3084\u3001Knowledge Base\u306fS3 Vectors\u3068\u7d71\u5408\u53ef\u80fd\u3067\u5b89\u4fa1\u306b\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u69cb\u6210\u3067\u304d\u308b\u3068\u611f\u3058\u305f\u305f\u3081\u3001\u3053\u308c\u3089\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u5927\u307e\u304b\u306a\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u3068\u3057\u3066\u306f\u4ee5\u4e0b\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<figure class=\"figure-image figure-image-fotolife\" title=\"\u5927\u307e\u304b\u306a\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u56f3\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/sadayoshi_tada\/20250924\/20250924194923.jpg\" width=\"771\" height=\"311\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u5927\u307e\u304b\u306a\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u56f3<\/figcaption><\/figure>\n<\/p>\n<p>Knowledge Base\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u3057\u3066\u3044\u308b\u3001S3\u306b\u306fconvto\u8a9e\u306e<a target=\"_blank\" href=\"https:\/\/convto.hatenablog.com\/entry\/2024\/05\/25\/140024\">\u89e3\u8aac\u8a18\u4e8b<\/a>\u3092PDF\u306b\u3057\u3066\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3001S3 Vectors\u3067\u30d9\u30af\u30bf\u30fc\u5316\u3057\u307e\u3057\u305f\u3002\u30e6\u30fc\u30b6\u30fc\u304cBedrock Agent\u306b\u8cea\u554f\u3092\u9001\u308a\u3001\u65e2\u306b\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u304c\u6709\u308c\u3070Knowlegde Base\u304b\u3089convto\u8a9e\u3092\u89e3\u8aac\u3059\u308b\u56de\u7b54\u304c\u8fd4\u308a\u3001\u3082\u3057Knowlegde Base\u306b\u306a\u3044\u8a00\u8449\u3067\u3042\u308c\u3070\u3001\u30d6\u30ed\u30b0\u3067\u65b0\u898f\u8a18\u4e8b\u306bconvto\u8a9e\u306e\u89e3\u8aac\u304c\u306a\u3044\u304b\u3092\u898b\u306b\u884c\u304f\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"Bedrock-Aagent\u8a2d\u5b9a\u6982\u8981\">Bedrock Aagent\u8a2d\u5b9a\u6982\u8981<\/h3>\n<p>Bedrock Agent\u306e\u8a2d\u5b9a\u306f<a target=\"_blank\" href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/agents-create.html\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>\u306b\u3082\u3042\u308b\u3088\u3046\u306bAWS\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb\u304b\u3089\u6570\u30af\u30ea\u30c3\u30af\u3067\u5b8c\u4e86\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u306fconvto\u8a9e\u89e3\u8aac\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8a2d\u5b9a\u753b\u9762\u629c\u7c8b\u3067\u3059\u3002AI\u306e\u30e2\u30c7\u30eb\u306fClaude Sonnet 4\u3092\u9078\u629e\u3057\u3001Actions groups\u306b\u30d6\u30ed\u30b0\u8a18\u4e8b\u3092\u53c2\u7167\u3057\u306b\u884c\u304fLambda\u3068\u3001Knowlegde Base\u306f\u30d6\u30ed\u30b0\u8a18\u4e8b\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/sadayoshi_tada\/20250924\/20250924200044.png\" width=\"1200\" height=\"804\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u307e\u305f\u3001Bedrock Agent\u306b\u306f\u4ee5\u4e0b\u306e\u6307\u793a\u3092\u4e0e\u3048\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"code lang-yaml\" data-lang=\"yaml\" data-unlink=\"\">\u3042\u306a\u305f\u306fconvto\u8a9e(\u3075\u3057\u304e\u30ef\u30fc\u30c9)\u3092\u89e3\u8aac\u3057\u3066\u304f\u308c\u308b\u512a\u79c0\u306aAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u3059\u3002\n\n\u4ee5\u4e0b\u306e\u624b\u9806\u3067\u9069\u5207\u306a\u56de\u7b54\u3092\u63d0\u4f9b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n<span class=\"synConstant\">1.<\/span> \u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306econvto\u8a9e\u306e\u89e3\u8aac\u4f9d\u983c\u3092\u614e\u91cd\u306b\u8aad\u307f\u3001\u89e3\u8aac\u53ef\u80fd\u306aconvto\u8a9e\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092Knowledge Base\u304b\u3089\u691c\u7d22\u3057\u3066\u53d6\u5f97\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n<span class=\"synConstant\">2.<\/span> \u3082\u3057Knowlege Base\u306b\u306a\u3044\u8a00\u8449\u304c\u3042\u3063\u305f\u3089\u30a2\u30af\u30b7\u30e7\u30f3\u30b0\u30eb\u30fc\u30d7\u3067\u8a2d\u5b9a\u3057\u305f\u3001\u6700\u65b0\u306e\u30d6\u30ed\u30b0\u304b\u3089convto\u8a9e\u89e3\u8aac\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u8abf\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n<span class=\"synConstant\">3.<\/span> <span class=\"synConstant\">1<\/span>,2\u306e\u3044\u305a\u308c\u3082\u306a\u3044\u5834\u5408\u306f\u3001\u8a00\u8449\u304b\u3089\u985e\u63a8\u3055\u308c\u308b\u4e00\u822c\u7684\u306a\u610f\u5473\u3092\u89e3\u8aac\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u4ee5\u4e0a\u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u30e6\u30fc\u30b6\u30fc\u306e\u7591\u554f\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u3001convto\u8a9e\u89e3\u8aac\u3092\u63d0\u4f9b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n<\/pre>\n<p>\u3053\u306e\u8a2d\u5b9a\u3067\u3069\u306e\u3088\u3046\u306a\u56de\u7b54\u7d50\u679c\u3092\u5f97\u3089\u308c\u308b\u304b\u3092\u6b21\u9805\u4ee5\u964d\u3067\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"Bedrock-Agent\u306b\u8cea\u554f\u3057\u3066\u307f\u305f\u7d50\u679c\">Bedrock Agent\u306b\u8cea\u554f\u3057\u3066\u307f\u305f\u7d50\u679c<\/h3>\n<p>\u4eca\u56de\u306f\u30c6\u30b9\u30c8\u306e\u305f\u3081\u30ed\u30fc\u30ab\u30eb\u304b\u3089Streamlit\u3067\u8cea\u554f\u3092\u3057\u3066\u307f\u307e\u3059\u3002\u4ee5\u4e0b\u3067\u3001\u8cea\u554f\u306e\u610f\u56f3\u3057\u305f\u56de\u7b54\u3092\u5f97\u3089\u308c\u305f\u30b1\u30fc\u30b9\u3068\u3001\u610f\u56f3\u3057\u306a\u3044\u56de\u7b54\u3092\u5f97\u3089\u308c\u305f\u30b1\u30fc\u30b9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u306f\u30d6\u30ed\u30b0\u306e\u8a18\u4e8b\u5185\u306b\u3042\u3063\u305f\u8a00\u8449\u3067\u3042\u308b\u3001\u300c\u30ef\u30ab\u30e9\u30f3\u30c6\u4f2f\u7235\u300d\u306fKnowledge Base\u304b\u3089\u691c\u7d22\u3057\u3066\u610f\u56f3\u901a\u308a\u89e3\u8aac\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002<br \/>\n<span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/sadayoshi_tada\/20250924\/20250924195256.png\" width=\"1200\" height=\"853\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u4ed6\u65b9\u3001\u3053\u3061\u3089\u3082\u8a18\u4e8b\u5185\u306b\u3042\u3063\u305f\u300c\u5927\u611f\u8b1d\u30b6\u30a6\u30eb\u30b9\u300d\u3068\u3044\u3046\u8a00\u8449\u3067\u3059\u304c\u3001\u3053\u308c\u306f\u8a18\u4e8b\u5185\u306e\u8a00\u8449\u304b\u3089\u691c\u7d22\u3057\u3066\u3082\u3089\u3048\u305a\u610f\u56f3\u3057\u305f\u56de\u7b54\u3092\u5f97\u3089\u308c\u306a\u304b\u3063\u305f\u3067\u3059\u3002\u305f\u3060\u3001\u5f15\u3051\u306a\u304b\u3063\u305f\u3068\u3057\u3066\u3082convto\u3055\u3093\u3078\u306e\u610f\u56f3\u3092\u78ba\u8a8d\u3057\u306b\u884c\u304f\u3088\u3046\u306b\u8d64\u67a0\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u4fc3\u305b\u305f\u3068\u3053\u308d\u306f\u3088\u304b\u3063\u305f\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<br \/>\n<span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/sadayoshi_tada\/20250924\/20250924195335.png\" width=\"1002\" height=\"783\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>PoC\u3067\u3056\u3063\u3068\u4f5c\u3063\u3066\u307f\u305f\u306e\u3067\u307e\u3060\u307e\u3060\u6539\u826f\u306e\u4f59\u5730\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3001Amazon Bedrock\u306e\u5229\u7528\u3092\u4eca\u5f8c\u3082\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5fdc\u3058\u3066\u691c\u8a0e\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u611f\u3058\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"\u696d\u52d9\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306e\u5fdc\u7528\u306b\u3064\u3044\u3066\">\u696d\u52d9\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306e\u5fdc\u7528\u306b\u3064\u3044\u3066<\/h2>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u66f8\u3044\u305fBedrock Agent\u53ca\u3073Knowledge Base\u306e\u69cb\u7bc9\u306e\u7d4c\u9a13\u304c\u4e00\u5b9a\u3042\u3063\u305f\u304a\u304b\u3052\u3067\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u7d39\u4ecb\u3055\u308c\u3066\u3044\u308b\u3001\u30b5\u30dd\u30fc\u30c8\u30b5\u30a4\u30c8\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u4ed5\u69d8\u3092\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u3059\u308bRAG\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f5c\u308a\u306b\u7d4c\u9a13\u3092\u6d3b\u304b\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u3053\u306e\u57fa\u76e4\u3082Bedrock Knowledge Base\u3068S3 Vectors\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u304b\u3064\u5b89\u4fa1\u306bRAG\u3092\u69cb\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<blockquote>\n<p>\u5f0a\u793e\u306b\u304a\u3044\u3066\u3082\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3084\u55b6\u696d\u306e\u751f\u7523\u6027\u5411\u4e0a\u304c\u91cd\u8981\u306a\u8ab2\u984c\u3067\u3042\u308a\u3001\u30b5\u30dd\u30fc\u30c8\u30b5\u30a4\u30c8\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u4ed5\u69d8\u3092\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u3059\u308bRAG\uff08Retrieval-Augmented Generation\uff09\u3092\u69cb\u7bc9\u3057\u3001\u304a\u5ba2\u69d8\u304b\u3089\u306e\u304a\u554f\u3044\u5408\u308f\u305b\u306b\u5bfe\u3057\u3066\u56de\u7b54\u6848\u3092\u81ea\u52d5\u3067\u751f\u6210\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u306a\u3069\u3092\u9032\u3081\u3066\u304a\u308a\u307e\u3059<\/p>\n<\/blockquote>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftech.layerx.co.jp%2Fentry%2Famazon-bedrock-knowledge-bases-retrieve-wiht-original-url\" title=\"Amazon Bedrock Knowledge Bases\u3067\u5b9f\u73fe\u3059\u308b&quot;\u5143\u306e\u30ea\u30f3\u30af\u3068\u30bb\u30c3\u30c8&quot;\u3067\u691c\u7d22\u3067\u304d\u308bRAG - LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/tech.layerx.co.jp\/entry\/amazon-bedrock-knowledge-bases-retrieve-wiht-original-url\">tech.layerx.co.jp<\/a><\/cite><\/p>\n<p>\u793e\u5185\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u8ab2\u984c\u89e3\u6c7a\u3092\u76ee\u6307\u3057\u305f\u3001\u30ca\u30ec\u30c3\u30b8\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092PoC\u3067\u69cb\u7bc9\u3057\u305f\u8a71\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u3053\u306ePoC\u3067\u69cb\u7bc9\u3057\u305f\u7d4c\u9a13\u304c\u696d\u52d9\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u5fdc\u7528\u304c\u3067\u304d\u3001\u7d4c\u9a13\u3092\u6d3b\u304b\u3059\u3053\u3068\u304c\u3067\u304d\u3066\u3088\u304b\u3063\u305f\u3067\u3059\u3002<\/p>\n<p>\u6700\u5f8c\u306b\u6539\u3081\u3066\u3001\u3053\u306e\u8a18\u4e8b\u306f<a target=\"_blank\" href=\"https:\/\/www.notion.so\/6975c0901ea54ca9b609fafc3e8a35c3?pvs=21\"><strong>LayerX AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc<\/strong><\/a>\u306e11\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002\u6bce\u65e5AI Agent\u306b\u95a2\u3059\u308b\u77e5\u898b\u3092\u304a\u5c4a\u3051\u3057\u307e\u3059\uff01<a target=\"_blank\" 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