{"id":5058,"date":"2025-07-13T23:02:54","date_gmt":"2025-07-13T14:02:54","guid":{"rendered":"https:\/\/sky-peace.net\/?p=5058"},"modified":"2025-07-13T23:02:54","modified_gmt":"2025-07-13T14:02:54","slug":"ap-mcp-rag","status":"publish","type":"post","link":"https:\/\/sky-peace.net\/certified\/ap-mcp-rag\/","title":{"rendered":"\u3010\u5fdc\u7528\u60c5\u5831\u30fb\u9ad8\u5ea6\u8a66\u9a13\u3011MCP\u3068\u306f\uff1fRAG\u3068\u306e\u9055\u3044\u304b\u3089\u5b66\u3076\u3001\u6b21\u4e16\u4ee3AI\u9023\u643a\u30d7\u30ed\u30c8\u30b3\u30eb\u5fb9\u5e95\u89e3\u8aac"},"content":{"rendered":"<p>\u5fdc\u7528\u60c5\u5831\u3084\u9ad8\u5ea6\u8a66\u9a13\u306e\u52c9\u5f37\u3092\u3057\u3066\u3044\u308b\u3068\u65b0\u3057\u3044\u6280\u8853\u3084\u7528\u8a9e\u304c\u6b21\u304b\u3089\u6b21\u3078\u3068\u51fa\u3066\u304d\u3066\u3001\u6b63\u76f4\u300c\u3082\u3046\u6697\u8a18\u3059\u308b\u3057\u304b\u306a\u3044\u2026\u300d\u3063\u3066\u306a\u3063\u3061\u3083\u3046\u6642\u3001\u3042\u308a\u307e\u3059\u3088\u306d(^^;<\/p>\n<p>\u3067\u3082\u3001\u73fe\u5834\u3067\u672c\u5f53\u306b\u983c\u3089\u308c\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u3063\u3066\u3001\u300c\u306a\u3093\u3067\u3053\u306e\u6280\u8853\u304c\u5fc5\u8981\u306a\u306e\uff1f\u300d\u3063\u3066\u3044\u3046\u201c\u80cc\u666f\u201d\u3084\u201c\u30b9\u30c8\u30fc\u30ea\u30fc\u201d\u3092\u81ea\u5206\u306e\u8a00\u8449\u3067\u8a9e\u308c\u308b\u4eba\u3060\u3068\u601d\u3044\u307e\u305b\u3093\u304b\uff1f<\/p>\n<p>\u305d\u3053\u3067\u4eca\u56de\u30d5\u30a9\u30fc\u30ab\u30b9\u3059\u308b\u306e\u304c<strong>\u300cModel Context Protocol (MCP)\u300d<\/strong>&#x1f4a1;<br \/>\n\u3053\u308c\u3001\u3061\u3087\u3063\u3068\u805e\u304d\u6163\u308c\u306a\u3044\u304b\u3082\u3067\u3059\u304c\u3001\u5b9f\u306f\u672a\u6765\u306eAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u652f\u3048\u308b\u3001\u3081\u3061\u3083\u304f\u3061\u3083\u9762\u767d\u304f\u3066\u91cd\u8981\u306a\u6280\u8853\u306a\u3093\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u306f\u3001\u5358\u306a\u308b\u7528\u8a9e\u306e\u4e38\u6697\u8a18\u3067\u7d42\u308f\u3089\u305b\u307e\u305b\u3093\u3002\u3042\u306a\u305f\u3068\u4e00\u7dd2\u306b\u3001\u697d\u3057\u304f\u30ec\u30d9\u30eb\u30a2\u30c3\u30d7\u3057\u3066\u3044\u304f\u305f\u3081\u306e\u300c\u5192\u967a\u306e\u66f8\u300d\u306b\u306a\u308b\u3053\u3068\u3092\u7d04\u675f\u3057\u307e\u3059\uff01<\/p>\n<ol>\n<li>&#x2705; <strong>\u30b9\u30c8\u30fc\u30ea\u30fc\u3067\u308f\u304b\u308b\uff01<\/strong><br \/>\n\u300c\u306a\u305cMCP\u304c\u5fc5\u8981\u306a\u306e\uff1f\u300d\u3068\u3044\u3046\u80cc\u666f\u304b\u3089\u89e3\u8aac\u3059\u308b\u304b\u3089\u3001\u30b9\u30c3\u3068\u8179\u843d\u3061\u3057\u307e\u3059\u3002<\/li>\n<li>&#x2705; <strong>\u4e00\u6b69\u305a\u3064\u30ec\u30d9\u30eb\u30a2\u30c3\u30d7\uff01<\/strong><br \/>\n\u57fa\u672c\u306e\u30ad\u304b\u3089\u3001RAG\u3068\u306e\u9055\u3044\u3001\u305d\u3057\u3066\u8a66\u9a13\u5bfe\u7b56\u307e\u3067\u3002\u3061\u3083\u3093\u3068\u968e\u6bb5\u3092\u767b\u308c\u308b\u3088\u3046\u306b\u3001\u50d5\u304c\u3057\u3063\u304b\u308a\u30ac\u30a4\u30c9\u3057\u307e\u3059\u306d&#x1f4aa;<\/li>\n<li>&#x2705; <strong>\u672a\u6765\u306e\u6b66\u5668\u306b\u306a\u308b\uff01<\/strong><br \/>\n\u3053\u306e\u77e5\u8b58\u304c\u3001\u8a66\u9a13\u5408\u683c\u306e\u5148\u306b\u3042\u308b\u3042\u306a\u305f\u306e\u30ad\u30e3\u30ea\u30a2\u3067\u3001\u3069\u308c\u3060\u3051\u5f37\u529b\u306a\u6b66\u5668\u306b\u306a\u308b\u304b\u3002\u305d\u306e\u30ef\u30af\u30ef\u30af\u3059\u308b\u672a\u6765\u307e\u3067\u898b\u3048\u3061\u3083\u3044\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>\u3055\u3042\u3001\u5c0f\u96e3\u3057\u3044\u8a71\u306f\u4e00\u65e6\u8107\u306b\u7f6e\u3044\u3066\u3001\u672a\u6765\u306e\u6280\u8853\u3092\u5148\u53d6\u308a\u3059\u308b\u5192\u967a\u3078\u3001\u4e00\u7dd2\u306b\u51fa\u767a\u3057\u307e\u3057\u3087\u3046\uff01&#x1f680;<\/p>\n<hr \/>\n<h3><strong>\u30101. \u30a4\u30f3\u30c8\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\uff1aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9032\u5316\u3068\u65b0\u305f\u306a\u58c1\u3011<\/strong><\/h3>\n<p>\u6700\u8fd1\u3001AI\u304c\u81ea\u3089\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u306e\u30c7\u30e2\u3092\u898b\u304b\u3051\u308b\u6a5f\u4f1a\u304c\u5897\u3048\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u308c\u306f\u3001\u305f\u3060\u5bfe\u8a71\u3092\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u79c1\u305f\u3061\u306e\u6307\u793a\u306b\u57fa\u3065\u3044\u3066\u5916\u90e8\u306e\u30c4\u30fc\u30eb\u3092\u64cd\u4f5c\u3057\u3001\u5177\u4f53\u7684\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u8d77\u3053\u3059AI\u306e\u3053\u3068\u3067\u3059\u3002\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u3088\u3046\u306b\u3001\u6307\u793a\u3092\u89e3\u91c8\u3057\u3066\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u4e00\u3064\u3001\u6280\u8853\u7684\u306a\u8ab2\u984c\u304c\u6d6e\u304b\u3073\u4e0a\u304c\u308a\u307e\u3059\u3002<strong>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u5916\u90e8\u306e\u4e88\u7d04\u30b5\u30a4\u30c8\u3084\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3044\u3063\u305f\u3001\u591a\u7a2e\u591a\u69d8\u306a\u30c4\u30fc\u30eb\u3068\u3069\u306e\u3088\u3046\u306b\u9023\u643a\u3057\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/strong><\/p>\n<p>\u73fe\u72b6\u3067\u306f\u3001\u305d\u306e<span style=\"color: #ff0000;\"><strong>\u63a5\u7d9a\u90e8\u5206\u306fAI\u3084\u30c4\u30fc\u30eb\u3054\u3068\u306b\u500b\u5225\u306e\u958b\u767a\u304c\u5fc5\u8981\u306b\u306a\u308b\u30b1\u30fc\u30b9\u304c\u307b\u3068\u3093\u3069<\/strong><\/span>\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u63a5\u7d9a\u5148\u306e\u30c4\u30fc\u30eb\u304c\u5897\u3048\u308b\u307b\u3069\u958b\u767a\u30b3\u30b9\u30c8\u304c\u5897\u5927\u3059\u308b\u3068\u3044\u3046\u8ab2\u984c\u306b\u7e4b\u304c\u308a\u307e\u3059\u3002\u8eab\u8fd1\u306a\u4f8b\u3067\u8a00\u3048\u3070\u3001\u69d8\u3005\u306a\u5f62\u72b6\u306e\u96fb\u6e90\u30d7\u30e9\u30b0\u3068\u30b3\u30f3\u30bb\u30f3\u30c8\u306e\u95a2\u4fc2\u306b\u4f3c\u3066\u304a\u308a\u3001\u63a5\u7d9a\u306e\u305f\u3073\u306b\u5c02\u7528\u306e\u5909\u63db\u30a2\u30c0\u30d7\u30bf\u3092\u7528\u610f\u3059\u308b\u3088\u3046\u306a\u975e\u52b9\u7387\u3055\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u975e\u52b9\u7387\u3092\u89e3\u6d88\u3057\u3001<span class=\"st-mymarker-s\"><strong>AI\u3068\u30c4\u30fc\u30eb\u9593\u306e\u63a5\u7d9a\u3092\u6a19\u6e96\u5316\u3057\u3088\u3046<\/strong><\/span>\u3001\u3068\u3044\u3046\u76ee\u7684\u3067\u767b\u5834\u3057\u305f\u306e\u304c\u3001\u4eca\u56de\u89e3\u8aac\u3059\u308b<strong>\u300cModel Context Protocol (MCP)\u300d<\/strong>\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001MCP\u304c\u3069\u306e\u3088\u3046\u306a\u4ed5\u7d44\u307f\u3067\u3053\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u306e\u304b\u3092\u3001\u9806\u3092\u8ffd\u3063\u3066\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3><strong>MCP\u3063\u3066\u4f55\uff1f\u4e00\u8a00\u3067\u3044\u3046\u3068\uff1f<\/strong><\/h3>\n<p>\u7d50\u8ad6\u304b\u3089\u8a00\u3046\u3068\u3001MCP\uff08Model Context Protocol\uff09\u3068\u306f\u3001<\/p>\n<p><strong>\u300c\u751f\u6210AI\u3068\u3001\u5916\u90e8\u306e\u30c4\u30fc\u30eb\u3084API\u3092\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306e\u300e\u6a19\u6e96\u898f\u683c\uff08\u30d7\u30ed\u30c8\u30b3\u30eb\uff09\u300f\u300d<\/strong><\/p>\n<p>\u3067\u3059\u3002<\/p>\n<p>\u3088\u308a\u8eab\u8fd1\u306a\u3082\u306e\u306b\u4f8b\u3048\u308b\u306a\u3089\u3001PC\u3068\u5468\u8fba\u6a5f\u5668\u3092\u7e4b\u3050<strong>\u300cUSB\u898f\u683c\u300d<\/strong>\u306e\u3088\u3046\u306a\u5b58\u5728\u3060\u3068\u8003\u3048\u308b\u3068\u5206\u304b\u308a\u3084\u3059\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u304b\u3064\u3066\u30ad\u30fc\u30dc\u30fc\u30c9\u3084\u30de\u30a6\u30b9\u3001\u30d7\u30ea\u30f3\u30bf\u30fc\u306f\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u5f62\u306e\u7aef\u5b50\uff08\u30dd\u30fc\u30c8\uff09\u3067PC\u306b\u63a5\u7d9a\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001USB\u304c\u767b\u5834\u3057\u305f\u3053\u3068\u3067\u63a5\u7d9a\u65b9\u6cd5\u304c\u7d71\u4e00\u3055\u308c\u3001\u975e\u5e38\u306b\u4fbf\u5229\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>MCP\u306f\u3001\u3053\u306eUSB\u3068\u540c\u3058\u5f79\u5272\u3092AI\u306e\u4e16\u754c\u3067\u679c\u305f\u305d\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002AI\u3068\u591a\u7a2e\u591a\u69d8\u306a\u5916\u90e8\u30c4\u30fc\u30eb\u3068\u306e\u9593\u306e\u300c\u63a5\u7d9a\u306e\u5f62\u300d\u3092\u7d71\u4e00\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u7c21\u5358\u3067\u52b9\u7387\u7684\u306a\u9023\u643a\u3092\u5b9f\u73fe\u3057\u3088\u3046\u3001\u3068\u3044\u3046\u8003\u3048\u65b9\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3><strong>\u00a0\u5927\u56f3\u89e3\uff1aMCP\u306e\u4ed5\u7d44\u307f\u3092\u30d3\u30b8\u30e5\u30a2\u30eb\u3067\u7406\u89e3\u3059\u308b<\/strong><\/h3>\n<p>MCP\u306e\u5168\u4f53\u50cf\u3092\u63b4\u3080\u305f\u3081\u306b\u3001\u3053\u3053\u3067\u306f\u305d\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3092\u30b7\u30f3\u30d7\u30eb\u306a\u56f3\u3068\u5171\u306b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002MCP\u306f\u3001\u5927\u304d\u304f\u5206\u3051\u3066\u300c<strong>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8<\/strong>\u300d\u3068\u300c<strong>\u30b5\u30fc\u30d0\u30fc<\/strong>\u300d\u3068\u3044\u30462\u3064\u306e\u767b\u5834\u4eba\u7269\u3067\u6210\u308a\u7acb\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-5069 size-medium\" src=\"https:\/\/sky-peace.net\/certified\/wp-content\/uploads\/2025\/07\/Gemini_Generated_Image_z1f092z1f092z1f0-300x300.png\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/sky-peace.net\/certified\/wp-content\/uploads\/2025\/07\/Gemini_Generated_Image_z1f092z1f092z1f0-300x300.png 300w, https:\/\/sky-peace.net\/certified\/wp-content\/uploads\/2025\/07\/Gemini_Generated_Image_z1f092z1f092z1f0-1024x1024.png 1024w, https:\/\/sky-peace.net\/certified\/wp-content\/uploads\/2025\/07\/Gemini_Generated_Image_z1f092z1f092z1f0-150x150.png 150w, https:\/\/sky-peace.net\/certified\/wp-content\/uploads\/2025\/07\/Gemini_Generated_Image_z1f092z1f092z1f0-768x768.png 768w, https:\/\/sky-peace.net\/certified\/wp-content\/uploads\/2025\/07\/Gemini_Generated_Image_z1f092z1f092z1f0-1536x1536.png 1536w, https:\/\/sky-peace.net\/certified\/wp-content\/uploads\/2025\/07\/Gemini_Generated_Image_z1f092z1f092z1f0-100x100.png 100w, https:\/\/sky-peace.net\/certified\/wp-content\/uploads\/2025\/07\/Gemini_Generated_Image_z1f092z1f092z1f0.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h4><strong>\u767b\u5834\u4eba\u7269\u2460\uff1a\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\uff08AI\u30e2\u30c7\u30eb\u5074\uff09<\/strong><\/h4>\n<p><strong>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306f\u3001\u751f\u6210AI\u30e2\u30c7\u30eb\uff08\u4f8b: ChatGPT, Gemini\u306a\u3069\uff09\u306e\u5074<\/strong>\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u300c\u3007\u3007\u3092\u4e88\u7d04\u3057\u3066\u300d\u3068\u3044\u3063\u305f\u6307\u793a\u3092\u53d7\u3051\u53d6\u308a\u3001\u300c\u3069\u306e\u30c4\u30fc\u30eb\u3092\u3001\u3069\u3046\u4f7f\u3048\u3070\u30bf\u30b9\u30af\u3092\u9054\u6210\u3067\u304d\u308b\u304b\uff1f\u300d\u3092\u8003\u3048\u3001\u30b5\u30fc\u30d0\u30fc\u306b\u554f\u3044\u5408\u308f\u305b\u308b\u5f79\u5272\u3092\u62c5\u3044\u307e\u3059\u3002<\/p>\n<h4><strong>\u767b\u5834\u4eba\u7269\u2461\uff1a\u30b5\u30fc\u30d0\u30fc\uff08\u5916\u90e8\u30c4\u30fc\u30eb\u5074\uff09<\/strong><\/h4>\n<p>\u30b5\u30fc\u30d0\u30fc\u306f\u3001\u4e88\u7d04\u30b5\u30a4\u30c8\u306eAPI\u3084\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u3001<strong>AI\u304c\u5229\u7528\u3057\u305f\u3044\u5916\u90e8\u30c4\u30fc\u30eb\u306e\u5074<\/strong>\u3067\u3059\u3002\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5fdc\u3058\u3066\u3001\u300c\u79c1\u306f\u3053\u3046\u3044\u3046\u30c4\u30fc\u30eb\u3067\u3059\u300d\u300c\u3053\u3046\u3059\u308c\u3070\u4f7f\u3048\u307e\u3059\u3088\u300d\u3068\u3044\u3063\u305f\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u305f\u308a\u3001\u5b9f\u969b\u306b\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u3092\u5b9f\u884c\u3057\u305f\u308a\u3057\u307e\u3059\u3002<\/p>\n<h4><strong>\u57fa\u672c\u7684\u306a2\u3064\u306e\u5bfe\u8a71\uff08RPC\u30b3\u30fc\u30eb\uff09<\/strong><\/h4>\n<p>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u30b5\u30fc\u30d0\u30fc\u9593\u306e\u3084\u308a\u53d6\u308a\u306f\u3001\u4e3b\u306b\u4ee5\u4e0b\u306e2\u3064\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u5bfe\u8a71\uff08RPC\u30b3\u30fc\u30eb\uff09\u3067\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n<p><strong>1. \u300c\u3053\u306e\u30c4\u30fc\u30eb\u306e\u4f7f\u3044\u65b9\u3092\u6559\u3048\u3066\uff1f\u300d\uff08get_context\uff09<\/strong><br \/>\n\u307e\u305aAI\uff08\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\uff09\u306f\u3001\u30c4\u30fc\u30eb\uff08\u30b5\u30fc\u30d0\u30fc\uff09\u306b\u5bfe\u3057\u3066\u300c\u3042\u306a\u305f\u306f\u4f55\u304c\u3067\u304d\u3066\u3001\u3069\u3046\u3084\u3063\u3066\u4f7f\u3046\u306e\uff1f\u300d\u3068\u3044\u3046\u554f\u3044\u5408\u308f\u305b\u3092\u3057\u307e\u3059\u3002\u3053\u308c\u304c <code>get_context<\/code> \u3067\u3059\u3002\u30c4\u30fc\u30eb\u5074\u306f\u3001\u300c\u79c1\u306f\u3007\u3007\u304c\u3067\u304d\u307e\u3059\u3002\u4f7f\u3046\u306b\u306f\u25b3\u25b3\u3068\u3044\u3046\u60c5\u5831\u304c\u5fc5\u8981\u3067\u3059\u300d\u3068\u3044\u3063\u305f\u3001\u81ea\u5df1\u7d39\u4ecb\u3084\u4f7f\u3044\u65b9\uff08\uff1dOpenAPI\u4ed5\u69d8\u306a\u3069\uff09\u3092\u8fd4\u3057\u307e\u3059\u3002<\/p>\n<p><strong>2. \u300c\u4f7f\u3044\u65b9\u3092\u7406\u89e3\u3057\u305f\u304b\u3089\u3001\u3053\u308c\u3067\u5b9f\u884c\u3057\u3066\u300d\uff08invoke_tool\uff09<\/strong><br \/>\n\u30c4\u30fc\u30eb\u306e\u4f7f\u3044\u65b9\u3092\u7406\u89e3\u3057\u305fAI\uff08\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\uff09\u306f\u3001\u5fc5\u8981\u306a\u60c5\u5831\uff08\u4f8b: \u4e88\u7d04\u3057\u305f\u3044\u65e5\u6642\uff09\u3092\u6dfb\u3048\u3066\u3001\u300c\u3053\u306e\u5185\u5bb9\u3067\u30c4\u30fc\u30eb\u3092\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u4f9d\u983c\u3057\u307e\u3059\u3002\u3053\u308c\u304c <code>invoke_tool<\/code> \u3067\u3059\u3002\u4f9d\u983c\u3092\u53d7\u3051\u305f\u30c4\u30fc\u30eb\u5074\u306f\u3001\u5b9f\u969b\u306b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u66f8\u304d\u8fbc\u307f\u3084API\u306e\u5b9f\u884c\u3092\u884c\u3044\u3001\u305d\u306e\u7d50\u679c\u3092AI\u306b\u8fd4\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e2\u30b9\u30c6\u30c3\u30d7\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u5bfe\u8a71\u306b\u3088\u3063\u3066\u3001AI\u306f\u672a\u77e5\u306e\u30c4\u30fc\u30eb\u3067\u3082\u305d\u306e\u4f7f\u3044\u65b9\u3092\u52d5\u7684\u306b\u5b66\u3073\u3001\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n<h3><strong>\u00a0\u306a\u305c\uff1f\u304c\u308f\u304b\u308b\u6df1\u6398\u308a\u89e3\u8aac\uff1aRAG(\u691c\u7d22\u62e1\u5f35\u751f\u6210)\u3068\u306e\u6c7a\u5b9a\u7684\u306a\u9055\u3044<\/strong><\/h3>\n<p>\u751f\u6210AI\u306e\u5916\u90e8\u9023\u643a\u6280\u8853\u3068\u3057\u3066\u300cRAG\uff08Retrieval-Augmented Generation\uff09\u300d\u3092\u601d\u3044\u6d6e\u304b\u3079\u308b\u65b9\u3082\u591a\u3044\u3067\u3057\u3087\u3046\u3002\u3069\u3061\u3089\u3082AI\u304c\u5916\u90e8\u60c5\u5831\u3092\u4f7f\u3046\u70b9\u306f\u5171\u901a\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u76ee\u7684\u3068\u4ed5\u7d44\u307f\u306f\u6839\u672c\u7684\u306b\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4><strong>RAG\u306e\u5f79\u5272\uff1aAI\u306e\u300c\u77e5\u8b58\u300d\u3092\u62e1\u5f35\u3059\u308b\u6280\u8853<\/strong><\/h4>\n<p><span class=\"st-mymarker-s\"><strong>RAG\u306f\u3001\u4e00\u8a00\u3067\u3044\u3048\u3070\u300cAI\u306e\u305f\u3081\u306e\u9ad8\u5ea6\u306a\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u300d<\/strong><\/span>\u3067\u3059\u3002\u305d\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ol>\n<li>\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u3001\u5916\u90e8\u306e\u6587\u66f8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089<strong>\u691c\u7d22\uff08Retrieve\uff09<\/strong>\u3057\u307e\u3059\u3002<\/li>\n<li>\u691c\u7d22\u7d50\u679c\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u3066\u3001AI\u304c\u56de\u7b54\u3092<strong>\u751f\u6210\uff08Generate\uff09<\/strong>\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>\u3053\u308c\u306f\u57fa\u672c\u7684\u306b<strong>\u300c\u60c5\u5831\u3092\u53d6\u3063\u3066\u304d\u3066\u3001\u305d\u308c\u3092\u57fa\u306b\u8a71\u3059\u300d<\/strong>\u3068\u3044\u3046\u4e00\u65b9\u5411\u306e\u30d5\u30ed\u30fc\u3067\u3059\u3002RAG\u306e\u4e3b\u306a\u76ee\u7684\u306f\u3001AI\u304c\u77e5\u3089\u306a\u3044\u6700\u65b0\u60c5\u5831\u3084\u5c02\u9580\u77e5\u8b58\u3092\u56de\u7b54\u306b\u542b\u3081\u308b\u3053\u3068\u3067\u3042\u308a\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u4e8b\u5b9f\u306b\u57fa\u3065\u304b\u306a\u3044\u767a\u8a00\uff09\u3092\u6291\u5236\u3059\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u60c5\u5831\u3092\u8aad\u307f\u53d6\u308c\u3066\u3082\u3001\u305d\u3053\u306b\u65b0\u3057\u3044\u60c5\u5831\u3092\u66f8\u304d\u8fbc\u3093\u3060\u308a\u3001\u4f55\u304b\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u547d\u4ee4\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<h4>RAG\u304c\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u4f8b<\/h4>\n<ul>\n<li><b>Microsoft Copilot (\u65e7Bing\u30c1\u30e3\u30c3\u30c8)<\/b> \u3042\u306a\u305f\u304cCopilot\u306b\u8cea\u554f\u3092\u3059\u308b\u3068\u3001Copilot\u306f\u307e\u305aBing\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3092\u4f7f\u3063\u3066Web\u4e0a\u306e\u6700\u65b0\u60c5\u5831\u3092\u691c\u7d22\u3057\u307e\u3059\uff08<b>\u691c\u7d22<\/b>\uff09\u3002\u305d\u3057\u3066\u3001\u898b\u3064\u3051\u3066\u304d\u305f\u8907\u6570\u306eWeb\u30b5\u30a4\u30c8\u306e\u60c5\u5831\u3068\u3042\u306a\u305f\u306e\u8cea\u554f\u3092\u57fa\u306b\u3001\u8981\u7d04\u3055\u308c\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\uff08<b>\u751f\u6210<\/b>\uff09\u3002\u56de\u7b54\u306b[1]\u3001[2]\u3068\u3044\u3063\u305f\u5f62\u3067\u60c5\u5831\u6e90\u306e\u30ea\u30f3\u30af\u304c\u8868\u793a\u3055\u308c\u308b\u306e\u306f\u3001\u307e\u3055\u306bRAG\u3067\u60c5\u5831\u3092\u691c\u7d22\u3057\u3066\u304d\u305f\u8a3c\u62e0\u3067\u3059\u3002<\/li>\n<li><b>Perplexity AI<\/b> \u3053\u3061\u3089\u3082Copilot\u3068\u540c\u69d8\u306b\u3001\u8cea\u554f\u306b\u5bfe\u3057\u3066Web\u691c\u7d22\u3092\u884c\u3044\u3001\u305d\u306e\u7d50\u679c\u3092\u57fa\u306b\u56de\u7b54\u3092\u751f\u6210\u3059\u308bAI\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3067\u3059\u3002\u3069\u306e\u60c5\u5831\u6e90\uff08\u30b5\u30a4\u30c8\uff09\u3092\u53c2\u8003\u306b\u3057\u305f\u304b\u3092\u660e\u793a\u3057\u3066\u304f\u308c\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3001RAG\u306e\u4ed5\u7d44\u307f\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u4f53\u611f\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u4f01\u696d\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3084\u793e\u5185\u30dd\u30fc\u30bf\u30eb\u306b\u8a2d\u7f6e\u3055\u308c\u3066\u3044\u308b\u300cAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u300d\u306e\u591a\u304f\u304c\u3001RAG\u3092\u5229\u7528\u3057\u3066\u56de\u7b54\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><b>\u6771\u4eac\u30e1\u30c8\u30ed\u306e\u300c\u304a\u5ba2\u69d8\u304a\u554f\u5408\u305bAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u300d<\/b> \u300c\u3007\u3007\u99c5\u304b\u3089\u25b3\u25b3\u99c5\u307e\u3067\u306e\u4e57\u308a\u63db\u3048\u65b9\u6cd5\u306f\uff1f\u300d\u3068\u3044\u3063\u305f\u8cea\u554f\u306b\u5bfe\u3057\u3001\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3067\u306f\u306a\u304f\u3001\u6771\u4eac\u30e1\u30c8\u30ed\u306e\u516c\u5f0f\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306e\u81a8\u5927\u306a\u60c5\u5831\uff08\u6642\u523b\u8868\u3001\u99c5\u69cb\u5185\u56f3\u3001\u904b\u8cc3\u306a\u3069\uff09\u306e\u4e2d\u304b\u3089\u6b63\u3057\u3044\u60c5\u5831\u3092\u691c\u7d22\u3057\u3001\u305d\u308c\u306b\u57fa\u3065\u3044\u3066\u6700\u9069\u306a\u56de\u7b54\u3092\u751f\u6210\u3057\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001AI\u306f\u4ed6\u306e\u9244\u9053\u4f1a\u793e\u306e\u60c5\u5831\u3092\u9593\u9055\u3048\u3066\u7b54\u3048\u308b\u3053\u3068\u304c\u306a\u304f\u300124\u6642\u9593\u6b63\u78ba\u306a\u6848\u5185\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<li><b>LINE\u30e4\u30d5\u30fc\u306e\u793e\u5185\u30c4\u30fc\u30eb\u300cSeekAI\u300d<\/b> \u793e\u54e1\u304c\u793e\u5185\u30eb\u30fc\u30eb\u3084\u696d\u52d9\u624b\u9806\u306b\u3064\u3044\u3066\u8cea\u554f\u3059\u308b\u3068\u3001AI\u304c\u81a8\u5927\u306a\u793e\u5185\u6587\u66f8\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u691c\u7d22\u3057\u3001\u9069\u5207\u306a\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u65b0\u5165\u793e\u54e1\u3067\u3082\u62c5\u5f53\u8005\u306b\u805e\u304f\u3053\u3068\u306a\u304f\u3001\u7d20\u65e9\u304f\u6b63\u78ba\u306a\u60c5\u5831\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u6b63\u78ba\u6027\u304c\u7279\u306b\u6c42\u3081\u3089\u308c\u308b\u5c02\u9580\u5206\u91ce\u3067\u3082RAG\u306f\u6d3b\u8e8d\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><b>\u304f\u3059\u308a\u306e\u7a93\u53e3\u306eAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/b> \u5229\u7528\u8005\u304c\u85ac\u306b\u95a2\u3059\u308b\u8cea\u554f\u3092\u3057\u305f\u969b\u3001AI\u304c\u53c2\u7167\u3059\u308b\u306e\u306f\u4e00\u822c\u7684\u306aWeb\u306e\u60c5\u5831\u3067\u306f\u306a\u304f\u3001\u4fe1\u983c\u6027\u304c\u62c5\u4fdd\u3055\u308c\u305f\u533b\u7642\u60c5\u5831\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u81ea\u793e\u306e\u30ca\u30ec\u30c3\u30b8\u3067\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u5b89\u5168\u3067\u6b63\u78ba\u306a\u60c5\u5831\u63d0\u4f9b\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<h4><strong>MCP\u306e\u5f79\u5272\uff1a\u300c\u884c\u52d5\u300d\u3092\u53ef\u80fd\u306b\u3059\u308b\u53cc\u65b9\u5411\u306e\u5bfe\u8a71<\/strong><\/h4>\n<p>\u4e00\u65b9\u3001MCP\u306fAI\u306b<strong>\u300c\u884c\u52d5\u300d<\/strong>\u3092\u4fc3\u3059\u305f\u3081\u306e\u6280\u8853\u3067\u3059\u3002\u30bb\u30af\u30b7\u30e7\u30f33\u3067\u898b\u305f\u901a\u308a\u3001<span class=\"st-mymarker-s\"><strong>MCP\u306e\u3084\u308a\u53d6\u308a\u306f\u300c\u30c4\u30fc\u30eb\u306e\u4f7f\u3044\u65b9\u3092\u5c0b\u306d\u3001\u30c4\u30fc\u30eb\u3092\u5b9f\u884c\u3059\u308b\u300d<\/strong><\/span>\u3068\u3044\u3046<strong>\u53cc\u65b9\u5411\u306e\u5bfe\u8a71<\/strong>\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>RAG\u304c\u300c\u77e5\u3063\u3066\u3044\u308b\u3053\u3068\u300d\u3092\u5897\u3084\u3059\u6280\u8853\u3060\u3068\u3059\u308c\u3070\u3001MCP\u306f\u300c\u3067\u304d\u308b\u3053\u3068\u300d\u3092\u5897\u3084\u3059\u6280\u8853<\/strong>\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001MCP\u3092\u4f7f\u3048\u3070AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u9867\u5ba2\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u65b0\u3057\u3044\u4e88\u7d04\u60c5\u5831\u3092<strong>\u66f8\u304d\u8fbc\u3080<\/strong>\u3002<\/li>\n<li>\u30db\u30c6\u30eb\u306e\u4e88\u7d04\u30b7\u30b9\u30c6\u30e0API\u3092<strong>\u5b9f\u884c\u3059\u308b<\/strong>\u3002<\/li>\n<li>IoT\u30c7\u30d0\u30a4\u30b9\u3092<strong>\u64cd\u4f5c\u3057\u3066<\/strong>\u90e8\u5c4b\u306e\u7167\u660e\u3092\u3064\u3051\u308b\u3002<\/li>\n<\/ul>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001<span class=\"st-mymarker-s\"><strong>RAG\u306f\u300c\u77e5\u8b58\u53c2\u7167\uff08Read-Only\uff09<\/strong><\/span>\u300d\u3001<span class=\"st-mymarker-s\"><strong>MCP\u306f\u300c\u30bf\u30b9\u30af\u5b9f\u884c\uff08Read\/Write\/Execute\uff09<\/strong><\/span>\u300d\u3068\u6574\u7406\u3059\u308b\u3068\u3001\u305d\u306e\u6c7a\u5b9a\u7684\u306a\u9055\u3044\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3><strong>\u5fdc\u7528\u60c5\u5831\u6280\u8853\u8005\u8a66\u9a13\u5bfe\u7b56\uff1a \u53b3\u9078\u904e\u53bb\u554f\u3068\u601d\u8003\u30c8\u30ec\u30fc\u30b9<\/strong><\/h3>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u3053\u308c\u307e\u3067\u5b66\u3093\u3060\u77e5\u8b58\u304c\u5b9f\u969b\u306e\u8a66\u9a13\u3067\u3069\u306e\u3088\u3046\u306b\u554f\u308f\u308c\u308b\u306e\u304b\u3001\u5fdc\u7528\u60c5\u5831\u6280\u8853\u8005\u8a66\u9a13\u306e\u5348\u5f8c\u554f\u984c\u3092\u60f3\u5b9a\u3057\u305f\u30aa\u30ea\u30b8\u30ca\u30eb\u554f\u984c\u3067\u5b9f\u8df5\u529b\u3092\u990a\u3044\u307e\u3059\u3002<\/p>\n<p>\u5358\u306b\u7b54\u3048\u5408\u308f\u305b\u3092\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u8a2d\u554f\u306e\u3069\u3053\u306b\u7740\u76ee\u3057\u3001\u3069\u306e\u77e5\u8b58\u3092\u4f7f\u3063\u3066\u3001\u3069\u306e\u3088\u3046\u306b\u89e3\u7b54\u3092\u7d44\u307f\u7acb\u3066\u308b\u306e\u304b\u3001\u305d\u306e\u300c\u601d\u8003\u306e\u30d7\u30ed\u30bb\u30b9\u300d\u3092\u4e01\u5be7\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002\u3053\u306e\u601d\u8003\u30c8\u30ec\u30fc\u30b9\u3053\u305d\u304c\u3001\u5fdc\u7528\u529b\u3092\u9ad8\u3081\u308b\u6700\u77ed\u30eb\u30fc\u30c8\u3067\u3059\u3002<\/p>\n<blockquote><p><strong>\u3010\u60f3\u5b9a\u554f\u984c\u3011<\/strong><\/p>\n<p>E\u30b3\u30de\u30fc\u30b9\u30b5\u30a4\u30c8\u3092\u904b\u55b6\u3059\u308bA\u793e\u306f\u3001\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u52b9\u7387\u5316\u3068\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u3092\u76ee\u6307\u3057\u3001\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\uff08\u4ee5\u4e0b\u3001AI\u30dc\u30c3\u30c8\uff09\u306e\u5c0e\u5165\u3092\u8a08\u753b\u3057\u3066\u3044\u308b\u3002\u3053\u306eAI\u30dc\u30c3\u30c8\u306f\u3001\u9867\u5ba2\u304b\u3089\u306e\u81ea\u7136\u8a00\u8a9e\u3067\u306e\u6ce8\u6587\u5185\u5bb9\u306e\u5909\u66f4\u4f9d\u983c\uff08\u5546\u54c1\u306e\u8ffd\u52a0\u3001\u524a\u9664\u3001\u6570\u91cf\u5909\u66f4\u306a\u3069\uff09\u3092\u53d7\u3051\u4ed8\u3051\u3001\u793e\u5185\u306e\u6ce8\u6587\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3057\u3066\u6ce8\u6587\u60c5\u5831\u3092\u66f4\u65b0\u3059\u308b\u6a5f\u80fd\u3092\u6301\u3064\u3002<\/p>\n<p>\u30b7\u30b9\u30c6\u30e0\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u3067\u3042\u308b\u3042\u306a\u305f\u306f\u3001AI\u30dc\u30c3\u30c8\u3068\u6ce8\u6587\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u65b9\u5f0f\u306b\u3064\u3044\u3066\u3001RAG\uff08Retrieval-Augmented Generation\uff09\u3068MCP\uff08Model Context Protocol\uff09\u3092\u6bd4\u8f03\u691c\u8a0e\u3059\u308b\u3053\u3068\u306b\u306a\u3063\u305f\u3002\u691c\u8a0e\u306e\u7d50\u679c\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u62e1\u5f35\u6027\u306e\u89b3\u70b9\u304b\u3089MCP\u306e\u63a1\u7528\u3092\u6c7a\u5b9a\u3057\u305f\u3002<\/p>\n<p><strong>\u8a2d\u554f1\uff1a<\/strong>AI\u30dc\u30c3\u30c8\u304c\u6ce8\u6587\u60c5\u5831\u3092\u300c\u66f4\u65b0\u300d\u3059\u308b\u3001\u3068\u3044\u3046\u8981\u4ef6\u306b\u304a\u3044\u3066\u3001RAG\u3067\u306f\u306a\u304fMCP\u304c\u9069\u3057\u3066\u3044\u308b\u7406\u7531\u3092\u3001RAG\u306e\u7279\u6027\u3068\u5bfe\u6bd4\u3055\u305b\u306630\u5b57\u4ee5\u5185\u3067\u8ff0\u3079\u3088\u3002<\/p>\n<p><strong>\u8a2d\u554f2\uff1a<\/strong>MCP\u3092\u63a1\u7528\u3059\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u304a\u3044\u3066\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u30b5\u30fc\u30d0\u30fc\u306f\u305d\u308c\u305e\u308c\u4f55\u306b\u76f8\u5f53\u3059\u308b\u304b\u3002\u307e\u305f\u3001AI\u30dc\u30c3\u30c8\u304c\u6ce8\u6587\u5909\u66f4\u3092\u884c\u3046\u969b\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u30b5\u30fc\u30d0\u30fc\u9593\u306e\u57fa\u672c\u7684\u306a\u3084\u308a\u53d6\u308a\u3092\u3001<code>get_context<\/code>\u3068<code>invoke_tool<\/code>\u306e2\u3064\u306e\u547d\u4ee4\u3092\u7528\u3044\u3066\u8aac\u660e\u305b\u3088\u3002<\/p><\/blockquote>\n<h4><strong>\u3010\u601d\u8003\u30c8\u30ec\u30fc\u30b9\u3068\u89e3\u7b54\u4f8b\u3011<\/strong><\/h4>\n<p><strong>\u25a0\u8a2d\u554f1\u306e\u601d\u8003\u30c8\u30ec\u30fc\u30b9<\/strong><\/p>\n<ol>\n<li>\u307e\u305a\u8a2d\u554f\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u306f<strong>\u300c\u66f4\u65b0\u300d<\/strong>\u3068<strong>\u300cRAG\u3068\u306e\u5bfe\u6bd4\u300d<\/strong>\u3002<\/li>\n<li>\u30bb\u30af\u30b7\u30e7\u30f34\u306e\u6bd4\u8f03\u3092\u601d\u3044\u51fa\u3059\u3002RAG\u306f\u300c\u77e5\u8b58\u53c2\u7167\uff08Read-Only\uff09\u300d\u3001MCP\u306f\u300c\u30bf\u30b9\u30af\u5b9f\u884c\uff08Read\/Write\/Execute\uff09\u300d\u3060\u3063\u305f\u3002<\/li>\n<li>\u300c\u66f4\u65b0\u300d\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u300c\u66f8\u304d\u8fbc\u307f\uff08Write\uff09\u300d\u51e6\u7406\u306b\u4ed6\u306a\u3089\u306a\u3044\u3002<\/li>\n<li>\u3057\u305f\u304c\u3063\u3066\u3001RAG\u306f\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306a\u306e\u3067\u66f4\u65b0\u306f\u3067\u304d\u305a\u3001\u66f8\u304d\u8fbc\u307f\u307e\u3067\u53ef\u80fd\u306aMCP\u304c\u9069\u3057\u3066\u3044\u308b\u3001\u3068\u3044\u3046\u30ed\u30b8\u30c3\u30af\u3092\u7d44\u307f\u7acb\u3066\u308b\u3002<\/li>\n<li>\u3053\u308c\u309230\u5b57\u4ee5\u5185\u3067\u7c21\u6f54\u306b\u307e\u3068\u3081\u308b\u3002\u300cRAG\u306f\u60c5\u5831\u306e\u8aad\u307f\u53d6\u308a\u306b\u9650\u5b9a\u3055\u308c\u308b\u304c\u3001MCP\u306f\u60c5\u5831\u306e\u66f8\u304d\u8fbc\u307f\uff08\u66f4\u65b0\uff09\u307e\u3067\u53ef\u80fd\u3060\u304b\u3089\u300d\u3068\u3044\u3063\u305f\u8981\u7d20\u3092\u5727\u7e2e\u3057\u3088\u3046\u3002<\/li>\n<\/ol>\n<p><strong>\u3010\u89e3\u7b54\u4f8b\u3011<\/strong><br \/>\nRAG\u306f\u8aad\u307f\u53d6\u308a\u5c02\u7528\u3060\u304c\u3001MCP\u306f\u66f8\u304d\u8fbc\u307f\u51e6\u7406\u3082\u53ef\u80fd\u3060\u304b\u3089\u3002(29\u5b57)<\/p>\n<p><strong>\u25a0\u8a2d\u554f2\u306e\u601d\u8003\u30c8\u30ec\u30fc\u30b9<\/strong><\/p>\n<ol>\n<li>\u524d\u534a\u306f<strong>\u300c\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u30b5\u30fc\u30d0\u30fc\u306f\u305d\u308c\u305e\u308c\u4f55\u304b\u300d<\/strong>\u3092\u554f\u308f\u308c\u3066\u3044\u308b\u3002<\/li>\n<li>\u30bb\u30af\u30b7\u30e7\u30f33\u306e\u89e3\u8aac\u3092\u601d\u3044\u51fa\u3059\u3002\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306f\u300cAI\u30e2\u30c7\u30eb\u5074\u300d\u3001\u30b5\u30fc\u30d0\u30fc\u306f\u300c\u5916\u90e8\u30c4\u30fc\u30eb\u5074\u300d\u3060\u3063\u305f\u3002<\/li>\n<li>\u4eca\u56de\u306e\u554f\u984c\u6587\u306b\u5f53\u3066\u306f\u3081\u308b\u3068\u3001AI\u30e2\u30c7\u30eb\u5074\u306f\u300cAI\u30dc\u30c3\u30c8\u300d\u3001\u5916\u90e8\u30c4\u30fc\u30eb\u5074\u306f\u300c\u6ce8\u6587\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u300d\u3068\u306a\u308b\u3002<\/li>\n<li>\u5f8c\u534a\u306f<strong>\u300c\u57fa\u672c\u7684\u306a\u3084\u308a\u53d6\u308a\u300d<\/strong>\u3092<code>get_context<\/code>\u3068<code>invoke_tool<\/code>\u3092\u4f7f\u3063\u3066\u8aac\u660e\u3059\u308b\u554f\u984c\u3002<\/li>\n<li>\u3053\u308c\u3082\u30bb\u30af\u30b7\u30e7\u30f33\u306e\u57fa\u672c\u7684\u306a2\u3064\u306e\u5bfe\u8a71\u3092\u601d\u3044\u51fa\u3059\u3002\u307e\u305a\u4f7f\u3044\u65b9\u3092\u805e\u304d(get_context)\u3001\u6b21\u306b\u95a2\u6570\u3092\u5b9f\u884c\u3059\u308b(invoke_tool)\u3002<\/li>\n<li>\u3053\u308c\u3092\u554f\u984c\u6587\u306e\u72b6\u6cc1\uff08\u6ce8\u6587\u5909\u66f4\uff09\u306b\u5408\u308f\u305b\u3066\u5177\u4f53\u7684\u306b\u8a18\u8ff0\u3059\u308b\u3002\u300c\u307e\u305aAI\u30dc\u30c3\u30c8\u304c\u6ce8\u6587\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306bAPI\u306e\u4ed5\u69d8\u3092\u554f\u3044\u5408\u308f\u305b\u3001\u4ed5\u69d8\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u3001\u5177\u4f53\u7684\u306a\u6ce8\u6587\u5909\u66f4\u5185\u5bb9\u3092\u6e21\u3057\u3066\u5b9f\u884c\u3092\u4f9d\u983c\u3059\u308b\u300d\u3068\u3044\u3046\u6d41\u308c\u3092\u7d44\u307f\u7acb\u3066\u308b\u3002<\/li>\n<\/ol>\n<p><strong>\u3010\u89e3\u7b54\u4f8b\u3011<\/strong><br \/>\n<strong>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30fb\u30b5\u30fc\u30d0\u30fc\uff1a<\/strong><br \/>\n\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306fAI\u30dc\u30c3\u30c8\u3001\u30b5\u30fc\u30d0\u30fc\u306f\u6ce8\u6587\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u76f8\u5f53\u3059\u308b\u3002<\/p>\n<p><strong>\u57fa\u672c\u7684\u306a\u3084\u308a\u53d6\u308a\uff1a<\/strong><br \/>\n\u307e\u305a\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\uff08AI\u30dc\u30c3\u30c8\uff09\u304c\u30b5\u30fc\u30d0\u30fc\uff08\u6ce8\u6587\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff09\u306b\u5bfe\u3057<code>get_context<\/code>\u3092\u767a\u884c\u3057\u3001\u6ce8\u6587\u66f4\u65b0API\u306e\u4ed5\u69d8\uff08\u5229\u7528\u53ef\u80fd\u306a\u95a2\u6570\u3084\u5fc5\u8981\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u306a\u3069\uff09\u3092\u53d6\u5f97\u3059\u308b\u3002\u6b21\u306b\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306f\u53d6\u5f97\u3057\u305f\u4ed5\u69d8\u306b\u57fa\u3065\u304d\u3001\u9867\u5ba2\u306e\u6307\u793a\u5185\u5bb9\uff08\u4f8b\uff1a\u5546\u54c1ID\u3068\u5909\u66f4\u5f8c\u306e\u6570\u91cf\uff09\u3092\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u3057\u3066\u8a2d\u5b9a\u3057\u3001<code>invoke_tool<\/code>\u3092\u767a\u884c\u3057\u3066API\u3092\u5b9f\u884c\u3055\u305b\u3001\u6ce8\u6587\u60c5\u5831\u3092\u66f4\u65b0\u3059\u308b\u3002<\/p>\n<h3><strong>\u9ad8\u5ea6IT\u56fd\u5bb6\u8a66\u9a13\u3067\u4eca\u5f8c\u51fa\u984c\u304c\u4e88\u60f3\u3055\u308c\u308b\u554f\u984c<\/strong><\/h3>\n<p>\u5fdc\u7528\u60c5\u5831\u6280\u8853\u8005\u8a66\u9a13\u306e\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u3042\u308b\u9ad8\u5ea6\u8a66\u9a13\u3067\u306f\u3001MCP\u306f\u5358\u306a\u308b\u77e5\u8b58\u3060\u3051\u3067\u306a\u304f\u3001\u3088\u308a\u6df1\u3044\u30ec\u30d9\u30eb\u3067\u306e\u7406\u89e3\u3068\u5fdc\u7528\u529b\u304c\u554f\u308f\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4e3b\u8981\u306a\u8a66\u9a13\u533a\u5206\u3054\u3068\u306b\u3001\u8003\u3048\u3089\u308c\u308b\u8ad6\u70b9\u3092\u4e88\u6e2c\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4><strong>\u30b7\u30b9\u30c6\u30e0\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\uff08SA\uff09\uff1a\u8a2d\u8a08\u601d\u60f3\u306e\u7406\u89e3<\/strong><\/h4>\n<p>SA\u8a66\u9a13\u3067\u306f\u3001\u6280\u8853\u306e\u300c\u306a\u305c\u300d\u304c\u554f\u308f\u308c\u307e\u3059\u3002MCP\u306b\u95a2\u3057\u3066\u306f\u3001\u5f93\u6765\u306eREST API\u306b\u3088\u308b\u9023\u643a\u3068\u6bd4\u8f03\u3057\u305f\u969b\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u4e0a\u306e\u5229\u70b9\u30fb\u6b20\u70b9\u304c\u8ad6\u70b9\u3068\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u3010\u8ad6\u8ff0\u30c6\u30fc\u30de\u4f8b\u3011<\/strong><br \/>\n\u300c\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u69cb\u7bc9\u3055\u308c\u305f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u7fa4\u3068\u751f\u6210AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u9023\u643a\u3055\u305b\u308b\u306b\u3042\u305f\u308a\u3001API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3092\u4ecb\u3057\u305fREST API\u9023\u643a\u3067\u306f\u306a\u304f\u3001MCP\u3092\u63a1\u7528\u3057\u305f\u3002\u30b7\u30b9\u30c6\u30e0\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u3068\u3057\u3066\u3001\u305d\u306e\u3088\u3046\u306b\u5224\u65ad\u3057\u305f\u7406\u7531\u3092\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u758e\u7d50\u5408\u6027\u3001\u958b\u767a\u52b9\u7387\u306e\u89b3\u70b9\u304b\u3089\u8ff0\u3079\u3088\u3002\u300d<\/p>\n<h4><strong>IT\u30b9\u30c8\u30e9\u30c6\u30b8\u30b9\u30c8\uff08ST\uff09\uff1a\u4e8b\u696d\u3078\u306e\u30a4\u30f3\u30d1\u30af\u30c8<\/strong><\/h4>\n<p>ST\u8a66\u9a13\u3067\u306f\u3001\u6280\u8853\u304c\u30d3\u30b8\u30cd\u30b9\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u8003\u5bdf\u3059\u308b\u529b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002MCP\u304c\u666e\u53ca\u3059\u308b\u3053\u3068\u3067\u3001\u3069\u306e\u3088\u3046\u306a\u65b0\u3057\u3044\u30d3\u30b8\u30cd\u30b9\u3084\u30b5\u30fc\u30d3\u30b9\u304c\u751f\u307e\u308c\u3001\u7af6\u4e89\u512a\u4f4d\u6027\u304c\u3069\u3046\u5909\u5316\u3059\u308b\u304b\u3001\u3068\u3044\u3063\u305f\u8996\u70b9\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p><strong>\u3010\u8ad6\u8ff0\u30c6\u30fc\u30de\u4f8b\u3011<\/strong><br \/>\n\u300cMCP\u306e\u6a19\u6e96\u5316\u304c\u3001SaaS\u696d\u754c\u306e\u30d3\u30b8\u30cd\u30b9\u30e2\u30c7\u30eb\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u3064\u3044\u3066\u3001\u88fd\u54c1\u958b\u767a\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5f62\u6210\u306e\u89b3\u70b9\u304b\u3089\u3001\u3042\u306a\u305f\u306e\u8003\u3048\u3092\u8ff0\u3079\u3088\u3002\u300d<\/p>\n<h4><strong>\u60c5\u5831\u51e6\u7406\u5b89\u5168\u78ba\u4fdd\u652f\u63f4\u58eb\uff08SC\uff09\uff1a\u65b0\u305f\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af<\/strong><\/h4>\n<p>SC\u8a66\u9a13\u3067\u306f\u3001\u65b0\u3057\u3044\u6280\u8853\u306b\u4f34\u3046\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3068\u5bfe\u7b56\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u307e\u3059\u3002MCP\u306fAI\u304c\u81ea\u5f8b\u7684\u306b\u5916\u90e8\u30c4\u30fc\u30eb\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u5f93\u6765\u306eWeb API\u3068\u306f\u7570\u306a\u308b\u89b3\u70b9\u3067\u306e\u8105\u5a01\u5206\u6790\u3068\u5bfe\u7b56\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p><strong>\u3010\u8ad6\u8ff0\u30c6\u30fc\u30de\u4f8b\u3011<\/strong><br \/>\n\u300cMCP\u3092\u7528\u3044\u3066\u793e\u5185\u306e\u8907\u6570\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3059\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5c0e\u5165\u3059\u308b\u306b\u3042\u305f\u308a\u3001\u60f3\u5b9a\u3055\u308c\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u30923\u3064\u6319\u3052\u3001\u305d\u308c\u305e\u308c\u306b\u5bfe\u3059\u308b\u6280\u8853\u7684\u306a\u5bfe\u7b56\u3092\u5177\u4f53\u7684\u306b\u8ff0\u3079\u3088\u3002\u7279\u6a29\u306e\u6607\u683c\u3068\u610f\u56f3\u3057\u306a\u3044\u30c7\u30fc\u30bf\u6f0f\u6d29\u306e\u30ea\u30b9\u30af\u306b\u3064\u3044\u3066\u306f\u5fc5\u305a\u8a00\u53ca\u3059\u308b\u3053\u3068\u3002\u300d<\/p>\n<h3><strong>MCP\u95a2\u9023\u306e\u77e5\u8b58\u3092\u4f53\u7cfb\u5316\u3059\u308b\u95a2\u9023\u30de\u30c3\u30d7<\/strong><\/h3>\n<p>MCP\u3092\u5b66\u3076\u4e0a\u3067\u3001\u5468\u8fba\u306e\u95a2\u9023\u6280\u8853\u3092\u7406\u89e3\u3059\u308b\u3068\u3001\u77e5\u8b58\u304c\u4f53\u7cfb\u5316\u3055\u308c\u3066\u3088\u308a\u6df1\u304f\u5b9a\u7740\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001MCP\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u6280\u8853\u306e\u95a2\u9023\u30de\u30c3\u30d7\u3092\u793a\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u95a2\u4fc2\u6027\u3092\u6574\u7406\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><strong>[\u3053\u3053\u306b\u3001\u30de\u30a4\u30f3\u30c9\u30de\u30c3\u30d7\u3084\u95a2\u4fc2\u56f3\u3092\u633f\u5165]<\/strong><\/p>\n<ul>\n<li><strong>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08\u89aa\u30ab\u30c6\u30b4\u30ea\uff09<\/strong>\n<ul>\n<li>MCP\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5916\u90e8\u30c4\u30fc\u30eb\u3068\u9023\u643a\u3059\u308b\u305f\u3081\u306e\u300c\u624b\u6bb5\u300d\u306e\u4e00\u3064\u3067\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u3044\u3046\u5927\u304d\u306a\u76ee\u7684\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306e\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30c8\u30b3\u30eb\u3068\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>RAG\uff08\u6bd4\u8f03\u5bfe\u8c61\uff09<\/strong>\n<ul>\n<li>AI\u306b\u5916\u90e8\u300c\u77e5\u8b58\u300d\u3092\u4e0e\u3048\u308b\u306e\u304cRAG\u3001\u5916\u90e8\u3078\u306e\u300c\u884c\u52d5\u300d\u3092\u53ef\u80fd\u306b\u3059\u308b\u306e\u304cMCP\u3067\u3059\u3002\u76ee\u7684\u306f\u7570\u306a\u308a\u307e\u3059\u304c\u3001\u9ad8\u5ea6\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u4e21\u8005\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u5229\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>API\uff08\u9023\u643a\u5148\uff09<\/strong>\n<ul>\n<li>MCP\u306f\u3001\u65e2\u5b58\u306eWeb API\uff08REST, GraphQL\u306a\u3069\uff09\u3092\u30e9\u30c3\u30d7\u3057\u3066\uff08\u5305\u307f\u8fbc\u3093\u3067\uff09\u3001AI\u304c\u4f7f\u3044\u3084\u3059\u3044\u7d71\u4e00\u3055\u308c\u305f\u5f62\u5f0f\u3092\u63d0\u4f9b\u3059\u308b\u5f79\u5272\u3092\u62c5\u3044\u307e\u3059\u3002MCP\u30b5\u30fc\u30d0\u30fc\u304c\u3001\u500b\u5225\u306eAPI\u4ed5\u69d8\u306e\u9055\u3044\u3092\u5438\u53ce\u3059\u308b\u30a2\u30c0\u30d7\u30bf\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>JSON-RPC\uff08\u57fa\u76e4\u6280\u8853\uff09<\/strong>\n<ul>\n<li>MCP\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30fb\u30b5\u30fc\u30d0\u30fc\u9593\u306e\u901a\u4fe1\u306f\u3001JSON-RPC\u3068\u3044\u3046\u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001JSON\u5f62\u5f0f\u3067\u9060\u9694\u624b\u7d9a\u304d\u547c\u3073\u51fa\u3057\uff08Remote Procedure Call\uff09\u3092\u884c\u3046\u305f\u3081\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u4ed5\u69d8\u3067\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>OpenAPI Specification\uff08\u95a2\u9023\u898f\u683c\uff09<\/strong>\n<ul>\n<li>AI\u304c\u30c4\u30fc\u30eb\u306e\u4f7f\u3044\u65b9\u3092\u7406\u89e3\u3059\u308b\u969b\uff08get_context\uff09\u3001\u30b5\u30fc\u30d0\u30fc\u304c\u8fd4\u3059\u300c\u30c4\u30fc\u30eb\u306e\u4ed5\u69d8\u66f8\u300d\u3068\u3057\u3066\u3001REST API\u306e\u8a18\u8ff0\u6a19\u6e96\u3067\u3042\u308bOpenAPI Specification\u304c\u5229\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u5fdc\u7528\u60c5\u5831\u3084\u9ad8\u5ea6\u8a66\u9a13\u306e\u52c9\u5f37\u3092\u3057\u3066\u3044\u308b\u3068\u65b0\u3057\u3044\u6280\u8853\u3084\u7528\u8a9e\u304c\u6b21\u304b\u3089\u6b21\u3078\u3068\u51fa\u3066\u304d\u3066\u3001\u6b63\u76f4\u300c\u3082\u3046\u6697\u8a18\u3059\u308b\u3057\u304b\u306a\u3044\u2026\u300d\u3063\u3066\u306a\u3063\u3061\u3083\u3046\u6642\u3001\u3042\u308a\u307e\u3059\u3088\u306d(^^; \u3067\u3082\u3001\u73fe\u5834\u3067\u672c\u5f53\u306b\u983c\u3089\u308c\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u3063\u3066\u3001\u300c\u306a\u3093\u3067\u3053\u306e &#8230; <\/p>\n","protected":false},"author":2,"featured_media":5070,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","columnck":"","stmeta_robots":"index, 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