{"id":7462,"date":"2026-10-06T10:03:17","date_gmt":"2026-10-06T01:03:17","guid":{"rendered":"https:\/\/techfun.cc\/?p=7462"},"modified":"2026-10-06T10:03:17","modified_gmt":"2026-10-06T01:03:17","slug":"bedrock-managed-knowledge-base-guide","status":"publish","type":"post","link":"https:\/\/techfun.cc\/generative-ai\/bedrock-managed-knowledge-base-guide.html","title":{"rendered":"Amazon Bedrock Managed Knowledge Base\u3068\u306f\uff1f\u5f93\u6765\u69cb\u6210\u3068\u306e\u9055\u3044\u3068\u6599\u91d1\u3001\u4f7f\u3044\u65b9"},"content":{"rendered":"<h3 id=\"section-1\" class=\"Heading Title Title--m\">\u306f\u3058\u3081\u306b<\/h3>\n<p>S3\u306b\u84c4\u7a4d\u3057\u305f\u793e\u5185\u898f\u7a0b\u3084\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u3001\u751f\u6210AI\u306e\u56de\u7b54\u306b\u4f7f\u3044\u305f\u3044\u3002\u305d\u306e\u969b\u306b\u5fc5\u8981\u306a\u6587\u66f8\u306e\u53d6\u308a\u8fbc\u307f\u3084\u691c\u7d22\u57fa\u76e4\u3092\u3001\u307e\u3068\u3081\u3066AWS\u306b\u4efb\u305b\u3089\u308c\u308b\u306e\u304cAmazon Bedrock Managed Knowledge Base\u3067\u3059\u3002<br \/>\n\u5f93\u6765\u306eKnowledge Base\u3067\u3082RAG\u306e\u69cb\u7bc9\u3092\u52b9\u7387\u5316\u3067\u304d\u307e\u3057\u305f\u304c\u3001\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u3084\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u306a\u3069\u306e\u9078\u629e\u304c\u5fc5\u8981\u3067\u3057\u305f\u3002Managed\u3067\u306f\u3053\u308c\u3089\u306b\u6a19\u6e96\u69cb\u6210\u304c\u7528\u610f\u3055\u308c\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u63a5\u7d9a\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001Managed Knowledge Base\u3068\u5f93\u6765\u69cb\u6210\uff08Customer-managed\uff09\u306e\u9055\u3044\u3084\u6599\u91d1\u3092\u6574\u7406\u3057\u3001S3\u4e0a\u306e\u6587\u66f8\u3092\u4f7f\u3063\u305f\u69cb\u7bc9\u624b\u9806\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<br \/>\n\u306a\u304a\u3001RAG\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3084\u3001\u751f\u6210AI\u306e\u56de\u7b54\u306b\u793e\u5185\u6587\u66f8\u3092\u6d3b\u7528\u3059\u308b\u65b9\u6cd5\u306f\u3001\u6b21\u306e\u8a18\u4e8b\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/introduction-to-rag.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/06\/introduction-to-rag.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">RAG\u3068\u306f\uff1f\u5916\u90e8\u60c5\u5831\u3092\u53c2\u7167\u3057\u3066\u56de\u7b54\u3059\u308b\u751f\u6210AI\u306e\u4ed5\u7d44\u307f<\/div><\/div><\/a>\n<p>\u5f93\u6765\u306eKnowledge Base\u3068S3 Vectors\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u69cb\u7bc9\u624b\u9806\u306f\u3001\u6b21\u306e\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/bedrock-knowledge-base-quick-start-rag.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/02\/bedrock-knowledge-base-quick-start-rag-scaled.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">Amazon Bedrock Knowledge Base \u00d7 S3 Vectors\u3067RAG\u3092\u4f5c\u3063\u3066\u2026<\/div><\/div><\/a>\n<h3 id=\"section-2\" class=\"Heading Title Title--m\">Amazon Bedrock Managed Knowledge Base\u3068\u306f<\/h3>\n<p>RAG\u306f\u3001\u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u6587\u66f8\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u5185\u5bb9\u3092\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3078\u6e21\u3057\u3066\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u691c\u7d22\u306e\u524d\u306b\u306f\u3001\u6587\u66f8\u306e\u8aad\u307f\u53d6\u308a\u3001\u691c\u7d22\u5358\u4f4d\u3078\u306e\u5206\u5272\u3001\u610f\u5473\u3092\u6570\u5024\u3067\u8868\u3059\u57cb\u3081\u8fbc\u307f\u306e\u751f\u6210\u3001\u4fdd\u5b58\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>Managed Knowledge Base\u306f\u3001\u3053\u306e\u53d6\u308a\u8fbc\u307f\u304b\u3089\u691c\u7d22\u307e\u3067\u306e\u57fa\u76e4\u3092AWS\u304c\u7ba1\u7406\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<a href=\"https:\/\/aws.amazon.com\/about-aws\/whats-new\/2026\/06\/amazon-bedrock-managed-knowledge-base\/\" class=\"Ext\">2026\u5e746\u670817\u65e5\u306b\u4e00\u822c\u63d0\u4f9b\u304c\u59cb\u307e\u308a<\/a>\u3001\u767a\u8868\u6642\u70b9\u3067\u6771\u4eac\u30ea\u30fc\u30b8\u30e7\u30f3\u3082\u5bfe\u8c61\u306b\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u6a19\u6e96\u69cb\u6210\u3067\u306f\u3001\u6587\u66f8\u89e3\u6790\u3084\u57cb\u3081\u8fbc\u307f\u306b\u52a0\u3048\u3001<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-build-managed.html\" class=\"Ext\">\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306e\u7ba1\u7406\u3084\u691c\u7d22\u7d50\u679c\u306e\u4e26\u3079\u76f4\u3057<\/a>\u3082AWS\u304c\u62c5\u5f53\u3057\u307e\u3059\u3002\u5229\u7528\u8005\u306f\u3001\u63a5\u7d9a\u3059\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u53d6\u308a\u8fbc\u3080\u6587\u66f8\u306e\u7bc4\u56f2\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3001\u56de\u7b54\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<br \/>\n\u4f8b\u3048\u3070S3\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u305d\u306e\u4e2d\u306e\u6587\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u691c\u7d22\u53ef\u80fd\u306a\u72b6\u614b\u3078\u5909\u63db\u3057\u307e\u3059\u3002\u5143\u306eS3\u30d5\u30a1\u30a4\u30eb\u3092\u8cea\u554f\u306e\u305f\u3073\u306b\u76f4\u63a5\u8aad\u3080\u69cb\u6210\u3068\u306f\u7570\u306a\u308a\u3001<strong>\u6700\u521d\u306b\u53d6\u308a\u8fbc\u307f\u51e6\u7406\u304c\u5fc5\u8981<\/strong>\u3067\u3059\u3002\u6587\u66f8\u3092\u66f4\u65b0\u3057\u305f\u5834\u5408\u3082\u3001<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-data-source-sync-ingest.html\" class=\"Ext\">\u540c\u671f\u3057\u3066\u691c\u7d22\u5185\u5bb9\u3078\u53cd\u6620\u3057\u307e\u3059<\/a>\u3002<\/p>\n<p>S3\u4ee5\u5916\u306b\u3082\u3001SharePoint\u3001OneDrive\u3001Google Drive\u3001Confluence\u3001Box\u3001ServiceNow\u306a\u3069\u3092\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u3057\u3066\u63a5\u7d9a\u3067\u304d\u307e\u3059\u3002Web\u30da\u30fc\u30b8\u3092\u53d6\u308a\u8fbc\u3080Web Crawler\u3084\u3001\u72ec\u81ea\u306e\u9023\u643a\u306b\u4f7f\u3046Custom\u30b3\u30cd\u30af\u30bf\u30fc\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5bfe\u5fdc\u3059\u308b\u63a5\u7d9a\u5148\u306f\u3001<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-managed-create.html\" class=\"Ext\">\u516c\u5f0f\u306e\u4f5c\u6210\u30ac\u30a4\u30c9<\/a>\u306e\u300cSupported data source connectors\u300d\u306b\u4e00\u89a7\u3067\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"section-3\" class=\"Heading Title Title--m\">\u5f93\u6765\u306eKnowledge Base\u3068\u306e\u9055\u3044<\/h3>\n<h4 id=\"section-3-1\" class=\"Heading Title Title--s\">\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306e\u9078\u5b9a\u30fb\u7ba1\u7406\u304c\u4e0d\u8981\u306b\u306a\u308b<\/h4>\n<p>\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306f\u3001\u6587\u66f8\u304b\u3089\u751f\u6210\u3057\u305f\u57cb\u3081\u8fbc\u307f\u30d9\u30af\u30c8\u30eb\u3092\u4fdd\u5b58\u3057\u3001\u691c\u7d22\u306b\u4f7f\u3046\u4ed5\u7d44\u307f\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u3092\u5229\u7528\u8005\u304c\u9078\u3076\u69cb\u6210\u3092\u3001\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u547c\u79f0\u306b\u5408\u308f\u305b\u3066Customer-managed\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>Managed<\/th>\n<th>Customer-managed<\/th>\n<\/tr>\n<tr>\n<td>\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306e\u9078\u629e<\/td>\n<td>Bedrock\u306b\u4efb\u305b\u308b<\/td>\n<td>S3 Vectors\u3001OpenSearch Serverless\u3001Aurora\u306a\u3069\u304b\u3089\u9078\u629e<\/td>\n<\/tr>\n<tr>\n<td>\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306e\u69cb\u7bc9\u30fb\u62e1\u5f35<\/td>\n<td>Bedrock\u304c\u7ba1\u7406<\/td>\n<td>\u9078\u629e\u3057\u305f\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306b\u5fdc\u3058\u3066\u8a2d\u5b9a\u30fb\u7ba1\u7406<\/td>\n<\/tr>\n<tr>\n<td>\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb<\/td>\n<td>\u30b5\u30fc\u30d3\u30b9\u7ba1\u7406\u306e\u30e2\u30c7\u30eb\u304c\u6a19\u6e96<\/td>\n<td>\u5229\u7528\u8005\u304c\u9078\u629e<\/td>\n<\/tr>\n<tr>\n<td>\u691c\u7d22\u65b9\u5f0f<\/td>\n<td>\u901a\u5e38\u691c\u7d22\u306f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22<\/td>\n<td>\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306b\u5fdc\u3058\u305f\u691c\u7d22\u65b9\u5f0f\u3092\u9078\u629e<\/td>\n<\/tr>\n<tr>\n<td>\u4e3b\u306a\u7528\u9014<\/td>\n<td>\u57fa\u76e4\u306e\u8a2d\u5b9a\u3092\u6e1b\u3089\u3057\u3066\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b<\/td>\n<td>\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u3084\u691c\u7d22\u69cb\u6210\u3092\u7d30\u304b\u304f\u6307\u5b9a\u3059\u308b<\/td>\n<\/tr>\n<\/table>\n<p>\u4e0a\u8868\u306f<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-build-managed.html\" class=\"Ext\">\u69cb\u6210\u6bd4\u8f03<\/a>\u3001<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/knowledge-base-setup.html\" class=\"Ext\">\u5bfe\u5fdc\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2<\/a>\u3001<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-test-retrieve.html\" class=\"Ext\">Managed\u306e\u691c\u7d22\u4ed5\u69d8<\/a>\u306b\u57fa\u3065\u304d\u307e\u3059\u3002\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u306f\u3001\u610f\u5473\u306e\u8fd1\u3055\u3092\u4f7f\u3046\u691c\u7d22\u3068\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u4f7f\u3046\u691c\u7d22\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u65b9\u5f0f\u3067\u3059\u3002<br \/>\n\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\u30fb\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u30fb\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u306a\u3069\u306e\u9055\u3044\u3068\u4f7f\u3044\u5206\u3051\u306f\u3001\u6b21\u306e\u8a18\u4e8b\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/rag-search-design-methods.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/06\/rag-search-design-methods.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">RAG\u306e\u691c\u7d22\u8a2d\u8a08\uff1a\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\u30fb\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u30fb\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u691c\u7d22\u306e\u9055\u3044<\/div><\/div><\/a>\n<p>\u516c\u5f0f\u8cc7\u6599\u3067\u306f\u3001Managed\u304c\u57cb\u3081\u8fbc\u307f\u30d9\u30af\u30c8\u30eb\u3060\u3051\u3067\u306a\u304f\u3001\u30c6\u30ad\u30b9\u30c8\u30fb\u30e1\u30bf\u30c7\u30fc\u30bf\u30fb\u5143\u30d5\u30a1\u30a4\u30eb\u3082\u7ba1\u7406\u3059\u308b\u4fdd\u5b58\u57fa\u76e4\u3092\u300c\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u300d\u3068\u8868\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u4e0a\u8868\u3067\u306f\u3001\u305d\u306e\u3046\u3061\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306e\u9078\u629e\u30fb\u7ba1\u7406\u306b\u95a2\u3059\u308b\u9055\u3044\u3092\u6bd4\u8f03\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\nManaged\u306e\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u304cS3 Vectors\u304bOpenSearch\u304b\u306f\u3001\u4eca\u56de\u78ba\u8a8d\u3057\u305f\u516c\u5f0f\u8cc7\u6599\u3067\u306f\u7279\u5b9a\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u5229\u7528\u8005\u304c\u6307\u5b9a\u3059\u308bS3\u306f\u5143\u6587\u66f8\u306e\u7f6e\u304d\u5834\u6240\u3067\u3059\u3002<strong>S3\u3092\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u9078\u3076\u3053\u3068\u3068\u3001S3 Vectors\u3092\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306b\u9078\u3076\u3053\u3068\u306f\u5225<\/strong>\u3067\u3059\u3002<\/p>\n<h4 id=\"section-3-2\" class=\"Heading Title Title--s\">\u6587\u66f8\u89e3\u6790\u30fb\u57cb\u3081\u8fbc\u307f\u30fb\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u304c\u6a19\u6e96\u3067\u7d44\u307f\u8fbc\u307e\u308c\u308b<\/h4>\n<p>\u6587\u66f8\u304b\u3089\u5185\u5bb9\u3092\u62bd\u51fa\u3059\u308b\u30d1\u30fc\u30b5\u30fc\u3068\u3001\u5185\u5bb9\u3092\u30d9\u30af\u30c8\u30eb\u3078\u5909\u63db\u3059\u308b\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u304c\u6a19\u6e96\u3067\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u691c\u7d22\u3057\u305f\u5019\u88dc\u3092\u8cea\u554f\u3068\u306e\u95a2\u9023\u5ea6\u3067\u4e26\u3079\u76f4\u3059\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u306b\u3082\u3001\u30b5\u30fc\u30d3\u30b9\u7ba1\u7406\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u3048\u307e\u3059\u3002<br \/>\n\u6a19\u6e96\u306e\u30d1\u30fc\u30b5\u30fc\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u6587\u66f8\u3084PDF\u306b\u52a0\u3048\u3001\u8868\u3084\u56f3\u3092\u542b\u3080\u6587\u66f8\u3001\u753b\u50cf\u3001\u97f3\u58f0\u3001\u52d5\u753b\u306b\u3082<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-managed-create.html\" class=\"Ext\">\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059<\/a>\u3002\u56f3\u306f\u8aac\u660e\u6587\u3068\u3057\u3066\u3001\u97f3\u58f0\u30fb\u52d5\u753b\u306f\u6587\u5b57\u8d77\u3053\u3057\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307e\u308c\u307e\u3059\u3002\u56f3\u3084\u753b\u50cf\u3001\u97f3\u58f0\u3001\u52d5\u753b\u3092\u5bfe\u8c61\u306b\u3059\u308b\u5834\u5408\u306f\u3001\u4f5c\u6210\u6642\u306e\u300c\u9ad8\u5ea6\u306a\u8a2d\u5b9a\u300d\u3067\u5bfe\u8c61\u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002<br \/>\n\u6a19\u6e96\u69cb\u6210\u3092\u9078\u3079\u3070\u3001\u307e\u305a\u81ea\u5206\u306e\u6587\u66f8\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u7d50\u679c\u3092\u898b\u306a\u304c\u3089\u8abf\u6574\u3092\u9032\u3081\u3089\u308c\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u6587\u66f8\u5f62\u5f0f\u3084\u8868\u73fe\u306b\u3088\u3063\u3066\u53d6\u308a\u51fa\u305b\u308b\u5185\u5bb9\u306f\u5909\u308f\u308b\u305f\u3081\u3001\u6a19\u6e96\u8a2d\u5b9a\u3060\u3051\u3067\u5341\u5206\u306a\u7cbe\u5ea6\u304c\u5f97\u3089\u308c\u308b\u304b\u306f\u5225\u9014\u78ba\u8a8d\u3057\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-managed-create.html\" class=\"Ext\">\u30ab\u30b9\u30bf\u30e0\u306e\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb<\/a>\u3082\u9078\u3079\u307e\u3059\u304c\u3001\u305d\u306e\u5834\u5408\u306fManaged\u306e\u30ea\u30e9\u30f3\u30ab\u30fc\u3092\u5229\u7528\u3067\u304d\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u4f5c\u6210\u5f8c\u306b\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u306e\u7a2e\u5225\u3092\u5207\u308a\u66ff\u3048\u308b\u306b\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306e\u4f5c\u308a\u76f4\u3057\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h4 id=\"section-3-3\" class=\"Heading Title Title--s\">\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u9023\u643a\u3068\u30a2\u30af\u30bb\u30b9\u6a29\u9650<\/h4>\n<p>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u9023\u643a\u3067\u306f\u3001\u6587\u66f8\u306e\u53d6\u308a\u8fbc\u307f\u306b\u52a0\u3048\u3001<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-managed-acl.html\" class=\"Ext\">\u6587\u66f8\u5358\u4f4d\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3092\u691c\u7d22\u7d50\u679c\u3078\u53cd\u6620\u3059\u308bACL\u5bfe\u5fdc\u306e\u6a5f\u80fd<\/a>\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u5bfe\u5fdc\u7bc4\u56f2\u306f\u30b3\u30cd\u30af\u30bf\u30fc\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<br \/>\n\u305f\u3060\u3057\u3001\u5229\u7528\u8005\u306e\u672c\u4eba\u78ba\u8a8d\u307e\u3067Bedrock\u304c\u884c\u3046\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-managed-acl.html\" class=\"Ext\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u8a8d\u8a3c\u3057\u305f\u5229\u7528\u8005\u306e\u60c5\u5831\u3092\u6e21\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059<\/a>\u3002S3\u3067\u306f\u3001\u691c\u7d22\u7528\u306eACL\u60c5\u5831\u3092\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3067\u7528\u610f\u3057\u307e\u3059\u3002S3\u30d0\u30b1\u30c3\u30c8\u306e\u30a2\u30af\u30bb\u30b9\u8a2d\u5b9a\u3060\u3051\u3067\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u5229\u7528\u8005\u3054\u3068\u306e\u691c\u7d22\u7bc4\u56f2\u306f\u81ea\u52d5\u7684\u306b\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002<\/p>\n<h4 id=\"section-3-4\" class=\"Heading Title Title--s\">Agentic Retrieval\u306b\u3088\u308b\u8907\u6570\u6bb5\u968e\u306e\u691c\u7d22<\/h4>\n<p>\u901a\u5e38\u691c\u7d22\u306b\u52a0\u3048\u3001\u8cea\u554f\u3092\u5c0f\u3055\u306a\u554f\u3044\u3078\u5206\u89e3\u3057\u3001\u691c\u7d22\u3092\u7e70\u308a\u8fd4\u3059<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-how-retrieval.html\" class=\"Ext\">Agentic Retrieval<\/a>\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u8907\u6570\u306e\u8cc7\u6599\u3092\u53c2\u7167\u3057\u306a\u3044\u3068\u7b54\u3048\u3089\u308c\u306a\u3044\u8cea\u554f\u306b\u5bfe\u3057\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u6bb5\u968e\u7684\u306b\u96c6\u3081\u308b\u6a5f\u80fd\u3067\u3059\u3002<\/p>\n<h3 id=\"section-4\" class=\"Heading Title Title--m\">\u6599\u91d1\u306e\u4ed5\u7d44\u307f<\/h3>\n<h4 id=\"section-4-1\" class=\"Heading Title Title--s\">\u5143\u30c7\u30fc\u30bf\u5bb9\u91cf\u3068\u691c\u7d22\u56de\u6570\u306b\u3088\u308b\u8ab2\u91d1<\/h4>\n<p>\u57fa\u672c\u6599\u91d1\u306f\u3001\u4fdd\u5b58\u3059\u308b\u5143\u30c7\u30fc\u30bf\u306e\u5bb9\u91cf\u3068\u691c\u7d22\u56de\u6570\u3067\u6c7a\u307e\u308a\u307e\u3059\u30022026\u5e749\u670828\u65e5\u306b\u78ba\u8a8d\u3057\u305f<a href=\"https:\/\/aws.amazon.com\/bedrock\/pricing\/\" class=\"Ext\">\u516c\u5f0f\u6599\u91d1\u8868<\/a>\u306e\u5358\u4fa1\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\u91d1\u984d\u306f\u7c73\u30c9\u30eb\u3067\u3059\u3002<br \/>\n\u4ee5\u4e0b\u306f\u3001\u6587\u66f8\u306e\u53d6\u308a\u8fbc\u307f\u30fb\u4fdd\u5b58\u30fb\u691c\u7d22\u306b\u304b\u304b\u308b\u6599\u91d1\u3067\u3059\u3002\u901a\u5e38\u691c\u7d22\u3068Agentic Retrieval\u306e\u3044\u305a\u308c\u306e\u6599\u91d1\u306b\u3082\u3001<strong>\u691c\u7d22\u7d50\u679c\u304b\u3089\u5229\u7528\u8005\u5411\u3051\u306e\u56de\u7b54\u6587\u3092\u751f\u6210\u3059\u308b\u30e2\u30c7\u30eb\u306e\u6599\u91d1\u306f\u542b\u307e\u308c\u307e\u305b\u3093<\/strong>\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>\u6599\u91d1<\/th>\n<\/tr>\n<tr>\n<td>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4fdd\u5b58<\/td>\n<td>\u5143\u30c7\u30fc\u30bf1GB\u3042\u305f\u308a\u6708\u984d5\u30c9\u30eb<\/td>\n<\/tr>\n<tr>\n<td>\u901a\u5e38\u691c\u7d22\uff08Retrieve API\uff09<\/td>\n<td>1,000\u56de\u3042\u305f\u308a1\u30c9\u30eb<\/td>\n<\/tr>\n<tr>\n<td>Agentic Retrieval\uff08\u6a19\u6e96\u306e\u8a08\u753b\u7528\u30e2\u30c7\u30eb\uff09<\/td>\n<td>1,000\u56de\u3042\u305f\u308a4\u30c9\u30eb\uff0b\u5185\u90e8\u3067\u5b9f\u884c\u3059\u308b\u901a\u5e38\u691c\u7d22\u306e\u6599\u91d1<\/td>\n<\/tr>\n<tr>\n<td>\u6a19\u6e96\u30d1\u30fc\u30b5\u30fc\u306b\u3088\u308b\u6587\u66f8\u89e3\u6790<\/td>\n<td>\u8ffd\u52a0\u6599\u91d1\u306a\u3057<\/td>\n<\/tr>\n<tr>\n<td>\u6a19\u6e96\u30e2\u30c7\u30eb\u306b\u3088\u308b\u57cb\u3081\u8fbc\u307f\u751f\u6210<\/td>\n<td>\u8ffd\u52a0\u6599\u91d1\u306a\u3057<\/td>\n<\/tr>\n<tr>\n<td>\u6a19\u6e96\u30ea\u30e9\u30f3\u30ab\u30fc<\/td>\n<td>\u8ffd\u52a0\u6599\u91d1\u306a\u3057<\/td>\n<\/tr>\n<\/table>\n<p>\u4fdd\u5b58\u6599\u91d1\u306e\u57fa\u6e96\u306f\u3001\u6599\u91d1\u8868\u306b\u8a18\u8f09\u3055\u308c\u305f\u300c\u5143\u30c7\u30fc\u30bf\u5bb9\u91cf\u300d\u3067\u3059\u3002\u81ea\u5206\u3067\u4f5c\u6210\u3057\u305f\u30d9\u30af\u30c8\u30eb\u306e\u30b5\u30a4\u30ba\u3092\u4f7f\u3063\u3066\u3001\u3053\u306e\u8868\u306e\u4fdd\u5b58\u6599\u3092\u8a08\u7b97\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\nAgentic Retrieval\u306e\u300c\u8a08\u753b\u7528\u30e2\u30c7\u30eb\u300d\u306f\u3001\u8cea\u554f\u306b\u7b54\u3048\u308b\u305f\u3081\u306b\u4f55\u3092\u691c\u7d22\u3059\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002\u305d\u306e\u6599\u91d1\u3068\u3001\u691c\u7d22\u7d50\u679c\u3092\u3082\u3068\u306b\u5229\u7528\u8005\u5411\u3051\u306e\u56de\u7b54\u6587\u3092\u751f\u6210\u3059\u308b\u30e2\u30c7\u30eb\u306e\u6599\u91d1\u306f\u5225\u3067\u3059\u3002<\/p>\n<h4 id=\"section-4-2\" class=\"Heading Title Title--s\">\u6a19\u6e96\u6599\u91d1\u306b\u542b\u307e\u308c\u308b\u51e6\u7406\u3068\u3001\u5225\u9014\u304b\u304b\u308b\u8cbb\u7528<\/h4>\n<p>\u6a19\u6e96\u306e\u6587\u66f8\u89e3\u6790\u30fb\u57cb\u3081\u8fbc\u307f\u751f\u6210\u30fb\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u306b\u306f\u3001\u8ffd\u52a0\u6599\u91d1\u304c\u304b\u304b\u308a\u307e\u305b\u3093\u3002RAG\u3068\u3057\u3066\u56de\u7b54\u6587\u307e\u3067\u751f\u6210\u3059\u308b\u5834\u5408\u306f\u3001\u4fdd\u5b58\u30fb\u691c\u7d22\u306e\u6599\u91d1\u306b\u56de\u7b54\u751f\u6210\u30e2\u30c7\u30eb\u306e\u5229\u7528\u6599\u3092\u52a0\u3048\u3066\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<br \/>\n\u57cb\u3081\u8fbc\u307f\u30fb\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3084Agentic Retrieval\u306e\u8a08\u753b\u306b\u72ec\u81ea\u306e\u30e2\u30c7\u30eb\u3092\u9078\u3076\u5834\u5408\u306f\u3001\u9078\u629e\u3057\u305f\u30e2\u30c7\u30eb\u306e\u6599\u91d1\u4f53\u7cfb\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002AgentCore Gateway\u7d4c\u7531\u306e\u547c\u3073\u51fa\u3057\u3084\u3001CloudWatch\u306b\u3088\u308b\u76e3\u8996\u3092\u4f7f\u3046\u5834\u5408\u3082<a href=\"https:\/\/aws.amazon.com\/bedrock\/pricing\/\" class=\"Ext\">\u8ffd\u52a0\u8cbb\u7528<\/a>\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<br \/>\n\u5143\u6587\u66f8\u3092\u7f6e\u304fS3\u306a\u3069\u3001\u7d44\u307f\u5408\u308f\u305b\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u5229\u7528\u6599\u3082\u898b\u7a4d\u3082\u308a\u306b\u542b\u3081\u307e\u3059\u3002\u5f93\u6765\u69cb\u6210\u3068\u6bd4\u8f03\u3059\u308b\u969b\u306f\u3001\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u5358\u4f53\u306e\u4fa1\u683c\u306b\u52a0\u3048\u3066\u3001\u6587\u66f8\u89e3\u6790\u30fb\u57cb\u3081\u8fbc\u307f\u30fb\u691c\u7d22\u306e\u8cbb\u7528\u3068\u3001\u8a2d\u5b9a\u3084\u904b\u7528\u306b\u304b\u304b\u308b\u4f5c\u696d\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n<h4 id=\"section-4-3\" class=\"Heading Title Title--s\">\u691c\u7d22\u307e\u3067\u306e\u6708\u984d\u8a66\u7b97<\/h4>\n<p>\u5143\u30c7\u30fc\u30bf1GB\u30921\u304b\u6708\u4fdd\u5b58\u3057\u3001\u901a\u5e38\u691c\u7d22\u3092\u67081\u4e07\u56de\u5b9f\u884c\u3059\u308b\u5834\u5408\u3001\u4fdd\u5b58\u30fb\u691c\u7d22\u306e\u5c0f\u8a08\u306f\u6708\u984d15\u30c9\u30eb\u3067\u3059\u3002\u56de\u7b54\u751f\u6210\u3084S3\u306a\u3069\u306e\u6599\u91d1\u3092\u542b\u307e\u306a\u3044\u3001\u516c\u958b\u5358\u4fa1\u304b\u3089\u306e\u8a66\u7b97\u3067\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u5185\u8a33<\/th>\n<th>\u8a08\u7b97<\/th>\n<th>\u6708\u984d<\/th>\n<\/tr>\n<tr>\n<td>\u4fdd\u5b58<\/td>\n<td>1GB \u00d7 5\u30c9\u30eb<\/td>\n<td>5\u30c9\u30eb<\/td>\n<\/tr>\n<tr>\n<td>\u901a\u5e38\u691c\u7d22<\/td>\n<td>10,000\u56de \u00f7 1,000 \u00d7 1\u30c9\u30eb<\/td>\n<td>10\u30c9\u30eb<\/td>\n<\/tr>\n<tr>\n<td>\u4fdd\u5b58\u30fb\u691c\u7d22\u306e\u5c0f\u8a08<\/td>\n<td>\u56de\u7b54\u751f\u6210\u30fbS3\u306a\u3069\u306e\u6599\u91d1\u3092\u9664\u304f<\/td>\n<td>15\u30c9\u30eb<\/td>\n<\/tr>\n<\/table>\n<p>\u540c\u3058\u4fdd\u5b58\u5bb9\u91cf\u3067\u3001\u6a19\u6e96\u306e\u8a08\u753b\u7528\u30e2\u30c7\u30eb\u306b\u3088\u308bAgentic Retrieval\u3092\u67081\u4e07\u56de\u4f7f\u3044\u30011\u56de\u306e\u547c\u3073\u51fa\u3057\u3042\u305f\u308a\u306e\u5185\u90e8\u691c\u7d22\u304c\u5e73\u57472\u56de\u306a\u3089\u3001\u4fdd\u5b58\u30fb\u691c\u7d22\u306e\u5c0f\u8a08\u306f\u6708\u984d65\u30c9\u30eb\u3067\u3059\u3002\u5185\u8a33\u306f\u4fdd\u5b585\u30c9\u30eb\u3001\u691c\u7d22\u8a08\u753b40\u30c9\u30eb\u3001\u5185\u90e8\u691c\u7d2220\u30c9\u30eb\u3067\u3001\u3053\u3061\u3089\u3082\u56de\u7b54\u751f\u6210\u3084S3\u306a\u3069\u306e\u6599\u91d1\u306f\u542b\u307f\u307e\u305b\u3093\u3002<br \/>\n\u540c\u3058\u8cea\u554f\u6570\u3067\u3082\u3001\u5185\u90e8\u691c\u7d22\u306e\u56de\u6570\u306b\u5fdc\u3058\u3066\u8cbb\u7528\u304c\u5897\u6e1b\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"section-5\" class=\"Heading Title Title--m\">S3\u306b\u3042\u308b\u6587\u66f8\u3067RAG\u3092\u69cb\u7bc9\u3059\u308b<\/h3>\n<h4 id=\"section-5-1\" class=\"Heading Title Title--s\">\u4eca\u56de\u4f7f\u3046S3\u4e0a\u306e\u6587\u66f8<\/h4>\n<p>S3\u306e\u6c4e\u7528\u30d0\u30b1\u30c3\u30c8\u306b\u3001\u793e\u5185\u898f\u7a0b\u304c\u4fdd\u7ba1\u3055\u308c\u3066\u3044\u308b\u5834\u9762\u3092\u60f3\u5b9a\u3057\u307e\u3059\u3002\u30c7\u30e2\u3067\u306f\u3001\u4eba\u4e8b\u30fb\u7d4c\u7406\u30fb\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u67b6\u7a7a\u306e\u898f\u7a0b7\u4ef6\u3092\u4f5c\u6210\u3057\u3066\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u6587\u66f8<\/th>\n<th>\u8a18\u8f09\u5185\u5bb9<\/th>\n<\/tr>\n<tr>\n<td>remote-work.txt<\/td>\n<td>\u5728\u5b85\u52e4\u52d9\u306e\u5bfe\u8c61\u8005\u3001\u5229\u7528\u65e5\u6570\u3001\u7533\u8acb\u624b\u7d9a\u304d\u3001\u52e4\u52d9\u5834\u6240<\/td>\n<\/tr>\n<tr>\n<td>expense-policy.txt<\/td>\n<td>\u7acb\u66ff\u7d4c\u8cbb\u306e\u7533\u8acb\u671f\u9650\u3001\u627f\u8a8d\u3001\u4ea4\u969b\u8cbb\u3068\u5099\u54c1\u8cfc\u5165\u306e\u4e0a\u9650<\/td>\n<\/tr>\n<tr>\n<td>business-travel.txt<\/td>\n<td>\u51fa\u5f35\u306e\u7533\u8acb\u3001\u4ea4\u901a\u624b\u6bb5\u3001\u5bbf\u6cca\u8cbb\u3068\u65e5\u5f53\u3001\u65c5\u8cbb\u306e\u7cbe\u7b97<\/td>\n<\/tr>\n<tr>\n<td>leave-policy.txt<\/td>\n<td>\u5e74\u6b21\u6709\u7d66\u4f11\u6687\u306e\u4ed8\u4e0e\u3068\u53d6\u5f97\u3001\u7279\u5225\u4f11\u6687<\/td>\n<\/tr>\n<tr>\n<td>it-equipment.txt<\/td>\n<td>\u8cb8\u4e0e\u3059\u308bIT\u6a5f\u5668\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u5c0e\u5165\u3001\u7d1b\u5931\u6642\u306e\u5bfe\u5fdc<\/td>\n<\/tr>\n<tr>\n<td>information-security.txt<\/td>\n<td>\u60c5\u5831\u306e\u533a\u5206\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u3001\u6301\u3061\u51fa\u3057\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5831\u544a<\/td>\n<\/tr>\n<tr>\n<td>generative-ai-guideline.txt<\/td>\n<td>\u5229\u7528\u3067\u304d\u308b\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3001\u5165\u529b\u3057\u3066\u3088\u3044\u60c5\u5831<\/td>\n<\/tr>\n<\/table>\n<p>S3\u4e0a\u306e\u914d\u7f6e\u4f8b\u306f <span class=\"Post-inline\">s3:\/\/&lt;\u5229\u7528\u3059\u308b\u30d0\u30b1\u30c3\u30c8\u540d&gt;\/managed-kb-demo\/<\/span> \u3067\u3059\u3002\u65e2\u5b58\u6587\u66f8\u3092\u4f7f\u3046\u5834\u5408\u306f\u3001\u6587\u66f8\u306b\u66f8\u304b\u308c\u305f\u6761\u4ef6\u3068\u56de\u7b54\u3092\u7167\u5408\u3067\u304d\u308b\u8cea\u554f\u3092\u7528\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n\u4ee5\u964d\u306f\u6587\u66f8\u306e\u914d\u7f6e\u304c\u6e08\u3093\u3067\u3044\u308b\u72b6\u614b\u304b\u3089\u9032\u3081\u307e\u3059\u3002\u4eca\u56de\u306f\u6771\u4eac\u30ea\u30fc\u30b8\u30e7\u30f3\u3092\u60f3\u5b9a\u3057\u3001\u30d0\u30b1\u30c3\u30c8\u3068\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u540c\u3058AWS\u30a2\u30ab\u30a6\u30f3\u30c8\u30fb\u540c\u3058\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u7f6e\u304d\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/10\/bedrock-managed-knowledge-base-guide-s3.png\" alt=\"S3\u306emanaged-kb-demo\/\u306b\u793e\u5185\u898f\u7a0b7\u4ef6\u3092\u914d\u7f6e\u3057\u305f\u753b\u9762\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">S3\u306e\u30d7\u30ec\u30d5\u30a3\u30c3\u30af\u30b9 `managed-kb-demo\/` \u306b\u914d\u7f6e\u3057\u305f\u793e\u5185\u898f\u7a0b7\u4ef6<\/div>\n<p>\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u4f5c\u6210\u3059\u308b\u5229\u7528\u8005\u306b\u306f\u3001<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-managed-prereqs.html\" class=\"Ext\">\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306e\u4f5c\u6210\u6a29\u9650<\/a>\u306b\u52a0\u3048\u3001\u30b5\u30fc\u30d3\u30b9\u30ed\u30fc\u30eb\u3092\u6e21\u3059\u305f\u3081\u306e <span class=\"Post-inline\">iam:PassRole<\/span> \u306a\u3069\u306e\u6a29\u9650\u304c\u5fc5\u8981\u3067\u3059\u3002\u30b5\u30fc\u30d3\u30b9\u30ed\u30fc\u30eb\u306b\u306f\u5bfe\u8c61\u306eS3\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u53d6\u308b\u6a29\u9650\u3092\u4ed8\u3051\u307e\u3059\u3002\u30ab\u30b9\u30bf\u30de\u30fc\u7ba1\u7406\u306eKMS\u30ad\u30fc\u3067\u6697\u53f7\u5316\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u30ad\u30fc\u5074\u306e\u6a29\u9650\u3082\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<h4 id=\"section-5-2\" class=\"Heading Title Title--s\">Managed Knowledge Base\u3092\u4f5c\u6210\u3057\u3001S3\u3092\u6307\u5b9a\u3059\u308b<\/h4>\n<p>AWS\u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u300cAmazon Bedrock\u300d\u2192\u300c\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u300d\u304b\u3089\u300c\u30de\u30cd\u30fc\u30b8\u30c9KB\u3092\u4f5c\u6210\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306f<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-managed-create.html\" class=\"Ext\">\u516c\u5f0f\u624b\u9806<\/a>\u306b\u57fa\u3065\u304f\u8a2d\u5b9a\u6848\u3067\u3059\u3002\u753b\u9762\u306e\u8868\u793a\u540d\u306f\u5b9f\u6a5f\u78ba\u8a8d\u6642\u306b\u7167\u5408\u3057\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u8a2d\u5b9a<\/th>\n<th>\u4eca\u56de\u306e\u9078\u629e<\/th>\n<th>\u7406\u7531<\/th>\n<\/tr>\n<tr>\n<td>\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u540d<\/td>\n<td>managed-kb-demo<\/td>\n<td>\u691c\u8a3c\u7528\u3068\u8b58\u5225\u3059\u308b\u305f\u3081<\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u540d<\/td>\n<td>managed-kb-demo-data-source<\/td>\n<td>\u691c\u8a3c\u7528\u3068\u8b58\u5225\u3059\u308b\u305f\u3081<\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u30bf\u30a4\u30d7<\/td>\n<td>Amazon S3<\/td>\n<td>\u65e2\u5b58\u306e\u6587\u66f8\u3092\u5229\u7528\u3059\u308b\u305f\u3081<\/td>\n<\/tr>\n<tr>\n<td>Access control list<\/td>\n<td>\u7121\u52b9\u306b\u3059\u308b<\/td>\n<td>\u5229\u7528\u8005\u3054\u3068\u306b\u691c\u7d22\u7bc4\u56f2\u3092\u5206\u3051\u306a\u3044\u305f\u3081<\/td>\n<\/tr>\n<tr>\n<td>\u89e3\u6790\u6226\u7565<\/td>\n<td>Managed parser<\/td>\n<td>\u6a19\u6e96\u306e\u89e3\u6790\u51e6\u7406\u3067\u78ba\u8a8d\u3059\u308b\u305f\u3081<\/td>\n<\/tr>\n<tr>\n<td>\u30c1\u30e3\u30f3\u30af\u5206\u5272<\/td>\n<td>Default chunking<\/td>\n<td>\u6587\u66f8\u3092\u691c\u7d22\u5358\u4f4d\u3078\u5206\u5272\u3059\u308b\u305f\u3081<\/td>\n<\/tr>\n<tr>\n<td>\u305d\u306e\u4ed6<\/td>\n<td>\u3059\u3079\u3066\u30c7\u30d5\u30a9\u30eb\u30c8<\/td>\n<td><\/td>\n<\/tr>\n<\/table>\n<p>S3\u63a5\u7d9a\u3067\u306f\u300c\u3053\u306eAWS\u30a2\u30ab\u30a6\u30f3\u30c8\u300d\u3092\u9078\u3073\u3001\u5bfe\u8c61\u30d0\u30b1\u30c3\u30c8\u306eS3 URI\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u305d\u306e\u969b\u3001\u30d7\u30ec\u30d5\u30a3\u30c3\u30af\u30b9 <span class=\"Post-inline\">managed-kb-demo\/<\/span> \u307e\u3067\u6307\u5b9a\u3059\u308b\u3068\u3001\u53d6\u308a\u8fbc\u3080\u30c7\u30fc\u30bf\u3092\u305d\u306e\u7bc4\u56f2\u306b\u7d5e\u308c\u307e\u3059\u3002\u5171\u7528\u30d0\u30b1\u30c3\u30c8\u3092\u6307\u5b9a\u3059\u308b\u5834\u5408\u306f\u3001\u610f\u56f3\u3057\u306a\u3044\u6587\u66f8\u307e\u3067\u53d6\u308a\u8fbc\u307e\u306a\u3044\u3088\u3046\u306b\u5bfe\u8c61\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n\u8a2d\u5b9a\u3092\u78ba\u8a8d\u3057\u305f\u3089\u300c\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u4f5c\u6210\u300d\u3092\u9078\u3073\u3001\u4f5c\u6210\u5b8c\u4e86\u3092\u5f85\u3061\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/10\/bedrock-managed-knowledge-base-guide-create.png\" alt=\"Managed Knowledge Base\u306e\u4f5c\u6210\u753b\u9762\u3067\u3001S3\u306eURI\u3001ACL\u3001\u89e3\u6790\u3068\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u3092\u8a2d\u5b9a\u3057\u305f\u72b6\u614b\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">Managed Knowledge Base\u306e\u4f5c\u6210\u753b\u9762\u3002\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306bS3\u306e\u30d7\u30ec\u30d5\u30a3\u30c3\u30af\u30b9\u3092\u6307\u5b9a\u3057\u3001ACL\u306f\u7121\u52b9\u3001\u89e3\u6790\u3068\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u306f\u6a19\u6e96\u306e\u307e\u307e<\/div>\n<h4 id=\"section-5-3\" class=\"Heading Title Title--s\">\u6587\u66f8\u306e\u53d6\u308a\u8fbc\u307f\u5b8c\u4e86\u3092\u78ba\u8a8d\u3059\u308b<\/h4>\n<p>\u4f5c\u6210\u3057\u305f\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3067S3\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u9078\u3073\u3001<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-data-source-sync-ingest.html\" class=\"Ext\">\u300cSync\u300d\u304b\u3089\u53d6\u308a\u8fbc\u307f\u3092\u958b\u59cb\u3057\u307e\u3059<\/a>\u3002\u540c\u671f\u5c65\u6b74\u3067\u306f\u3001\u5b8c\u4e86\u72b6\u614b\u3060\u3051\u3067\u306a\u304f\u3001\u5bfe\u8c61\u6587\u66f8\u306e\u51e6\u7406\u72b6\u6cc1\u3068\u8b66\u544a\u3082\u78ba\u8a8d\u3057\u307e\u3059\u3002API\u3067\u72b6\u614b\u3092\u53d6\u5f97\u3059\u308b\u5834\u5408\u306f\u3001\u53d6\u308a\u8fbc\u307f\u30b8\u30e7\u30d6\u306e\u72b6\u614b\u3068\u6587\u66f8\u51e6\u7406\u306e\u7d71\u8a08\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<br \/>\n\u6587\u66f8\u3092\u8ffd\u52a0\u30fb\u66f4\u65b0\u3057\u305f\u5f8c\u3082\u540c\u671f\u304c\u5fc5\u8981\u3067\u3059\u3002Managed\u3067\u306f<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-managed-connect-ds.html\" class=\"Ext\">\u540c\u671f\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u8a2d\u5b9a\u3059\u308b\u65b9\u6cd5<\/a>\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u3053\u306e\u30c7\u30e2\u3067\u306f\u624b\u52d5\u3067\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002<\/p>\n<h4 id=\"section-5-4\" class=\"Heading Title Title--s\">\u6587\u66f8\u306b\u57fa\u3065\u304f\u56de\u7b54\u3068\u53c2\u7167\u5143\u3092\u78ba\u8a8d\u3059\u308b<\/h4>\n<p>\u4f5c\u6210\u3057\u305f\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u958b\u304d\u3001\u300c\u30c6\u30b9\u30c8\u300d\u304b\u3089\u30c6\u30b9\u30c8\u753b\u9762\u3092\u8868\u793a\u3057\u307e\u3059\u3002\u5de6\u5074\u306e\u8a2d\u5b9a\u6b04\u306e\u300cAPI\u300d\u3067\u3001\u691c\u7d22\u3068\u56de\u7b54\u751f\u6210\u306e\u65b9\u5f0f\u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u65b9\u5f0f<\/th>\n<th>\u5185\u5bb9<\/th>\n<\/tr>\n<tr>\n<td>\u56de\u7b54\u751f\u6210\u3092\u4f7f\u7528\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u691c\u7d22<\/td>\n<td>\u8cea\u554f\u3092\u5206\u89e3\u3057\u3066\u691c\u7d22\u3092\u7e70\u308a\u8fd4\u3057\u3001\u96c6\u3081\u305f\u7d50\u679c\u304b\u3089\u56de\u7b54\u6587\u3092\u751f\u6210\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u53d6\u5f97\u306e\u307f<\/td>\n<td>\u540c\u3058\u65b9\u6cd5\u3067\u691c\u7d22\u3057\u3001\u56de\u7b54\u6587\u306f\u751f\u6210\u305b\u305a\u306b\u95a2\u9023\u3059\u308b\u6587\u66f8\u306e\u4e00\u90e8\u3092\u8fd4\u3059<\/td>\n<\/tr>\n<tr>\n<td>\u6a19\u6e96\u691c\u7d22\u306e\u307f<\/td>\n<td>1\u56de\u306e\u691c\u7d22\u3067\u3001\u95a2\u9023\u3059\u308b\u6587\u66f8\u306e\u4e00\u90e8\u3092\u8fd4\u3059<\/td>\n<\/tr>\n<tr>\n<td>\u56de\u7b54\u751f\u6210\u3092\u4f7f\u7528\u3057\u305f\u6a19\u6e96\u691c\u7d22<\/td>\n<td><strong>Managed\u3067\u306f\u9078\u629e\u3067\u304d\u306a\u3044<\/strong><\/td>\n<\/tr>\n<\/table>\n<p>\u6700\u5f8c\u306e\u300c\u56de\u7b54\u751f\u6210\u3092\u4f7f\u7528\u3057\u305f\u6a19\u6e96\u691c\u7d22\u300d\u306f\u3001\u5f93\u6765\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3067\u4f7f\u3046RetrieveAndGenerate API\u306b\u76f8\u5f53\u3059\u308b\u65b9\u5f0f\u3067\u3059\u3002<strong>Managed\u3067\u306fRetrieveAndGenerate API\u3092\u5229\u7528\u3067\u304d\u307e\u305b\u3093\u3002<\/strong><a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/APIReference\/API_agent-runtime_RetrieveAndGenerate.html\" class=\"Ext\">\u516c\u5f0fAPI\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9<\/a>\u306b\u3082\u3053\u306e\u5236\u9650\u304c\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u56de\u7b54\u6587\u307e\u3067\u751f\u6210\u3059\u308b\u5834\u5408\u306f\u3001Agentic Retrieval\u306e<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/APIReference\/API_agent-runtime_AgenticRetrieveStream.html\" class=\"Ext\">AgenticRetrieveStream API<\/a>\u3092\u4f7f\u3044\u307e\u3059\u3002\u30c6\u30b9\u30c8\u753b\u9762\u306e\u300c\u56de\u7b54\u751f\u6210\u3092\u4f7f\u7528\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u691c\u7d22\u300d\u306f\u3001\u3053\u306eAPI\u306b\u3042\u305f\u308a\u307e\u3059\u3002<br \/>\n\u4eca\u56de\u306f\u300c\u56de\u7b54\u751f\u6210\u3092\u4f7f\u7528\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u691c\u7d22\u300d\u3092\u9078\u3073\u307e\u3059\u3002\u691c\u7d22\u306e\u8a08\u753b\u3068\u56de\u7b54\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\u306f\u3001\u65e2\u5b9a\u306e\u300c\u30de\u30cd\u30fc\u30b8\u30c9\u30e2\u30c7\u30eb\u300d\u306e\u307e\u307e\u306b\u3057\u307e\u3059\u3002\u753b\u9762\u306b\u306f\u300cClaude Sonnet 4.6 \u307e\u305f\u306f\u305d\u308c\u4ee5\u4e0a\u3068\u540c\u7b49\u300d\u3068\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6700\u5927\u53cd\u5fa9\u56de\u6570\u3082\u65e2\u5b9a\u306e5\u3067\u3059\u3002\u3053\u306e\u65b9\u5f0f\u3067\u306fAgentic Retrieval\u306e\u6599\u91d1\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/10\/bedrock-managed-knowledge-base-guide-test.png\" alt=\"\u30c6\u30b9\u30c8\u753b\u9762\u3067\u300c\u56de\u7b54\u751f\u6210\u3092\u4f7f\u7528\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u691c\u7d22\u300d\u3092\u9078\u3073\u3001\u5728\u5b85\u52e4\u52d9\u306b\u3064\u3044\u3066\u8cea\u554f\u3057\u305f\u7d50\u679c\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">\u300c\u56de\u7b54\u751f\u6210\u3092\u4f7f\u7528\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u691c\u7d22\u300d\u3067\u5728\u5b85\u52e4\u52d9\u306b\u3064\u3044\u3066\u8cea\u554f\u3057\u305f\u7d50\u679c\u3002\u56de\u7b54\u306e\u5404\u9805\u76ee\u306b\u53c2\u7167\u756a\u53f7\u304c\u4ed8\u304f<\/div>\n<p>\u300c\u5728\u5b85\u52e4\u52d9\u306f\u3067\u304d\u307e\u3059\u304b\uff1f\u300d\u3068\u8cea\u554f\u3059\u308b\u3068\u3001\u5728\u5b85\u52e4\u52d9\u898f\u7a0b\uff08HR-002\uff09\u3092\u3082\u3068\u306b\u3001\u5229\u7528\u6761\u4ef6\u3092\u6574\u7406\u3057\u305f\u56de\u7b54\u304c\u8fd4\u3055\u308c\u307e\u3057\u305f\u3002\u5bfe\u8c61\u8005\u3001\u5229\u7528\u65e5\u6570\uff08\u539f\u5247\u90312\u65e5\u307e\u3067\u3001\u80b2\u5150\u30fb\u4ecb\u8b77\u306a\u3069\u306e\u4e8b\u60c5\u304c\u3042\u308c\u3070\u90314\u65e5\u307e\u3067\u3001\u672a\u4f7f\u7528\u65e5\u6570\u306e\u7e70\u308a\u8d8a\u3057\u306f\u4e0d\u53ef\uff09\u3001\u7533\u8acb\u624b\u7d9a\u304d\uff08\u5229\u7528\u65e5\u306e\u524d\u55b6\u696d\u65e517\u6642\u307e\u3067\u306b\u7533\u8acb\uff09\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u56de\u7b54\u306e\u5404\u9805\u76ee\u306b\u306f\u3001\u6839\u62e0\u3068\u3057\u305f\u691c\u7d22\u7d50\u679c\u306e\u756a\u53f7\u304c\u4ed8\u304d\u307e\u3059\u3002\u756a\u53f7\u3092\u9078\u3076\u3068\u5143\u306e\u6587\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u3092\u78ba\u8a8d\u3067\u304d\u308b\u306e\u3067\u3001\u56de\u7b54\u304c\u898f\u7a0b\u306e\u672c\u6587\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\u3092\u7167\u5408\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h4 id=\"section-5-5\" class=\"Heading Title Title--s\">\u691c\u8a3c\u7528\u30ea\u30bd\u30fc\u30b9\u3092\u524a\u9664\u3059\u308b<\/h4>\n<p>\u691c\u8a3c\u3092\u7d42\u3048\u305f\u3089\u3001\u4f5c\u6210\u3057\u305f\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u9078\u3073\u3001\u524a\u9664\u624b\u9806\u3068\u78ba\u8a8d\u753b\u9762\u306e\u6ce8\u610f\u4e8b\u9805\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u65e2\u5b58\u306eS3\u6587\u66f8\u3092\u4f7f\u3063\u305f\u5834\u5408\u3001\u5143\u306e\u696d\u52d9\u6587\u66f8\u306f\u524a\u9664\u5bfe\u8c61\u306b\u542b\u3081\u307e\u305b\u3093\u3002\u30b5\u30f3\u30d7\u30eb\u3060\u3051\u3092\u7f6e\u3044\u305f\u5834\u5408\u306f\u3001\u305d\u306e\u691c\u8a3c\u7528\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u524a\u9664\u3057\u307e\u3059\u3002<br \/>\n\u691c\u8a3c\u5c02\u7528\u306b\u4f5c\u6210\u3057\u305fIAM\u30ed\u30fc\u30eb\u3084\u30ed\u30b0\u4fdd\u5b58\u5148\u3082\u3001\u4ed6\u306e\u7528\u9014\u3067\u4f7f\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-delete.html\" class=\"Ext\">\u516c\u5f0f\u306e\u524a\u9664\u30ac\u30a4\u30c9<\/a>\u306b\u306fCustomer-managed\u306e\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306b\u95a2\u3059\u308b\u8aac\u660e\u3082\u3042\u308b\u305f\u3081\u3001Managed\u306e\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u3092\u5225\u30b5\u30fc\u30d3\u30b9\u3067\u63a2\u3057\u3066\u524a\u9664\u3059\u308b\u624b\u9806\u3078\u8aad\u307f\u66ff\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3 id=\"section-6\" class=\"Heading Title Title--m\">\u5c0e\u5165\u524d\u306b\u78ba\u8a8d\u3057\u305f\u3044\u3053\u3068<\/h3>\n<h4 id=\"section-6-1\" class=\"Heading Title Title--s\">Managed\u304c\u5411\u304f\u30b1\u30fc\u30b9\u3068\u3001\u5f93\u6765\u69cb\u6210\u3092\u691c\u8a0e\u3059\u308b\u30b1\u30fc\u30b9<\/h4>\n<p>S3\u306a\u3069\u306b\u6587\u66f8\u304c\u3042\u308a\u3001\u691c\u7d22\u57fa\u76e4\u306e\u69cb\u7bc9\u3088\u308a\u3082\u3001\u305d\u306e\u6587\u66f8\u3092\u56de\u7b54\u306b\u3069\u3046\u6d3b\u7528\u3059\u308b\u304b\u306b\u6642\u9593\u3092\u304b\u3051\u305f\u3044\u5834\u5408\u306fManaged\u304c\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002\u4eca\u56de\u306e\u3088\u3046\u306a\u6a19\u6e96\u69cb\u6210\u304b\u3089\u59cb\u3081\u3001\u691c\u7d22\u7d50\u679c\u3092\u78ba\u8a8d\u3057\u3066\u3044\u304f\u9032\u3081\u65b9\u306b\u5408\u3044\u307e\u3059\u3002<br \/>\n\u4e00\u65b9\u3001\u65e2\u5b58\u306e\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u3092\u7d99\u7d9a\u3057\u3066\u4f7f\u3044\u305f\u3044\u5834\u5408\u3084\u3001\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306e\u69cb\u6210\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306fCustomer-managed\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u6a5f\u80fd\u306e\u512a\u52a3\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u7bc4\u56f2\u306b\u57fa\u3065\u304f\u9078\u629e\u3067\u3059\u3002<\/p>\n<h4 id=\"section-6-2\" class=\"Heading Title Title--s\">\u81ea\u793e\u6587\u66f8\u3067\u691c\u7d22\u54c1\u8cea\u3092\u78ba\u8a8d\u3059\u308b<\/h4>\n<p>\u4eca\u56de\u306e7\u6587\u66f8\u3067\u56de\u7b54\u3067\u304d\u3066\u3082\u3001\u5927\u91cf\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u8868\u3092\u542b\u3080PDF\u3001\u4f3c\u305f\u5185\u5bb9\u306e\u65e7\u7248\u3068\u65b0\u7248\u304c\u6df7\u5728\u3059\u308b\u74b0\u5883\u3067\u306e\u54c1\u8cea\u307e\u3067\u306f\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002<br \/>\n\u7279\u306b\u3001\u8868\u3084\u56f3\u306e\u591a\u3044\u6587\u66f8\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u30de\u30cd\u30fc\u30b8\u30c9\u30d1\u30fc\u30b5\u30fc\u306f\u5185\u5bb9\u306b\u5fdc\u3058\u3066\u89e3\u6790\u65b9\u6cd5\u3092\u81ea\u52d5\u3067\u9078\u3073\u307e\u3059\u304c\u3001<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-managed-customize-ingestion.html\" class=\"Ext\">\u5185\u90e8\u3067\u3069\u306e\u30e2\u30c7\u30eb\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b\u306f\u516c\u958b\u3055\u308c\u3066\u304a\u3089\u305a<\/a>\u3001\u89e3\u6790\u65b9\u6cd5\u3092\u5225\u306e\u3082\u306e\u306b\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u305b\u3093\u3002\u56f3\u3084\u753b\u50cf\u3092\u5bfe\u8c61\u306b\u3059\u308b\u306b\u306f\u3001\u4f5c\u6210\u6642\u306e\u300c\u9ad8\u5ea6\u306a\u8a2d\u5b9a\u300d\u3067\u300c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5185\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u30b3\u30f3\u30c6\u30f3\u30c4\u300d\u3092\u6709\u52b9\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u56f3\u8868\u304c\u671f\u5f85\u3069\u304a\u308a\u306b\u8aad\u307f\u53d6\u3089\u308c\u308b\u304b\u306f\u3001\u5b9f\u969b\u306e\u6587\u66f8\u3092\u53d6\u308a\u8fbc\u3093\u3067\u78ba\u304b\u3081\u307e\u3059\u3002<br \/>\n\u5b9f\u969b\u306e\u5c0e\u5165\u3067\u306f\u3001\u696d\u52d9\u3067\u4f7f\u3046\u8cea\u554f\u3068\u6b63\u89e3\u306e\u6839\u62e0\u3092\u7528\u610f\u3057\u3001\u5fc5\u8981\u306a\u6587\u66f8\u3092\u691c\u7d22\u3067\u304d\u308b\u304b\u3001\u56de\u7b54\u304c\u305d\u306e\u5185\u5bb9\u3068\u4e00\u81f4\u3059\u308b\u304b\u3092\u5225\u3005\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002\u8cc7\u6599\u306e\u4e0d\u8db3\u3001\u691c\u7d22\u306e\u5931\u6557\u3001LLM\u306e\u8aad\u307f\u9055\u3044\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u5bfe\u51e6\u65b9\u6cd5\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u8a55\u4fa1\u306e\u8003\u3048\u65b9\u306f\u6b21\u306e\u8a18\u4e8b\u3067\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/rag-evaluation-metrics.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/02\/rag-evaluation-metrics-scaled.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">RAG\u306e\u8a55\u4fa1\u6307\u6a19 \u2500 \u4f55\u3092\u30fb\u3069\u3046\u6e2c\u308b\u304b\u3092\u6574\u7406\u3059\u308b<\/div><\/div><\/a>\n<h4 id=\"section-6-3\" class=\"Heading Title Title--s\">\u65e2\u5b58\u306eKnowledge Base\u304b\u3089\u5207\u308a\u66ff\u3048\u308b\u969b\u306e\u78ba\u8a8d\u4e8b\u9805<\/h4>\n<p>\u65e2\u5b58\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9ID\u3060\u3051\u3092\u5909\u66f4\u3059\u308c\u3070\u3088\u3044\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u307e\u305a\u3001\u547c\u3073\u51fa\u3057\u3066\u3044\u308bAPI\u3068\u691c\u7d22\u8a2d\u5b9a\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u78ba\u8a8d\u7b87\u6240<\/th>\n<th>Managed\u3078\u306e\u5207\u308a\u66ff\u3048\u3067\u78ba\u8a8d\u3059\u308b\u5185\u5bb9<\/th>\n<\/tr>\n<tr>\n<td>\u56de\u7b54\u751f\u6210API<\/td>\n<td>RetrieveAndGenerate\u306fAgenticRetrieveStream\u306a\u3069\u3078\u7f6e\u304d\u63db\u3048\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u691c\u7d22\u8a2d\u5b9a<\/td>\n<td>\u660e\u793a\u7684\u306b\u6307\u5b9a\u3059\u308b\u5834\u5408\u306fmanagedSearchConfiguration\u3092\u4f7f\u3046<\/td>\n<\/tr>\n<tr>\n<td>\u30e1\u30bf\u30c7\u30fc\u30bf\u7d5e\u308a\u8fbc\u307f<\/td>\n<td>startsWith\u3001stringContains\u3092\u4f7f\u3063\u3066\u3044\u306a\u3044\u304b\u78ba\u8a8d\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u4e88\u7d04\u6e08\u307f\u306e\u30e1\u30bf\u30c7\u30fc\u30bf<\/td>\n<td>x-amz-bedrock-\u3067\u59cb\u307e\u308b\u9805\u76ee\u540d\u3092\u53c2\u7167\u3057\u3066\u3044\u306a\u3044\u304b\u78ba\u8a8d\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u53d6\u308a\u8fbc\u307f<\/td>\n<td>\u5143\u30c7\u30fc\u30bf\u3092\u63a5\u7d9a\u3057\u76f4\u3057\u3001\u691c\u7d22\u7d50\u679c\u3092\u78ba\u8a8d\u3059\u308b<\/td>\n<\/tr>\n<\/table>\n<p>\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u3088\u308b\u7d5e\u308a\u8fbc\u307f\u3067\u306f\u3001<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-test-config.html#kb-test-config-filters\" class=\"Ext\">\u4f7f\u3048\u308b\u6761\u4ef6\u304c\u4e00\u90e8\u7570\u306a\u308a\u307e\u3059<\/a>\u3002\u5f93\u6765\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3067\u306f\u3001\u524d\u65b9\u4e00\u81f4\u306e <span class=\"Post-inline\">startsWith<\/span> \u3068\u90e8\u5206\u4e00\u81f4\u306e <span class=\"Post-inline\">stringContains<\/span> \u3092\u3001\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306b\u3088\u3063\u3066\u306f\u4f7f\u3048\u307e\u3057\u305f\u3002<span class=\"Post-inline\">startsWith<\/span> \u306fAmazon OpenSearch Serverless\u3060\u3051\u304c\u5bfe\u5fdc\u3057\u3001<span class=\"Post-inline\">stringContains<\/span> \u3082\u4e3b\u306bOpenSearch Serverless\u3067\u4f7f\u3046\u6761\u4ef6\u3067\u3059\u3002Managed\u3067\u306f\u3001\u3053\u306e2\u3064\u306f\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306b\u95a2\u4fc2\u306a\u304f\u4f7f\u3048\u307e\u305b\u3093\u3002<br \/>\n\u305f\u3068\u3048\u3070\u300c\u6587\u66f8ID\u304c <span class=\"Post-inline\">HR-<\/span> \u3067\u59cb\u307e\u308b\u898f\u7a0b\u3060\u3051\u3092\u691c\u7d22\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u524d\u65b9\u4e00\u81f4\u306e\u7d5e\u308a\u8fbc\u307f\u306f\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u79fb\u884c\u3067\u304d\u307e\u305b\u3093\u3002\u4ee3\u308f\u308a\u306b <span class=\"Post-inline\">equals<\/span>\u3001<span class=\"Post-inline\">greaterThan<\/span>\u3001<span class=\"Post-inline\">lessThan<\/span>\u3001<span class=\"Post-inline\">in<\/span>\u3001<span class=\"Post-inline\">notIn<\/span> \u3092\u4f7f\u3044\u307e\u3059\u3002\u4e0a\u306e\u4f8b\u306a\u3089\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306b <span class=\"Post-inline\">department: &quot;\u4eba\u4e8b\u90e8&quot;<\/span> \u306e\u3088\u3046\u306a\u9805\u76ee\u3092\u6301\u305f\u305b\u3001<span class=\"Post-inline\">equals<\/span> \u3084 <span class=\"Post-inline\">in<\/span> \u3067\u7d5e\u308a\u8fbc\u3080\u3088\u3046\u306b\u8a2d\u8a08\u3092\u898b\u76f4\u3057\u307e\u3059\u3002\u5f93\u6765\u69cb\u6210\u3067S3 Vectors\u3092\u4f7f\u3063\u3066\u3044\u305f\u5834\u5408\u306f\u3001\u3082\u3068\u3082\u3068\u3053\u306e2\u3064\u306e\u6761\u4ef6\u3092\u4f7f\u3048\u306a\u3044\u305f\u3081\u3001\u3053\u306e\u70b9\u306e\u5f71\u97ff\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u30b5\u30fc\u30d3\u30b9\u304c\u4e88\u7d04\u3057\u3066\u3044\u308b\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u540d\u3082\u7570\u306a\u308a\u307e\u3059\u3002\u5f93\u6765\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3067\u306f <span class=\"Post-inline\">x-amz-bedrock-kb-source-uri<\/span> \u306e\u3088\u3046\u306b <span class=\"Post-inline\">x-amz-bedrock<\/span> \u3067\u59cb\u307e\u308b\u540d\u524d\u3067\u3057\u305f\u304c\u3001Managed\u3067\u306f <span class=\"Post-inline\">_source_uri<\/span> \u3084 <span class=\"Post-inline\">_data_source_id<\/span> \u306e\u3088\u3046\u306b <span class=\"Post-inline\">_<\/span> \u3067\u59cb\u307e\u308b\u540d\u524d\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u9805\u76ee\u3067\u7d5e\u308a\u8fbc\u3093\u3060\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u53c2\u7167\u5143\u306eURI\u3092\u8aad\u307f\u53d6\u3063\u305f\u308a\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u9805\u76ee\u540d\u3092\u66f8\u304d\u63db\u3048\u307e\u3059\u3002<br \/>\n\u305d\u306e\u307b\u304b\u306e\u691c\u7d22\u8a2d\u5b9a\u306e\u5236\u7d04\u306f\u3001<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/kb-test-retrieve.html\" class=\"Ext\">Managed\u306e\u691c\u7d22\u4ed5\u69d8<\/a>\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u540c\u3058\u6587\u66f8\u30fb\u8cea\u554f\u3067\u3082\u7d50\u679c\u304c\u5909\u308f\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u65b0\u3057\u3044\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u691c\u8a3c\u3057\u3066\u304b\u3089\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u53c2\u7167\u5148\u3092\u5207\u308a\u66ff\u3048\u307e\u3059\u3002<\/p>\n<h3 id=\"section-7\" class=\"Heading Title Title--m\">\u307e\u3068\u3081<\/h3>\n<p>Amazon Bedrock Managed Knowledge Base\u306f\u3001S3\u306a\u3069\u306e\u65e2\u5b58\u6587\u66f8\u3092\u53d6\u308a\u8fbc\u307f\u3001\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306e\u9078\u5b9a\u30fb\u7ba1\u7406\u3092\u542b\u3080\u691c\u7d22\u57fa\u76e4\u3092AWS\u3078\u4efb\u305b\u3089\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u6a19\u6e96\u306e\u6587\u66f8\u89e3\u6790\u30fb\u57cb\u3081\u8fbc\u307f\u30fb\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u542b\u3081\u3001\u4fdd\u5b58\u5bb9\u91cf\u3068\u691c\u7d22\u56de\u6570\u3092\u8ef8\u306b\u8cbb\u7528\u3092\u898b\u7a4d\u3082\u308c\u307e\u3059\u3002<br \/>\n\u5c0e\u5165\u524d\u306b\u306f\u3001\u6b21\u306e\u70b9\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306e\u9078\u5b9a\u30fb\u7ba1\u7406\u3092AWS\u306b\u4efb\u305b\u308b\u69cb\u6210\u304c\u3001\u81ea\u793e\u306e\u8981\u4ef6\u306b\u5408\u3046\u304b<\/li>\n<li class=\"Base-list__child\">\u81ea\u793e\u306e\u6587\u66f8\u3084\u696d\u52d9\u3067\u4f7f\u3046\u8cea\u554f\u3067\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u691c\u7d22\u3067\u304d\u3001\u56de\u7b54\u304c\u6839\u62e0\u3068\u4e00\u81f4\u3059\u308b\u304b<\/li>\n<li class=\"Base-list__child\">\u4fdd\u5b58\u30fb\u691c\u7d22\u306b\u52a0\u3048\u3001\u56de\u7b54\u751f\u6210\u30e2\u30c7\u30eb\u3084S3\u306a\u3069\u306e\u6599\u91d1\u3092\u542b\u3081\u3066\u8cbb\u7528\u3092\u898b\u7a4d\u3082\u3063\u3066\u3044\u308b\u304b<\/li>\n<li class=\"Base-list__child\">\u5f93\u6765\u69cb\u6210\u304b\u3089\u5207\u308a\u66ff\u3048\u308b\u5834\u5408\u3001\u56de\u7b54\u751f\u6210API\u3001\u691c\u7d22\u8a2d\u5b9a\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9055\u3044\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u304b<\/li>\n<\/ul>\n<p>\u307e\u305a\u306fS3\u306a\u3069\u306b\u3042\u308b\u6587\u66f8\u306e\u4e2d\u304b\u3089\u5bfe\u8c61\u3092\u7d5e\u3063\u3066\u53d6\u308a\u8fbc\u307f\u3001\u691c\u7d22\u7d50\u679c\u3068\u56de\u7b54\u306e\u6839\u62e0\u3092\u78ba\u8a8d\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3 id=\"section-8\" class=\"Heading Title Title--m\">\u751f\u6210AI\u6d3b\u7528\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u306e\u3054\u7d39\u4ecb<\/h3>\n<p>Tech Fun\u3067\u306f\u3001\u304a\u5ba2\u69d8\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5408\u308f\u305b\u3001\u751f\u6210AI\u6d3b\u7528\u306b\u5411\u3051\u305f\u69d8\u3005\u306a\u652f\u63f4\u3092\u3054\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ol class=\"Base-list Base-list--ol\">\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/diagnosis\/\" class=\"Ext\">\u7121\u6599\u8a3a\u65ad\u30d1\u30c3\u30af<\/a>\uff1a\u696d\u52d9\u30fb\u30d7\u30ed\u30bb\u30b9\u306e\u73fe\u72b6\u3092\u7121\u6599\u3067\u8a3a\u65ad\u3057\u3001\u751f\u6210AI\u6d3b\u7528\u306e\u53ef\u80fd\u6027\u3092\u30ec\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\n    <\/li>\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/poc\/\" class=\"Ext\">\u691c\u8a3c\uff08PoC\uff09\u30d1\u30c3\u30af<\/a>\uff1a\u8a3a\u65ad\u3067\u6709\u52b9\u6027\u304c\u78ba\u8a8d\u3055\u308c\u305f\u696d\u52d9\u3092\u5bfe\u8c61\u306b\u3001\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u69cb\u7bc9\u3092\u652f\u63f4\u3057\u307e\u3059\u3002\n    <\/li>\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/consulting\/\" class=\"Ext\">\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9<\/a>\uff1a\u751f\u6210AI\u5c0e\u5165\u6226\u7565\u306e\u7b56\u5b9a\u304b\u3089\u904b\u7528\u4f53\u5236\u69cb\u7bc9\u307e\u3067\u3092\u5305\u62ec\u7684\u306b\u652f\u63f4\u3057\u307e\u3059\u3002\n    <\/li>\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/plain-rag\/\" class=\"Ext\">Plain RAG<\/a>\uff1a\u793e\u5185\u6587\u66f8\u3092\u3082\u3068\u306b\u56de\u7b54\u3057\u3001\u793e\u5185\u554f\u3044\u5408\u308f\u305b\u3092\u52b9\u7387\u5316\u3059\u308bAI\u30c1\u30e3\u30c3\u30c8\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3059\u3002\n    <\/li>\n<\/ol>\n<p>\u751f\u6210AI\u306b\u9650\u3089\u305a\u3001Web\u30fb\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084\u30a4\u30f3\u30d5\u30e9\u8a2d\u8a08\u306a\u3069\u3001\u6280\u8853\u9818\u57df\u3092\u554f\u308f\u305a\u3054\u76f8\u8ac7\u3092\u627f\u3063\u3066\u3044\u307e\u3059\u3002\u300c\u4f55\u304b\u3089\u59cb\u3081\u308c\u3070\u826f\u3044\u304b\u5206\u304b\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u6bb5\u968e\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\u306e\u3067\u3001\u305c\u3072\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b S3\u306b\u84c4\u7a4d\u3057\u305f\u793e\u5185\u898f\u7a0b\u3084\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u3001\u751f\u6210AI\u306e\u56de\u7b54\u306b\u4f7f\u3044\u305f\u3044\u3002\u305d\u306e\u969b\u306b\u5fc5\u8981\u306a\u6587\u66f8\u306e\u53d6\u308a\u8fbc\u307f\u3084\u691c\u7d22\u57fa\u76e4\u3092\u3001\u307e\u3068\u3081\u3066AWS\u306b\u4efb\u305b\u3089\u308c\u308b\u306e\u304cAmazon Bedrock Managed Knowledge Ba\u2026<\/p>\n","protected":false},"author":7,"featured_media":7463,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[91],"post_tag_01":[94],"post_tag_02":[100],"post_tag_03":[107],"class_list":["post-7462","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-generative-ai","post_tag_01-aws-amazon_bedrock","post_tag_02-rag-ai_search","post_tag_03-ai_cost"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 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