{"id":7208,"date":"2026-07-14T09:33:51","date_gmt":"2026-07-14T00:33:51","guid":{"rendered":"https:\/\/techfun.cc\/?p=7208"},"modified":"2026-07-14T09:33:51","modified_gmt":"2026-07-14T00:33:51","slug":"bedrock-mantle-introduction","status":"publish","type":"post","link":"https:\/\/techfun.cc\/generative-ai\/bedrock-mantle-introduction.html","title":{"rendered":"Amazon Bedrock Mantle\u3068\u306f\uff1fOpenAI\u30fbAnthropic\u4e92\u63dbAPI\u3067\u5909\u308f\u308bBedrock\u306e\u4f7f\u3044\u65b9"},"content":{"rendered":"<h3 id=\"section-1\" class=\"Heading Title Title--m\">\u306f\u3058\u3081\u306b<\/h3>\n<p>2025\u5e7412\u6708\u306eAWS re:Invent\u3067\u3001Amazon Bedrock\u306e\u65b0\u3057\u3044\u63a8\u8ad6\u57fa\u76e4\u300cMantle\uff08\u30de\u30f3\u30c8\u30eb\uff09\u300d\u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002Mantle\u306f\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u30b5\u30fc\u30d3\u30f3\u30b0\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5206\u6563\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u3067\u3001<span class=\"Post-inline\">bedrock-mantle<\/span> \u3068\u3044\u3046\u65b0\u3057\u3044\u30b5\u30fc\u30d3\u30b9\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u901a\u3058\u3066\u5229\u7528\u3057\u307e\u3059\u3002<br \/>\n\u3053\u306e\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u6700\u5927\u306e\u7279\u5fb4\u306f\u3001OpenAI\u306eResponses API\u30fbChat Completions API\u3001\u305d\u3057\u3066Anthropic\u306eMessages API\u3068\u3044\u3046\u3001\u696d\u754c\u3067\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308bAPI\u4ed5\u69d8\u306b\u305d\u306e\u307e\u307e\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u70b9\u3067\u3059\u3002\u3064\u307e\u308a\u3001OpenAI SDK\u3084Anthropic SDK\u3067\u66f8\u304b\u308c\u305f\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3001\u30d9\u30fc\u30b9URL\u3068API\u30ad\u30fc\u3092\u5dee\u3057\u66ff\u3048\u308b\u3060\u3051\u3067Bedrock\u4e0a\u306e\u30e2\u30c7\u30eb\u306b\u63a5\u7d9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001\u5f93\u6765\u306e <span class=\"Post-inline\">bedrock-runtime<\/span> \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\uff08InvokeModel\u3084Converse API\uff09\u3068\u306f\u3001\u8a8d\u8a3c\u65b9\u5f0f\u3082\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u5f62\u5f0f\u3082\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u5358\u306a\u308b\u65b0\u6a5f\u80fd\u306e\u8ffd\u52a0\u3067\u306f\u306a\u304f\u3001Bedrock\u306e\u547c\u3073\u51fa\u3057\u65b9\u305d\u306e\u3082\u306e\u306b\u3082\u3046\u4e00\u3064\u306e\u4f53\u7cfb\u304c\u52a0\u308f\u3063\u305f\u3001\u3068\u6349\u3048\u308b\u306e\u304c\u5b9f\u614b\u306b\u8fd1\u3044\u5909\u5316\u3067\u3059\u3002<br \/>\n\u672c\u8a18\u4e8b\u3067\u306f\u300c\u5f93\u6765\u306eBedrock\u3068\u4f55\u304c\u9055\u3046\u306e\u304b\u5206\u304b\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u65b9\u306b\u5411\u3051\u3066\u3001Bedrock Mantle\u306e\u6982\u8981\u3001\u5f93\u6765\u306eBedrock Runtime\u3068\u306e\u9055\u3044\u3001\u5b9f\u969b\u306eAPI\u547c\u3073\u51fa\u3057\u65b9\u6cd5\u306a\u3069\u306e\u7279\u5fb4\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"section-2\" class=\"Heading Title Title--m\">Bedrock Mantle\u306e\u6982\u8981<\/h3>\n<p>Mantle\u306f\u3001Amazon Bedrock\u306e\u63a8\u8ad6\u3092\u652f\u3048\u308b\u5206\u6563\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u306e\u540d\u79f0\u3067\u3059\u3002\u5229\u7528\u8005\u304b\u3089\u898b\u308b\u3068\u3001<span class=\"Post-inline\">bedrock-mantle.{region}.api.aws<\/span> \u3068\u3044\u3046\u5c02\u7528\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u3001\u4ee5\u4e0b\u306e3\u3064\u306eAPI\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>API<\/th>\n<th>\u4e92\u63db\u4ed5\u69d8<\/th>\n<th>\u4e3b\u306a\u7528\u9014<\/th>\n<\/tr>\n<tr>\n<td>Responses API<\/td>\n<td>OpenAI\u4e92\u63db<\/td>\n<td>\u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u306a\u4f1a\u8a71\u7ba1\u7406\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff08\u63a8\u5968\uff09<\/td>\n<\/tr>\n<tr>\n<td>Chat Completions API<\/td>\n<td>OpenAI\u4e92\u63db<\/td>\n<td>\u30b9\u30c6\u30fc\u30c8\u30ec\u30b9\u306a\u30c1\u30e3\u30c3\u30c8\u3002\u65e2\u5b58\u8cc7\u7523\u306e\u79fb\u884c\u304c\u5bb9\u6613<\/td>\n<\/tr>\n<tr>\n<td>Messages API<\/td>\n<td>Anthropic\u4e92\u63db<\/td>\n<td>Claude\u30e2\u30c7\u30eb\u3078\u306e\u30cd\u30a4\u30c6\u30a3\u30d6\u30a2\u30af\u30bb\u30b9<\/td>\n<\/tr>\n<\/table>\n<p>AWS\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001Mantle\u306e\u5229\u70b9\u3068\u3057\u3066\u6b21\u306e\u70b9\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote class=\"Post-blockquote\"><p>\nKey benefits include:<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">Asynchronous inference \u2013 Support for long-running inference workloads through the Responses API<\/li>\n<li class=\"Base-list__child\">Stateful conversation management \u2013 Automatically rebuild context without manually passing conversation history with each request<\/li>\n<li class=\"Base-list__child\">Simplified tool use \u2013 Streamlined integration for agentic workflows<\/li>\n<li class=\"Base-list__child\">Flexible response modes \u2013 Support for both streaming and non-streaming responses<\/li>\n<li class=\"Base-list__child\">Easy migration \u2013 Compatible with existing OpenAI SDK codebases<\/li>\n<\/ul>\n<div class=\"Source\"><a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/bedrock-mantle.html\" class=\"Ext\">Inference using Responses API &#8211; Amazon Bedrock<\/a><\/div>\n<\/blockquote>\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001\u975e\u540c\u671f\u63a8\u8ad6\u3001\u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u306a\u4f1a\u8a71\u7ba1\u7406\u3001\u30c4\u30fc\u30eb\u5229\u7528\u306e\u7c21\u7d20\u5316\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u5bfe\u5fdc\u3001\u305d\u3057\u3066\u65e2\u5b58\u306eOpenAI SDK\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u304b\u3089\u306e\u5bb9\u6613\u306a\u79fb\u884c\u304c\u4e3b\u306a\u5229\u70b9\u3067\u3059\u3002<br \/>\n\u5bfe\u5fdc\u30ea\u30fc\u30b8\u30e7\u30f3\u306f\u7c73\u56fd\u6771\u90e8\uff08\u30d0\u30fc\u30b8\u30cb\u30a2\u5317\u90e8\u30fb\u30aa\u30cf\u30a4\u30aa\uff09\u3001\u7c73\u56fd\u897f\u90e8\uff08\u30aa\u30ec\u30b4\u30f3\uff09\u3001\u6b27\u5dde\uff08\u30d5\u30e9\u30f3\u30af\u30d5\u30eb\u30c8\u3001\u30a2\u30a4\u30eb\u30e9\u30f3\u30c9\u307b\u304b\uff09\u3001\u30a2\u30b8\u30a2\u30d1\u30b7\u30d5\u30a3\u30c3\u30af\uff08\u6771\u4eac\u3001\u30b7\u30c9\u30cb\u30fc\u3001\u30e0\u30f3\u30d0\u30a4\u307b\u304b\uff09\u306a\u3069\u306b\u5e83\u304c\u3063\u3066\u304a\u308a\u3001<strong>\u6771\u4eac\u30ea\u30fc\u30b8\u30e7\u30f3\uff08ap-northeast-1\uff09\u3067\u3082\u5229\u7528\u53ef\u80fd<\/strong>\u3067\u3059\u3002\u6700\u65b0\u306e\u5bfe\u5fdc\u30ea\u30fc\u30b8\u30e7\u30f3\u306f\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/bedrock-mantle.html\" class=\"Ext\">Supported Regions and Endpoints<\/a>\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Bedrock\u30b3\u30f3\u30bd\u30fc\u30eb\u304b\u3089\u306f\u30e2\u30c7\u30eb\u30ab\u30bf\u30ed\u30b0\u306e\u6bd4\u8f03\u6a5f\u80fd\u3084\u3001\u5f8c\u8ff0\u3059\u308bAPI\u30ad\u30fc\u7ba1\u7406\u30fbProjects\u6a5f\u80fd\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u304a\u308a\u3001Mantle\u3092\u524d\u63d0\u3068\u3057\u305f\u691c\u8a3c\u3092\u30b3\u30f3\u30bd\u30fc\u30eb\u4e0a\u3067\u3082\u9032\u3081\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/07\/mantle-console-home.png\" alt=\"bedrock-mantle\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u6700\u9069\u5316\u3055\u308c\u305fBedrock\u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u30db\u30fc\u30e0\u753b\u9762\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">bedrock-mantle\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u6700\u9069\u5316\u3055\u308c\u305fBedrock\u30b3\u30f3\u30bd\u30fc\u30eb\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5358\u4f4d\u306e\u63a8\u8ad6\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3084\u30e2\u30c7\u30eb\u30ab\u30bf\u30ed\u30b0\u3001API\u30ad\u30fc\u7ba1\u7406\u306b\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b<\/div>\n<h3 id=\"section-3\" class=\"Heading Title Title--m\">\u5f93\u6765\u306eBedrock Runtime\u3068\u306e\u9055\u3044<\/h3>\n<p>\u5f93\u6765\u3001Bedrock\u3067\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3059\u969b\u306f <span class=\"Post-inline\">bedrock-runtime<\/span> \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u5bfe\u3057\u3066\u3001AWS SDK\uff08boto3\u306a\u3069\uff09\u304b\u3089InvokeModel\u307e\u305f\u306fConverse API\u3092\u5b9f\u884c\u3059\u308b\u306e\u304c\u6a19\u6e96\u7684\u306a\u65b9\u6cd5\u3067\u3057\u305f\u3002Mantle\u3067\u306f\u3053\u306e\u524d\u63d0\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002\u4e3b\u306a\u9055\u3044\u3092\u8868\u306b\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>bedrock-runtime\uff08\u5f93\u6765\uff09<\/th>\n<th>bedrock-mantle\uff08\u65b0\uff09<\/th>\n<\/tr>\n<tr>\n<td>\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8<\/td>\n<td><span class=\"Post-inline\">bedrock-runtime.{region}.amazonaws.com<\/span><\/td>\n<td><span class=\"Post-inline\">bedrock-mantle.{region}.api.aws<\/span><\/td>\n<\/tr>\n<tr>\n<td>\u4e3b\u306aAPI<\/td>\n<td>Invoke \/ Converse \/ Messages \/ Chat Completions<\/td>\n<td>Responses \/ Chat Completions \/ Messages<\/td>\n<\/tr>\n<tr>\n<td>\u8a8d\u8a3c\u65b9\u5f0f<\/td>\n<td>AWS SigV4\uff08AWS SDK\u7d4c\u7531\uff09<\/td>\n<td>Bedrock API\u30ad\u30fc\uff08Bearer\u30c8\u30fc\u30af\u30f3\uff09\u307e\u305f\u306fSigV4<\/td>\n<\/tr>\n<tr>\n<td>\u5229\u7528\u3059\u308bSDK<\/td>\n<td>AWS SDK\uff08boto3\u7b49\uff09<\/td>\n<td>OpenAI SDK \/ Anthropic SDK\u3092\u305d\u306e\u307e\u307e\u5229\u7528\u53ef\u80fd<\/td>\n<\/tr>\n<tr>\n<td>\u4f1a\u8a71\u72b6\u614b\u306e\u7ba1\u7406<\/td>\n<td>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u5074\u3067\u5c65\u6b74\u3092\u6bce\u56de\u9001\u4fe1<\/td>\n<td>Responses API\u306b\u3088\u308b\u30b5\u30fc\u30d0\u30fc\u5074\u306e\u72b6\u614b\u7ba1\u7406\u306b\u5bfe\u5fdc<\/td>\n<\/tr>\n<tr>\n<td>\u30af\u30a9\u30fc\u30bf<\/td>\n<td><a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/quotas-runtime.html\" class=\"Ext\">bedrock-runtime\u7528\u306e\u30af\u30a9\u30fc\u30bf<\/a><\/td>\n<td><a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/quotas-mantle.html\" class=\"Ext\">\u5225\u4f53\u7cfb\u306e\u72ec\u7acb\u3057\u305f\u30af\u30a9\u30fc\u30bf<\/a><\/td>\n<\/tr>\n<\/table>\n<p>\u7279\u306b\u5b9f\u88c5\u9762\u3067\u5f71\u97ff\u304c\u5927\u304d\u3044\u306e\u306f\u6b21\u306e3\u70b9\u3067\u3059\u3002<\/p>\n<ol class=\"Base-list Base-list--ol\">\n<li class=\"Base-list__child\">\n        AWS SDK\u304c\u5fc5\u9808\u3067\u306f\u306a\u304f\u306a\u3063\u305f\u3002OpenAI SDK\u3084Anthropic SDK\u304b\u3089\u3001\u30d9\u30fc\u30b9URL\u3068API\u30ad\u30fc\u306e\u5909\u66f4\u306e\u307f\u3067\u63a5\u7d9a\u3067\u304d\u307e\u3059\u3002\n    <\/li>\n<li class=\"Base-list__child\">\n        \u8a8d\u8a3c\u304cSigV4\u7f72\u540d\u304b\u3089API\u30ad\u30fc\uff08Bearer\u30c8\u30fc\u30af\u30f3\uff09\u30d9\u30fc\u30b9\u306b\u5909\u308f\u3063\u305f\u3002AWS\u5916\u90e8\u306e\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u88fd\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u9023\u643a\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002\n    <\/li>\n<li class=\"Base-list__child\">\n        \u30af\u30a9\u30fc\u30bf\u4f53\u7cfb\u304c\u5206\u96e2\u3055\u308c\u305f\u3002Mantle\u5411\u3051\u306e\u30c8\u30fc\u30af\u30f3\u30af\u30a9\u30fc\u30bf\u306f\u5f93\u6765\u306ebedrock-runtime\u3068\u306f\u5225\u306b\u7ba1\u7406\u3055\u308c\u308b\u305f\u3081\u3001\u540c\u3058\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3059\u5834\u5408\u3067\u3082\u65e2\u5b58\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3078\u306e\u5f71\u97ff\u3092\u5207\u308a\u96e2\u305b\u307e\u3059\u3002\u30af\u30a9\u30fc\u30bf\u306e\u69cb\u9020\u81ea\u4f53\u3082\u7570\u306a\u308a\u3001bedrock-runtime\u304c\u5165\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u3092\u5408\u7b97\u3057\u305f\u5358\u4e00\u306eTPM\u30af\u30a9\u30fc\u30bf\u3067\u3042\u308b\u306e\u306b\u5bfe\u3057\u3001bedrock-mantle\u3067\u306f\u5165\u529b\u30c8\u30fc\u30af\u30f3\u3068\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u304c\u5225\u3005\u306eTPM\u30af\u30a9\u30fc\u30bf\u3067\u7ba1\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n    <\/li>\n<\/ol>\n<h3 id=\"section-4\" class=\"Heading Title Title--m\">\u8a8d\u8a3c\u65b9\u5f0f: Bedrock API\u30ad\u30fc<\/h3>\n<p>Mantle\u3092\u5229\u7528\u3059\u308b\u4e0a\u3067\u307e\u305a\u62bc\u3055\u3048\u308b\u3079\u304d\u306a\u306e\u304c\u3001Bedrock API\u30ad\u30fc\u306b\u3088\u308b\u8a8d\u8a3c\u3067\u3059\u3002API\u30ad\u30fc\u306b\u306f2\u7a2e\u985e\u3042\u308a\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u7a2e\u985e<\/th>\n<th>\u6709\u52b9\u671f\u9650<\/th>\n<th>\u5b9f\u4f53<\/th>\n<th>\u63a8\u5968\u7528\u9014<\/th>\n<\/tr>\n<tr>\n<td>\u77ed\u671fAPI\u30ad\u30fc<\/td>\n<td>\u6700\u592712\u6642\u9593\uff08\u30bb\u30c3\u30b7\u30e7\u30f3\u6709\u52b9\u671f\u9593\u306b\u9023\u52d5\uff09<\/td>\n<td>IAM\u30d7\u30ea\u30f3\u30b7\u30d1\u30eb\u306e\u6a29\u9650\u3092\u7d99\u627f\u3057\u305f\u30c8\u30fc\u30af\u30f3<\/td>\n<td>\u672c\u756a\u30b7\u30b9\u30c6\u30e0\u30fb\u7c21\u5358\u306a\u30c6\u30b9\u30c8\u30fb\u77ed\u671f\u9593\u306e\u307f\u4f7f\u7528\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8<\/td>\n<\/tr>\n<tr>\n<td>\u9577\u671fAPI\u30ad\u30fc<\/td>\n<td>\u8a2d\u5b9a\u3057\u305f\u6709\u52b9\u671f\u9650\u307e\u3067<\/td>\n<td>\u5c02\u7528IAM\u30e6\u30fc\u30b6\u30fc\u306b\u7d10\u3065\u304f\u30af\u30ec\u30c7\u30f3\u30b7\u30e3\u30eb<\/td>\n<td>\u691c\u8a3c\u30fb\u5b66\u7fd2\u7528\u9014\u306e\u307f<\/td>\n<\/tr>\n<\/table>\n<p>\u77ed\u671fAPI\u30ad\u30fc\u306f\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u300cAPI keys\u300d\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u751f\u6210\u3067\u304d\u308b\u307b\u304b\u3001\u516c\u5f0f\u306e\u30c8\u30fc\u30af\u30f3\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u30e9\u30a4\u30d6\u30e9\u30ea\uff08<a href=\"https:\/\/github.com\/aws\/aws-bedrock-token-generator-python\" class=\"Ext\">aws-bedrock-token-generator<\/a>\uff09\u3092\u4f7f\u3063\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u751f\u6210\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u751f\u6210\u65b9\u6cd5\u306e\u8a73\u7d30\u306f\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/api-keys.html\" class=\"Ext\">API keys\u306e\u30da\u30fc\u30b8<\/a>\u306b\u307e\u3068\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">generate_token.py<\/div>\n<pre class=\"Copy\"><code>\r\nfrom aws_bedrock_token_generator import provide_token\r\nfrom dotenv import load_dotenv\r\n\r\nload_dotenv()\r\n\r\ntoken = provide_token()\r\nprint(f&quot;Token: {token}&quot;)\r\n<\/code><\/pre>\n<p>\u751f\u6210\u306b\u306fAWS\u8a8d\u8a3c\u60c5\u5831\u304c\u5fc5\u8981\u3067\u3059\u3002\u30ea\u30fc\u30b8\u30e7\u30f3\u306f <span class=\"Post-inline\">.env<\/span> \u306b\u8a18\u8ff0\u3057\u305f <span class=\"Post-inline\">AWS_REGION<\/span> \u3092 python-dotenv \u7d4c\u7531\u3067\u8aad\u307f\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<p>\u77ed\u671f\u30ad\u30fc\u306f\u6700\u592712\u6642\u9593\u3067\u5931\u52b9\u3059\u308b\u305f\u3081\u3001\u56fa\u5b9a\u5024\u3068\u3057\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u8a2d\u5b9a\u3059\u308b\u4f7f\u3044\u65b9\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u9577\u6642\u9593\u7a3c\u50cd\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067API\u30ad\u30fc\u8a8d\u8a3c\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u30c8\u30fc\u30af\u30f3\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306b\u3088\u308b\u30ad\u30fc\u751f\u6210\u306e\u81ea\u52d5\u5316\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002<span class=\"Post-inline\">provide_token()<\/span> \u306f\u6709\u52b9\u306a\u30c8\u30fc\u30af\u30f3\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u8fd4\u3057\u3001\u671f\u9650\u5207\u308c\u3067\u3042\u308c\u3070\u81ea\u52d5\u7684\u306b\u518d\u751f\u6210\u3059\u308b\u305f\u3081\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u524d\u306b\u6bce\u56de\u547c\u3073\u51fa\u3059\u5b9f\u88c5\u304c<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/api-keys.html#api-keys-auto-refresh\" class=\"Ext\">\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>\u3067\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u307e\u305f\u3001IAM\u30dd\u30ea\u30b7\u30fc\u5074\u3067\u306f <span class=\"Post-inline\">bedrock:CallWithBearerToken<\/span> \u30a2\u30af\u30b7\u30e7\u30f3\u3067API\u30ad\u30fc\u5229\u7528\u3092\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002\u6761\u4ef6\u30ad\u30fc <span class=\"Post-inline\">bedrock:bearerTokenType<\/span> \u3092\u4f7f\u3048\u3070\u300c\u77ed\u671f\u30ad\u30fc\u306e\u307f\u8a31\u53ef\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u7d71\u5236\u3082\u53ef\u80fd\u3067\u3001\u4f01\u696d\u5229\u7528\u306b\u304a\u3051\u308b\u6700\u5c0f\u6a29\u9650\u306e\u539f\u5247\u3092\u7dad\u6301\u3067\u304d\u307e\u3059\u3002\u5177\u4f53\u7684\u306a\u30dd\u30ea\u30b7\u30fc\u4f8b\u306f\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/api-keys.html#api-keys-control\" class=\"Ext\">Control who can generate and use API keys<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3 id=\"section-5\" class=\"Heading Title Title--m\">\u5b9f\u969b\u306eAPI\u547c\u3073\u51fa\u3057\u65b9\u6cd5<\/h3>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u5b9f\u969b\u306e\u30b3\u30fc\u30c9\u3067Mantle\u306e\u547c\u3073\u51fa\u3057\u65b9\u6cd5\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u6bd4\u8f03\u306e\u305f\u3081\u3001\u5f93\u6765\u306ebedrock-runtime\u3067\u306e\u547c\u3073\u51fa\u3057\u3082\u4e26\u3079\u3066\u793a\u3057\u307e\u3059\u3002<\/p>\n<h4 id=\"section-5-1\" class=\"Heading Title Title--s\">OpenAI SDK\u304b\u3089Responses API\u3092\u547c\u3073\u51fa\u3059<\/h4>\n<p>\u672c\u8a18\u4e8b\u306e\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3067\u306f\u3001\u63a5\u7d9a\u60c5\u5831\u3092 <span class=\"Post-inline\">.env<\/span> \u30d5\u30a1\u30a4\u30eb\u306b\u8a18\u8ff0\u3057\u3001python-dotenv\u3067\u8aad\u307f\u8fbc\u3080\u65b9\u5f0f\u3092\u63a1\u7528\u3057\u307e\u3059\u3002\u30ea\u30fc\u30b8\u30e7\u30f3\u3054\u3068\u306eMantle\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3068Bedrock API\u30ad\u30fc\u3092\u6b21\u306e\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">.env<\/div>\n<pre class=\"Copy\"><code>\r\n# Bedrock API\u30ad\u30fc\uff08\u77ed\u671f\u30ad\u30fc\u306f\u6700\u592712\u6642\u9593\u6709\u52b9\uff09\r\nBEDROCK_API_KEY=&lt;Bedrock API\u30ad\u30fc&gt;\r\n\r\n# OpenAI SDK\u7528\u306e\u8a2d\u5b9a\uff08API\u30ad\u30fc\u306fBEDROCK_API_KEY\u306e\u5024\u3092\u53c2\u7167\uff09\r\nOPENAI_API_KEY=${BEDROCK_API_KEY}\r\nOPENAI_BASE_URL=https:\/\/bedrock-mantle.us-east-1.api.aws\/v1\r\n\r\n# API\u30ad\u30fc\u751f\u6210\u7b49\u3067\u4f7f\u7528\u3059\u308b\u30ea\u30fc\u30b8\u30e7\u30f3\r\nAWS_REGION=us-east-1\r\n<\/code><\/pre>\n<p>\u6ce8\u610f\u70b9\u3068\u3057\u3066\u3001<span class=\"Post-inline\">OPENAI_API_KEY<\/span> \u306b\u8a2d\u5b9a\u3059\u308b\u306e\u306fOpenAI\u306eAPI\u30ad\u30fc\u3067\u306f\u306a\u304f\u3001<strong>Bedrock\u306eAPI\u30ad\u30fc<\/strong>\u3067\u3059\u3002\u307e\u305f\u3001\u30d9\u30fc\u30b9URL\u3092OpenAI\u306e\u3082\u306e\uff08<span class=\"Post-inline\">https:\/\/api.openai.com\/v1<\/span>\uff09\u306e\u307e\u307e\u306b\u3059\u308b\u3068\u3001Bedrock\u3067\u306f\u306a\u304f OpenAI\u306b\u76f4\u63a5\u63a5\u7d9a\u3055\u308c\u3066\u3057\u307e\u3046\u305f\u3081\u3001\u79fb\u884c\u6642\u306b\u306f\u5fc5\u305a\u4e21\u65b9\u3092\u5909\u66f4\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u3001\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u306e\u4e00\u89a7\u3092Models API\uff08<span class=\"Post-inline\">GET \/v1\/models<\/span>\uff09\u3067\u53d6\u5f97\u3057\u3066\u307f\u307e\u3059\u3002\u30e2\u30c7\u30eb\u6570\u304c\u591a\u3044\u305f\u3081\u3001<span class=\"Post-inline\">itertools.batched<\/span>\uff08Python 3.12\u4ee5\u964d\uff09\u30673\u5217\u306b\u6574\u5f62\u3057\u3066\u51fa\u529b\u3057\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">list_models.py<\/div>\n<pre class=\"Copy\"><code>\r\nfrom itertools import batched\r\n\r\nfrom dotenv import load_dotenv\r\nfrom openai import OpenAI\r\n\r\nload_dotenv()\r\n\r\nclient = OpenAI()\r\n\r\nids = [model.id for model in client.models.list()]\r\nwidth = max(map(len, ids)) + 4\r\n\r\nfor row in batched(ids, 3):\r\n    print(&quot;&quot;.join(model_id.ljust(width) for model_id in row))\r\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/07\/models-list-result.png\" alt=\"Models API\u3067\u53d6\u5f97\u3057\u305f\u30e2\u30c7\u30eb\u4e00\u89a7\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">Models API\u3067\u53d6\u5f97\u3067\u304d\u308b\u30e2\u30c7\u30eb\u4e00\u89a7\u306e\u4f8b<\/div>\n<p>\u30e2\u30c7\u30ebID\u306f <span class=\"Post-inline\">openai.gpt-5.4<\/span> \u3084 <span class=\"Post-inline\">anthropic.claude-sonnet-5<\/span> \u306e\u3088\u3046\u306b\u300c\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u540d.\u30e2\u30c7\u30eb\u540d\u300d\u306e\u5f62\u5f0f\u3067\u6307\u5b9a\u3057\u307e\u3059\u3002<br \/>\n\u6b21\u306b\u3001Responses API\u3067\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3092\u5b9f\u884c\u3057\u3066\u307f\u307e\u3059\u3002\u3053\u3053\u3067\u306fGPT-5.4\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002OpenAI\u306eGPT-5\u7cfb\u30e2\u30c7\u30eb\u306f\u3001Bedrock\u3067\u306fbedrock-mantle\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u7d4c\u7531\u3067\u306e\u307f\u5229\u7528\u3067\u304d\u308b\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001Mantle\u306e\u5c0e\u5165\u306b\u3088\u3063\u3066\u9078\u629e\u80a2\u306b\u52a0\u308f\u3063\u305f\u30e2\u30c7\u30eb\u306e\u4ee3\u8868\u4f8b\u3067\u3059\u3002<br \/>\n1\u70b9\u6ce8\u610f\u304c\u3042\u308a\u307e\u3059\u3002GPT-5\u7cfb\u30e2\u30c7\u30eb\u306f\u3001\u4ed6\u306e\u30e2\u30c7\u30eb\u304c\u4f7f\u7528\u3059\u308b <span class=\"Post-inline\">\/v1<\/span> \u30d1\u30b9\u3067\u306f\u306a\u304f\u3001<strong><span class=\"Post-inline\">\/openai\/v1<\/span> \u3068\u3044\u3046\u5c02\u7528\u30d1\u30b9<\/strong>\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/model-card-openai-gpt-54.html\" class=\"Ext\">GPT-5.4\u306e\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9<\/a>\u306b\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u3059\uff09\u3002<span class=\"Post-inline\">\/v1<\/span> \u30d1\u30b9\u306b\u5bfe\u3057\u3066GPT-5.4\u3092\u6307\u5b9a\u3059\u308b\u3068\u300c\u3053\u306e\u30e2\u30c7\u30eb\u306f \/v1\/responses API\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u3044\u3046 validation \u30a8\u30e9\u30fc\u304c\u8fd4\u308b\u305f\u3081\u3001<span class=\"Post-inline\">base_url<\/span> \u3092\u660e\u793a\u7684\u306b\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">responses_example.py<\/div>\n<pre class=\"Copy\"><code>\r\n# pip install openai python-dotenv\r\nimport json\r\nimport os\r\n\r\nfrom dotenv import load_dotenv\r\nfrom openai import OpenAI\r\n\r\nload_dotenv()\r\n\r\nclient = OpenAI(\r\n    base_url=&quot;https:\/\/bedrock-mantle.us-east-1.api.aws\/openai\/v1&quot;,\r\n    api_key=os.environ[&quot;BEDROCK_API_KEY&quot;],\r\n)\r\n\r\nresponse = client.responses.create(\r\n    model=&quot;openai.gpt-5.4&quot;,\r\n    input=[\r\n        {&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;\u751f\u6210AI\u306e\u6d3b\u7528\u4e8b\u4f8b\u30923\u3064\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002&quot;}\r\n    ]\r\n)\r\n\r\nprint(json.dumps(response.model_dump(), ensure_ascii=False, indent=2))\r\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/07\/responses-api-result.png\" alt=\"Responses API\u306e\u5b9f\u884c\u7d50\u679c\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">Responses API\u306e\u5b9f\u884c\u7d50\u679c\uff08\u4e00\u90e8\u629c\u7c8b\uff09<\/div>\n<p>\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3082 <span class=\"Post-inline\">stream=True<\/span> \u3092\u6307\u5b9a\u3059\u308b\u3060\u3051\u3067\u3001OpenAI API\u3068\u540c\u3058\u30a4\u30d9\u30f3\u30c8\u5f62\u5f0f\u3067\u53d7\u4fe1\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u203b \u305f\u3060\u3057\u3001\u3053\u308c\u306f\u3042\u304f\u307e\u3067\u30ea\u30af\u30a8\u30b9\u30c8\u5074\u306e\u8a71\u3067\u3001<span class=\"Post-inline\">stream=True<\/span> \u3092\u6307\u5b9a\u3059\u308b\u3068\u623b\u308a\u5024\u306f\u5358\u4e00\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3067\u306f\u306a\u304f\u30a4\u30d9\u30f3\u30c8\u306e\u30b9\u30c8\u30ea\u30fc\u30e0\u306b\u5909\u308f\u308a\u307e\u3059\u3002\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u306e\u307e\u307e\u30ec\u30b9\u30dd\u30f3\u30b9\u5168\u4f53\u3092\u53c2\u7167\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u30a8\u30e9\u30fc\u306b\u306a\u308b\u305f\u3081\u3001\u53d7\u3051\u53d6\u308b\u5074\u3082\u30a4\u30d9\u30f3\u30c8\u3092\u9806\u6b21\u51e6\u7406\u3059\u308b\u5b9f\u88c5\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 id=\"section-5-2\" class=\"Heading Title Title--s\">Anthropic Messages API\u3067Claude\u3092\u547c\u3073\u51fa\u3059<\/h4>\n<p>Claude\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066\u306f\u3001Anthropic\u30cd\u30a4\u30c6\u30a3\u30d6\u5f62\u5f0f\u306eMessages API\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u30d1\u30b9\u306f <span class=\"Post-inline\">\/anthropic\/v1\/messages<\/span> \u3067\u3001Anthropic Python SDK\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u306f <span class=\"Post-inline\">base_url<\/span> \u306bMantle\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e <span class=\"Post-inline\">\/anthropic<\/span> \u307e\u3067\u3092\u6307\u5b9a\u3057\u3001<span class=\"Post-inline\">api_key<\/span> \u306bBedrock API\u30ad\u30fc\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">messages_example.py<\/div>\n<pre class=\"Copy\"><code>\r\nimport json\r\nimport os\r\n\r\nfrom anthropic import Anthropic\r\nfrom dotenv import load_dotenv\r\n\r\nload_dotenv()\r\n\r\nclient = Anthropic(\r\n    base_url=&quot;https:\/\/bedrock-mantle.us-east-1.api.aws\/anthropic&quot;,\r\n    api_key=os.environ[&quot;BEDROCK_API_KEY&quot;],\r\n)\r\n\r\nmessage = client.messages.create(\r\n    model=&quot;anthropic.claude-sonnet-5&quot;,\r\n    max_tokens=1024,\r\n    messages=[\r\n        {&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u4e00\u6587\u3067\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002&quot;}\r\n    ],\r\n)\r\n\r\nprint(json.dumps(message.model_dump(), ensure_ascii=False, indent=2))\r\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/07\/messages-api-result.png\" alt=\"Anthropic Messages API\u306e\u5b9f\u884c\u7d50\u679c\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">Anthropic SDK\u7d4c\u7531\u3067Claude\u3092\u547c\u3073\u51fa\u3057\u305f\u5b9f\u884c\u7d50\u679c\u3002\u30ec\u30b9\u30dd\u30f3\u30b9\u306fAnthropic\u30cd\u30a4\u30c6\u30a3\u30d6\u306eMessages API\u5f62\u5f0f\u3067\u8fd4\u308b<\/div>\n<p>\u30b3\u30fc\u30c9\u81ea\u4f53\u306fAnthropic\u672c\u5bb6\u306eAPI\u3092\u547c\u3073\u51fa\u3059\u5834\u5408\u3068\u307e\u3063\u305f\u304f\u540c\u3058\u3067\u3001\u63a5\u7d9a\u5148\u3068API\u30ad\u30fc\u3092\u5dee\u3057\u66ff\u3048\u308b\u3060\u3051\u3067\u52d5\u4f5c\u3057\u307e\u3059\u3002\u8a8d\u8a3c\u7528\u306e <span class=\"Post-inline\">x-api-key<\/span> \u30d8\u30c3\u30c0\u30fc\u3084API\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u793a\u3059 <span class=\"Post-inline\">anthropic-version: 2023-06-01<\/span> \u30d8\u30c3\u30c0\u30fc\u306fSDK\u304c\u81ea\u52d5\u7684\u306b\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u5f93\u6765\u306ebedrock-runtime\u7d4c\u7531\u3067\u306f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u30dc\u30c7\u30a3\u5185\u306b <span class=\"Post-inline\">&quot;anthropic_version&quot;: &quot;bedrock-2023-05-31&quot;<\/span> \u3092\u542b\u3081\u308b\u72ec\u81ea\u65b9\u5f0f\u3060\u3063\u305f\u305f\u3081\u3001\u3053\u3053\u3082\u79fb\u884c\u6642\u306e\u5909\u66f4\u70b9\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>Messages API\u3067\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u30de\u30eb\u30c1\u30bf\u30fc\u30f3\u4f1a\u8a71\u3001\u30c4\u30fc\u30eb\u5229\u7528\u3001\u753b\u50cf\u5165\u529b\uff08Vision\uff09\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30ad\u30e3\u30c3\u30b7\u30e5\u3001Extended Thinking\u3068\u3044\u3063\u305fClaude\u306e\u4e3b\u8981\u6a5f\u80fd\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u305f\u3060\u3057\u3001\u6ce8\u610f\u70b9\u3068\u3057\u3066\u3001<strong>Claude\u306eStructured Outputs\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\u306f\u672c\u8a18\u4e8b\u57f7\u7b46\u6642\u70b9\uff082026\u5e747\u6708\uff09\u3067\u306fMantle\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u7d4c\u7531\u3067\u306f\u5229\u7528\u3067\u304d\u307e\u305b\u3093<\/strong>\u3002\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001Anthropic Claude\u30e2\u30c7\u30eb\u3067Structured Outputs\u3092\u4f7f\u3046\u5834\u5408\u306f <span class=\"Post-inline\">bedrock-runtime<\/span> \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306eConverse API\u307e\u305f\u306fInvokeModel API\u3092\u5229\u7528\u3059\u308b\u3088\u3046\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3001\u6a5f\u80fd\u306e\u5229\u7528\u53ef\u5426\u306f\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3068\u30e2\u30c7\u30eb\u306e\u7d44\u307f\u5408\u308f\u305b\u3054\u3068\u306b\u7570\u306a\u308a\u3001\u4eca\u5f8c\u5909\u308f\u308b\u53ef\u80fd\u6027\u3082\u3042\u308b\u305f\u3081\u3001\u5229\u7528\u524d\u306b\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e<a href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/bedrock\/latest\/userguide\/structured-output.html\" class=\"Ext\">Structured Outputs\u306e\u30da\u30fc\u30b8<\/a>\u3067\u6700\u65b0\u306e\u5bfe\u5fdc\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>Structured Outputs\u306e\u6d3b\u7528\u65b9\u6cd5\u306f\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/structured-outputs-basics-and-practice.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/03\/structured-outputs-basics-and-practice-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\">Structured Outputs\u306e\u57fa\u672c\u3068\u5b9f\u8df5<\/div><\/div><\/a>\n<h4 id=\"section-5-3\" class=\"Heading Title Title--s\">\u53c2\u8003: \u5f93\u6765\u306ebedrock-runtime\u3067\u306e\u547c\u3073\u51fa\u3057<\/h4>\n<p>\u6bd4\u8f03\u306e\u305f\u3081\u3001\u540c\u3058\u51e6\u7406\u3092\u5f93\u6765\u306ebedrock-runtime\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3067\u5b9f\u884c\u3059\u308b\u30b3\u30fc\u30c9\u3092\u793a\u3057\u307e\u3059\u3002\u3053\u3061\u3089\u306fBedrock API\u30ad\u30fc\u3067\u306f\u306a\u304f\u3001AWS\u8a8d\u8a3c\u60c5\u5831\uff08SigV4\uff09\u306b\u3088\u308b\u8a8d\u8a3c\u3067\u3059\u3002<\/p>\n<div class=\"Pre-title\">invoke_model_example.py<\/div>\n<pre class=\"Copy\"><code>\r\n# \u6bd4\u8f03\u7528: \u5f93\u6765\u306ebedrock-runtime\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3067\u306e\u547c\u3073\u51fa\u3057\uff08AWS\u8a8d\u8a3c\u60c5\u5831\u3092\u4f7f\u7528\uff09\r\nimport json\r\nimport os\r\n\r\nimport boto3\r\nfrom dotenv import load_dotenv\r\n\r\nload_dotenv()\r\n\r\nclient = boto3.client(&quot;bedrock-runtime&quot;, region_name=os.environ[&quot;AWS_REGION&quot;])\r\n\r\nresponse = client.invoke_model(\r\n    modelId=&quot;us.anthropic.claude-sonnet-5&quot;,\r\n    body=json.dumps(\r\n        {\r\n            &quot;anthropic_version&quot;: &quot;bedrock-2023-05-31&quot;,\r\n            &quot;max_tokens&quot;: 1024,\r\n            &quot;messages&quot;: [\r\n                {\r\n                    &quot;role&quot;: &quot;user&quot;,\r\n                    &quot;content&quot;: &quot;\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u4e00\u6587\u3067\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002&quot;,\r\n                }\r\n            ],\r\n        }\r\n    ),\r\n)\r\n\r\nresult = json.loads(response[&quot;body&quot;].read())\r\nprint(result[&quot;content&quot;][0][&quot;text&quot;])\r\n<\/code><\/pre>\n<p>boto3\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u751f\u6210\u3001SigV4\u306b\u3088\u308b\u7f72\u540d\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u30dc\u30c7\u30a3\u306e\u30d1\u30fc\u30b9\u306a\u3069\u3001AWS\u56fa\u6709\u306e\u5b9f\u88c5\u304c\u5fc5\u8981\u3067\u3042\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002Mantle\u3067\u306f\u3001\u3053\u308c\u3089\u304cOpenAI SDK\u30fbAnthropic SDK\u306e\u6a19\u6e96\u7684\u306a\u66f8\u304d\u65b9\u306b\u7f6e\u304d\u63db\u308f\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-6\" class=\"Heading Title Title--m\">Responses API\u306e\u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u306a\u4f1a\u8a71\u7ba1\u7406<\/h3>\n<p>Mantle\u306e\u76ee\u7389\u6a5f\u80fd\u306e\u4e00\u3064\u304c\u3001Responses API\u306b\u3088\u308b\u30b5\u30fc\u30d0\u30fc\u5074\u3067\u306e\u4f1a\u8a71\u72b6\u614b\u7ba1\u7406\u3067\u3059\u3002\u5f93\u6765\u306eChat Completions\u3084Converse API\u3067\u306f\u3001\u30de\u30eb\u30c1\u30bf\u30fc\u30f3\u4f1a\u8a71\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u5074\u3067\u4f1a\u8a71\u5c65\u6b74\u3092\u4fdd\u6301\u3057\u3001\u6bce\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u5168\u5c65\u6b74\u3092\u542b\u3081\u3066\u9001\u4fe1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002<br \/>\nResponses API\u3067\u306f\u3001\u524d\u56de\u30ec\u30b9\u30dd\u30f3\u30b9\u306e <span class=\"Post-inline\">id<\/span> \u3092\u6b21\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306e <span class=\"Post-inline\">previous_response_id<\/span> \u306b\u6307\u5b9a\u3059\u308b\u3060\u3051\u3067\u3001\u30b5\u30fc\u30d0\u30fc\u5074\u306b\u4fdd\u5b58\u3055\u308c\u305f\u6587\u8108\u3092\u5f15\u304d\u7d99\u3044\u3067\u4f1a\u8a71\u3092\u7d99\u7d9a\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u3092\u6b63\u3057\u304f\u7406\u89e3\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u4fdd\u5b58\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u6709\u52b9\u3067\u3042\u308a\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u5fdc\u7b54\u306f\u30ea\u30af\u30a8\u30b9\u30c8\u5143\u30ea\u30fc\u30b8\u30e7\u30f3\u306b30\u65e5\u9593\u4fdd\u6301\u3055\u308c\u305f\u5f8c\u3001\u81ea\u52d5\u7684\u306b\u524a\u9664\u3055\u308c\u308b<\/li>\n<li class=\"Base-list__child\">\u4fdd\u5b58\u3092\u671b\u307e\u306a\u3044\u5834\u5408\u306f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3054\u3068\u306b store \u30d1\u30e9\u30e1\u30fc\u30bf\u3092 false \u306b\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b<\/li>\n<li class=\"Base-list__child\">store \u3092 false \u306b\u3057\u305f\u5834\u5408\u3001previous_response_id \u306b\u3088\u308b\u4f1a\u8a71\u306e\u7d99\u7d9a\u306f\u3067\u304d\u306a\u3044<\/li>\n<li class=\"Base-list__child\">\u4fdd\u5b58\u30c7\u30fc\u30bf\u306f\u4fdd\u5b58\u6642\u306b\u6697\u53f7\u5316\u3055\u308c\u3001\u547c\u3073\u51fa\u3057\u5143AWS\u30a2\u30ab\u30a6\u30f3\u30c8\u306eProject\u30ea\u30bd\u30fc\u30b9\u306b\u30b9\u30b3\u30fc\u30d7\u3055\u308c\u308b<\/li>\n<\/ul>\n<p>\u30c7\u30d5\u30a9\u30eb\u30c8\u304c\u300c\u4fdd\u5b58\u3059\u308b\u300d\u5074\u306b\u5012\u308c\u3066\u3044\u308b\u306e\u306f\u3001OpenAI\u306eResponses API\u4ed5\u69d8\u306b\u5408\u308f\u305b\u305f\u305f\u3081\u3067\u3059\u3002\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u6271\u3046\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001<span class=\"Post-inline\">store<\/span> \u306e\u8a2d\u5b9a\u3092\u660e\u793a\u7684\u306b\u7ba1\u7406\u3059\u308b\u904b\u7528\u30eb\u30fc\u30eb\u3092\u5b9a\u3081\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002<br \/>\n\u306a\u304a\u3001\u3053\u3053\u3067\u767b\u5834\u3059\u308b\u300cProjects\u300d\u306f\u3001Mantle\u3068\u540c\u6642\u671f\u306b\u5c0e\u5165\u3055\u308c\u305fOpenAI\u4e92\u63db\u306e\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u6a5f\u80fd\u3067\u3059\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u74b0\u5883\u30fb\u30c1\u30fc\u30e0\u3054\u3068\u306b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5206\u5272\u3057\u3001IAM\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3068\u30bf\u30b0\u306b\u3088\u308b\u30b3\u30b9\u30c8\u53ef\u8996\u5316\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u4fdd\u5b58\u3055\u308c\u305f\u30ec\u30b9\u30dd\u30f3\u30b9\u3082Project\u5358\u4f4d\u3067\u30b9\u30b3\u30fc\u30d7\u3055\u308c\u308b\u305f\u3081\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u307e\u305f\u3044\u3060\u53c2\u7167\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<h3 id=\"section-7\" class=\"Heading Title Title--m\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u8a08<\/h3>\n<p>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5229\u7528\u306e\u89b3\u70b9\u3067\u306f\u3001Mantle\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u8a08\u3068\u3057\u3066\u300cZero Operator Access\u300d\u3068\u300c\u30c7\u30fc\u30bf\u4fdd\u6301\u8a2d\u5b9a\u300d\u306e2\u3064\u3092\u62bc\u3055\u3048\u3066\u304a\u304f\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002<\/p>\n<h4 id=\"section-7-1\" class=\"Heading Title Title--s\">Zero Operator Access<\/h4>\n<p>Mantle\u304c\u63a1\u7528\u3059\u308b\u8a2d\u8a08\u601d\u60f3\u304c\u300cZero Operator Access\uff08ZOA\uff09\u300d\u3067\u3059\u3002\u3053\u308c\u306f\u3001AWS\u306e\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\uff08\u904b\u7528\u62c5\u5f53\u8005\uff09\u304c\u9867\u5ba2\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u7684\u624b\u6bb5\u305d\u306e\u3082\u306e\u3092\u6392\u9664\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u4ed5\u7d44\u307f\u3067\u5b9f\u73fe\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">SSH\u3001Session Manager\u3001\u30b7\u30ea\u30a2\u30eb\u30b3\u30f3\u30bd\u30fc\u30eb\u3068\u3044\u3063\u305f\u5bfe\u8a71\u7684\u30a2\u30af\u30bb\u30b9\u624b\u6bb5\u3092\u63a8\u8ad6\u57fa\u76e4\u304b\u3089\u6392\u9664\u3059\u308b<\/li>\n<li class=\"Base-list__child\">\u30b7\u30b9\u30c6\u30e0\u306e\u7ba1\u7406\u306f\u81ea\u52d5\u5316\u3055\u308c\u305f\u4ed5\u7d44\u307f\u3068\u30bb\u30ad\u30e5\u30a2\u306aAPI\u306e\u307f\u3067\u884c\u3046<\/li>\n<li class=\"Base-list__child\">Nitro TPM\u306b\u3088\u308b\u6697\u53f7\u5b66\u7684\u306b\u7f72\u540d\u3055\u308c\u305f\u6e2c\u5b9a\u5024\u3067\u3001\u5b9f\u884c\u74b0\u5883\u306e\u5b8c\u5168\u6027\u3092\u691c\u8a3c\u3059\u308b<\/li>\n<li class=\"Base-list__child\">\u63a8\u8ad6\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u66f4\u65b0\u306b\u306f\u7f72\u540d\u3068\u691c\u8a3c\u3092\u5fc5\u9808\u3068\u3059\u308b<\/li>\n<\/ul>\n<p>ZOA\u8a2d\u8a08\u306e\u8a73\u7d30\u306f\u3001AWS\u516c\u5f0f\u30d6\u30ed\u30b0\u306e<a href=\"https:\/\/aws.amazon.com\/blogs\/machine-learning\/exploring-the-zero-operator-access-design-of-mantle\/\" class=\"Ext\">Exploring the zero operator access design of Mantle<\/a>\u3067\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u751f\u6210AI\u306e\u696d\u52d9\u5229\u7528\u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u5fdc\u7b54\u306b\u6a5f\u5bc6\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u30b1\u30fc\u30b9\u304c\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u300c\u30af\u30e9\u30a6\u30c9\u4e8b\u696d\u8005\u306e\u5f93\u696d\u54e1\u3067\u3042\u3063\u3066\u3082\u30c7\u30fc\u30bf\u306b\u89e6\u308c\u3089\u308c\u306a\u3044\u300d\u3053\u3068\u304c\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30ec\u30d9\u30eb\u3067\u62c5\u4fdd\u3055\u308c\u3066\u3044\u308b\u70b9\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306e\u53b3\u3057\u3044\u4f01\u696d\u304cBedrock\u3092\u9078\u5b9a\u3059\u308b\u969b\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002\u751f\u6210AI\u5229\u7528\u6642\u306e\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3082\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/generative-ai-business-data-handling.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/04\/generative-ai-business-data-handling-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\">\u751f\u6210AI\u306b\u3069\u3053\u307e\u3067\u696d\u52d9\u60c5\u5831\u3092\u5165\u308c\u3066\u3088\u3044\u306e\u304b\uff1f<\/div><\/div><\/a>\n<h4 id=\"section-7-2\" class=\"Heading Title Title--s\">\u4e0d\u6b63\u5229\u7528\u691c\u51fa\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u4fdd\u6301\u8a2d\u5b9a<\/h4>\n<p>\u7d1b\u3089\u308f\u3057\u3044\u70b9\u3068\u3057\u3066\u3001\u524d\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u8aac\u660e\u3057\u305f <span class=\"Post-inline\">store<\/span> \u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u306f\u5225\u306b\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u306f\u300c\u30c7\u30fc\u30bf\u4fdd\u6301\u8a2d\u5b9a\uff08data retention mode\uff09\u300d\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u4e21\u8005\u306f\u76ee\u7684\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u8a2d\u5b9a<\/th>\n<th>\u76ee\u7684<\/th>\n<th>\u5236\u5fa1\u5358\u4f4d<\/th>\n<\/tr>\n<tr>\n<td><span class=\"Post-inline\">store<\/span> \u30d1\u30e9\u30e1\u30fc\u30bf<\/td>\n<td>\u4f1a\u8a71\u72b6\u614b\u306e\u4fdd\u5b58\uff08<span class=\"Post-inline\">previous_response_id<\/span> \u306b\u3088\u308b\u4f1a\u8a71\u7d99\u7d9a\u306e\u305f\u3081\uff09<\/td>\n<td>\u30ea\u30af\u30a8\u30b9\u30c8\u5358\u4f4d<\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30fc\u30bf\u4fdd\u6301\u8a2d\u5b9a<\/td>\n<td>\u4e0d\u6b63\u5229\u7528\u691c\u51fa\uff08abuse detection\uff09\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u4fdd\u6301\u30dd\u30ea\u30b7\u30fc<\/td>\n<td>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5358\u4f4d<\/td>\n<\/tr>\n<\/table>\n<p>Amazon Bedrock\u306f\u539f\u5247\u3068\u3057\u3066\u30bc\u30ed\u30c7\u30fc\u30bf\u4fdd\u6301\uff08ZDR\uff09\u3067\u52d5\u4f5c\u3057\u307e\u3059\u304c\u3001<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/abuse-detection.html\" class=\"Ext\">\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u60aa\u7528\u691c\u51fa\u306e\u30da\u30fc\u30b8<\/a>\u306b\u4f8b\u5916\u304c\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070OpenAI\u306eGPT-5.4 \/ GPT-5.5\u3067\u306f\u3001\u5206\u985e\u5668\u306b\u3088\u3063\u3066\u30d5\u30e9\u30b0\u3055\u308c\u305f\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u304c\u4e0d\u6b63\u5229\u7528\u306e\u81ea\u52d5\u691c\u51fa\u306e\u305f\u3081\u306b\u6700\u592730\u65e5\u9593\u4fdd\u6301\u3055\u308c\u308b\u4ed5\u69d8\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u306b\u3001\u30c7\u30fc\u30bf\u4fdd\u6301\u8a2d\u5b9a\u3092\u300c\u4fdd\u6301\u306a\u3057\uff08none\uff09\u300d\u306b\u8a2d\u5b9a\u3057\u3066GPT-5.4\u3092\u547c\u3073\u51fa\u3059\u3068\u3001<span class=\"Post-inline\">data retention mode &#x27;none&#x27; is not available for this model<\/span> \u3068\u3044\u3046validation\u30a8\u30e9\u30fc\u304c\u8fd4\u308a\u307e\u3059\u3002\u4fdd\u6301\u30dd\u30ea\u30b7\u30fc\u306f\u30e2\u30c7\u30eb\u3054\u3068\u306b\u7570\u306a\u308b\u305f\u3081\u3001\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u5229\u7528\u4e88\u5b9a\u30e2\u30c7\u30eb\u306e\u30c7\u30fc\u30bf\u4fdd\u6301\u6761\u4ef6\u3092\u4e8b\u524d\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u4e00\u65b9\u3001<span class=\"Post-inline\">store<\/span> \u30d1\u30e9\u30e1\u30fc\u30bf\u3092 <span class=\"Post-inline\">false<\/span> \u306b\u3059\u308b\u8a2d\u5b9a\u306f\u3001Responses API\u306e\u4f1a\u8a71\u72b6\u614b\u4fdd\u5b58\u3092\u7121\u52b9\u5316\u3059\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002\u3064\u307e\u308a\u300c\u4f1a\u8a71\u72b6\u614b\u3092\u4fdd\u5b58\u3057\u306a\u3044\u300d\u8a2d\u5b9a\u3068\u300c\u4e0d\u6b63\u5229\u7528\u691c\u51fa\u306e\u305f\u3081\u306e\u4fdd\u6301\u30dd\u30ea\u30b7\u30fc\u300d\u306f\u5225\u306e\u5236\u5fa1\u3067\u3042\u308a\u3001\u6a5f\u5bc6\u6027\u306e\u8981\u4ef6\u304c\u53b3\u3057\u3044\u30b7\u30b9\u30c6\u30e0\u3067\u30e2\u30c7\u30eb\u3092\u9078\u5b9a\u3059\u308b\u969b\u306f\u3001\u3053\u306e\u9055\u3044\u3082\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"section-8\" class=\"Heading Title Title--m\">bedrock-mantle\u3068bedrock-runtime\u306e\u4f7f\u3044\u5206\u3051<\/h3>\n<p>\u3067\u306f\u3001\u65e2\u5b58\u306ebedrock-runtime\u304b\u3089Mantle\u306b\u5168\u9762\u79fb\u884c\u3059\u3079\u304d\u304b\u3068\u3044\u3046\u3068\u3001\u73fe\u6642\u70b9\u3067\u306f\u7528\u9014\u306b\u3088\u308b\u4f7f\u3044\u5206\u3051\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002AWS\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u8e0f\u307e\u3048\u305f\u4f7f\u3044\u5206\u3051\u306e\u76ee\u5b89\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<p><strong>bedrock-mantle\u304c\u9069\u3057\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">OpenAI API\u3084Anthropic API\u3092\u5229\u7528\u3057\u305f\u65e2\u5b58\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092Bedrock\u306b\u79fb\u884c\u3059\u308b\u5834\u5408<\/li>\n<li class=\"Base-list__child\">OpenAI SDK \/ Anthropic SDK\u3092\u524d\u63d0\u3068\u3057\u305f\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u88fd\u30c4\u30fc\u30eb\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u9023\u643a\u3059\u308b\u5834\u5408<\/li>\n<li class=\"Base-list__child\">Responses API\u306e\u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u306a\u4f1a\u8a71\u7ba1\u7406\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u305f\u3044\u5834\u5408<\/li>\n<li class=\"Base-list__child\">OpenAI\u4e92\u63db\u30fbAnthropic\u4e92\u63db\u306eAPI\u3092\u524d\u63d0\u306b\u65b0\u898f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u5834\u5408<\/li>\n<\/ul>\n<p><strong>bedrock-runtime\u304c\u9069\u3057\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">boto3\u306a\u3069AWS SDK\u30d9\u30fc\u30b9\u306e\u65e2\u5b58\u5b9f\u88c5\u3092\u7dad\u6301\u3057\u305f\u3044\u5834\u5408<\/li>\n<li class=\"Base-list__child\">\u30e2\u30c7\u30eb\u547c\u3073\u51fa\u3057\u30ed\u30b0\uff08invocation logging\uff09\u306a\u3069AWS\u30cd\u30a4\u30c6\u30a3\u30d6\u306e\u904b\u7528\u6a5f\u80fd\u3092\u5229\u7528\u3059\u308b\u5834\u5408<\/li>\n<li class=\"Base-list__child\">Converse API\u3067\u5168\u30e2\u30c7\u30eb\u5171\u901a\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306b\u7d71\u4e00\u3057\u305f\u3044\u5834\u5408<\/li>\n<li class=\"Base-list__child\">OpenAI\u4e92\u63dbAPI\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u30e2\u30c7\u30eb\uff08\u753b\u50cf\u751f\u6210\u3084\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u306a\u3069\uff09\u3092\u5229\u7528\u3059\u308b\u5834\u5408<\/li>\n<\/ul>\n<p>\u306a\u304a\u3001\u524d\u8ff0\u306eStructured Outputs\u306e\u3088\u3046\u306b\u3001\u6a5f\u80fd\u306e\u5229\u7528\u53ef\u5426\u304c\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3068\u30e2\u30c7\u30eb\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u3063\u3066\u6c7a\u307e\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u9078\u5b9a\u306e\u969b\u306f\u3001\u5229\u7528\u3057\u305f\u3044\u6a5f\u80fd\u3068\u30e2\u30c7\u30eb\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b\u3092\u500b\u5225\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u307e\u305f\u3001\u3059\u3079\u3066\u306e\u30e2\u30c7\u30eb\u304c\u3059\u3079\u3066\u306eAPI\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305f\u3068\u3048\u3070Responses API\u306f\u5bfe\u5fdc\u30e2\u30c7\u30eb\u304c\u9650\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5229\u7528\u4e88\u5b9a\u306e\u30e2\u30c7\u30eb\u304c\u3069\u306eAPI\u30fb\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b\u306f\u3001\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e<a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/models-api-compatibility.html\" class=\"Ext\">\u30e2\u30c7\u30eb\u5225API\u4e92\u63db\u6027<\/a>\u3067\u4e8b\u524d\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3 id=\"section-9\" class=\"Heading Title Title--m\">\u307e\u3068\u3081<\/h3>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001Amazon Bedrock\u306e\u65b0\u3057\u3044\u63a8\u8ad6\u57fa\u76e4\u3067\u3042\u308bMantle\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002\u8981\u70b9\u3092\u632f\u308a\u8fd4\u308a\u307e\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">Bedrock Mantle\u306fre:Invent 2025\u3067\u767a\u8868\u3055\u308c\u305f\u5206\u6563\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u3067\u3001bedrock-mantle\u3068\u3044\u3046\u5c02\u7528\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u901a\u3058\u3066\u5229\u7528\u3059\u308b<\/li>\n<li class=\"Base-list__child\">OpenAI\u306eResponses API\u30fbChat Completions API\u3001Anthropic\u306eMessages API\u306b\u5bfe\u5fdc\u3057\u3001\u65e2\u5b58\u306eSDK\u30b3\u30fc\u30c9\u3092\u30d9\u30fc\u30b9URL\u3068API\u30ad\u30fc\u306e\u5909\u66f4\u3060\u3051\u3067\u79fb\u884c\u3067\u304d\u308b<\/li>\n<li class=\"Base-list__child\">OpenAI SDK \/ Anthropic SDK\u304b\u3089\u5229\u7528\u3059\u308b\u5834\u5408\u306fBedrock API\u30ad\u30fc\uff08Bearer\u30c8\u30fc\u30af\u30f3\uff09\u3092\u8a2d\u5b9a\u3057\u3001\u77ed\u671f\u30ad\u30fc\u306f\u672c\u756a\u30b7\u30b9\u30c6\u30e0\u3084\u77ed\u671f\u9593\u306e\u307f\u4f7f\u7528\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u6d3b\u7528\u3067\u304d\u308b<\/li>\n<li class=\"Base-list__child\">Responses API\u306b\u3088\u308a\u30b5\u30fc\u30d0\u30fc\u5074\u3067\u306e\u4f1a\u8a71\u72b6\u614b\u7ba1\u7406\u304c\u53ef\u80fd\u306b\u306a\u3063\u305f\u4e00\u65b9\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306730\u65e5\u9593\u30c7\u30fc\u30bf\u304c\u4fdd\u5b58\u3055\u308c\u308b\u305f\u3081\u3001 store \u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6271\u3044\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981<\/li>\n<li class=\"Base-list__child\">Zero Operator Access\u8a2d\u8a08\u306b\u3088\u308a\u3001AWS\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u304c\u9867\u5ba2\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u6280\u8853\u7684\u624b\u6bb5\u304c\u6392\u9664\u3055\u308c\u3066\u3044\u308b<\/li>\n<li class=\"Base-list__child\">OpenAI\u4e92\u63db\u30fbAnthropic\u4e92\u63dbAPI\u3092\u4f7f\u3046\u5834\u5408\u306fbedrock-mantle\u304c\u6709\u529b\u306a\u9078\u629e\u80a2\u306b\u306a\u308b\u304c\u3001AWS SDK\u30d9\u30fc\u30b9\u306e\u65e2\u5b58\u5b9f\u88c5\u3084\u975e\u5bfe\u5fdc\u30e2\u30c7\u30eb\u3067\u306fbedrock-runtime\u3092\u5f15\u304d\u7d9a\u304d\u5229\u7528\u3059\u308b<\/li>\n<\/ul>\n<p>OpenAI\u4e92\u63db\u30fbAnthropic\u4e92\u63db\u306eAPI\u3092AWS\u306e\u8a8d\u8a3c\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u67a0\u7d44\u307f\u306e\u4e2d\u3067\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u3001\u65e2\u5b58\u306e\u751f\u6210AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092Bedrock\u3078\u79fb\u884c\u3059\u308b\u30cf\u30fc\u30c9\u30eb\u306f\u5927\u304d\u304f\u4e0b\u304c\u308a\u307e\u3057\u305f\u3002\u307e\u305a\u306f\u691c\u8a3c\u74b0\u5883\u3067\u77ed\u671fAPI\u30ad\u30fc\u3092\u767a\u884c\u3057\u3001\u65e2\u5b58\u30b3\u30fc\u30c9\u306e\u63a5\u7d9a\u5148\u3092\u5207\u308a\u66ff\u3048\u308b\u3068\u3053\u308d\u304b\u3089\u8a66\u3059\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"section-10\" 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\u652f\u63f4\u30923\u3064\u306e\u30d1\u30c3\u30af\u3067\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<\/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 2025\u5e7412\u6708\u306eAWS re:Invent\u3067\u3001Amazon Bedrock\u306e\u65b0\u3057\u3044\u63a8\u8ad6\u57fa\u76e4\u300cMantle\uff08\u30de\u30f3\u30c8\u30eb\uff09\u300d\u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002Mantle\u306f\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u30b5\u30fc\u30d3\u30f3\u30b0\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5206\u6563\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u2026<\/p>\n","protected":false},"author":7,"featured_media":7209,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[91],"class_list":["post-7208","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-generative-ai"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.9 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u306f\u3058\u3081\u306b 2025\u5e7412\u6708\u306eAWS re:Invent\u3067\u3001Amazon Bedrock\u306e\u65b0\u3057\u3044\u63a8\u8ad6\u57fa\u76e4\u300cMan\" 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