{"id":6699,"date":"2025-09-24T03:31:14","date_gmt":"2025-09-24T03:31:14","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=6699"},"modified":"2025-09-24T03:31:14","modified_gmt":"2025-09-24T03:31:14","slug":"strandsagents%ef%bc%8bagentcore-memory-%e3%81%a7%e7%a7%81%e5%a5%bd%e3%81%bf%e3%81%ae%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88%e3%82%92%e5%ae%9f%e7%8f%be%e3%81%99%e3%82%8b-taste-of-tech","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/6699\/","title":{"rendered":"StrandsAgents\uff0bAgentCore Memory \u3067\u79c1\u597d\u307f\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5b9f\u73fe\u3059\u308b &#8211; Taste of Tech Topics"},"content":{"rendered":"\n<\/p>\n<div>\n<p>\u3053\u3093\u306b\u3061\u306f\u3001YAMALEX\u306e\u99ff\u3067\u3059\u3002<\/p>\n<p>\u6628\u4eca\u3001\u5bfe\u8a71\u578bAI\u306e\u6d3b\u7528\u304c\u9032\u3080\u4e2d\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u3054\u3068\u306b\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u4f53\u9a13\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3001\u3088\u308a\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\u5358\u306a\u308b\u4e00\u554f\u4e00\u7b54\u3067\u306f\u306a\u304f\u3001\u300c\u30e6\u30fc\u30b6\u30fc\u304c\u8ab0\u3067\u3001\u3069\u3093\u306a\u95a2\u5fc3\u3084\u76ee\u7684\u3092\u6301\u3063\u3066\u3044\u308b\u304b\u300d\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u5fdc\u7b54\u3067\u304d\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001Strands Agents\u3068Bedrock AgentCore\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u5bfe\u8a71\u5c65\u6b74\u3092\u8a18\u61b6\u30fb\u6d3b\u7528\u3059\u308b\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5b9f\u88c5\u3068\u691c\u8a3c\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"1-\u306f\u3058\u3081\u306b\">1. \u306f\u3058\u3081\u306b<\/h2>\n<p>\u307e\u305a\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u69cb\u6210\u8981\u7d20\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"11-Strands-Agents\u3068\u306f\">1.1. Strands Agents\u3068\u306f<\/h3>\n<p>Strands Agents\u306f\u3001\u5bfe\u8a71\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u632f\u308b\u821e\u3044\u3084\u4f1a\u8a71\u30d5\u30ed\u30fc\u3092\u67d4\u8edf\u306b\u8a2d\u8a08\u30fb\u69cb\u7bc9\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<br \/>\u8907\u6570\u306e\u30c4\u30fc\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f1a\u8a71\u306e\u4e2d\u3067\u5fc5\u8981\u306a\u51e6\u7406\uff08<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u547c\u3073\u51fa\u3057\u3001\u30c7\u30fc\u30bf\u691c\u7d22\u3001\u8a18\u61b6\u306e\u53c2\u7167\u306a\u3069\uff09\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fgithub.com%2Fstrands-agents%2Fsdk-python%2F\" title=\"GitHub - strands-agents\/sdk-python: A model-driven approach to building AI agents in just a few lines of code.\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/github.com\/strands-agents\/sdk-python\/\">github.com<\/a><\/cite><\/p>\n<p>\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u3082\u7d39\u4ecb\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u3042\u308f\u305b\u3066\u3054\u4e00\u8aad\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Facro-engineer.hatenablog.com%2Fentry%2F2025%2F08%2F28%2F120000\" title=\"StrandsAgents + Claude \u30a4\u30f3\u30bf\u30fc\u30ea\u30fc\u30d6\u601d\u8003\u3067DeepResearch\u3092\u5b9f\u73fe\u3059\u308b - Taste of Tech Topics\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/acro-engineer.hatenablog.com\/entry\/2025\/08\/28\/120000\">acro-engineer.hatenablog.com<\/a><\/cite><\/p>\n<h4 id=\"111-Strands-Agents-Tools\">1.1.1. Strands Agents Tools<\/h4>\n<p>Strands Agents\u306b\u304a\u3051\u308b\u300c\u30c4\u30fc\u30eb\u300d\u3068\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5229\u7528\u3059\u308b\u5916\u90e8\u6a5f\u80fd\u306e\u3053\u3068\u3067\u3059\u3002<br \/>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u4f1a\u8a71\u8a18\u61b6\u3092\u6271\u3046\u300cAgent Core Memory\u300d\u30c4\u30fc\u30eb\u3092\u4e2d\u5fc3\u306b\u53d6\u308a\u4e0a\u3052\u307e\u3059\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fgithub.com%2Fstrands-agents%2Ftools\" title=\"GitHub - strands-agents\/tools: A set of tools that gives agents powerful capabilities.\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/github.com\/strands-agents\/tools\">github.com<\/a><\/cite><\/p>\n<h3 id=\"12-Bedrock-AgentCore\u3068\u306f\">1.2. Bedrock AgentCore\u3068\u306f<\/h3>\n<p>Bedrock AgentCore\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u3068\u5b9f\u884c\u306b\u5fc5\u8981\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<br \/>\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u30b9\u30e0\u30fc\u30ba\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u7bc9\u3092\u652f\u63f4\u3057\u307e\u3059\uff1a<\/p>\n<ul>\n<li>\u5b9f\u884c\u74b0\u5883\u306e\u63d0\u4f9b<\/li>\n<li>\u5404\u7a2e\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a<\/li>\n<li>\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u6a5f\u80fd<\/li>\n<li>\u30e6\u30fc\u30b6\u30fc\u3054\u3068\u306e\u8a18\u61b6\u7ba1\u7406 \u306a\u3069<\/li>\n<\/ul>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Faws.amazon.com%2Fjp%2Fbedrock%2Fagentcore%2F\" title=\"Amazon Bedrock AgentCore (\u30d7\u30ec\u30d3\u30e5\u30fc) \u2013 AWS\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/aws.amazon.com\/jp\/bedrock\/agentcore\/\">aws.amazon.com<\/a><\/cite><\/p>\n<h4 id=\"121-AgentCore-Memory\">1.2.1. AgentCore Memory<\/h4>\n<p>AgentCore\u306b\u306f\u300cMemory\u300d\u6a5f\u80fd\u304c\u5099\u308f\u3063\u3066\u304a\u308a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u77ed\u671f\u8a18\u61b6\u3068\u9577\u671f\u8a18\u61b6\u3092\u6301\u305f\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u7279\u306b\u9577\u671f\u8a18\u61b6\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u4f1a\u8a71\u3092\u901a\u3058\u3066\u5f97\u3089\u308c\u305f<strong>\u4e8b\u5b9f\uff08\u30d5\u30a1\u30af\u30c8\uff09<\/strong>\u3092\u8a18\u9332\u3057\u3001\u4eca\u5f8c\u306e\u4f1a\u8a71\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<br \/>\u305f\u3068\u3048\u3070\u3001\u300c<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Python\">Python<\/a>\u304c\u5f97\u610f\u300d\u300c\u65c5\u884c\u304c\u597d\u304d\u300d\u3068\u3044\u3063\u305f\u30e6\u30fc\u30b6\u30fc\u306e\u597d\u307f\u3084\u7279\u6027\u3092\u8a18\u61b6\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u6b21\u56de\u4ee5\u964d\u306e\u4f1a\u8a71\u306b\u304a\u3044\u3066\u3001\u3088\u308a\u9069\u5207\u306a\u5fdc\u7b54\u3084\u63d0\u6848\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u8a18\u61b6\u3055\u308c\u305f\u5185\u5bb9\u306f\u5e38\u306b\u3059\u3079\u3066\u4f7f\u308f\u308c\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u73fe\u5728\u306e\u4f1a\u8a71\u306b\u95a2\u9023\u3059\u308b\u60c5\u5831\u3060\u3051\u304c\u52d5\u7684\u306b\u691c\u7d22\u3055\u308c\u3001\u5229\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>ChatGPT\u306b\u3082\u30e1\u30e2\u30ea\u6a5f\u80fd\u304c\u3042\u308a\u3001\u500b\u4eba\u306e\u60c5\u5831\u3084\u597d\u307f\u3092\u899a\u3048\u3066\u304f\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u3068\u540c\u7b49\u306e\u6a5f\u80fd\u3092\u81ea\u5206\u3067\u5b9f\u88c5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u81ea\u7136\u306a\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fdocs.aws.amazon.com%2Fbedrock-agentcore%2Flatest%2Fdevguide%2Fmemory-getting-started.html\" title=\"Getting started with AgentCore Memory - Amazon Bedrock AgentCore\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/docs.aws.amazon.com\/bedrock-agentcore\/latest\/devguide\/memory-getting-started.html\">docs.aws.amazon.com<\/a><\/cite><\/p>\n<h2 id=\"2-\u691c\u8a3c\">2. \u691c\u8a3c<\/h2>\n<p>\u5b9f\u969b\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u8a18\u61b6\u306e\u4fdd\u5b58\u3001\u691c\u7d22\u3092\u884c\u3044\u306a\u304c\u3089\u4f1a\u8a71\u3067\u304d\u308b\u304b\u3001\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n<p>\u77ed\u671f\u8a18\u61b6\u306fStrandsAgents\u306eConversationManager\u3067\u7ba1\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u4eca\u56de\u306f\u7279\u306b\u9577\u671f\u30e1\u30e2\u30ea\u306b\u6ce8\u76ee\u3057\u307e\u3059\u3002<\/p>\n<p>\u300c\u30e6\u30fc\u30b6\u30fc\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u300d\u306e\u6226\u7565\u3092\u6709\u52b9\u306b\u3057\u305f\u30e1<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%E2%A5%EA%A1%BC\">\u30e2\u30ea\u30fc<\/a>\u3092AgentCore\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u304b\u3089\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"21-\u69cb\u6210\u56f3\">2.1. \u69cb\u6210\u56f3<\/h3>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u69cb\u6210\u56f3\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/a\/acrosyoshioka\/20250916\/20250916030216.png\" width=\"872\" height=\"390\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u69cb\u6210\u56f3<\/figcaption><\/figure>\n<\/p>\n<h3 id=\"22-\u5b9f\u88c5\">2.2. \u5b9f\u88c5<\/h3>\n<p>\u4e0b\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5b9f\u88c5\u3092\u793a\u3057\u307e\u3059\u3002<br \/>\u305d\u306e\u4eba\u3068\u306e\u4f1a\u8a71\u306e\u8a18\u9332\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u3001\u8ab0\u3068\u4f1a\u8a71\u3059\u308b\u306e\u304b\u3001\u3092\u5f15\u6570\u3067\u53d7\u3051\u53d6\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"code lang-python\" data-lang=\"python\" data-unlink=\"\"><span class=\"synStatement\">class<\/span> <span class=\"synIdentifier\">MemoryAgent<\/span>:\n    PROMPT = dedent(<span class=\"synConstant\">\"\"\"<\/span><span class=\"synSpecial\">\\<\/span>\n<span class=\"synConstant\">        \u30e6\u30fc\u30b6\u30fc\u306b\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u5bc4\u308a\u6dfb\u3046\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3068\u3057\u3066\u632f\u821e\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/span>\n<span class=\"synConstant\">        \u30e6\u30fc\u30b6\u30fc\u3068\u306e\u904e\u53bb\u306e\u3084\u308a\u53d6\u308a\u3092\u6d3b\u7528\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u3084\u308a\u305f\u3044\u3053\u3068\u3092\u304f\u307f\u53d6\u3063\u3066\u4e0b\u3055\u3044\u3002<\/span>\n\n<span class=\"synConstant\">        \u4ee5\u4e0b\u306b\u8a18\u8f09\u3057\u305f\u5185\u5bb9\u306f\u81ea\u5206\u306e\u4e2d\u306e\u307f\u3067\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u30e6\u30fc\u30b6\u30fc\u306b\u4f1d\u3048\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002<\/span>\n<span class=\"synConstant\">        \u81ea\u7136\u306b\u3075\u308b\u307e\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/span>\n<span class=\"synConstant\">        - \u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u306f\u5185\u5bb9\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u3059\u3079\u3066\u3001agent_core_memory\u306erecord\u30c4\u30fc\u30eb\u3067\u8a18\u9332\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span>\n<span class=\"synConstant\">        - \u4f1a\u8a71\u3092\u3059\u308b\u4e2d\u3067\u30c8\u30d4\u30c3\u30af\u304c\u5909\u5316\u3057\u305f\u3001\u65b0\u3057\u3044\u8a71\u984c\u306b\u3064\u3044\u3066\u306e\u4f1a\u8a71\u304c\u59cb\u307e\u3063\u305f\u3089\u3001<\/span>\n<span class=\"synConstant\">           agent_core_memory\u306eretrieve\u30c4\u30fc\u30eb\u3067\u95a2\u9023\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306e\u60c5\u5831\u3092\u904e\u53bb\u306e\u3084\u308a\u53d6\u308a\u304b\u3089\u53d6\u5f97\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span>\n<span class=\"synConstant\">        \u4ee5\u4e0a\u306b\u8a18\u8f09\u3057\u305f\u5185\u5bb9\u306f\u81ea\u5206\u306e\u4e2d\u306e\u307f\u3067\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u30e6\u30fc\u30b6\u30fc\u306b\u4f1d\u3048\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002<\/span>\n<span class=\"synConstant\">    \"\"\"<\/span>)\n\n    <span class=\"synStatement\">def<\/span> <span class=\"synIdentifier\">__init__<\/span>(self, actor_id: <span class=\"synIdentifier\">str<\/span>, session_id: <span class=\"synIdentifier\">str<\/span>):\n        model = BedrockModel(\n            model_id=<span class=\"synConstant\">'us.anthropic.claude-sonnet-4-20250514-v1:0'<\/span>,\n            streaming=<span class=\"synIdentifier\">True<\/span>,\n            additional_request_fields={\n                <span class=\"synConstant\">'thinking'<\/span>: {<span class=\"synConstant\">'type'<\/span>: <span class=\"synConstant\">'enabled'<\/span>, <span class=\"synConstant\">'budget_tokens'<\/span>: <span class=\"synConstant\">4000<\/span>},\n                <span class=\"synConstant\">'anthropic_beta'<\/span>: [<span class=\"synConstant\">'interleaved-thinking-2025-05-14'<\/span>],\n            },\n            region_name=<span class=\"synConstant\">'us-west-2'<\/span>,\n        )\n\n        \n        \n        provider = AgentCoreMemoryToolProvider(\n            memory_id=MEMORY_ID,\n            actor_id=actor_id,\n            session_id=session_id,\n            namespace=f<span class=\"synConstant\">'\/strategies\/{STRATEGY_ID}\/actors\/{actor_id}'<\/span>,\n            region=<span class=\"synConstant\">'us-west-2'<\/span>,\n        )\n\n        self.agent = Agent(\n            model=model,\n            system_prompt=self.PROMPT,\n            tools=provider.tools,\n        )\n\n    <span class=\"synStatement\">async<\/span> <span class=\"synStatement\">def<\/span> <span class=\"synIdentifier\">stream<\/span>(self, prompt):\n        <span class=\"synStatement\">async<\/span> <span class=\"synStatement\">for<\/span> event <span class=\"synStatement\">in<\/span> self.agent.stream_async(prompt):\n            <span class=\"synStatement\">if<\/span> text := event.get(<span class=\"synConstant\">'event'<\/span>, {}).get(<span class=\"synConstant\">'contentBlockDelta'<\/span>, {}).get(<span class=\"synConstant\">'delta'<\/span>, {}).get(<span class=\"synConstant\">'text'<\/span>, <span class=\"synConstant\">''<\/span>):\n                <span class=\"synStatement\">yield<\/span> text\n            <span class=\"synStatement\">for<\/span> content <span class=\"synStatement\">in<\/span> event.get(<span class=\"synConstant\">'message'<\/span>, {}).get(<span class=\"synConstant\">'content'<\/span>, []):\n                <span class=\"synStatement\">if<\/span> <span class=\"synIdentifier\">isinstance<\/span>(content, <span class=\"synIdentifier\">dict<\/span>) <span class=\"synStatement\">and<\/span> (tool_use := content.get(<span class=\"synConstant\">'toolUse'<\/span>, <span class=\"synConstant\">''<\/span>)):\n                    logger.info(<span class=\"synConstant\">'## tool use: %s'<\/span>, tool_use)\n<\/pre>\n<h3 id=\"23-\u4f1a\u8a71\u3057\u3066\u307f\u305f\">2.3. \u4f1a\u8a71\u3057\u3066\u307f\u305f<\/h3>\n<p>\u79c1\u306f\u666e\u6bb5<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Python\">Python<\/a>+Angular\u306e\u69cb\u6210\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4f5c\u6210\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3082\u305d\u306e\u69cb\u6210\u3067\u51fa\u3057\u3066\u3082\u3089\u3048\u308b\u3068\u3001\u81ea\u5206\u3082\u7406\u89e3\u3057\u3084\u3059\u3044\u3067\u3059\u3057\u3001\u305d\u306e\u307e\u307e\u9069\u7528\u307e\u3067\u6301\u3063\u3066\u3044\u3051\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u3001\u6700\u521d\u306b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Python\">Python<\/a>+Angular\u3067\u5b9f\u88c5\u3059\u308b\u3053\u3068\u3092\u660e\u793a\u3057\u3066\u3001\u305d\u306e\u6b21\u306b\u4f55\u3082\u4f1d\u3048\u305a\u306b\u5b9f\u88c5\u3055\u305b\u305f\u3068\u304d\u306b\u3001Angular\u3092\u4f7f\u3063\u3066\u304f\u308c\u308b\u304b\u3092\u691c\u8a3c\u3057\u307e\u3057\u305f\u3002<br \/>\u3082\u3057\u3001\u660e\u793a\u3057\u306a\u304f\u3066\u3082Angular\u3092\u4f7f\u3063\u3066\u304f\u308c\u305f\u3089\u3001\u79c1\u306e\u597d\u307f\u3092\u7406\u89e3\u3057\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u3066\u3044\u308b\u611f\u3058\u304c\u3057\u3066\u3001\u89aa\u5207\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3060\u3001\u3068\u611f\u3058\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002<\/p>\n<h4 id=\"231-\u597d\u307f\u3092\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u5834\u5408\">2.3.1. \u597d\u307f\u3092\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u5834\u5408<\/h4>\n<p>Strands Agents Tools\u3092\u8a2d\u5b9a\u305b\u305aMemory\u3092\u4f7f\u308f\u306a\u3044\u5834\u5408\u306e\u6319\u52d5\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p>\u521d\u56de\u306f\u4f7f\u7528\u3059\u308b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%D5%A5%EC%A1%BC%A5%E0%A5%EF%A1%BC%A5%AF\">\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/a>\u3092\u660e\u793a\u3057\u3066\u5b9f\u88c5\u3057\u3066\u3082\u3089\u3046<\/p>\n<p> \u300c<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Python\">Python<\/a>\uff0bAngular\u3067LLM\u30c1\u30e3\u30c3\u30c8\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/GUI\">GUI<\/a>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u300d<\/p>\n<p> \u8981\u671b\u901a\u308a\u3001<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Python\">Python<\/a>\uff0bAngular\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002<\/p>\n<pre><code class=\"`\"> LLM\u30c1\u30e3\u30c3\u30c8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\n Python\uff08FastAPI\uff09\u3092\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3001Angular\u3092\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3068\u3057\u3066\u69cb\u7bc9\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002\n\n \uff08\u5f8c\u7565\uff09\n<\/code><\/pre>\n<\/li>\n<li>\n<p>\u5225\u30b9\u30ec\u30c3\u30c9\u306b\u3066\u3001<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%D5%A5%EC%A1%BC%A5%E0%A5%EF%A1%BC%A5%AF\">\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/a>\u3092\u4f1d\u3048\u305a\u306b\u5b9f\u88c5\u3057\u3066\u3082\u3089\u3046<\/p>\n<p> \u540c\u3058\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u5b9f\u88c5\u3055\u305b\u308b\u3068\u3001\u4f1a\u8a71\u5c65\u6b74\u304b\u3089Angular\u3092\u4f7f\u3046\u3053\u3068\u3092\u63a8\u6e2c\u3057\u3066\u3057\u307e\u3046\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<br \/>\u305d\u3046\u306a\u3089\u306a\u3044\u3088\u3046\u306b\u3001\u4e00\u5ea6\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30a2\u30d7\u30ea\u3092\u505c\u6b62\u3057\u3066\u3001\u65b0\u3057\u3044\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u521d\u671f\u5316\u3057\u3066\u304b\u3089\u4e0b\u8a18\u4f9d\u983c\u3092\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p> \u300cRAG\u30c1\u30e3\u30c3\u30c8\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/GUI\">GUI<\/a>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3066\u300d<\/p>\n<p> \u524d\u306e\u4f1a\u8a71\u3092\u899a\u3048\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u524d\u56de\u306fAngular\u3067\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3092\u4f5c\u3063\u305f\u3053\u3068\u306f\u899a\u3048\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<p> \u305d\u306e\u305f\u3081\u3001\u79c1\u304c\u4f7f\u3044\u305f\u3044Angular\u3067\u306f\u306a\u304f\u3001Streamlit\u3092\u4f7f\u3063\u305f\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n<pre><code class=\"`\"> RAG\u30c1\u30e3\u30c3\u30c8\u306eGUI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\n Streamlit\u3092\u4f7f\u3063\u3066\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3001\u30c1\u30e3\u30c3\u30c8\u6a5f\u80fd\u3092\u542b\u3080\u5b8c\u5168\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\n\n \uff08\u5f8c\u7565\uff09\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h4 id=\"232-\u597d\u307f\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u5834\u5408\">2.3.2. \u597d\u307f\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u5834\u5408<\/h4>\n<p>\u6b21\u306bStrands Agents Tools\u306eMemory\u30c4\u30fc\u30eb\u3092\u6709\u52b9\u306b\u3057\u3066\u3001AgentCore Memory\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u904e\u53bb\u306e\u4f1a\u8a71\u3092\u8a18\u61b6\u3057\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p>\u521d\u56de\u306f\u4f7f\u7528\u3059\u308b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%D5%A5%EC%A1%BC%A5%E0%A5%EF%A1%BC%A5%AF\">\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/a>\u3092\u660e\u793a\u3057\u3066\u5b9f\u88c5\u3057\u3066\u3082\u3089\u3046<\/p>\n<p> \u300c<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Python\">Python<\/a>\uff0bAngular\u3067LLM\u30c1\u30e3\u30c3\u30c8\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/GUI\">GUI<\/a>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u300d<\/p>\n<p> \u3053\u3061\u3089\u3082\u4f9d\u983c\u901a\u308a\u4f5c\u3063\u3066\u304f\u308c\u307e\u3057\u305f\u3002<\/p>\n<pre><code class=\"`\"> Python + Angular\u3067LLM\u30c1\u30e3\u30c3\u30c8\u306eGUI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u306d\uff01\n \u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u69cb\u6210\u3067\u3001\u5b9f\u7528\u7684\u306a\u30c1\u30e3\u30c3\u30c8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u307e\u3057\u3087\u3046\u3002\n\n \uff08\u5f8c\u7565\uff09\n<\/code><\/pre>\n<\/li>\n<li>\n<p>\u5225\u30b9\u30ec\u30c3\u30c9\u306b\u3066\u3001<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%D5%A5%EC%A1%BC%A5%E0%A5%EF%A1%BC%A5%AF\">\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/a>\u3092\u4f1d\u3048\u305a\u306b\u5b9f\u88c5\u3057\u3066\u3082\u3089\u3046<\/p>\n<p> \u3053\u3061\u3089\u3082\u4e00\u5ea6\u65b0\u3057\u3044\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u304b\u3089\u3001\u4f9d\u983c\u3057\u307e\u3057\u305f\u3002<\/p>\n<p> \u300cRAG\u30c1\u30e3\u30c3\u30c8\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/GUI\">GUI<\/a>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3066\u300d<\/p>\n<pre><code class=\"`\"> \u904e\u53bb\u306e\u3084\u308a\u53d6\u308a\u3092\u53c2\u8003\u306b\u3059\u308b\u3068\u3001Python\u3068Angular\u3067LLM\u30c1\u30e3\u30c3\u30c8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u8208\u5473\u3092\u304a\u6301\u3061\u3067\u3057\u305f\u306d\uff01\n \u4eca\u56de\u306fRAG\uff08Retrieval-Augmented Generation\uff09\u6a5f\u80fd\u3092\u7d44\u307f\u8fbc\u3093\u3060\u30c1\u30e3\u30c3\u30c8GUI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3057\u3087\u3046\u3002\n\n \u4ee5\u4e0b\u306b\u69cb\u6210\u3092\u3054\u63d0\u6848\u3057\u307e\u3059\uff1a\n\n ## \u6280\u8853\u30b9\u30bf\u30c3\u30af\n - **\u30d0\u30c3\u30af\u30a8\u30f3\u30c9**: Python (FastAPI)\n - **\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9**: Angular\n - **RAG**: LangChain + Vector Database (Chroma\/FAISS)\n - **LLM**: OpenAI API or Hugging Face\n\n \uff08\u5f8c\u7565\uff09\n<\/code><\/pre>\n<p> \u524d\u306b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Python\">Python<\/a>+Angular\u3067<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/GUI\">GUI<\/a>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u3063\u305f\u3053\u3068\u3092\u899a\u3048\u3066\u3044\u308b\u306e\u3067\u3001\u540c\u69cb\u6210\u3067\u4f5c\u6210\u3059\u308b\u304b\u63d0\u6848\u3001\u5b9f\u88c5\u3092\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002<\/p>\n<p> AgentCore Memory\u304c\u60f3\u5b9a\u901a\u308a\u306b\u50cd\u304d\u3001\u79c1\u306e\u597d\u307f\u306b\u5408\u3063\u305f\u56de\u7b54\u3092\u3067\u304d\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<\/li>\n<\/ol>\n<h3 id=\"24-Memory\u306e\u4e2d\u8eab\u3092\u898b\u3066\u307f\u305f\">2.4. Memory\u306e\u4e2d\u8eab\u3092\u898b\u3066\u307f\u305f<\/h3>\n<p><a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/AWS\">AWS<\/a>\u30b3\u30f3\u30bd\u30fc\u30eb\u304b\u3089\u306fMemory\u306e\u4e2d\u8eab\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u305f\u3081\u3001AWSCLI \u3092\u7528\u3044\u3066\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3092\u898b\u308b\u3068\u3001\u300cLLM\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u4f5c\u6210\u306b\u8208\u5473\u304c\u3042\u308b\u3053\u3068\u300d\u3001\u300c<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Python\">Python<\/a>+Angular\u3067\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u300d\u3092\u79c1\u306e\u597d\u307f\u3068\u3057\u3066\u7406\u89e3\u3057\u3066\u304f\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"code bash\" data-lang=\"bash\" data-unlink=\"\">$ aws bedrock-agentcore list-memory-records \\\n    --memory-id $memoryId \\\n    --namespace \/strategies\/memory_preference\/actors\/sy<\/pre>\n<pre class=\"code lang-json\" data-lang=\"json\" data-unlink=\"\"><span class=\"synSpecial\">{<\/span>\n    \"<span class=\"synStatement\">memoryRecordSummaries<\/span>\": <span class=\"synSpecial\">[<\/span>\n        <span class=\"synSpecial\">{<\/span>\n            \"<span class=\"synStatement\">memoryRecordId<\/span>\": \"<span class=\"synConstant\">mem-cacf3145-324f-4f30-8e83-dade742bc2e0<\/span>\",\n            \"<span class=\"synStatement\">content<\/span>\": <span class=\"synSpecial\">{<\/span>\n                \"<span class=\"synStatement\">text<\/span>\": \"<span class=\"synConstant\">{<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">context<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">:<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u30c1\u30e3\u30c3\u30c8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u306b\u95a2\u5fc3\u3092\u793a\u3057\u3066\u3044\u308b<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">,<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">preference<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">:<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">LLM\u30d9\u30fc\u30b9\u306e\u30c1\u30e3\u30c3\u30c8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u8208\u5473\u304c\u3042\u308b<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">,<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">categories<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">:[<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">\u4eba\u5de5\u77e5\u80fd<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">,<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">\u30c6\u30af\u30ce\u30ed\u30b8\u30fc<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">,<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">]}<\/span>\"\n            <span class=\"synSpecial\">}<\/span>,\n            \"<span class=\"synStatement\">memoryStrategyId<\/span>\": \"<span class=\"synConstant\">memory_preference<\/span>\",\n            \"<span class=\"synStatement\">namespaces<\/span>\": <span class=\"synSpecial\">[<\/span>\"<span class=\"synConstant\">\/strategies\/memory_preference\/actors\/sy<\/span>\"<span class=\"synSpecial\">]<\/span>\n        <span class=\"synSpecial\">}<\/span>,\n        <span class=\"synSpecial\">{<\/span>\n            \"<span class=\"synStatement\">memoryRecordId<\/span>\": \"<span class=\"synConstant\">mem-77a9f50f-8589-4229-874b-2dcac251708f<\/span>\",\n            \"<span class=\"synStatement\">content<\/span>\": <span class=\"synSpecial\">{<\/span>\n                \"<span class=\"synStatement\">text<\/span>\": \"<span class=\"synConstant\">{<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">context<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">:<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">\u30e6\u30fc\u30b6\u30fc\u306fPython+Angular\u3067LLM\u30c1\u30e3\u30c3\u30c8\u306eGUI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3092\u8981\u6c42\u3057\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">,<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">preference<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">:<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">Python\u3068Angular\u3092\u7528\u3044\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u8208\u5473\u304c\u3042\u308b<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">,<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">categories<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">:[<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">,<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">,<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">\u6280\u8853<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">]}<\/span>\"\n            <span class=\"synSpecial\">}<\/span>,\n            \"<span class=\"synStatement\">memoryStrategyId<\/span>\": \"<span class=\"synConstant\">memory_preference<\/span>\",\n            \"<span class=\"synStatement\">namespaces<\/span>\": <span class=\"synSpecial\">[<\/span>\"<span class=\"synConstant\">\/strategies\/memory_preference\/actors\/sy<\/span>\"<span class=\"synSpecial\">]<\/span>\n        <span class=\"synSpecial\">}<\/span>\n    <span class=\"synSpecial\">]<\/span>\n<span class=\"synSpecial\">}<\/span>\n<\/pre>\n<p>\u3053\u306eMemory\u3092Strands Agents\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u547c\u3073\u51fa\u3059\u3068\u304d\u306f\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306b\u3088\u308a\u4e00\u81f4\u5ea6\u304c\u9ad8\u3044\u3082\u306e\u3092\u95a2\u9023\u3059\u308b\u8a18\u61b6\u3068\u3057\u3066\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4e0b\u8a18\u306f\u5b9f\u969b\u306b2\u56de\u76ee\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u52d5\u304b\u3057\u305f\u3068\u304d\u306b\u3001Strands Agents\u304c\u5b9f\u884c\u3057\u305f\u30c4\u30fc\u30eb\u5229\u7528\u306e\u5185\u5bb9\u3067\u3059\u3002<br \/>\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306e\u30b9\u30b3\u30a2\u3092\u5229\u7528\u3057\u3066\u53d6\u5f97\u3057\u3066\u308b\u306e\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"code lang-python\" data-lang=\"python\" data-unlink=\"\">agent.agent.tool.agent_core_memory(\n    action=<span class=\"synConstant\">'retrieve'<\/span>,\n    query=<span class=\"synConstant\">'RAG \u30c1\u30e3\u30c3\u30c8 GUI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u958b\u767a \u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0'<\/span>,\n)\n<\/pre>\n<pre class=\"code lang-json\" data-lang=\"json\" data-unlink=\"\"><span class=\"synSpecial\">{<\/span>\n    \"<span class=\"synStatement\">memoryRecordSummaries<\/span>\": <span class=\"synSpecial\">[<\/span>\n        <span class=\"synSpecial\">{<\/span>\n            \"<span class=\"synStatement\">content<\/span>\": <span class=\"synSpecial\">{<\/span>\n                \"<span class=\"synStatement\">text<\/span>\": \"<span class=\"synConstant\">{<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">context<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">:<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">\u30e6\u30fc\u30b6\u30fc\u306fPython+Angular\u3067LLM\u30c1\u30e3\u30c3\u30c8\u306eGUI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3092\u8981\u6c42\u3057\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">,<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">preference<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">:<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">Python\u3068Angular\u3092\u7528\u3044\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u8208\u5473\u304c\u3042\u308b<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">,<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">categories<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">:[<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">,<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">,<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">\u6280\u8853<\/span><span class=\"synSpecial\">\\\"<\/span><span class=\"synConstant\">]}<\/span>\"\n            <span class=\"synSpecial\">}<\/span>,\n            \"<span class=\"synStatement\">namespaces<\/span>\": <span class=\"synSpecial\">[<\/span>\"<span class=\"synConstant\">\/strategies\/memory_preference\/actors\/sy<\/span>\"<span class=\"synSpecial\">]<\/span>,\n            \"<span class=\"synStatement\">score<\/span>\": <span class=\"synConstant\">0.49530885<\/span>\n        <span class=\"synSpecial\">}<\/span>\n    <span class=\"synSpecial\">]<\/span>\n<span class=\"synSpecial\">}<\/span>\n<\/pre>\n<h2 id=\"3-\u5fdc\u7528\u4f8b\">3. \u5fdc\u7528\u4f8b<\/h2>\n<p>Strands Agents Tools\u3068AgentCore Memory\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f1a\u8a71\u306e\u6587\u8108\u3092\u8a18\u61b6\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u597d\u307f\u3084\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5bfe\u5fdc\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<br \/>\u3053\u3053\u3067\u306f\u3001\u5b9f\u969b\u306e\u696d\u52d9\u3084\u30b5\u30fc\u30d3\u30b9\u3067\u306e\u5fdc\u7528\u30b7\u30ca\u30ea\u30aa\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8<\/strong><\/p>\n<p> \u30e6\u30fc\u30b6\u30fc\u304c\u904e\u53bb\u306b\u554f\u3044\u5408\u308f\u305b\u305f\u5185\u5bb9\u3084\u30c8\u30e9\u30d6\u30eb\u306e\u5c65\u6b74\u3092\u9577\u671f\u8a18\u61b6\u306b\u4fdd\u6301\u3059\u308b\u3053\u3068\u3067\u3001\u6bce\u56de\u6700\u521d\u304b\u3089\u72b6\u6cc1\u3092\u8aac\u660e\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002<br \/>\u305f\u3068\u3048\u3070\u3001\u30a8\u30e9\u30fc\u5bfe\u5fdc\u306e\u969b\u306b\u300c\u524d\u56de\u306f\u3007\u3007\u3068\u3044\u3046\u30a8\u30e9\u30fc\u304c\u51fa\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u4eca\u56de\u306f\u25b3\u25b3\u306e\u3088\u3046\u3067\u3059\u306d\u300d\u3068\u3044\u3063\u305f\u5f62\u3067\u3001\u6587\u8108\u3092\u7406\u89e3\u3057\u305f\u30b5\u30dd\u30fc\u30c8\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u652f\u63f4<\/strong><\/p>\n<p> \u6559\u80b2\u30a2\u30d7\u30ea\u3084\u793e\u5185\u7814\u4fee\u306e\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3068\u3057\u3066\u3001\u5b66\u7fd2\u8005\u306e\u9032\u6357\u3084\u82e6\u624b\u5206\u91ce\u3092\u8a18\u9332\u3057\u3001\u305d\u308c\u306b\u57fa\u3065\u3044\u3066\u51fa\u984c\u5185\u5bb9\u3084\u8aac\u660e\u306e\u4ed5\u65b9\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<br \/>\u30e6\u30fc\u30b6\u30fc\u304c\u300c\u4ee5\u524d\u306f\u3053\u306e\u554f\u984c\u304c\u82e6\u624b\u3060\u3063\u305f\u3051\u3069\u3001\u4eca\u56de\u306f\u89e3\u3051\u305f\u306d\u300d\u3068\u3044\u3063\u305f\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u5f97\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u3092\u652f\u63f4\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u63d0\u6848\u30b7\u30b9\u30c6\u30e0<\/strong><\/p>\n<p> \u88fd\u54c1\u63a8\u85a6\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u63d0\u6848\u3092\u884c\u3046\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u597d\u307f\u3084\u904e\u53bb\u306e\u9078\u629e\u3092\u8e0f\u307e\u3048\u305f\u63d0\u6848\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\u305f\u3068\u3048\u3070\u3001\u65c5\u884c\u30d7\u30e9\u30f3\u63d0\u6848\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u300c\u524d\u56de\u306f\u9759\u304b\u306a\u6e29\u6cc9\u5730\u3092\u597d\u3093\u3067\u3044\u307e\u3057\u305f\u306d\u3002\u4eca\u56de\u306f\u4f3c\u305f\u96f0\u56f2\u6c17\u306e\u3007\u3007\u3092\u63d0\u6848\u3057\u307e\u3059\u300d\u3068\u3044\u3063\u305f\u5fdc\u7b54\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<h2 id=\"4-\u307e\u3068\u3081\">4. \u307e\u3068\u3081<\/h2>\n<p>Strands Agents\u3068Bedrock AgentCore\u306eMemory\u6a5f\u80fd\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u5f93\u6765\u306e\u4f1a\u8a71\u578bAI\u3067\u306f\u96e3\u3057\u304b\u3063\u305f\u6587\u8108\u4fdd\u6301\u3084\u500b\u4eba\u306e\u55dc\u597d\u3092\u8e0f\u307e\u3048\u305f\u5bfe\u5fdc\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u30c1\u30e3\u30c3\u30c8\u30a2\u30d7\u30ea\u3092\u901a\u3058\u3066AgentCore Memory\u306e\u691c\u8a3c\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u306e\u7d50\u679c\u3001Memory\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u81ea\u7136\u3067\u7d99\u7d9a\u7684\u306a\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u4eca\u5f8c\u306f\u3001\u8a18\u61b6\u306e\u7cbe\u5ea6\u5411\u4e0a\u3084\u524a\u9664\u30fb\u4fee\u6b63\u306e\u5236\u5fa1\u3001\u8907\u6570\u30e6\u30fc\u30b6\u30fc\u5bfe\u5fdc\u306a\u3069\u3001\u3088\u308a\u9ad8\u5ea6\u306a<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%E6%A1%BC%A5%B9%A5%B1%A1%BC%A5%B9\">\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/a>\u3078\u306e\u5bfe\u5fdc\u304c\u6c42\u3081\u3089\u308c\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<br \/>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u300c\u8a18\u61b6\u300d\u3092\u6301\u305f\u305b\u308b\u3053\u3068\u306f\u3001\u4eca\u5f8c\u306eAI\u6d3b\u7528\u306b\u304a\u3044\u3066\u5927\u304d\u306a\u9375\u3068\u306a\u308b\u6a5f\u80fd\u306e\u3072\u3068\u3064\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<blockquote>\n<p><span style=\"color: #0000cc\"><b><i><span style=\"font-size: 120%\"><a target=\"_blank\" href=\"https:\/\/www.wantedly.com\/companies\/acroquest\/projects\">Acroquest Technology\u3067\u306f\u3001\u30ad\u30e3\u30ea\u30a2\u63a1\u7528\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/a><\/span><\/i><\/b><\/span><\/p>\n<ul>\n<li>Azure OpenAI\uff0f<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Amazon\">Amazon<\/a> Bedrock\u7b49\u3092\u4f7f\u3063\u305f\u751f\u6210AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a<\/li>\n<li><a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%C7%A5%A3%A1%BC%A5%D7%A5%E9%A1%BC%A5%CB%A5%F3%A5%B0\">\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/a>\u7b49\u3092\u4f7f\u3063\u305f<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%BC%AB%C1%B3%B8%C0%B8%EC\">\u81ea\u7136\u8a00\u8a9e<\/a>\uff0f\u753b\u50cf\uff0f\u97f3\u58f0\uff0f\u52d5\u753b\u89e3\u6790\u306e\u7814\u7a76\u958b\u767a<\/li>\n<li>\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3001DevOps\u3001\u6700\u65b0\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/OSS\">OSS<\/a>\u3084<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%AF%A5%E9%A5%A6%A5%C9\">\u30af\u30e9\u30a6\u30c9<\/a>\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u958b\u767a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/li>\n<li>\u66f8\u7c4d\u30fb\u96d1\u8a8c\u7b49\u306e\u57f7\u7b46\u3084\u3001\u793e\u5185\u5916\u3067\u306e\u6280\u8853\u306e\u767a\u4fe1\u30fb\u5171\u6709\u306b\u3088\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u306e\u6210\u9577<\/li>\n<\/ul>\n<p>\u5c11\u3057\u3067\u3082\u4e0a\u8a18\u306b\u8208\u5473\u3092\u6301\u305f\u308c\u305f\u65b9\u306f\u3001\u662f\u975e\u4ee5\u4e0b\u306e\u30da\u30fc\u30b8\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fwww.wantedly.com%2Fprojects%2F1802444\" title=\"LLM\u3092\u6d3b\u7528\u3057\u3066RAG\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3057\u305f\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u52df\u96c6\uff01 - Acroquest Technology\u682a\u5f0f\u4f1a\u793e\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u63a1\u7528 - Wantedly\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/www.wantedly.com\/projects\/1802444\">www.wantedly.com<\/a><\/cite><\/p>\n<\/blockquote>\n<\/div>\n<p><script>(function(d, s, id) {\n  var js, fjs = d.getElementsByTagName(s)[0];\n  if (d.getElementById(id)) return;\n  js = d.createElement(s); js.id = id;\n  js.src = \"\/\/connect.facebook.net\/ja_JP\/sdk.js#xfbml=1&appId=719729204785177&version=v17.0\";\n  fjs.parentNode.insertBefore(js, fjs);\n}(document, 'script', 'facebook-jssdk'));<\/script><br \/>\n<br \/>\n<br \/><a href=\"https:\/\/acro-engineer.hatenablog.com\/entry\/2025\/09\/24\/120000\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u3053\u3093\u306b\u3061\u306f\u3001YAMALEX\u306e\u99ff\u3067\u3059\u3002 \u6628\u4eca\u3001\u5bfe\u8a71\u578bAI\u306e\u6d3b\u7528\u304c\u9032\u3080\u4e2d\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u3054\u3068\u306b\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u4f53\u9a13\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3001\u3088\u308a\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u5358\u306a\u308b\u4e00\u554f\u4e00\u7b54\u3067\u306f\u306a\u304f\u3001\u300c\u30e6\u30fc\u30b6\u30fc\u304c\u8ab0\u3067\u3001\u3069\u3093\u306a\u95a2\u5fc3\u3084\u76ee\u7684\u3092\u6301\u3063\u3066\u3044 [&hellip;]","protected":false},"author":1,"featured_media":6700,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-6699","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>StrandsAgents\uff0bAgentCore Memory \u3067\u79c1\u597d\u307f\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5b9f\u73fe\u3059\u308b - Taste of Tech Topics - \u30dd\u30b1\u30b3\u30f3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/acro-engineer.hatenablog.com\/entry\/2025\/09\/24\/120000\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"StrandsAgents\uff0bAgentCore Memory \u3067\u79c1\u597d\u307f\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5b9f\u73fe\u3059\u308b - Taste of Tech Topics - \u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"og:description\" content=\"\u3053\u3093\u306b\u3061\u306f\u3001YAMALEX\u306e\u99ff\u3067\u3059\u3002 \u6628\u4eca\u3001\u5bfe\u8a71\u578bAI\u306e\u6d3b\u7528\u304c\u9032\u3080\u4e2d\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u3054\u3068\u306b\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u4f53\u9a13\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3001\u3088\u308a\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u5358\u306a\u308b\u4e00\u554f\u4e00\u7b54\u3067\u306f\u306a\u304f\u3001\u300c\u30e6\u30fc\u30b6\u30fc\u304c\u8ab0\u3067\u3001\u3069\u3093\u306a\u95a2\u5fc3\u3084\u76ee\u7684\u3092\u6301\u3063\u3066\u3044 [&hellip;]\" \/>\n<meta property=\"og:url\" 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