{"id":24517,"date":"2025-11-20T22:00:53","date_gmt":"2025-11-20T22:00:53","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=24517"},"modified":"2025-11-20T22:00:53","modified_gmt":"2025-11-20T22:00:53","slug":"%e3%80%90microsoft-ignite-2025%e3%80%91ragtool-callmcp%e3%81%a7%e3%83%94%e3%82%b6%e3%82%92%e6%b3%a8%e6%96%87%e3%81%99%e3%82%8bagent%e3%82%92%e6%a7%8b%e7%af%89%e3%81%99%e3%82%8b-jbs-tech-blog","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/24517\/","title":{"rendered":"\u3010Microsoft Ignite 2025\u3011RAG&#038;Tool Call&#038;MCP\u3067\u30d4\u30b6\u3092\u6ce8\u6587\u3059\u308bAgent\u3092\u69cb\u7bc9\u3059\u308b &#8211; JBS Tech Blog"},"content":{"rendered":"\n<\/p>\n<div>\n<p>Microsoft Ignite 2025 Day3\u306e\u30e9\u30dc\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u53c2\u52a0\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30d4\u30b6\u5e97\u3068\u3057\u3066\u3075\u308b\u307e\u3046Agent\u3092\u8a2d\u8a08\u3059\u308bLAB Session\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002Microsoft Foundry\uff08\u65e7AI Foundry\uff09\u3092\u4f7f\u7528\u3057\u3066\u30d7\u30ec\u30fc\u30f3\u306aAgent\u3092\u69cb\u7bc9\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u3001\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u5b9a\u2192RAG\u306e\u8ffd\u52a0\u2192\u95a2\u6570\u30c4\u30fc\u30eb\u306e\u8ffd\u52a0\u2192MCP\u30b5\u30fc\u30d0\u30fc\u306e\u63a5\u7d9a\u3068\u767a\u5c55\u3055\u305b\u3066\u3044\u304d\u3001\u6700\u7d42\u7684\u306b\u30d4\u30b6\u306e\u54c1\u305e\u308d\u3048\u3084\u6ce8\u6587\u306b\u3064\u3044\u3066\u306e\u76f8\u8ac7\u3001\u305d\u3057\u3066\u6ce8\u6587\u3092\u305d\u306e\u307e\u307e\u5b9f\u884c\u3067\u304d\u308bAgent\uff08\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\uff09\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u3061\u3089\u306e\u5185\u5bb9\u306b\u3064\u3044\u3066\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u8a73\u7d30\u3092\u6700\u901f\u3067\u3054\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"\u30bb\u30c3\u30b7\u30e7\u30f3\u30ea\u30f3\u30af\">\u30bb\u30c3\u30b7\u30e7\u30f3\u30ea\u30f3\u30af<\/h3>\n<p>\u3010LAB571-R1\u3011Build a Pizza Ordering Agent with Microsoft Foundry and MCP<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fignite.microsoft.com%2Fen-US%2Fsessions%2FLAB571-R1%3Fsource%3Dsessions\" title=\"Build a Pizza Ordering Agent with Microsoft Foundry and MCP\" 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:\/\/ignite.microsoft.com\/en-US\/sessions\/LAB571-R1?source=sessions\">ignite.microsoft.com<\/a><\/cite><\/p>\n<p>\u203b\u3053\u3061\u3089\u306eLAB Session\u306fMicrosoft\u306eMCP\u30b5\u30fc\u30d0\u30fc\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u3001Github\u4e0a\u306b\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n<h3 id=\"\u73fe\u5730\u306e\u69d8\u5b50\">\u73fe\u5730\u306e\u69d8\u5b50<\/h3>\n<p>\u73fe\u5730\u4f1a\u5834\u3067\u30e9\u30dc\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u53c2\u52a0\u3055\u305b\u3066\u9802\u304d\u307e\u3057\u305f\uff01<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/j\/jbs_ynishino\/20251120\/20251120102107.png\" width=\"1200\" height=\"715\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u6628\u65e5\u306fLAB Session\u5168\u4f53\u3067\u969c\u5bb3\u304c\u767a\u751f\u3057\u305f\u5f71\u97ff\u3067\u30cf\u30f3\u30ba\u30aa\u30f3\u304c\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001\u672c\u65e5\u306f\u7121\u4e8b\u306b\u30cf\u30f3\u30ba\u30aa\u30f3\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u307e\u305f\u6628\u65e5\u30ad\u30e3\u30f3\u30bb\u30eb\u3055\u308c\u3066\u3057\u307e\u3063\u305f\u5225\u306aLAB\u306e\u30cf\u30f3\u30ba\u30aa\u30f3\u3082\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"\u30c7\u30e2\u5185\u5bb9\u89e3\u8aac\">\u30c7\u30e2\u5185\u5bb9\u89e3\u8aac<\/h3>\n<h4 id=\"pizza\u6ce8\u6587\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6982\u8981\">pizza\u6ce8\u6587\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6982\u8981<\/h4>\n<p>\u30e6\u30fc\u30b6\u30fc\u304c\u300c\u30d4\u30b6\u30921\u679a\u6ce8\u6587\u3057\u305f\u3044\u3067\u3059\u300d\u306a\u3069\u3068\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306b\u5bfe\u3057\u3066Agent\u304c\u4e2d\u3067Tool\u3092\u4f7f\u7528\u3057\u306a\u304c\u3089\u5404\u7a2e\u51e6\u7406\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<p>\u6700\u7d42\u7684\u306b\u300c\u3042\u306a\u305f\u306e\u30d4\u30b6\u306e\u6ce8\u6587\u756a\u53f7\u306fXXX\u3067\u3001\u91d1\u984d\u306f\u3007\u3007\u30c9\u30eb\u3002\u672c\u65e518\u6642\u306b\u5230\u7740\u3057\u307e\u3059\u300d\u306a\u3069\u3068\u56de\u7b54\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002\u3053\u306e\u3068\u304dAI\u304c\u9069\u5f53\u306a\u56de\u7b54\u3092\u8fd4\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u5b9f\u969b\u306b\u30d4\u30b6\u5e97\u3067\u6ce8\u6587\u304c\u3055\u308c\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n<p>\uff08LAB Session\u306a\u306e\u3067\u672c\u7269\u306e\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u306e\u30d4\u30b6\u5c4b\u306b\u9023\u7d61\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001Microsoft\u306e\u30c7\u30e2\u7528pizza MCP\u30b5\u30fc\u30d0\u30fc\u306b\u6ce8\u6587\u3055\u308c\u307e\u3059\uff01\uff09<\/p>\n<h4 id=\"\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u30b5\u30fc\u30d0\u30fc\">\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u30fb\u30b5\u30fc\u30d0\u30fc<\/h4>\n<p>\u4ee5\u4e0b\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u30b5\u30fc\u30d0\u30fc\u304c\u4e8b\u524d\u306b\u6e96\u5099\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>instructions.txt<\/li>\n<li>Documents\n<ul>\n<li>RAG\u306b\u4f7f\u7528\u3059\u308bpizza\u306e\u8a73\u7d30\u3092\u8a18\u3057\u305fmd\u30d5\u30a1\u30a4\u30eb<\/li>\n<\/ul>\n<\/li>\n<li>MCP Server\uff08\u53d7\u8b1b\u8005\u63d0\u4f9b\u306f\u30b5\u30fc\u30d0\u30fcURL\u306e\u307f\uff09<\/li>\n<li>pizza\u6ce8\u6587\u30a2\u30ab\u30a6\u30f3\u30c8\u767a\u884cWeb\u30b5\u30fc\u30d0\u30fc<\/li>\n<\/ul>\n<h4 id=\"\u69cb\u7bc9\u624b\u9806\">\u69cb\u7bc9\u624b\u9806<\/h4>\n<p>Microsoft Foundry(\u65e7\uff1aAI Foundry)\u4e0a\u306bAgent\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u9806\u756a\u3067\u6a5f\u80fd\u3092\u8ffd\u52a0\u3057\u3066\u3001\u6700\u7d42\u7684\u306b\u306f\u30d4\u30b6\u3092\u30c1\u30e3\u30c3\u30c8\u306e\u307f\u3067\u6ce8\u6587\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5b8c\u6210\u3055\u305b\u307e\u3059\u3002<\/p>\n<p>Agent\u3092\u8a2d\u5b9a\u3057\u3066\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u3001Microsoft\u304c\u7528\u610f\u3057\u305fMCP\u30b5\u30fc\u30d0\u30fc\u3068\u63a5\u7d9a\u3057\u3066\u3001\u30d4\u30b6\u5c02\u9580\u5e97\u3068\u3057\u3066\u52d5\u4f5c\u3059\u308bAgent\u3092\u69cb\u7bc9\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u304c\u5bfe\u8c61\u3067\u3057\u305f\u3002<\/p>\n<p>Agent\u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u5b9f\u88c5\u306b\u91cd\u304d\u3092\u7f6e\u3044\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u30d5\u30ed\u30f3\u30c8\u5074\u3068MCP\u30b5\u30fc\u30d0\u30fc\u672c\u4f53\u306e\u5b9f\u88c5\u306f\u89e3\u8aac\u306e\u5bfe\u8c61\u5916\u3067\u3057\u305f\u3002<\/p>\n<h5 id=\"1-\u57fa\u672c\u7684\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u6210\">1. \u57fa\u672c\u7684\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u6210<\/h5>\n<p>\u4ee5\u4e0b\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066Agent\u3092\u69cb\u7bc9\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"code lang-python\" data-lang=\"python\" data-unlink=\"\"><span class=\"synPreProc\">from<\/span> azure.ai.projects <span class=\"synPreProc\">import<\/span> AIPlojectClient\n<span class=\"synPreProc\">from<\/span> azure.ai.agents.models <span class=\"synPreProc\">import<\/span> MessageRole,FilePurpose,FunctionTool,FunctionSearchTool,ToolSet\n<\/pre>\n<p>\u6d41\u308c\u3068\u3057\u3066\u306f\u3001\u307e\u305a\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3066<code>create_agent<\/code>\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\uff08\u30e2\u30c7\u30eb\u306fGPT-4o\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3057\u305f\uff09<\/p>\n<p>Agent\u304c\u7acb\u3061\u4e0a\u304c\u3063\u305f\u3089<code>threads.create()<\/code>\u3092\u5b9f\u884c\u3057\u305f\u306e\u3061\u306b\u3001<code>messages.create()<\/code>\u3068<code>runs.create_and_process()<\/code>\u3092\u5b9f\u884c\u3057\u3066Agent\u306e\u758e\u901a\u78ba\u8a8d\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<h5 id=\"2-Agent\u306bInstructions\u3092\u8a2d\u5b9a\u3059\u308b\">2. Agent\u306bInstructions\u3092\u8a2d\u5b9a\u3059\u308b<\/h5>\n<p><code>create_agent()<\/code>\u306e\u5f15\u6570\u306f\u5148\u307b\u3069model\u3068name\u306e\u307f\u3092\u4e0e\u3048\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u3053\u3053\u3067instructions\u3092\u8ffd\u52a0\u3067\u4e0e\u3048\u307e\u3059\u3002<\/p>\n<p>\u5185\u5bb9\u306f\u300c\u3042\u306a\u305f\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u30d4\u30b6\u6ce8\u6587\u306b\u95a2\u3059\u308bAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u3059\u300d\u3068\u3044\u3063\u305f\u3088\u3046\u306a\u5185\u5bb9\u3092Instructions\u3068\u3057\u3066\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002AI\u306b\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u3088\u3046\u306a\u6d41\u308c\u3067\u3059\u3002<\/p>\n<p>\u632f\u308b\u821e\u3044\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3084\u30ec\u30b9\u30dd\u30f3\u30b9\u7b49\u304c\u660e\u78ba\u306b\u5b9a\u3081\u3089\u308c\u3066\u3044\u3066\u3001\u3053\u306e\u6642\u70b9\u3067\u30d4\u30b6\u306e\u6ce8\u6587\u306b\u95a2\u4fc2\u306a\u3044\u8cea\u554f\u3092\u3059\u308b\u3068\u6012\u3089\u308c\u3066\u3057\u307e\u3046\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3053\u306eInstructions\u306b\u306fTool\u306b\u95a2\u3059\u308b\u5185\u5bb9\u3082\u5b9a\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u306e\u6642\u70b9\u3067\u306fTool\u306f1\u3064\u3082\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u306a\u3044\u305f\u3081\u6a5f\u80fd\u3057\u307e\u305b\u3093\u3002<\/p>\n<h5 id=\"3-Agent\u306bRAG\u6a5f\u80fd\u3092\u8ffd\u52a0\u3059\u308b\">3. Agent\u306bRAG\u6a5f\u80fd\u3092\u8ffd\u52a0\u3059\u308b<\/h5>\n<p>\u30c7\u30e2\u7528\u306b<code>Documents<\/code>\u3068\u30c7\u30fc\u30bf\u8ffd\u52a0\u7528\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u3092\u5b9f\u884c\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>Documents\u30d5\u30a9\u30eb\u30c0\u306b\u306f\u5e97\u8217\u60c5\u5831\u306e\u3088\u3046\u306a\u3082\u306e\u304cmd\u30d5\u30a1\u30a4\u30eb\u3067\u7528\u610f\u3055\u308c\u3066\u3044\u3066\u3001\u6982\u8981\u3084\u4f4f\u6240\u3001\u55b6\u696d\u6642\u9593\u306a\u3069\u306e\u57fa\u672c\u60c5\u5831\u304c\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001md\u30d5\u30a1\u30a4\u30eb\u3092\u51e6\u7406\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"code lang-python\" data-lang=\"python\" data-unlink=\"\"><span class=\"synPreProc\">from<\/span> azure.ai.agents.models <span class=\"synPreProc\">import<\/span> FilePurpose\n\nuploaded = project_client.agents.files.upload_and_poll(\n  file_path=fpath,\n  purpose=FilePurpose.AGENTS\n)\n<\/pre>\n<p>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u5f8c\u306b\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"code lang-python\" data-lang=\"python\" data-unlink=\"\">vector_store = project_client.agents.vector_stores.create_and_poll(\n  data_sources=[],\n  name=<span class=\"synConstant\">\"pizza-store-information\"<\/span>\n)\n\nbatch = project_client.agents.vector_store_file_batches.create_and_poll(\n  vector_store_id=vector_store.id,\n  file_ids=file_ids\n)\n<\/pre>\n<p>\u305d\u3057\u3066\u3053\u306e\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u3001\u6539\u3081\u3066\u4f5c\u6210\u3057\u305fAgent\u306b\u30c4\u30fc\u30eb\u3068\u3057\u3066\u767b\u9332\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"code lang-python\" data-lang=\"python\" data-unlink=\"\">file_search = FileSearchTool(vector_store_ids=[<span class=\"synConstant\">\"\"<\/span>])\n\ntoolset = ToolSet()\ntoolset.add(file_search)\n<\/pre>\n<p>\u3042\u3068\u306fcreate_agent\u306e\u5f15\u6570\u306b<code>toolset=toolset<\/code>\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001Instructions\u306e\u6307\u793a\u3082\u52a0\u308f\u3063\u3066RAG\u691c\u7d22\u3092\u78ba\u5b9f\u306b\u5b9f\u884c\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<h5 id=\"4-Agent\u306bTool-Call\u3092\u8a2d\u5b9a\u3059\u308b\">4. Agent\u306bTool Call\u3092\u8a2d\u5b9a\u3059\u308b<\/h5>\n<p>Python\u306edef\u3067\u5b9a\u7fa9\u3057\u305f\u95a2\u6570\u3092Agent\u306eToolset\u3068\u3057\u3066\u8aad\u307f\u8fbc\u307e\u305b\u307e\u3059\u3002<\/p>\n<p>\u5185\u5bb9\u3068\u3057\u3066\u306f\u30e6\u30fc\u30b6\u30fc\u304c\u30d4\u30b6\u3092\u6ce8\u6587\u3059\u308b\u969b\u3001\u300c7\u4eba\u306a\u3093\u3060\u3051\u3069\u3069\u306e\u304f\u3089\u3044\u306e\u91cf\u304c\u3044\u3044\u304b\u306a\uff1f\u300d\u3068\u805e\u3044\u305f\u969b\u306b\u30b3\u30fc\u30eb\u3055\u308c\u307e\u3059\u3002\u95a2\u6570\u306b\u306f\u4eba\u6570\u304c\u5165\u529b\u3055\u308c\u3001\u5185\u90e8\u3067\u300c7\u4eba\u306a\u3089Large2\u679a\u300d\u306e\u3088\u3046\u306b\u3001\u4eba\u6570\u5225\u30d4\u30b6\u306e\u304a\u3059\u3059\u3081\u6ce8\u6587\u6570\u4e00\u89a7\u304c\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306b\u3088\u3063\u3066\u3001Agent\u306f\u5e73\u5747\u7684\u306a\u30d4\u30b6\u306e\u6ce8\u6587\u6570\u3092\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h5 id=\"5-Agent\u306bMCP-Tool\u3092\u8a2d\u5b9a\u3059\u308b\">5. Agent\u306bMCP Tool\u3092\u8a2d\u5b9a\u3059\u308b<\/h5>\n<p>MCP\u30b5\u30dd\u30fc\u30c8\u306e\u5165\u3063\u305fAI Agents SDK\u3092\u4ee5\u4e0b\u306e\u901a\u308a\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"code bash\" data-lang=\"bash\" data-unlink=\"\">pip install \"azure-ai-agents&gt;=1.2.0b5\"<\/pre>\n<p>MCP\u30c4\u30fc\u30eb\u306e\u8a2d\u5b9a\u306f\u3001\u304a\u304a\u3080\u306d\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002<\/p>\n<pre class=\"code lang-python\" data-lang=\"python\" data-unlink=\"\"><span class=\"synPreProc\">from<\/span> azureai.agents.models <span class=\"synPreProc\">import<\/span> McpTool\n\nmcp_tool = McpTool(\n  server_label=<span class=\"synConstant\">\"pizza\"<\/span>,\n  server_url=<span class=\"synConstant\">\"<microsoft>\"<\/microsoft><\/span>,\n  allowd_tools=[\n    <mcp>\n  ]\n)\nmcp_tool.set_approval_mode(<span class=\"synConstant\">\"never\"<\/span>)\n\ntoolset.add(mcp_tool)\n<\/mcp><\/pre>\n<p>\u30d4\u30b6\u3084\u30c8\u30c3\u30d4\u30f3\u30b0\u306b\u95a2\u3059\u308b\u8aac\u660e\u3084ID\u306e\u53d6\u5f97\u3001\u6ce8\u6587\u306e\u78ba\u8a8d\u3084\u6ce8\u6587\u5b9f\u884c\uff06\u53d6\u308a\u6d88\u3057\u306a\u3069\u304c\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u5b9f\u969b\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u52d5\u4f5c\u3055\u305b\u308b\u3068\u3001Agent\u3068\u30d4\u30b6\u306b\u95a2\u3059\u308b\u5bfe\u8a71\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u500b\u4eba\u7684\u306b\u306f\u6ce8\u6587\u306e\u969b\u306b\u300c\u30c8\u30c3\u30d4\u30f3\u30b0\u306f\u3069\u3046\u3057\u307e\u3059\u304b\uff1f\u300d\u3068\u805e\u3044\u3066\u304f\u308c\u308b\u306a\u3069\u3001\u5b9f\u969b\u306e\u4eba\u9593\u3092\u76f8\u624b\u306b\u3057\u3066\u3044\u308b\u3088\u3046\u306a\u52d5\u4f5c\u3092\u898b\u305b\u3066\u304f\u308c\u305f\u3053\u3068\u306b\u611f\u52d5\u3057\u307e\u3057\u305f\u3002\uff08Instructions\u306b\u4f55\u304b\u8a2d\u5b9a\u3057\u3066\u3044\u308b\u306e\u3067\u306f\u3001\u3068\u3082\u601d\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u898b\u305f\u9650\u308a\u3067\u306f\u5165\u3063\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u60f3\u50cf\u3067\u3059\u304c\u3001\u5185\u90e8\u3067MCP\u30c4\u30fc\u30eb\u304c\u3084\u308a\u3068\u308a\u3057\u305f\u7d50\u679c\u306a\u306e\u3060\u3068\u601d\u3044\u307e\u3059\uff09<\/p>\n<h4 id=\"\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\">\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8<\/h4>\n<p>\u5404\u30e6\u30fc\u30b6\u30fc\u6bce\u306b\u5c02\u7528\u306eID\u3068\u30e6\u30fc\u30b6\u30fc\u540d\u3092\u767a\u884c\u3059\u308bWeb\u30b5\u30a4\u30c8\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u53d6\u5f97\u3057\u305fID\u3068\u30e6\u30fc\u30b6\u30fc\u540d\u3092Agent\u306b\u8a2d\u5b9a\u3057\u3066\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3059\u308b\u3053\u3068\u3067\u3001Microsoft\u306e\u6e96\u5099\u3057\u305f\u30b5\u30fc\u30d0\u30fc\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3057\u3066\u3001\u30d4\u30b6\u3092\u6ce8\u6587\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30bb\u30c3\u30b7\u30e7\u30f3\u53d7\u8b1b\u8005\u304c\u30d4\u30b6\u3092\u6ce8\u6587\u3059\u308b\u69d8\u5b50\u3092\u3001\u7d9a\u3005\u3068\u5927\u753b\u9762\u3067\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u4ed6\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u306f\u306a\u3044GUI\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u624b\u5143\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b8c\u6210\u3055\u305b\u305f\u30e6\u30fc\u30b6\u30fc\u306e\u30d4\u30b6\u304c\u713c\u3051\u3066\u3044\u304f\u69d8\u5b50\u304c\u7d9a\u3005\u3068\u8868\u793a\u3055\u308c\u3001\u975e\u5e38\u306b\u697d\u3057\u304b\u3063\u305f\u3067\u3059\u3002<\/p>\n<h3 id=\"\u304a\u308f\u308a\u306b\">\u304a\u308f\u308a\u306b<\/h3>\n<p>Microsoft Ignite 2025 Day3\u306eLAB\u3067\u3001Microsoft Foundry\u3068MCP\u3092\u4f7f\u3063\u305f\u300c\u6ce8\u6587\u307e\u3067\u3064\u306a\u304c\u308b\u300d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30bc\u30ed\u304b\u3089\u7d44\u307f\u4e0a\u3052\u308b\u6d41\u308c\u3092\u4f53\u9a13\u3067\u304d\u305f\u306e\u306f\u5927\u304d\u306a\u53ce\u7a6b\u3067\u3057\u305f\u3002\u5358\u306a\u308b\u4f1a\u8a71\u751f\u6210\u306b\u7559\u307e\u3089\u305a\u3001RAG\u3067\u77e5\u8b58\u3092\u88dc\u5f37\u3057\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3067\u30ed\u30b8\u30c3\u30af\u3092\u5dee\u3057\u8fbc\u307f\u3001\u6700\u7d42\u7684\u306bMCP\u7d4c\u7531\u3067\u5916\u90e8\u30b7\u30b9\u30c6\u30e0\u306b\u63a5\u7d9a\u3059\u308b\u4e00\u9023\u306e\u8a2d\u8a08\u304c\u3001\u696d\u52d9\u306e\u81ea\u52d5\u5316\u3084\u30d5\u30ed\u30fc\u306e\u8fd1\u4ee3\u5316\u306b\u305d\u306e\u307e\u307e\u8ee2\u7528\u53ef\u80fd\u3060\u3068\u5f37\u304f\u611f\u3058\u307e\u3057\u305f\u3002<\/p>\n<p>\u4eca\u56de\u306eLAB\u306f\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u5b9f\u88c5\u306b\u30d5\u30a9\u30fc\u30ab\u30b9\u3057\u3066\u304a\u308a\u3001GUI\u306e\u53ef\u8996\u5316\u3084\u4f53\u9a13\u8a2d\u8a08\u304c\u9023\u52d5\u3057\u305f\u3053\u3068\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u300c\u4f1a\u8a71\u304b\u3089\u5b9f\u884c\u3078\u300d\u3064\u306a\u304c\u308b\u624b\u5fdc\u3048\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u8a73\u7d30\u304c\u898b\u3048\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001\u3042\u3068\u306f\u3069\u306e\u3088\u3046\u306bMCP\u30b5\u30fc\u30d0\u30fc\u3092\u69cb\u7bc9\u3057\u3066\u3044\u304f\u304b\u304c\u809d\u3068\u306a\u308b\u3088\u3046\u306b\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u672c\u7a3f\u306f\u30bb\u30c3\u30b7\u30e7\u30f3\u5f53\u65e5\u306e\u60c5\u5831\u306b\u57fa\u3065\u304f\u901f\u5831\u3067\u3059\u3002\u30b9\u30d4\u30fc\u30c9\u3092\u512a\u5148\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8a18\u8f09\u5185\u5bb9\u306b\u8aa4\u308a\u3084\u5909\u66f4\u304c\u542b\u307e\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u8aa4\u308a\u7b49\u304c\u3054\u3056\u3044\u307e\u3057\u305f\u3089\u3054\u5bb9\u8d66\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3 id=\"\u304a\u307e\u3051\">\u304a\u307e\u3051<\/h3>\n<p>\u30bb\u30c3\u30b7\u30e7\u30f3\u4e2d\u3001\u30d4\u30b6\u309250\u679a\u8fd1\u304f\u6ce8\u6587\u3057\u3066\u3057\u307e\u3046\u731b\u8005\u304c\u73fe\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u50d5\u3082\u771f\u4f3c\u3057\u305f\u3089\u3001Agent\u306b\u300cIs that correct?\u300d\u3068\u805e\u304b\u308c\u305f\u306e\u3067\u3084\u3081\u3066\u304a\u304d\u307e\u3057\u305f\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/j\/jbs_ynishino\/20251120\/20251120141035.jpg\" width=\"800\" height=\"97\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<div class=\"profile-cards-list\">\n<div class=\"profile-card-container\">\n<div class=\"profile-card\">\n<div class=\"writer-image\">\n    <img decoding=\"async\" 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