{"id":31238,"date":"2026-08-07T13:18:52","date_gmt":"2026-08-07T04:18:52","guid":{"rendered":"https:\/\/www.ripla.co.jp\/blog\/?p=31238"},"modified":"2026-08-09T13:40:17","modified_gmt":"2026-08-09T04:40:17","slug":"google-vertex-ai-complete-guide","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/system\/google-vertex-ai-complete-guide\/","title":{"rendered":"Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9"},"content":{"rendered":"\n

Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u306f\u3001\u751f\u6210AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u3092\u696d\u52d9\u30c7\u30fc\u30bf\u30fb\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u30fb\u8a8d\u8a3c\u57fa\u76e4\u3068\u63a5\u7d9a\u3057\u3001\u691c\u8a3c\u304b\u3089\u672c\u756a\u904b\u7528\u307e\u3067\u4e00\u8cab\u3057\u3066\u7ba1\u7406\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3059\u3060\u3051\u3067\u306f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306b\u306a\u3089\u306a\u3044\u305f\u3081\u3001\u30c7\u30fc\u30bf\u3001\u6a29\u9650\u3001\u753b\u9762\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3001\u8a55\u4fa1\u3001\u76e3\u8996\u307e\u3067\u542b\u3081\u3066\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\u300c\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u300d\u300cChatGPT\u3084\u4e00\u822c\u7684\u306aAPI\u3068\u4f55\u304c\u9055\u3046\u306e\u304b\u300d\u300c\u958b\u767a\u8cbb\u306f\u3044\u304f\u3089\u304b\u304b\u308b\u306e\u304b\u300d\u3068\u8ff7\u3046\u65b9\u306b\u5411\u3051\u3066\u3001Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306b\u5fc5\u8981\u306a\u5168\u4f53\u50cf\u3092\u6574\u7406\u3057\u307e\u3059\u30022026\u5e74\u6642\u70b9\u306e\u540d\u79f0\u5909\u66f4\u3001\u4ee3\u8868\u7684\u306a4\u3064\u306e\u6d3b\u7528\u30d1\u30bf\u30fc\u30f3\u3001\u958b\u767a\u306e\u9032\u3081\u65b9\u3001\u8cbb\u7528\u76f8\u5834\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u958b\u767a\u4f1a\u793e\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u9078\u3073\u65b9\u307e\u3067\u3001\u4f01\u753b\u524d\u306b\u78ba\u8a8d\u3057\u305f\u3044\u30dd\u30a4\u30f3\u30c8\u3092\u9806\u756a\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u25bc\u95a2\u9023\u8a18\u4e8b\u4e00\u89a7<\/strong>
\n\u30fbGoogle Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a>
\n\u30fbGoogle Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a>
\n\u30fbGoogle Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a>
\n\u30fbGoogle Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\n\n

Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u50cf<\/strong><\/h2>\n\n\n\n
\n
\n
\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Google Vertex AI\u306f\u3001\u30e2\u30c7\u30eb\u306e\u9078\u629e\u3001\u30c7\u30fc\u30bf\u6e96\u5099\u3001\u5b66\u7fd2\u3001\u8a55\u4fa1\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u76e3\u8996\u3092Google Cloud\u4e0a\u3067\u6271\u3046AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u76e4\u3067\u3059\u30022026\u5e74\u306f\u3001\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u4e0a\u3067Vertex AI\u306e\u4e3b\u8981\u6a5f\u80fd\u3092Gemini Enterprise Agent Platform\u3078\u79fb\u884c\u3059\u308b\u52d5\u304d\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u304c\u3001\u691c\u7d22\u8a9e\u3068\u3057\u3066\u306e\u300cVertex AI\u300d\u306f\u5f15\u304d\u7d9a\u304d\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u73fe\u884c\u306eAgent Platform\u7cfb\u30b5\u30fc\u30d3\u30b9\u3092\u542b\u3081\u3066Vertex AI\u3068\u3057\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

Vertex AI\u304c\u62c5\u3046\u5f79\u5272\u3068\u3001\u62c5\u308f\u306a\u3044\u5f79\u5272<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Vertex AI\u304c\u62c5\u3046\u306e\u306f\u3001Gemini\u306a\u3069\u306e\u57fa\u76e4\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u3001\u793e\u5185\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3057\u3066\u56de\u7b54\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u3001\u4e88\u6e2c\u30e2\u30c7\u30eb\u3084\u753b\u50cf\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u30fb\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3001AI\u6a5f\u80fd\u3092API\u3068\u3057\u3066\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u4e00\u65b9\u3067\u3001\u696d\u52d9\u753b\u9762\u3001\u793e\u54e1\u3084\u9867\u5ba2\u306e\u8a8d\u8a3c\u3001\u65e2\u5b58\u306e\u8ca9\u58f2\u7ba1\u7406\u3084\u9867\u5ba2\u7ba1\u7406\u3068\u306e\u9023\u643a\u3001\u627f\u8a8d\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u969c\u5bb3\u6642\u306e\u6709\u4eba\u5bfe\u5fdc\u307e\u3067\u81ea\u52d5\u7684\u306b\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u305d\u306e\u305f\u3081\u3001\u5178\u578b\u7684\u306a\u69cb\u6210\u306f\u300c\u696d\u52d9\u753b\u9762\u307e\u305f\u306fAPI\u300d\u300cIAM\u306b\u3088\u308b\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u300d\u300cVertex AI\u306e\u30e2\u30c7\u30eb\u307e\u305f\u306f\u691c\u7d22\u300d\u300cBigQuery\u3084Cloud Storage\u306a\u3069\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u300d\u300cCloud Logging\u3084\u76e3\u8996\u300d\u306e\u5206\u96e2\u578b\u306b\u306a\u308a\u307e\u3059\u3002AI\u90e8\u5206\u3060\u3051\u3092\u5148\u306b\u4f5c\u308b\u3068\u3001\u5f8c\u304b\u3089\u6a29\u9650\u3084\u30ed\u30b0\u3092\u8ffd\u52a0\u3059\u308b\u969b\u306b\u4f5c\u308a\u76f4\u3057\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u305f\u3081\u3001\u6700\u521d\u304b\u3089\u8cac\u4efb\u5206\u754c\u3092\u6c7a\u3081\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

2026\u5e74\u306e\u540d\u79f0\u5909\u66f4\u3067\u78ba\u8a8d\u3057\u305f\u3044\u3053\u3068<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Google Cloud\u306e2026\u5e74\u306e\u516c\u5f0f\u767a\u8868\u3067\u306f\u3001Gemini Enterprise Agent Platform\u304cVertex AI\u306e\u9032\u5316\u5f62\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3001Vertex AI Studio\u306fAgent Studio\u3001Vertex AI Model Garden\u306fGemini Enterprise Agent Platform Model Garden\u306a\u3069\u3078\u540d\u79f0\u5909\u66f4\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u51fa\u5178: Google Cloud\u516c\u5f0f\u30d6\u30ed\u30b0\u30fb\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30012026\u5e74\uff09\u3002\u65e2\u5b58\u306e\u8a2d\u8a08\u66f8\u3084RFP\u306bVertex AI\u3068\u8a18\u8f09\u3057\u3066\u3044\u3066\u3082\u76f4\u3061\u306b\u4f7f\u3048\u306a\u304f\u306a\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u5951\u7d04\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u30e1\u30cb\u30e5\u30fc\u3001API\u306e\u540d\u79f0\u3001\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3068\u6df7\u4e71\u3092\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\u7279\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f7f\u3046\u5834\u5408\u306f\u3001\u5358\u767a\u306e\u8cea\u554f\u5fdc\u7b54\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u30b9\u30c6\u30c3\u30d7\u306e\u63a8\u8ad6\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3001\u9577\u6642\u9593\u306e\u51e6\u7406\u3001\u30e1\u30e2\u30ea\u3001\u5b9f\u884c\u5c65\u6b74\u306e\u89b3\u6e2c\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u30b5\u30fc\u30d3\u30b9\u540d\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u300c\u3069\u306e\u30c7\u30fc\u30bf\u306b\u3001\u3069\u306e\u6a29\u9650\u3067\u3001\u3069\u306e\u64cd\u4f5c\u3092\u8a31\u53ef\u3057\u3001\u5931\u6557\u6642\u306b\u8ab0\u3078\u5f15\u304d\u7d99\u3050\u304b\u300d\u3068\u3044\u3046\u30b7\u30b9\u30c6\u30e0\u8981\u4ef6\u306b\u7f6e\u304d\u63db\u3048\u3066\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n

Google Vertex AI\u3067\u3069\u306e\u3088\u3046\u306a\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u308c\u307e\u3059\u304b\uff1f<\/strong><\/h2>\n\n\n\n
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\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Google Vertex AI\u3067\u4f5c\u308c\u308b\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u76ee\u7684\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u7d50\u8ad6\u304b\u3089\u8a00\u3046\u3068\u3001\u793e\u5185\u6587\u66f8\u306e\u691c\u7d22\u30fb\u56de\u7b54\u3001\u4e88\u6e2c\u3001\u6587\u66f8\u3084\u753b\u50cf\u306e\u7406\u89e3\u3001\u696d\u52d9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e4\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u81ea\u793e\u306e\u8ab2\u984c\u306b\u8fd1\u3044\u3082\u306e\u3092\u9078\u3076\u3068\u3001\u904e\u5270\u306a\u958b\u767a\u3092\u907f\u3051\u3084\u3059\u3044\u3067\u3059\u3002\u751f\u6210AI\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u81ea\u4f53\u3067\u306f\u306a\u304f\u3001\u696d\u52d9KPI\u304c\u6539\u5584\u3059\u308b\u304b\u3092\u8d77\u70b9\u306b\u65b9\u5f0f\u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u793e\u5185\u691c\u7d22\u30fbRAG\u30b7\u30b9\u30c6\u30e0<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u793e\u5185\u898f\u7a0b\u3001\u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb\u3001FAQ\u3001\u56f3\u9762\u3001\u8b70\u4e8b\u9332\u306a\u3069\u3092\u691c\u7d22\u3057\u3001\u95a2\u9023\u7b87\u6240\u3092\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3068\u3057\u3066Gemini\u306b\u6e21\u3059\u65b9\u5f0f\u304cRAG\u3067\u3059\u3002Vertex AI Search\u3001RAG Engine\u3001Vector Search\u306a\u3069\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3001\u5358\u306b\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067\u306f\u306a\u304f\u3001\u6839\u62e0\u6587\u66f8\u3092\u793a\u3059\u554f\u3044\u5408\u308f\u305b\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u7dcf\u52d9\u3001\u4eba\u4e8b\u3001\u55b6\u696d\u3001\u4fdd\u5b88\u3001\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u306a\u3069\u3001\u8cea\u554f\u306e\u7e70\u308a\u8fd4\u3057\u304c\u591a\u3044\u696d\u52d9\u3068\u76f8\u6027\u304c\u3088\u3044\u3067\u3059\u3002<\/p>\n\n\n\n

\u305f\u3060\u3057\u3001\u6587\u66f8\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3060\u3051\u3067\u306f\u7cbe\u5ea6\u306f\u5b89\u5b9a\u3057\u307e\u305b\u3093\u3002\u6587\u66f8\u306e\u7248\u3001\u66f4\u65b0\u65e5\u3001\u90e8\u9580\u3001\u516c\u958b\u7bc4\u56f2\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u3057\u3066\u6301\u305f\u305b\u3001\u691c\u7d22\u6642\u306b\u5229\u7528\u8005\u306e\u6a29\u9650\u3092\u53cd\u6620\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u53e4\u3044\u898f\u7a0b\u3068\u65b0\u3057\u3044\u898f\u7a0b\u304c\u540c\u6642\u306b\u691c\u7d22\u3055\u308c\u308b\u5834\u5408\u306f\u3001\u56de\u7b54\u306b\u63a1\u7528\u3059\u308b\u512a\u5148\u9806\u4f4d\u3084\u300c\u56de\u7b54\u3067\u304d\u306a\u3044\u300d\u3068\u8fd4\u3059\u6761\u4ef6\u3082\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u9700\u8981\u4e88\u6e2c\u30fb\u7570\u5e38\u691c\u77e5\u30b7\u30b9\u30c6\u30e0<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u8ca9\u58f2\u91cf\u3001\u5728\u5eab\u3001\u8a2d\u5099\u30c7\u30fc\u30bf\u3001\u6c17\u8c61\u3001\u53d7\u6ce8\u3001\u88fd\u9020\u5b9f\u7e3e\u306a\u3069\u304b\u3089\u5c06\u6765\u306e\u6570\u5024\u3092\u4e88\u6e2c\u3059\u308b\u5834\u5408\u306f\u3001AutoML\u3084\u30ab\u30b9\u30bf\u30e0\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u5229\u7528\u3057\u307e\u3059\u3002\u4e88\u6e2c\u7d50\u679c\u3092\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u8868\u793a\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u767a\u6ce8\u3001\u8981\u54e1\u914d\u7f6e\u3001\u8a2d\u5099\u70b9\u691c\u306a\u3069\u306e\u696d\u52d9\u30a2\u30af\u30b7\u30e7\u30f3\u306b\u3064\u306a\u3052\u308b\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u5c0e\u5165\u306e\u52b9\u679c\u3092\u6e2c\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u4e88\u6e2c\u8aa4\u5dee\u3001\u6b20\u54c1\u7387\u3001\u5ec3\u68c4\u984d\u3001\u4f5c\u696d\u6642\u9593\u306a\u3069\u3001\u73fe\u5834\u304c\u7406\u89e3\u3067\u304d\u308bKPI\u3092\u7f6e\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

Google Cloud\u306e\u516c\u5f0f\u5c0e\u5165\u4e8b\u4f8b\u3067\u306f\u3001\u88fd\u9020\u73fe\u5834\u306e\u9700\u8981\u4e88\u6e2c\u306bBigQuery\u3068Vertex AI\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u670840\u6642\u9593\u304b\u304b\u3063\u3066\u3044\u305f\u7b97\u51fa\u309210\u5206\u306b\u77ed\u7e2e\u3057\u3001\u6750\u6599\u5ec3\u68c4\u984d\u3092\u6570\u767e\u4e07\u5186\u898f\u6a21\u304b\u3089\u670810\u4e07\u5186\u4ee5\u4e0b\u3078\u524a\u6e1b\u3057\u305f\u4e8b\u4f8b\u304c\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u51fa\u5178: Google Cloud\u516c\u5f0f\u5c0e\u5165\u4e8b\u4f8b\u30012026\u5e74\u78ba\u8a8d\uff09\u3002\u6570\u5b57\u3092\u305d\u306e\u307e\u307e\u81ea\u793e\u306e\u6210\u679c\u3068\u3057\u3066\u671f\u5f85\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5c0e\u5165\u524d\u306e\u4f5c\u696d\u6642\u9593\u3084\u5ec3\u68c4\u984d\u3092\u8a08\u6e2c\u3057\u3066\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u6587\u66f8\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u3092\u6271\u3046\u696d\u52d9\u30b7\u30b9\u30c6\u30e0<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

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\u3053\u306e\u65b9\u5f0f\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5f62\u5f0f\u304c\u5909\u308f\u308b\u983b\u5ea6\u3068\u3001\u8aa4\u308a\u304c\u696d\u52d9\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u91d1\u984d\u3001\u5951\u7d04\u671f\u9650\u3001\u533b\u7642\u30fb\u5b89\u5168\u306b\u95a2\u308f\u308b\u9805\u76ee\u306f\u3001AI\u306e\u7d50\u679c\u3092\u81ea\u52d5\u78ba\u5b9a\u305b\u305a\u3001\u4fe1\u983c\u5ea6\u304c\u4e00\u5b9a\u5024\u3092\u4e0b\u56de\u3063\u305f\u5834\u5408\u306b\u4eba\u3078\u56de\u3059\u8a2d\u8a08\u304c\u5b89\u5168\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3092\u4e00\u5ea6\u6e2c\u3063\u3066\u7d42\u308f\u308a\u306b\u305b\u305a\u3001\u5b9f\u969b\u306e\u8aa4\u8aad\u30c7\u30fc\u30bf\u3092\u8a55\u4fa1\u30bb\u30c3\u30c8\u306b\u8ffd\u52a0\u3057\u3066\u6539\u5584\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30c4\u30fc\u30eb\u9023\u643a\u578b\u306e\u696d\u52d9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u696d\u52d9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5728\u5eab\u3092\u78ba\u8a8d\u3059\u308b\u3001\u7533\u8acb\u5185\u5bb9\u3092\u691c\u8a3c\u3059\u308b\u3001\u5019\u88dc\u65e5\u3092\u63a2\u3059\u3001\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u306a\u3069\u3001\u8907\u6570\u306e\u51e6\u7406\u3092\u9806\u756a\u306b\u5b9f\u884c\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002Agent Studio\u3084Agent Engine\u306a\u3069\u306e\u6a5f\u80fd\u3092\u4f7f\u3044\u3001\u30e2\u30c7\u30eb\u306e\u63a8\u8ad6\u3068\u6c7a\u3081\u3089\u308c\u305f\u696d\u52d9API\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002\u81ea\u7531\u306b\u64cd\u4f5c\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5b9f\u884c\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3001\u5f15\u6570\u3001\u627f\u8a8d\u6761\u4ef6\u3001\u5b9f\u884c\u4e0a\u9650\u3092\u9650\u5b9a\u3059\u308b\u3053\u3068\u304c\u672c\u756a\u904b\u7528\u306e\u524d\u63d0\u3067\u3059\u3002<\/p>\n\n\n\n

\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5316\u304c\u5411\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u307e\u305f\u3044\u3067\u60c5\u5831\u3092\u96c6\u3081\u308b\u696d\u52d9\u3084\u3001\u62c5\u5f53\u8005\u304c\u5b9a\u578b\u7684\u306a\u78ba\u8a8d\u3092\u91cd\u306d\u308b\u696d\u52d9\u3067\u3059\u3002\u4e00\u65b9\u3001\u51e6\u7406\u624b\u9806\u304c\u5b8c\u5168\u306b\u56fa\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u901a\u5e38\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3084API\u9023\u643a\u306e\u65b9\u304c\u5b89\u304f\u3001\u7d50\u679c\u3082\u4e88\u6e2c\u3057\u3084\u3059\u3044\u3067\u3059\u3002AI\u3092\u4f7f\u3046\u3053\u3068\u3092\u76ee\u7684\u306b\u305b\u305a\u3001\u5224\u65ad\u304c\u5fc5\u8981\u306a\u90e8\u5206\u3060\u3051\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u4efb\u305b\u308b\u3068\u3001\u54c1\u8cea\u3068\u8cbb\u7528\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9<\/strong><\/h2>\n\n\n\n
\n
\n
\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

AI\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306f\u3001\u30e2\u30c7\u30eb\u3092\u9078\u3093\u3067\u753b\u9762\u3092\u4f5c\u308b\u3060\u3051\u3067\u306f\u5b8c\u4e86\u3057\u307e\u305b\u3093\u3002\u4f01\u753b\u3001\u30c7\u30fc\u30bf\u6e96\u5099\u3001PoC\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u7d71\u5408\u3001\u672c\u756a\u8a55\u4fa1\u3001\u904b\u7528\u6539\u5584\u3092\u6bb5\u968e\u306b\u5206\u3051\u3001\u5404\u6bb5\u968e\u3067\u7d99\u7d9a\u6761\u4ef6\u3092\u6c7a\u3081\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u6700\u521d\u304b\u3089\u5168\u793e\u5c55\u958b\u3092\u76ee\u6307\u3059\u3088\u308a\u3001\u4e00\u3064\u306e\u696d\u52d9\u3068\u4ee3\u8868\u7684\u306a\u30c7\u30fc\u30bf\u3067\u691c\u8a3c\u3057\u3001\u6210\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3092\u5e83\u3052\u308b\u65b9\u304c\u5931\u6557\u3092\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a><\/p>\n\n\n

\u4f01\u753b\u30fb\u8981\u4ef6\u5b9a\u7fa9\u3067\u6c7a\u3081\u308b\u3053\u3068<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

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\u6b21\u306b\u3001\u5bfe\u8c61\u30e6\u30fc\u30b6\u30fc\u3001\u5229\u7528\u30b7\u30fc\u30f3\u3001\u5165\u529b\u3068\u51fa\u529b\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3001\u8a31\u5bb9\u3055\u308c\u308b\u8aa4\u308a\u3001\u56de\u7b54\u3067\u304d\u306a\u3044\u5834\u5408\u306e\u5bfe\u5fdc\u3092RFP\u3084\u8981\u4ef6\u5b9a\u7fa9\u66f8\u306b\u8a18\u8f09\u3057\u307e\u3059\u3002RAG\u306e\u5834\u5408\u306f\u3001\u5bfe\u8c61\u6587\u66f8\u306e\u7a2e\u985e\u3001\u4ef6\u6570\u3001\u66f4\u65b0\u983b\u5ea6\u3001\u6a29\u9650\u3001\u4fdd\u5b58\u671f\u9593\u3001\u6b63\u89e3\u56de\u7b54\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5834\u5408\u306f\u3001\u547c\u3073\u51fa\u3059\u696d\u52d9API\u3001\u5b9f\u884c\u3067\u304d\u308b\u64cd\u4f5c\u3001\u627f\u8a8d\u304c\u5fc5\u8981\u306a\u64cd\u4f5c\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u4e0a\u9650\u984d\u3092\u660e\u6587\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

PoC\u3067\u691c\u8a3c\u3059\u308b\u9805\u76ee\u30683\u304b\u6708\u306e\u9032\u3081\u65b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

PoC\u306f\u300cAI\u304c\u56de\u7b54\u3067\u304d\u308b\u304b\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u672c\u756a\u3067\u7d99\u7d9a\u3067\u304d\u308b\u304b\u3092\u6e2c\u308b\u5834\u3067\u3059\u30021\u304b\u6708\u76ee\u306f\u30c7\u30fc\u30bf\u68da\u5378\u3057\u3068\u4ee3\u8868\u7684\u306a\u6b63\u89e3\u30c7\u30fc\u30bf\u306e\u4f5c\u6210\u30012\u304b\u6708\u76ee\u306f\u30e2\u30c7\u30eb\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u691c\u7d22\u65b9\u5f0f\u306e\u6bd4\u8f03\u30013\u304b\u6708\u76ee\u306f\u5b9f\u30e6\u30fc\u30b6\u30fc\u306b\u8fd1\u3044\u8a55\u4fa1\u3068\u8cbb\u7528\u30fb\u6a29\u9650\u30fb\u969c\u5bb3\u5bfe\u5fdc\u306e\u78ba\u8a8d\u306b\u5145\u3066\u307e\u3059\u3002\u6b63\u89e3\u30c7\u30fc\u30bf\u306b\u306f\u3001\u3088\u304f\u3042\u308b\u8cea\u554f\u3060\u3051\u3067\u306a\u304f\u3001\u66d6\u6627\u306a\u8cea\u554f\u3001\u60c5\u5831\u304c\u5b58\u5728\u3057\u306a\u3044\u8cea\u554f\u3001\u6a29\u9650\u5916\u306e\u8cea\u554f\u3001\u53e4\u3044\u6587\u66f8\u3092\u53c2\u7167\u3057\u305d\u3046\u306a\u8cea\u554f\u3082\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n

\u8a55\u4fa1\u6307\u6a19\u306f\u3001\u56de\u7b54\u306e\u6b63\u78ba\u3055\u3001\u6839\u62e0\u63d0\u793a\u7387\u3001\u56de\u7b54\u62d2\u5426\u306e\u59a5\u5f53\u6027\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30011\u30ea\u30af\u30a8\u30b9\u30c8\u3042\u305f\u308a\u306e\u8cbb\u7528\u3001\u5229\u7528\u8005\u306e\u518d\u8cea\u554f\u7387\u3001\u6709\u4eba\u5f15\u304d\u7d99\u304e\u7387\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306a\u3089\u3001\u6700\u7d42\u7684\u306a\u30bf\u30b9\u30af\u5b8c\u4e86\u7387\u3001\u8aa4\u3063\u305f\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3001\u9014\u4e2d\u3067\u6b62\u307e\u3063\u305f\u5272\u5408\u3001\u5b9f\u884c\u6642\u9593\u3082\u78ba\u8a8d\u3057\u307e\u3059\u3002\u5408\u683c\u57fa\u6e96\u3092\u5148\u306b\u6c7a\u3081\u3001\u57fa\u6e96\u3092\u6e80\u305f\u3055\u306a\u3044\u5834\u5408\u306f\u672c\u756a\u5316\u3092\u5ef6\u671f\u3059\u308b\u5224\u65ad\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u8a2d\u8a08\u30fb\u958b\u767a\u30fb\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u9023\u643a<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

PoC\u3067\u65b9\u5f0f\u304c\u6c7a\u307e\u3063\u305f\u3089\u3001\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u3001API\u3001\u8a8d\u8a3c\u3001\u6a29\u9650\u3001\u753b\u9762\u3001\u30a8\u30e9\u30fc\u51e6\u7406\u3001\u30ed\u30b0\u3001\u76e3\u8996\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u696d\u52d9\u753b\u9762\u306fCloud Run\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u57fa\u76e4\u3001\u30c7\u30fc\u30bf\u306fBigQuery\u3084Cloud Storage\u3001\u691c\u7d22\u306fRAG Engine\u3084Vector Search\u3001AI\u51e6\u7406\u306fVertex AI\u3068\u3044\u3046\u3088\u3046\u306b\u3001\u5f79\u5272\u3092\u5206\u3051\u308b\u3068\u4ea4\u63db\u3084\u62e1\u5f35\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u30e2\u30c7\u30eb\u3092\u5909\u66f4\u3057\u3066\u3082\u696d\u52d9API\u3084UI\u3092\u5927\u304d\u304f\u5909\u3048\u305a\u306b\u6e08\u3080\u69cb\u9020\u304c\u671b\u307e\u3057\u3044\u3067\u3059\u3002<\/p>\n\n\n\n

\u958b\u767a\u3067\u306f\u3001AI\u304c\u751f\u6210\u3057\u305f\u30b3\u30fc\u30c9\u3084\u8a2d\u5b9a\u3092\u305d\u306e\u307e\u307e\u672c\u756a\u3078\u79fb\u884c\u3057\u306a\u3044\u3053\u3068\u3082\u91cd\u8981\u3067\u3059\u3002\u8a8d\u8a3c\u3001\u6a29\u9650\u3001\u5165\u529b\u691c\u8a3c\u3001\u500b\u4eba\u60c5\u5831\u306e\u30de\u30b9\u30ad\u30f3\u30b0\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u91cd\u8907\u5b9f\u884c\u9632\u6b62\u3001\u30b3\u30b9\u30c8\u4e0a\u9650\u306f\u3001\u4eba\u304c\u30ec\u30d3\u30e5\u30fc\u3057\u306a\u304c\u3089\u5b9f\u88c5\u3057\u307e\u3059\u3002\u7279\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30c4\u30fc\u30eb\u306f\u3001\u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f\u3092\u5206\u3051\u3001\u66f8\u304d\u8fbc\u307f\u64cd\u4f5c\u306b\u306f\u660e\u793a\u7684\u306a\u627f\u8a8d\u3092\u631f\u3080\u3068\u4e8b\u6545\u306e\u5f71\u97ff\u3092\u9650\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30c6\u30b9\u30c8\u30fb\u30ea\u30ea\u30fc\u30b9\u30fb\u6539\u5584\u904b\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30c6\u30b9\u30c8\u3067\u306f\u3001\u901a\u5e38\u30b1\u30fc\u30b9\u3060\u3051\u3067\u306a\u304f\u3001\u8aa4\u60c5\u5831\u3092\u542b\u3080\u5165\u529b\u3001\u60aa\u610f\u306e\u3042\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u6a29\u9650\u5916\u306e\u6587\u66f8\u3078\u306e\u8981\u6c42\u3001\u30e2\u30c7\u30eb\u3084\u691c\u7d22\u30b5\u30fc\u30d3\u30b9\u306e\u505c\u6b62\u3001API\u306e\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002RAG\u3067\u306f\u5f15\u7528\u3057\u305f\u6839\u62e0\u3068\u56de\u7b54\u304c\u4e00\u81f4\u3059\u308b\u304b\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u306f\u8a31\u53ef\u3057\u3066\u3044\u306a\u3044\u64cd\u4f5c\u3092\u5b9f\u884c\u3057\u306a\u3044\u304b\u3092\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002\u8ca0\u8377\u8a66\u9a13\u3067\u540c\u6642\u5229\u7528\u8005\u6570\u3068\u30ec\u30a4\u30c6\u30f3\u30b7\u3092\u6e2c\u308a\u3001\u4e88\u7b97\u4e0a\u9650\u3092\u8d85\u3048\u305f\u5834\u5408\u306e\u5236\u5fa1\u3082\u7528\u610f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u30ea\u30ea\u30fc\u30b9\u5f8c\u306f\u3001\u30e2\u30c7\u30eb\u306e\u66f4\u65b0\u3084\u6587\u66f8\u306e\u8ffd\u52a0\u306b\u3088\u3063\u3066\u54c1\u8cea\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u56de\u7b54\u30ed\u30b0\u3092\u4fdd\u5b58\u3059\u308b\u5834\u5408\u306f\u3001\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u306e\u6271\u3044\u3092\u6c7a\u3081\u3001\u8a55\u4fa1\u7528\u30c7\u30fc\u30bf\u3068\u904b\u7528\u30ed\u30b0\u3092\u5206\u3051\u307e\u3059\u3002\u6708\u6b21\u3067KPI\u3001\u5931\u6557\u4f8b\u3001\u5229\u7528\u8cbb\u3001\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u3001\u6a29\u9650\u30a8\u30e9\u30fc\u3092\u898b\u76f4\u3057\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u691c\u7d22\u8a2d\u5b9a\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002AI\u30b7\u30b9\u30c6\u30e0\u306f\u516c\u958b\u3057\u3066\u7d42\u308f\u308a\u3067\u306f\u306a\u304f\u3001\u7d99\u7d9a\u7684\u306a\u8a55\u4fa1\u3068\u6539\u5584\u3092\u542b\u3081\u3066\u904b\u7528\u8a2d\u8a08\u3092\u5b8c\u6210\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n

Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u8cbb\u7528\u76f8\u5834\u3068\u30b3\u30b9\u30c8\u5185\u8a33<\/strong><\/h2>\n\n\n\n
\n
\n
\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Google Vertex AI\u306e\u8cbb\u7528\u306f\u3001Google Cloud\u306e\u5229\u7528\u6599\u91d1\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u4f01\u753b\u30fb\u958b\u767a\u30fb\u30c7\u30fc\u30bf\u6574\u5099\u30fb\u8a55\u4fa1\u30fb\u4fdd\u5b88\u306e\u8cbb\u7528\u306b\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002API\u306e\u5358\u4fa1\u3060\u3051\u3092\u898b\u3066\u5b89\u3044\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u6574\u5f62\u3001\u6a29\u9650\u9023\u643a\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\u4f5c\u6210\u3001\u76e3\u8996\u3001\u73fe\u5834\u6559\u80b2\u306e\u8cbb\u7528\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u4e00\u822c\u7684\u306a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u76f8\u5834\u3092\u57fa\u790e\u306b\u3001AI\u56fa\u6709\u306e\u5de5\u6570\u3092\u52a0\u5473\u3057\u305f\u76ee\u5b89\u3067\u3042\u308a\u3001\u6b63\u5f0f\u306a\u898b\u7a4d\u3082\u308a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\n

\u521d\u671f\u958b\u767a\u8cbb\u7528\u306e\u76ee\u5b89<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6280\u8853\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u3067\u3001\u5bfe\u8c61\u696d\u52d9\u304c1\u3064\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304c1\u301c2\u500b\u3001\u7c21\u6613\u753b\u9762\u3067\u3042\u308c\u3070\u3001\u521d\u671f\u8cbb\u7528\u306f300\u4e07\u301c800\u4e07\u5186\u7a0b\u5ea6\u3001\u671f\u9593\u306f1\u301c3\u304b\u6708\u304c\u76ee\u5b89\u3067\u3059\u3002\u696d\u52d9\u90e8\u9580\u5411\u3051\u306eMVP\u3068\u3057\u3066SSO\u3001IAM\u3001\u6a29\u9650\u4ed8\u304d\u6587\u66f8\u691c\u7d22\u3001\u8a55\u4fa1\u753b\u9762\u3001Cloud Run\u306a\u3069\u3078\u306e\u5b9f\u88c5\u307e\u3067\u542b\u3081\u308b\u5834\u5408\u306f\u3001800\u4e07\u301c2,000\u4e07\u5186\u7a0b\u5ea6\u30013\u301c6\u304b\u6708\u304c\u76ee\u5b89\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u8907\u6570\u90e8\u9580\u306e\u30c7\u30fc\u30bf\u9023\u643a\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u6709\u4eba\u5f15\u304d\u7d99\u304e\u3001\u8ca0\u8377\u8a66\u9a13\u3001\u904b\u7528\u76e3\u8996\u3092\u542b\u3080\u672c\u756a\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u30012,000\u4e07\u301c5,000\u4e07\u5186\u7a0b\u5ea6\u30016\u301c12\u304b\u6708\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5168\u793e\u5229\u7528\u3001\u9ad8\u53ef\u7528\u6027\u3001\u707d\u5bb3\u5bfe\u7b56\u3001\u8907\u6570\u696d\u52d9\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u9023\u643a\u3001\u53b3\u683c\u306a\u30c7\u30fc\u30bf\u30ec\u30b8\u30c7\u30f3\u30b7\u30fc\u307e\u3067\u6c42\u3081\u308b\u5834\u5408\u306f\u30015,000\u4e07\u301c1\u5104\u5186\u4ee5\u4e0a\u306b\u306a\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002\u5bfe\u8c61\u30e6\u30fc\u30b6\u30fc\u6570\u3068\u9023\u643a\u5148\u304c\u5897\u3048\u308b\u307b\u3069\u3001AI\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u3088\u308a\u5468\u8fba\u30b7\u30b9\u30c6\u30e0\u306e\u5de5\u6570\u304c\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

Google Cloud\u5229\u7528\u6599\u3068\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Google Cloud\u5229\u7528\u6599\u306f\u3001\u30e2\u30c7\u30eb\u306e\u5165\u529b\u30fb\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u3001\u691c\u7d22\u3084\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3001\u57cb\u3081\u8fbc\u307f\u3001\u30c7\u30fc\u30bf\u4fdd\u7ba1\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5b9f\u884c\u3001\u30ed\u30b0\u3001\u76e3\u8996\u306a\u3069\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002\u6599\u91d1\u30da\u30fc\u30b8\u306e\u4f8b\u3067\u306f\u3001Gemini 2.5 Flash\u306e\u6a19\u6e96\u5165\u529b\u306f100\u4e07\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a0.30\u30c9\u30eb\u3001\u51fa\u529b\u306f2.50\u30c9\u30eb\u3001Gemini 2.5 Pro\u306f\u5165\u529b1.25\u30c9\u30eb\u3001\u51fa\u529b10\u30c9\u30eb\u3068\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u51fa\u5178: Google Cloud\u516c\u5f0f\u6599\u91d1\u30da\u30fc\u30b8\u30012026\u5e74\u78ba\u8a8d\uff09\u3002\u30e2\u30c7\u30eb\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u5951\u7d04\u3001\u5229\u7528\u30e2\u30fc\u30c9\u3067\u5909\u308f\u308b\u305f\u3081\u3001\u898b\u7a4d\u66f8\u306b\u306f\u78ba\u8a8d\u65e5\u3068\u5358\u4f4d\u3092\u6b8b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u305f\u3068\u3048\u3070\u30011\u304b\u6708\u306b\u5165\u529b100\u4e07\u30c8\u30fc\u30af\u30f3\u3068\u51fa\u529b100\u4e07\u30c8\u30fc\u30af\u30f3\u3092Gemini 2.5 Flash\u3067\u51e6\u7406\u3059\u308b\u5834\u5408\u3001\u30e2\u30c7\u30eb\u6599\u91d1\u3060\u3051\u306a\u30892.80\u30c9\u30eb\u3068\u3044\u3046\u8a08\u7b97\u306b\u306a\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u5b9f\u969b\u306b\u306f\u3001\u691c\u7d22\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3001Cloud Run\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30ed\u30b0\u3001\u76e3\u8996\u3001\u4fdd\u5b88\u304c\u52a0\u308f\u308a\u307e\u3059\u3002\u9577\u3044\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3084\u97f3\u58f0\u3001\u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u3001\u691c\u7d22\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3001\u5e38\u6642\u7a3c\u50cd\u306e\u63a8\u8ad6\u74b0\u5883\u3092\u4f7f\u3046\u3068\u3001\u5229\u7528\u91cf\u306b\u5fdc\u3058\u3066\u5897\u3048\u308b\u305f\u3081\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3068\u30c8\u30fc\u30af\u30f3\u6570\u306e\u4e0a\u9650\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u958b\u767a\u5f8c\u306e\u4fdd\u5b88\u8cbb\u306f\u3001\u521d\u671f\u958b\u767a\u8cbb\u306e\u5e74\u959315\u301c25%\u7a0b\u5ea6\u3092\u4eee\u7f6e\u304d\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u304c\u3001AI\u3067\u306f\u8a55\u4fa1\u30c7\u30fc\u30bf\u306e\u8ffd\u52a0\u3001\u30e2\u30c7\u30eb\u66f4\u65b0\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u6539\u5584\u3001\u6587\u66f8\u66f4\u65b0\u3001\u30b3\u30b9\u30c8\u76e3\u8996\u304c\u7d99\u7d9a\u7684\u306b\u767a\u751f\u3057\u307e\u3059\u3002\u56fa\u5b9a\u306e\u4fdd\u5b88\u8cbb\u3060\u3051\u3067\u306a\u304f\u3001\u6708\u9593\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3001\u30e2\u30c7\u30eb\u66f4\u65b0\u306e\u56de\u6570\u3001\u969c\u5bb3\u5bfe\u5fdc\u6642\u9593\u3001SLA\u3001\u8ffd\u52a0\u30c7\u30fc\u30bf\u767b\u9332\u306e\u5358\u4fa1\u307e\u3067\u78ba\u8a8d\u3059\u308b\u3068\u3001\u4e88\u7b97\u306e\u3076\u308c\u3092\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\u672c\u756a\u904b\u7528\u3067\u91cd\u8996\u3059\u3079\u304d\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u54c1\u8cea\u7ba1\u7406<\/strong><\/h2>\n\n\n\n
\n
\n
\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

AI\u30b7\u30b9\u30c6\u30e0\u306e\u54c1\u8cea\u306f\u3001\u30e2\u30c7\u30eb\u306e\u8ce2\u3055\u3060\u3051\u3067\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002\u5165\u529b\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3001\u691c\u7d22\u7d50\u679c\u3001\u6a29\u9650\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u696d\u52d9\u30eb\u30fc\u30eb\u3001\u753b\u9762\u8a2d\u8a08\u3001\u904b\u7528\u4f53\u5236\u304c\u9023\u9396\u3057\u3066\u7d50\u679c\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002\u7279\u306b\u793e\u5185\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u300c\u30af\u30e9\u30a6\u30c9\u3060\u304b\u3089\u5b89\u5168\u300d\u300cRAG\u3060\u304b\u3089\u60c5\u5831\u6f0f\u3048\u3044\u3057\u306a\u3044\u300d\u3068\u65ad\u5b9a\u305b\u305a\u3001\u6a5f\u80fd\u3054\u3068\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

IAM\u30fb\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u30fb\u30ed\u30b0<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6700\u4f4e\u9650\u3001\u30e6\u30fc\u30b6\u30fc\u3001\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u8005\u3001\u30e2\u30c7\u30eb\u7ba1\u7406\u8005\u306e\u6a29\u9650\u3092\u5206\u3051\u3001\u6700\u5c0f\u6a29\u9650\u3067\u8a2d\u5b9a\u3057\u307e\u3059\u3002RAG\u3067\u306f\u691c\u7d22\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u6bb5\u968e\u3060\u3051\u3067\u306a\u304f\u3001\u691c\u7d22\u7d50\u679c\u3092\u751f\u6210\u30e2\u30c7\u30eb\u3078\u6e21\u3059\u76f4\u524d\u306b\u3082\u6a29\u9650\u304c\u53cd\u6620\u3055\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002VPC Service Controls\u3001CMEK\u3001\u30c7\u30fc\u30bf\u30ec\u30b8\u30c7\u30f3\u30b7\u30fc\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u4fdd\u7ba1\u5834\u6240\u306f\u3001\u8981\u4ef6\u3068\u5951\u7d04\u306b\u5fdc\u3058\u3066\u63a1\u7528\u7bc4\u56f2\u3092\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n

Google Cloud\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001Vertex AI\u306e\u751f\u6210AI\u6a5f\u80fd\u306b\u30c7\u30fc\u30bf\u30ec\u30b8\u30c7\u30f3\u30b7\u30fc\u3001\u9867\u5ba2\u7ba1\u7406\u6697\u53f7\u9375\u3001VPC Service Controls\u306a\u3069\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5236\u5fa1\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u51fa\u5178: Google Cloud\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7ba1\u7406\u8cc7\u6599\u30012026\u5e74\u78ba\u8a8d\uff09\u3002\u305f\u3060\u3057\u3001\u3059\u3079\u3066\u306e\u30e2\u30c7\u30eb\u3084\u6a5f\u80fd\u304c\u540c\u3058\u6761\u4ef6\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Grounding with Google Search\u306a\u3069\u3001\u6a5f\u80fd\u306b\u3088\u3063\u3066\u4e00\u5b9a\u671f\u9593\u306e\u4fdd\u5b58\u6761\u4ef6\u304c\u3042\u308b\u305f\u3081\u3001\u30bc\u30ed\u30c7\u30fc\u30bf\u4fdd\u6301\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u5229\u7528\u6a5f\u80fd\u3054\u3068\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u8a55\u4fa1\u30fb\u89b3\u6e2c\u6027\u30fb\u6709\u4eba\u5bfe\u5fdc<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u751f\u6210AI\u306e\u8a55\u4fa1\u3067\u306f\u3001\u6b63\u89e3\u7387\u3060\u3051\u3067\u306a\u304f\u3001\u6839\u62e0\u306e\u6709\u7121\u3001\u5371\u967a\u306a\u56de\u7b54\u3001\u5dee\u5225\u7684\u306a\u8868\u73fe\u3001\u500b\u4eba\u60c5\u5831\u306e\u51fa\u529b\u3001\u62d2\u5426\u3059\u3079\u304d\u8cea\u554f\u3078\u306e\u5bfe\u5fdc\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u56de\u7b54\u306e\u54c1\u8cea\u3092\u4eba\u304c\u6bce\u56de\u8aad\u3080\u306e\u306f\u96e3\u3057\u3044\u305f\u3081\u3001\u4ee3\u8868\u7684\u306a\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u308a\u3001\u30e2\u30c7\u30eb\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5909\u66f4\u3059\u308b\u305f\u3073\u306b\u540c\u3058\u6761\u4ef6\u3067\u6bd4\u8f03\u3057\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u306f\u3001\u5404\u30b9\u30c6\u30c3\u30d7\u306e\u5165\u529b\u3001\u63a8\u8ad6\u7d50\u679c\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3001\u5b9f\u884c\u6642\u9593\u3001\u5931\u6557\u7406\u7531\u3092\u8ffd\u8de1\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u56de\u7b54\u306b\u81ea\u4fe1\u304c\u306a\u3044\u5834\u5408\u3001\u53c2\u7167\u6587\u66f8\u304c\u306a\u3044\u5834\u5408\u3001\u6a29\u9650\u3092\u78ba\u8a8d\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3001\u7121\u7406\u306b\u751f\u6210\u305b\u305a\u300c\u62c5\u5f53\u8005\u3078\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u8fd4\u3059\u8a2d\u8a08\u304c\u6709\u52b9\u3067\u3059\u3002\u554f\u3044\u5408\u308f\u305b\u3092\u62c5\u5f53\u8005\u3078\u5f15\u304d\u7d99\u3050\u30dc\u30bf\u30f3\u3001\u56de\u7b54\u306e\u6839\u62e0\u3092\u78ba\u8a8d\u3059\u308b\u753b\u9762\u3001\u8aa4\u56de\u7b54\u306e\u5831\u544a\u6a5f\u80fd\u3092\u7528\u610f\u3059\u308b\u3068\u3001\u73fe\u5834\u304cAI\u3092\u76e3\u7763\u3057\u306a\u304c\u3089\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u6700\u7d42\u7684\u306a\u8cac\u4efb\u8005\u3001\u969c\u5bb3\u6642\u306e\u9023\u7d61\u5148\u3001\u56de\u7b54\u3092\u505c\u6b62\u3059\u308b\u624b\u9806\u3092\u904b\u7528\u30eb\u30fc\u30eb\u306b\u5b9a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n

Google Vertex AI\u306e\u958b\u767a\u4f1a\u793e\u30fb\u30b5\u30fc\u30d3\u30b9\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n
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\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u958b\u767a\u4f1a\u793e\u3084\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30e2\u30c7\u30eb\u540d\u306e\u77e5\u8b58\u3060\u3051\u3067\u306a\u304f\u3001\u696d\u52d9\u30c7\u30fc\u30bf\u3092\u5b89\u5168\u306b\u672c\u756a\u904b\u7528\u3067\u304d\u308b\u304b\u3067\u9078\u3073\u307e\u3059\u3002\u63d0\u6848\u66f8\u306b\u304d\u308c\u3044\u306a\u30c7\u30e2\u304c\u3042\u3063\u3066\u3082\u3001\u81ea\u793e\u306e\u6587\u66f8\u3001\u6a29\u9650\u3001\u65e2\u5b58API\u3001\u904b\u7528\u4f53\u5236\u306b\u63a5\u7d9a\u3067\u304d\u306a\u3051\u308c\u3070\u6210\u679c\u306b\u306f\u3064\u306a\u304c\u308a\u307e\u305b\u3093\u3002\u6bd4\u8f03\u6642\u306f\u3001PoC\u306e\u6210\u529f\u6761\u4ef6\u3068\u672c\u756a\u5316\u306e\u8cac\u4efb\u7bc4\u56f2\u3092\u6700\u521d\u304b\u3089\u5206\u3051\u3066\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u6280\u8853\u529b\u3068\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3059\u308b\u8cea\u554f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u307e\u305a\u3001Google Cloud\u3084Vertex AI\u306e\u8a8d\u5b9a\u30fb\u5c02\u9580\u30c1\u30fc\u30e0\u3060\u3051\u3067\u306a\u304f\u3001RAG\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u3001MLOps\u3001BigQuery\u306a\u3069\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u5b9f\u88c5\u3057\u305f\u7d4c\u9a13\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u5b9f\u7e3e\u7d39\u4ecb\u3067\u306f\u3001\u5229\u7528\u30e2\u30c7\u30eb\u3084\u753b\u9762\u3060\u3051\u3067\u306a\u304f\u3001\u5c0e\u5165\u524d\u306e\u8ab2\u984c\u3001\u5bfe\u8c61\u30c7\u30fc\u30bf\u3001\u30e6\u30fc\u30b6\u30fc\u6570\u3001KPI\u3001\u8aa4\u56de\u7b54\u5bfe\u7b56\u3001\u30ea\u30ea\u30fc\u30b9\u5f8c\u306e\u6539\u5584\u307e\u3067\u805e\u304d\u307e\u3059\u3002\u5b88\u79d8\u7fa9\u52d9\u3067\u793e\u540d\u3092\u51fa\u305b\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u696d\u754c\u3001\u898f\u6a21\u3001\u69cb\u6210\u3001\u6210\u679c\u6307\u6a19\u3092\u8aac\u660e\u3067\u304d\u308b\u304b\u304c\u5224\u65ad\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u9762\u8ac7\u3067\u306f\u3001\u300c\u6a29\u9650\u5916\u306e\u6587\u66f8\u304c\u691c\u7d22\u3055\u308c\u306a\u3044\u4ed5\u7d44\u307f\u306f\u3069\u3053\u306b\u5b9f\u88c5\u3059\u308b\u304b\u300d\u300c\u6b63\u89e3\u30c7\u30fc\u30bf\u306f\u8ab0\u304c\u4f5c\u308b\u304b\u300d\u300c\u30e2\u30c7\u30eb\u5909\u66f4\u6642\u306e\u56de\u5e30\u30c6\u30b9\u30c8\u306f\u3069\u3046\u3059\u308b\u304b\u300d\u300c\u6708\u984d\u5229\u7528\u6599\u306e\u4e0a\u9650\u3092\u3069\u3046\u5236\u5fa1\u3059\u308b\u304b\u300d\u300c\u969c\u5bb3\u6642\u306b\u3069\u306e\u6a5f\u80fd\u3092\u6b62\u3081\u308b\u304b\u300d\u3068\u8cea\u554f\u3057\u307e\u3059\u3002\u56de\u7b54\u304cAI\u30e2\u30c7\u30eb\u306e\u8aac\u660e\u3060\u3051\u306b\u504f\u308b\u5834\u5408\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u904b\u7528\u306e\u7d4c\u9a13\u3092\u8ffd\u52a0\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u898b\u7a4d\u30fb\u5951\u7d04\u30fb\u904b\u7528\u4f53\u5236\u306e\u6bd4\u8f03<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u898b\u7a4d\u3082\u308a\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u6574\u5099\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3001\u691c\u7d22\u57fa\u76e4\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30c6\u30b9\u30c8\u3001\u6559\u80b2\u3001\u4fdd\u5b88\u306b\u5206\u3051\u3066\u8a18\u8f09\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002\u300cAI\u6a5f\u80fd\u4e00\u5f0f\u300d\u306e\u3088\u3046\u306a\u9805\u76ee\u3057\u304b\u306a\u3044\u63d0\u6848\u306f\u3001\u5f8c\u304b\u3089\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u3067\u3059\u3002\u521d\u671f\u8cbb\u7528\u3001Google Cloud\u306e\u5f93\u91cf\u8ab2\u91d1\u3001\u6708\u6b21\u4fdd\u5b88\u3001\u30e2\u30c7\u30eb\u66f4\u65b0\u3001\u8ffd\u52a0\u30c7\u30fc\u30bf\u3001\u969c\u5bb3\u5bfe\u5fdc\u3092\u5206\u3051\u308b\u3068\u6bd4\u8f03\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u5951\u7d04\u3067\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3001IaC\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\u3001\u30ed\u30b0\u3001\u751f\u6210\u7269\u306e\u5229\u7528\u7bc4\u56f2\u3001\u77e5\u7684\u8ca1\u7523\u3001\u518d\u59d4\u8a17\u3001\u30c7\u30fc\u30bf\u524a\u9664\u3001\u7d42\u4e86\u6642\u306e\u79fb\u884c\u65b9\u6cd5\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002PoC\u3060\u3051\u3092\u62c5\u5f53\u3059\u308b\u306e\u304b\u3001\u672c\u756a\u306eSLA\u3084\u76e3\u8996\u307e\u3067\u62c5\u5f53\u3059\u308b\u306e\u304b\u3082\u91cd\u8981\u3067\u3059\u3002\u7d0d\u54c1\u6642\u306e\u5b8c\u6210\u6761\u4ef6\u3092\u300c\u753b\u9762\u304c\u52d5\u304f\u300d\u3067\u306f\u306a\u304f\u3001\u56de\u7b54\u54c1\u8cea\u3001\u6a29\u9650\u3001\u8cbb\u7528\u4e0a\u9650\u3001\u969c\u5bb3\u5bfe\u5fdc\u3001\u904b\u7528\u5f15\u304d\u7d99\u304e\u3092\u542b\u3080\u53d7\u3051\u5165\u308c\u57fa\u6e96\u3068\u3057\u3066\u5b9a\u3081\u307e\u3059\u3002<\/p>\n\n\n

\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n

\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\n

\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n
\n
\n
\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Google Vertex AI\u3092\u4f7f\u3063\u305f\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u306f\u3001\u6599\u91d1\u3001\u65e2\u5b58\u306e\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9055\u3044\u3001\u793e\u5185\u30c7\u30fc\u30bf\u306e\u5b89\u5168\u6027\u306b\u3064\u3044\u3066\u591a\u304f\u306e\u8cea\u554f\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4f01\u753b\u6bb5\u968e\u3067\u7279\u306b\u78ba\u8a8d\u3055\u308c\u3084\u3059\u30443\u3064\u306e\u7591\u554f\u306b\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

Google Vertex AI\u3068\u4e00\u822c\u7684\u306a\u751f\u6210AI API\u306f\u4f55\u304c\u9055\u3044\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u4e00\u822c\u7684\u306a\u751f\u6210AI API\u304c\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3059\u6a5f\u80fd\u3092\u4e2d\u5fc3\u3068\u3059\u308b\u306e\u306b\u5bfe\u3057\u3001Vertex AI\u306f\u30e2\u30c7\u30eb\u306e\u9078\u629e\u3001\u8a55\u4fa1\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u6a29\u9650\u3001\u76e3\u8996\u3001\u672c\u756a\u904b\u7528\u307e\u3067\u3092Google Cloud\u306e\u30b5\u30fc\u30d3\u30b9\u7fa4\u3068\u7d44\u307f\u5408\u308f\u305b\u3084\u3059\u3044\u70b9\u304c\u9055\u3044\u3067\u3059\u3002\u3059\u3067\u306bGoogle Cloud\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u3084IAM\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u4f01\u696d\u3001\u76e3\u67fb\u3084\u904b\u7528\u7ba1\u7406\u304c\u5fc5\u8981\u306a\u4f01\u696d\u307b\u3069\u3001\u7d71\u5408\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u5f97\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\n\n\n\n

\n

Google Vertex AI\u306ePoC\u306f\u4f55\u304b\u6708\u3067\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5bfe\u8c61\u696d\u52d9\u304c1\u3064\u3067\u3001\u30c7\u30fc\u30bf\u304c\u6574\u7406\u3055\u308c\u3001\u7c21\u6613\u753b\u9762\u3067\u691c\u8a3c\u3059\u308b\u3060\u3051\u306a\u30891\u301c3\u304b\u6708\u7a0b\u5ea6\u304c\u76ee\u5b89\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u671f\u9593\u306f\u30e2\u30c7\u30eb\u306e\u9078\u5b9a\u3088\u308a\u3082\u3001\u30c7\u30fc\u30bf\u306e\u6a29\u9650\u6574\u7406\u3001\u6b63\u89e3\u30c7\u30fc\u30bf\u4f5c\u6210\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u63a5\u7d9a\u3001\u8a55\u4fa1\u306b\u5de6\u53f3\u3055\u308c\u307e\u3059\u30023\u304b\u6708\u3067\u672c\u756a\u5316\u307e\u3067\u5b8c\u4e86\u3059\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u306a\u3044\u305f\u3081\u3001PoC\u5f8c\u306eMVP\u3084\u904b\u7528\u8a2d\u8a08\u306e\u671f\u9593\u3082\u5225\u306b\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u793e\u5185\u30c7\u30fc\u30bf\u3092Google Vertex AI\u306b\u5165\u529b\u3057\u3066\u3082\u5b89\u5168\u3067\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5b89\u5168\u6027\u306f\u3001\u5229\u7528\u3059\u308b\u30e2\u30c7\u30eb\u3001\u6a5f\u80fd\u3001\u8a2d\u5b9a\u3001\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3001\u6a29\u9650\u8a2d\u8a08\u306b\u3088\u3063\u3066\u5909\u308f\u308b\u305f\u3081\u3001\u4e00\u5f8b\u306b\u5b89\u5168\u3068\u306f\u8a00\u3048\u307e\u305b\u3093\u3002Google Cloud\u516c\u5f0f\u8cc7\u6599\u3067\u306f\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u5236\u9650\u3084\u3001\u6a5f\u80fd\u5225\u306e\u4fdd\u5b58\u6761\u4ef6\u3001IAM\u3001CMEK\u3001VPC Service Controls\u306a\u3069\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u691c\u7d22\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3084\u30ad\u30e3\u30c3\u30b7\u30e5\u306a\u3069\u306b\u306f\u500b\u5225\u6761\u4ef6\u304c\u3042\u308a\u307e\u3059\u3002\u6a5f\u5bc6\u533a\u5206\u3001\u4fdd\u5b58\u671f\u9593\u3001\u30ed\u30b0\u306e\u30de\u30b9\u30ad\u30f3\u30b0\u3001\u5229\u7528\u6a5f\u80fd\u306e\u6761\u4ef6\u3092\u78ba\u8a8d\u3057\u3001\u5fc5\u8981\u306a\u3089\u6a5f\u5bc6\u60c5\u5831\u3092\u5165\u529b\u3057\u306a\u3044\u7d4c\u8def\u3084\u6709\u4eba\u78ba\u8a8d\u3092\u8a2d\u3051\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u3068\u3081<\/strong><\/h2>\n\n\n\n
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\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n
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\u6700\u521d\u306b\u6c7a\u3081\u308b\u3079\u304d\u696d\u52d9KPI\u3068\u30c7\u30fc\u30bf\u6761\u4ef6<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u306f\u3001\u30e2\u30c7\u30eb\u3092\u9078\u3076\u524d\u306b\u3001\u6539\u5584\u3057\u305f\u3044\u696d\u52d9KPI\u3068\u30c7\u30fc\u30bf\u306e\u5229\u7528\u6761\u4ef6\u3092\u6c7a\u3081\u307e\u3059\u3002\u6d3b\u7528\u30d1\u30bf\u30fc\u30f3\u306f\u3001\u793e\u5185\u691c\u7d22\u30fbRAG\u3001\u9700\u8981\u4e88\u6e2c\u30fb\u7570\u5e38\u691c\u77e5\u3001\u6587\u66f8\u3084\u753b\u50cf\u306e\u7406\u89e3\u3001\u30c4\u30fc\u30eb\u9023\u643a\u578b\u306e\u696d\u52d9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6574\u7406\u3067\u304d\u3001\u5b9a\u578b\u51e6\u7406\u306a\u3089\u65e2\u5b58\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3001\u77e5\u8b58\u691c\u7d22\u306a\u3089RAG\u3001\u4e88\u6e2c\u306a\u3089AutoML\u3084\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3068\u3044\u3046\u3088\u3046\u306b\u9069\u3057\u305f\u65b9\u5f0f\u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n\n\n\n

\n

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