{"id":21085,"date":"2026-07-04T18:22:26","date_gmt":"2026-07-04T09:22:26","guid":{"rendered":"https:\/\/www.venture-net.co.jp\/virtualblog\/?p=21085"},"modified":"2026-07-04T18:22:27","modified_gmt":"2026-07-04T09:22:27","slug":"context-engineering","status":"publish","type":"post","link":"https:\/\/www.venture-net.co.jp\/virtualblog\/context-engineering\/","title":{"rendered":"\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\uff1fAI\u306b&#8221;\u81ea\u793e\u306e\u6587\u8108&#8221;\u3092\u6e21\u3057\u3066\u6210\u679c\u3092\u51fa\u3059\u2014\u2014\u4e2d\u5c0f\u4f01\u696d\u306e\u5b9f\u88c5\u8a2d\u8a08"},"content":{"rendered":"\n<h2 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role=\"img\" aria-label=\"AI\u5c0e\u5165\u306e\u3046\u3061\u640d\u76ca\u306b\u52b9\u3044\u305f\u306e\u306f\u7d045%\u3067\u300195%\u306f\u52b9\u679c\u306b\u5c4a\u304b\u306a\u304b\u3063\u305f\u3053\u3068\u3068\u3001\u5dee\u3092\u5206\u3051\u305f\u306e\u306f\u81ea\u793e\u306e\u6587\u8108\u304c\u6e21\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3059\u56f3\">\n<svg viewBox=\"0 0 720 320\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" role=\"presentation\" style=\"width:100%;height:auto;max-width:720px;display:block;margin:0 auto;font-family:'Hiragino Sans','Yu Gothic UI','Meiryo',sans-serif\">\n<text x=\"40\" y=\"46\" font-size=\"27\" font-weight=\"700\" fill=\"#2d2c28\">AI\u5c0e\u5165\u306e\u300c5%\u306e\u58c1\u300d<\/text>\n<rect x=\"40\" y=\"96\" width=\"640\" height=\"58\" rx=\"10\" fill=\"#e3e1da\"\/>\n<rect x=\"40\" y=\"96\" width=\"32\" height=\"58\" rx=\"10\" fill=\"#2d6347\"\/>\n<text x=\"56\" y=\"86\" font-size=\"20\" font-weight=\"700\" fill=\"#2d6347\" text-anchor=\"middle\">5%<\/text>\n<text x=\"392\" y=\"131\" font-size=\"18\" fill=\"#6f6e68\" text-anchor=\"middle\">95% \u306f\u3001\u76ee\u306b\u898b\u3048\u308b\u52b9\u679c\u306b\u5c4a\u304b\u305a<\/text>\n<rect x=\"40\" y=\"190\" width=\"640\" height=\"74\" rx=\"10\" fill=\"#f9f8f5\"\/>\n<rect x=\"40\" y=\"190\" width=\"6\" height=\"74\" rx=\"3\" fill=\"#5a9c7a\"\/>\n<text x=\"64\" y=\"222\" font-size=\"17\" fill=\"#2d2c28\">\u5dee\u3092\u5206\u3051\u305f\u306e\u306f\u3001AI\u306e\u300c\u8ce2\u3055\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/text>\n<text x=\"64\" y=\"250\" font-size=\"17\" fill=\"#2d2c28\"><tspan fill=\"#2d6347\" font-weight=\"700\">\u81ea\u793e\u306e\u6587\u8108<\/tspan>\uff08\u7d4c\u9a13\u60c5\u5831\uff09\u304c\u6e21\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3001\u3067\u3059\u3002<\/text>\n<text x=\"680\" y=\"298\" font-size=\"12\" fill=\"#9a988f\" text-anchor=\"end\">\u51fa\u5178\uff1aMIT\u300cThe GenAI 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class=\"wp-block-heading\">\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u4f55\u304b<\/h2>\n\n\n\n<p>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u3001AI\u306b\u6e21\u3059\u300c\u6587\u8108\uff08\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff09\u300d\u5168\u4f53\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u3053\u3067\u8a00\u3046\u6587\u8108\u3068\u306f\u3001<strong>AI\u306b\u524d\u63d0\u3068\u3057\u3066\u77e5\u3089\u305b\u3066\u304a\u304f\u60c5\u5831<\/strong>\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3088\u304f\u4f3c\u305f\u8a00\u8449\u306b\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d\u304c\u3042\u308a\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\u3001AI\u3078\u306e\u6307\u793a\u6587\u3084\u805e\u304d\u65b9\u306e\u3053\u3068\u3002\u305d\u306e\u5de5\u592b\u306f\u300c\u4f55\u3092\u3001\u3069\u3046\u983c\u3080\u304b\u300d\u306b\u7126\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u5bfe\u3057\u3066\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001<strong>\u300cAI\u306b\u3001\u3042\u3089\u304b\u3058\u3081\u4f55\u3092\u77e5\u3089\u305b\u3066\u304a\u304f\u304b\u300d<\/strong>\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u805e\u304d\u65b9\u306e\u5de5\u592b\u306e\u3001\u4e00\u6bb5\u4e0a\u306b\u3042\u308b\u8003\u3048\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a00\u8449\u306f\u30012025\u5e74\u306bAI\u7814\u7a76\u8005\u306e\u30a2\u30f3\u30c9\u30ec\u30a4\u30fb\u30ab\u30fc\u30d1\u30b7\u30fc\u6c0f\u3084\u3001Shopify\u306eCEO\u3089\u304c\u63d0\u5531\u3057\u3001\u5e83\u307e\u308a\u307e\u3057\u305f\u3002\u30ab\u30fc\u30d1\u30b7\u30fc\u6c0f\u306f\u3053\u308c\u3092\u300c\u6b21\u306e\u4e00\u624b\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u3001\u3061\u3087\u3046\u3069\u3088\u304f\u6e21\u3059\u6280\u8853\u300d\u3068\u8868\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30a4\u30e1\u30fc\u30b8\u3057\u3084\u3059\u3044\u306e\u306f\u3001\u65b0\u4eba\u30b9\u30bf\u30c3\u30d5\u306b\u4ed5\u4e8b\u3092\u983c\u3080\u5834\u9762\u3067\u3059\u3002\u3069\u308c\u3060\u3051\u512a\u79c0\u306a\u4eba\u3067\u3082\u3001\u81ea\u793e\u306e\u4e8b\u60c5\uff08\u9867\u5ba2\u306e\u7656\u3001\u3053\u308c\u307e\u3067\u306e\u7d4c\u7def\u3001\u793e\u5185\u306e\u30eb\u30fc\u30eb\uff09\u3092\u77e5\u3089\u306a\u3051\u308c\u3070\u3001\u7684\u5916\u308c\u306a\u4ed5\u4e8b\u306b\u306a\u308a\u307e\u3059\u3002\u5f15\u304d\u7d99\u304e\u8cc7\u6599\u3092\u6e21\u3057\u3066\u3001\u306f\u3058\u3081\u3066\u6226\u529b\u306b\u306a\u308b\u3002AI\u3082\u3001\u3053\u308c\u3068\u540c\u3058\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">RAG\u3068\u306e\u9055\u3044\u3082\u3001\u3053\u3053\u3067\u6574\u7406<\/h3>\n\n\n\n<p>AI\u306e\u8a71\u3067\u3088\u304f\u51fa\u3066\u304f\u308b\u300cRAG\u300d\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3002\u3053\u308c\u306f\u3001\u81ea\u793e\u306e\u8cc7\u6599\u3092\u691c\u7d22\u3057\u3066AI\u306b\u6e21\u3059\u4ed5\u7d44\u307f\u306e\u3053\u3068\u3067\u3059\u3002RAG\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e<strong>\u624b\u6bb5\u306e\u4e00\u3064<\/strong>\u306b\u3042\u305f\u308a\u307e\u3059\u3002\u6587\u8108\u3092\u6e21\u3059\u65b9\u6cd5\u306e\u3072\u3068\u3064\u304cRAG\u3001\u3068\u3044\u3046\u95a2\u4fc2\u3067\u6349\u3048\u308b\u3068\u3001\u6df7\u4e71\u3057\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>3\u3064\u306e\u8a00\u8449\u306e\u95a2\u4fc2\u3092\u3001\u4e00\u89a7\u3067\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u7528\u8a9e<\/th><th>\u3072\u3068\u3053\u3068\u3067\u8a00\u3046\u3068<\/th><th>\u7126\u70b9<\/th><\/tr><\/thead><tbody><tr><td>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/td><td>AI\u3078\u306e\u300c\u805e\u304d\u65b9\u30fb\u983c\u307f\u65b9\u300d\u306e\u5de5\u592b<\/td><td>\u4f55\u3092\u30fb\u3069\u3046\u983c\u3080\u304b<\/td><\/tr><tr><td>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/td><td>AI\u306b\u300c\u3042\u3089\u304b\u3058\u3081\u4f55\u3092\u77e5\u3089\u305b\u308b\u304b\u300d\u306e\u8a2d\u8a08<\/td><td>\u6e21\u3059\u60c5\u5831\u306e\u5168\u4f53<\/td><\/tr><tr><td>RAG<\/td><td>\u81ea\u793e\u306e\u8cc7\u6599\u3092\u691c\u7d22\u3057\u3066AI\u306b\u6e21\u3059\u4ed5\u7d44\u307f<\/td><td>\u6587\u8108\u3092\u6e21\u3059\u624b\u6bb5\u306e\u4e00\u3064<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure role=\"img\" aria-label=\"\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u3044\u3046\u5927\u304d\u306a\u67a0\u306e\u4e2d\u306b\u3001\u624b\u6bb5\u3068\u3057\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u3068RAG\u304c\u542b\u307e\u308c\u308b\u5305\u542b\u95a2\u4fc2\u3092\u793a\u3059\u56f3\">\n<svg viewBox=\"0 0 720 400\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" role=\"presentation\" style=\"width:100%;height:auto;max-width:720px;display:block;margin:0 auto;font-family:'Hiragino Sans','Yu Gothic UI','Meiryo',sans-serif\">\n<text x=\"40\" y=\"44\" font-size=\"24\" font-weight=\"700\" fill=\"#2d2c28\">\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f<\/text>\n<rect x=\"30\" y=\"78\" width=\"660\" height=\"296\" rx=\"18\" fill=\"#ebf3ee\" stroke=\"#5a9c7a\" stroke-width=\"2\"\/>\n<text x=\"52\" y=\"114\" font-size=\"19\" font-weight=\"700\" fill=\"#2d6347\">\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/text>\n<text x=\"52\" y=\"140\" font-size=\"14\" fill=\"#5f6b63\">\uff1d AI\u306b\u300c\u3042\u3089\u304b\u3058\u3081\u4f55\u3092\u77e5\u3089\u305b\u3066\u304a\u304f\u304b\u300d\u3092\u8a2d\u8a08\u3059\u308b<\/text>\n<rect x=\"58\" y=\"168\" width=\"282\" height=\"176\" rx=\"12\" fill=\"#ffffff\" stroke=\"#c9d5cd\" stroke-width=\"1.5\"\/>\n<text x=\"199\" y=\"212\" font-size=\"18\" font-weight=\"700\" fill=\"#2d2c28\" text-anchor=\"middle\">\u30d7\u30ed\u30f3\u30d7\u30c8<\/text>\n<text x=\"199\" y=\"246\" font-size=\"13\" fill=\"#6f6e68\" text-anchor=\"middle\">AI\u3078\u306e\u805e\u304d\u65b9\u30fb\u983c\u307f\u65b9<\/text>\n<text x=\"199\" y=\"268\" font-size=\"13\" fill=\"#6f6e68\" text-anchor=\"middle\">\u3092\u5de5\u592b\u3059\u308b<\/text>\n<rect x=\"380\" y=\"168\" width=\"282\" height=\"176\" rx=\"12\" fill=\"#ffffff\" stroke=\"#c9d5cd\" stroke-width=\"1.5\"\/>\n<text x=\"521\" y=\"212\" font-size=\"18\" font-weight=\"700\" fill=\"#2d2c28\" text-anchor=\"middle\">RAG<\/text>\n<text x=\"521\" y=\"246\" font-size=\"13\" fill=\"#6f6e68\" text-anchor=\"middle\">\u81ea\u793e\u306e\u8cc7\u6599\u3092\u691c\u7d22\u3057\u3066<\/text>\n<text x=\"521\" y=\"268\" font-size=\"13\" fill=\"#6f6e68\" text-anchor=\"middle\">AI\u306b\u6e21\u3059\u4ed5\u7d44\u307f<\/text>\n<text x=\"360\" y=\"328\" font-size=\"13\" fill=\"#5f6b63\" text-anchor=\"middle\">\u30d7\u30ed\u30f3\u30d7\u30c8\u3082RAG\u3082\u3001\u300c\u6587\u8108\u3092\u6e21\u3059\u300d\u305f\u3081\u306e\u90e8\u54c1\u3067\u3059<\/text>\n<\/svg>\n<\/figure>\n\n\n\n<p>\u56f32\uff1a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u300cAI\u306b\u6e21\u3059\u60c5\u5831\u5168\u4f53\u300d\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5de5\u592b\u3084RAG\u306f\u3001\u305d\u306e\u4e2d\u306e\u624b\u6bb5\u306b\u3042\u305f\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e2d\u5c0f\u4f01\u696d\u306f\u300c\u81ea\u793e\u306e\u6587\u8108\u300d\u3092\u3069\u3046\u6e21\u3059\u304b<\/h2>\n\n\n\n<p>\u3067\u306f\u3001\u6e21\u3059\u3079\u304d\u300c\u81ea\u793e\u306e\u6587\u8108\u300d\u3068\u306f\u3001\u5177\u4f53\u7684\u306b\u4f55\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u30d9\u30f3\u30c1\u30e3\u30fc\u30cd\u30c3\u30c8\u306f\u3001\u305d\u306e\u6b63\u4f53\u3092\u300c\u7d4c\u9a13\u60c5\u5831\u300d\u3068\u547c\u3093\u3067\u3044\u307e\u3059\u3002\u81ea\u793e\u306b\u3057\u304b\u306a\u3044\u60c5\u5831\u306e\u3053\u3068\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5546\u8ac7\u30e1\u30e2\u3084\u3001\u9867\u5ba2\u3054\u3068\u306e\u7d30\u304b\u306a\u4e8b\u60c5<\/li><li>\u539f\u4fa1\u306e\u52d8\u6240\u3001\u5024\u6c7a\u3081\u306e\u5224\u65ad<\/li><li>\u30d9\u30c6\u30e9\u30f3\u304c\u7a4d\u307f\u4e0a\u3052\u3066\u304d\u305f\u6697\u9ed9\u306e\u5224\u65ad\u57fa\u6e96<\/li><li>\u904e\u53bb\u306e\u5931\u6557\u3068\u305d\u3053\u304b\u3089\u5f97\u305f\u5b66\u3073<\/li><\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u591a\u304f\u306f\u3001\u4eba\u306e\u982d\u306e\u4e2d\u3084\u3001\u30d0\u30e9\u30d0\u30e9\u306e\u5834\u6240\u306b\u7720\u3063\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001AI\u306b\u6e21\u305b\u308b\u5f62\u306b\u306f\u306a\u3063\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3060\u304b\u3089\u3053\u305d\u3001\u9806\u5e8f\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li><strong>\u898b\u3048\u308b\u5316<\/strong>\uff1a\u6563\u3089\u3070\u3063\u305f\u60c5\u5831\u3092\u96c6\u3081\u3001\u8a18\u9332\u3059\u308b<\/li><li><strong>\u8a00\u8a9e\u5316<\/strong>\uff1a\u6697\u9ed9\u306e\u3046\u3061\u306b\u3042\u308b\u5224\u65ad\u3092\u3001\u8a00\u8449\u3084\u30eb\u30fc\u30eb\u306b\u3059\u308b<\/li><li><strong>AI\u306b\u6e21\u3059<\/strong>\uff1a\u305d\u306e\u6587\u8108\u3092\u524d\u63d0\u3068\u3057\u3066\u3001AI\u306b\u4ed5\u4e8b\u3092\u3055\u305b\u308b<\/li><\/ol>\n\n\n\n<figure role=\"img\" aria-label=\"\u81ea\u793e\u306e\u6587\u8108\u3092\u6e21\u3059\u624b\u9806\u3092\u3001\u898b\u3048\u308b\u5316\u304b\u3089\u8a00\u8a9e\u5316\u3001AI\u306b\u6e21\u3059\u3078\u30683\u6bb5\u968e\u3067\u9032\u3080\u6d41\u308c\u3067\u793a\u3059\u56f3\">\n<svg viewBox=\"0 0 760 300\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" role=\"presentation\" style=\"width:100%;height:auto;max-width:760px;display:block;margin:0 auto;font-family:'Hiragino Sans','Yu Gothic UI','Meiryo',sans-serif\">\n<text x=\"40\" y=\"42\" font-size=\"24\" font-weight=\"700\" fill=\"#2d2c28\">\u81ea\u793e\u306e\u6587\u8108\u3092\u6e21\u3059\u30013\u3064\u306e\u30b9\u30c6\u30c3\u30d7<\/text>\n<rect x=\"40\" y=\"104\" width=\"200\" height=\"132\" rx=\"12\" fill=\"#f9f8f5\" stroke=\"#5a9c7a\" stroke-width=\"1.5\"\/><circle cx=\"140\" cy=\"138\" r=\"17\" fill=\"#5a9c7a\"\/><text x=\"140\" y=\"144\" font-size=\"18\" font-weight=\"700\" fill=\"#ffffff\" text-anchor=\"middle\">1<\/text><text x=\"140\" y=\"182\" font-size=\"17\" font-weight=\"700\" fill=\"#2d2c28\" text-anchor=\"middle\">\u898b\u3048\u308b\u5316<\/text><text x=\"140\" y=\"208\" font-size=\"12\" fill=\"#6f6e68\" text-anchor=\"middle\">\u6563\u3089\u3070\u3063\u305f\u60c5\u5831\u3092<\/text><text x=\"140\" y=\"226\" font-size=\"12\" fill=\"#6f6e68\" text-anchor=\"middle\">\u96c6\u3081\u3066\u8a18\u9332\u3059\u308b<\/text>\n<path d=\"M 248 170 L 270 170\" stroke=\"#5a9c7a\" stroke-width=\"3\" fill=\"none\"\/><path d=\"M 266 164 L 276 170 L 266 176 Z\" fill=\"#5a9c7a\"\/>\n<rect x=\"280\" y=\"104\" width=\"200\" height=\"132\" rx=\"12\" fill=\"#f9f8f5\" stroke=\"#5a9c7a\" stroke-width=\"1.5\"\/><circle cx=\"380\" cy=\"138\" r=\"17\" fill=\"#5a9c7a\"\/><text x=\"380\" y=\"144\" font-size=\"18\" font-weight=\"700\" fill=\"#ffffff\" text-anchor=\"middle\">2<\/text><text x=\"380\" y=\"182\" font-size=\"17\" font-weight=\"700\" fill=\"#2d2c28\" text-anchor=\"middle\">\u8a00\u8a9e\u5316<\/text><text x=\"380\" y=\"208\" font-size=\"12\" fill=\"#6f6e68\" text-anchor=\"middle\">\u6697\u9ed9\u306e\u5224\u65ad\u3092<\/text><text x=\"380\" y=\"226\" font-size=\"12\" fill=\"#6f6e68\" text-anchor=\"middle\">\u8a00\u8449\u30fb\u30eb\u30fc\u30eb\u306b\u3059\u308b<\/text>\n<path d=\"M 488 170 L 510 170\" stroke=\"#5a9c7a\" stroke-width=\"3\" fill=\"none\"\/><path d=\"M 506 164 L 516 170 L 506 176 Z\" fill=\"#5a9c7a\"\/>\n<rect x=\"520\" y=\"104\" width=\"200\" height=\"132\" rx=\"12\" fill=\"#ebf3ee\" stroke=\"#2d6347\" stroke-width=\"1.5\"\/><circle cx=\"620\" cy=\"138\" r=\"17\" fill=\"#2d6347\"\/><text x=\"620\" y=\"144\" font-size=\"18\" font-weight=\"700\" fill=\"#ffffff\" text-anchor=\"middle\">3<\/text><text x=\"620\" y=\"182\" font-size=\"17\" font-weight=\"700\" fill=\"#2d6347\" text-anchor=\"middle\">AI\u306b\u6e21\u3059<\/text><text x=\"620\" y=\"208\" font-size=\"12\" fill=\"#6f6e68\" text-anchor=\"middle\">\u6587\u8108\u3068\u3057\u3066<\/text><text x=\"620\" y=\"226\" font-size=\"12\" fill=\"#6f6e68\" text-anchor=\"middle\">AI\u306e\u524d\u63d0\u306b\u3059\u308b<\/text>\n<text x=\"40\" y=\"276\" font-size=\"14\" fill=\"#5f6b63\">\u307e\u305a\u306f\u300c\u8caf\u3081\u308b\u300d\u5165\u53e3\u304b\u3089\u3002\u5168\u90e8\u5165\u308c\u305a\u3001\u5fc5\u8981\u306a\u5206\u3092<tspan fill=\"#2d6347\" font-weight=\"700\">\u201c\u3061\u3087\u3046\u3069\u3088\u304f\u201d<\/tspan>\u6e21\u3059\u306e\u304c\u30b3\u30c4\u3002<\/text>\n<\/svg>\n<\/figure>\n\n\n\n<p>\u56f33\uff1a\u81ea\u793e\u306e\u6587\u8108\u3092\u6e21\u3059\u9053\u306e\u308a\u306f\u300c\u898b\u3048\u308b\u5316 \u2192 \u8a00\u8a9e\u5316 \u2192 AI\u306b\u6e21\u3059\u300d\u306e\u9806\u3002\u307e\u305a\u306f\u8caf\u3081\u308b\u5165\u53e3\u304b\u3089\u3001\u5fc5\u8981\u306a\u5206\u3092\u3061\u3087\u3046\u3069\u3088\u304f\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u9806\u5e8f\u306f\u3001\u5148\u307b\u3069\u306eMIT\u306e\u8abf\u67fb\u3068\u3082\u91cd\u306a\u308a\u307e\u3059\u3002\u6210\u679c\u3092\u51fa\u3057\u305f\u4f01\u696d\u306b\u5171\u901a\u3057\u3066\u3044\u305f\u306e\u306f\u3001\u6c4e\u7528\u30c4\u30fc\u30eb\u3092\u305d\u306e\u307e\u307e\u4f7f\u3046\u306e\u3067\u306f\u306a\u304f\u3001<strong>\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u304b\u3089\u5b66\u3073\u3001\u6587\u8108\u3092\u4fdd\u6301\u3059\u308b\u4ed5\u7d44\u307f<\/strong>\u3092\u6301\u3063\u3066\u3044\u305f\u3053\u3068\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u5b9f\u969b\u306e\u5165\u53e3\u306f\u3001\u307e\u305a\u300c\u8caf\u3081\u308b\u300d\u3068\u3053\u308d\u304b\u3089\u3067\u3059\u3002\u5546\u8ac7\u30e1\u30e2\u3084\u8b70\u4e8b\u9332\u3092\u4e00\u304b\u6240\u306b\u96c6\u7d04\u3059\u308b\u3002\u305d\u3053\u304b\u3089RAG\u306e\u4ed5\u7d44\u307f\u3067\u3001\u300c\u81ea\u793e\u306e\u8cc7\u6599\u306b\u57fa\u3065\u3044\u3066\u7b54\u3048\u308bAI\u300d\u3078\u3068\u80b2\u3066\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3072\u3068\u3064\u6ce8\u610f\u304c\u3042\u308a\u307e\u3059\u3002\u60c5\u5831\u306f\u3001\u5168\u90e8\u653e\u308a\u8fbc\u3081\u3070\u3044\u3044\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u591a\u3059\u304e\u308b\u3068\u3001AI\u306f\u304b\u3048\u3063\u3066\u91cd\u8981\u306a\u70b9\u3092\u898b\u5931\u3044\u307e\u3059\u3002\u5fc5\u8981\u306a\u3082\u306e\u3092\u9078\u3093\u3067\u3001<strong>\u3061\u3087\u3046\u3069\u3088\u304f\u6e21\u3059<\/strong>\u3002\u305d\u306e\u8a2d\u8a08\u3053\u305d\u304c\u809d\u5fc3\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u306a\u305c\u300c\u81ea\u793e\u306e\u6587\u8108\u300d\u304c\u52b9\u304f\u306e\u304b<\/h2>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u8aad\u3093\u3067\u3001\u3053\u3046\u611f\u3058\u305f\u65b9\u3082\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u306a\u305c\u3001\u305d\u3053\u307e\u3067\u3057\u3066\u81ea\u793e\u306e\u6587\u8108\u306b\u3053\u3060\u308f\u308b\u306e\u304b\u3001\u3068\u3002<\/p>\n\n\n\n<p>\u7406\u7531\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002<strong>\u81ea\u793e\u306e\u6587\u8108\u306f\u3001\u4ed6\u793e\u306b\u306f\u771f\u4f3c\u3067\u304d\u306a\u3044<\/strong>\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u540c\u3058AI\u3092\u8ab0\u3082\u304c\u4f7f\u3048\u308b\u6642\u4ee3\u306b\u3001\u5dee\u304c\u3064\u304f\u306e\u306f\u300cAI\u306b\u4f55\u3092\u6e21\u305b\u308b\u304b\u300d\u3067\u3059\u3002AI\u6642\u4ee3\u306e\u7af6\u4e89\u512a\u4f4d\u306f\u3001\u3044\u3061\u3070\u3093\u8ce2\u3044AI\u3092\u9078\u3076\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u81ea\u793e\u306e\u77e5\u8b58\u3092\u3001\u4f7f\u3046\u307b\u3069\u8ce2\u304f\u306a\u308b\u4ed5\u7d44\u307f\u306b\u5909\u3048\u308b\u3053\u3068\u3002\u305d\u3046\u3057\u3066\u3001\u81ea\u793e\u306e\u7d4c\u9a13\u304c\u3001\u81ea\u793e\u3060\u3051\u306e\u8cc7\u7523\u306b\u306a\u3063\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3053\u3068\u306f\u3001\u3044\u307e\u8d77\u304d\u3066\u3044\u308b\u300c\u3064\u307e\u305a\u304d\u300d\u306e\u88cf\u8fd4\u3057\u3067\u3082\u3042\u308a\u307e\u3059\u3002\u8abf\u67fb\u4f1a\u793e\u306eGartner\u306f2025\u5e74\u3001\u81ea\u5f8b\u7684\u306b\u52d5\u304fAI\uff08\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afAI\uff09\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e4\u5272\u8d85\u304c\u30012027\u5e74\u672b\u307e\u3067\u306b\u4e2d\u6b62\u3055\u308c\u308b\u3068\u4e88\u6e2c\u3057\u307e\u3057\u305f\u3002\u7406\u7531\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u305f\u306e\u306f\u3001\u30b3\u30b9\u30c8\u306e\u5897\u5927\u3001\u4fa1\u5024\u306e\u4e0d\u660e\u78ba\u3055\u3001\u30ea\u30b9\u30af\u7ba1\u7406\u306e\u4e0d\u8db3\u3001\u305d\u3057\u3066\u8a71\u984c\u5148\u884c\u306e\u304a\u8a66\u3057\uff08PoC\uff1d\u8a66\u9a13\u5c0e\u5165\uff09\u3067\u7d42\u308f\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001AI\u3092\u300c\u5165\u308c\u308b\u3053\u3068\u300d\u305d\u306e\u3082\u306e\u304c\u76ee\u7684\u306b\u306a\u308b\u3068\u3001\u6b62\u307e\u308a\u307e\u3059\u3002\u6e21\u3057\u305f\u6587\u8108\u3092\u3001\u81ea\u793e\u306e\u6210\u679c\u306b\u3064\u306a\u3052\u308b\u3002\u305d\u306e\u8a2d\u8a08\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u304c\u3001\u5206\u304b\u308c\u76ee\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3088\u304f\u3042\u308b\u8aa4\u89e3<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u3082\u3063\u3068\u9ad8\u6027\u80fd\u306aAI\u306b\u5909\u3048\u308c\u3070\u3001\u89e3\u6c7a\u3057\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u5dee\u3088\u308a\u3082\u3001\u81ea\u793e\u306e\u6587\u8108\u304c\u6e21\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306e\u5dee\u306e\u307b\u3046\u304c\u5927\u304d\u3044\u3001\u3068\u3044\u3046\u306e\u304cMIT\u306e\u6307\u6458\u3067\u3059\u3002\u307e\u305a\u6e21\u3059\u8a2d\u8a08\u3092\u898b\u76f4\u3059\u307b\u3046\u304c\u3001\u8fd1\u9053\u306b\u306a\u308b\u3053\u3068\u304c\u591a\u3044\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. 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