{"id":39778,"date":"2026-08-08T07:53:37","date_gmt":"2026-08-07T22:53:37","guid":{"rendered":"https:\/\/www.ripla.co.jp\/blog\/?p=39778"},"modified":"2026-08-08T07:53:37","modified_gmt":"2026-08-07T22:53:37","slug":"google-vertex-ai-cost","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/system\/google-vertex-ai-cost\/","title":{"rendered":"Google 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"},"content":{"rendered":"\n

Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u8cbb\u7528\u306f\u3001\u6280\u8853\u691c\u8a3c\u306a\u3089300\u4e07\u301c800\u4e07\u5186\u3001\u696d\u52d9\u90e8\u9580\u5411\u3051\u306eMVP\u306a\u3089800\u4e07\u301c2,000\u4e07\u5186\u3001\u672c\u756a\u904b\u7528\u307e\u3067\u542b\u3080\u90e8\u9580\u6a2a\u65ad\u578b\u306a\u30892,000\u4e07\u301c5,000\u4e07\u5186\u304c\u4e00\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002<\/p>\n\n\n\n

\u305f\u3060\u3057\u3001\u3053\u308c\u306fVertex AI\u306eAPI\u6599\u91d1\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u6574\u5099\u3001\u753b\u9762\u3084\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u3001\u8a8d\u8a3c\u30fb\u6a29\u9650\u3001AI\u306e\u8a55\u4fa1\u3001\u76e3\u8996\u3001\u904b\u7528\u4fdd\u5b88\u307e\u3067\u542b\u3081\u3066\u8003\u3048\u305f\u958b\u767a\u8cbb\u306e\u30ec\u30f3\u30b8\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u767a\u751f\u3059\u308b\u8cbb\u7528\u306e\u5185\u8a33\u3001\u516c\u5f0f\u6599\u91d1\u306e\u8aad\u307f\u65b9\u3001\u4fa1\u683c\u304c\u5909\u52d5\u3059\u308b\u8981\u56e0\u3001\u898b\u7a4d\u3082\u308a\u3067\u78ba\u8a8d\u3059\u3079\u304d\u9805\u76ee\u3001\u30b3\u30b9\u30c8\u3092\u6291\u3048\u308b\u9032\u3081\u65b9\u3092\u30012026\u5e748\u6708\u6642\u70b9\u306e\u516c\u958b\u60c5\u5831\u3068\u5c0e\u5165\u4e8b\u4f8b\u3092\u3082\u3068\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u25bc\u5168\u4f53\u30ac\u30a4\u30c9\u306e\u8a18\u4e8b
\u30fbGoogle Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n\n

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

Google Vertex AI\u306f\u3001Gemini\u306a\u3069\u306e\u57fa\u76e4\u30e2\u30c7\u30eb\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u3001\u30c7\u30d7\u30ed\u30a4\u74b0\u5883\u3001\u8a55\u4fa1\u30fb\u76e3\u8996\u3092Google Cloud\u4e0a\u3067\u7d44\u307f\u5408\u308f\u305b\u308b\u305f\u3081\u306e\u30de\u30cd\u30fc\u30b8\u30c9AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u30022026\u5e74\u6642\u70b9\u3067\u306f\u516c\u5f0f\u30da\u30fc\u30b8\u306e\u540d\u79f0\u304cAgent Platform\u3078\u79fb\u884c\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u65e5\u672c\u8a9e\u306e\u691c\u7d22\u3084\u65e2\u5b58\u306e\u5c0e\u5165\u60c5\u5831\u3067\u306f\u300cVertex AI\u300d\u3068\u3044\u3046\u547c\u3073\u65b9\u304c\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u73fe\u884c\u306eAgent Platform\u7cfb\u30b5\u30fc\u30d3\u30b9\u3092\u542b\u3080Vertex AI\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u57fa\u76e4\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u751f\u6210AI\u6a5f\u80fd<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u751f\u6210AI\u3092\u4f7f\u3046\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001Gemini\u306b\u3088\u308b\u6587\u7ae0\u751f\u6210\u3001\u8981\u7d04\u3001\u5206\u985e\u3001\u60c5\u5831\u62bd\u51fa\u3001\u753b\u50cf\u3084\u97f3\u58f0\u306e\u7406\u89e3\u3001\u30b3\u30fc\u30c9\u751f\u6210\u306a\u3069\u3092\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002\u5358\u7d14\u306a\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u3060\u3051\u3067\u306a\u304f\u3001Cloud Run\u306a\u3069\u306eAPI\u3001\u696d\u52d9\u753b\u9762\u3001\u8a8d\u8a3c\u6a5f\u80fd\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u63a5\u7d9a\u3057\u3066\u521d\u3081\u3066\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u9ad8\u6027\u80fd\u306aPro\u3001\u51e6\u7406\u901f\u5ea6\u3068\u8cbb\u7528\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308a\u3084\u3059\u3044Flash\u3001\u3088\u308a\u4f4e\u4fa1\u683c\u306aFlash-Lite\u306a\u3069\u3092\u3001\u51e6\u7406\u306e\u96e3\u3057\u3055\u3084\u8a31\u5bb9\u3067\u304d\u308b\u5fdc\u7b54\u6642\u9593\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u308b\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\n

RAG\u30fb\u691c\u7d22\u30fb\u696d\u52d9\u30c7\u30fc\u30bf\u9023\u643a<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u793e\u5185\u898f\u7a0b\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u3001FAQ\u3001\u56f3\u9762\u3001\u5546\u54c1\u60c5\u5831\u306a\u3069\u3092\u56de\u7b54\u306b\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3084Vertex AI Search\u3001Vector Search\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002\u6587\u66f8\u3092\u683c\u7d0d\u3059\u308bCloud Storage\u3084BigQuery\u3001\u691c\u7d22\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3001\u56de\u7b54\u3092\u751f\u6210\u3059\u308bGemini\u3001\u696d\u52d9\u753b\u9762\u3092\u3064\u306a\u304e\u3001\u3055\u3089\u306b\u5229\u7528\u8005\u306e\u6a29\u9650\u304c\u691c\u7d22\u7d50\u679c\u306b\u53cd\u6620\u3055\u308c\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3057\u307e\u3059\u3002Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u8cbb\u7528\u304c\u5927\u304d\u304f\u306a\u308a\u3084\u3059\u3044\u306e\u306f\u3001\u30e2\u30c7\u30eb\u547c\u3073\u51fa\u3057\u3088\u308a\u3082\u3001\u3053\u3046\u3057\u305f\u30c7\u30fc\u30bf\u52a0\u5de5\u3001\u6a29\u9650\u9023\u643a\u3001\u8a55\u4fa1\u7528\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u306b\u5de5\u6570\u304c\u304b\u304b\u308b\u305f\u3081\u3067\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
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\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u8cbb\u7528\u3092\u6291\u3048\u306a\u304c\u3089\u672c\u756a\u3067\u4f7f\u3048\u308b\u30b7\u30b9\u30c6\u30e0\u306b\u3059\u308b\u306b\u306f\u3001\u6700\u521d\u304b\u3089\u5168\u793e\u5c55\u958b\u3092\u76ee\u6307\u3055\u305a\u3001\u8ab2\u984c\u3068\u30c7\u30fc\u30bf\u3092\u7d5e\u3063\u3066\u6bb5\u968e\u7684\u306b\u9032\u3081\u307e\u3059\u3002AI\u306e\u7cbe\u5ea6\u3060\u3051\u3092\u691c\u8a3c\u3059\u308b\u3068\u3001\u672c\u756a\u306e\u6a29\u9650\u3084\u696d\u52d9\u30d5\u30ed\u30fc\u3067\u4f5c\u308a\u76f4\u3057\u306b\u306a\u308b\u305f\u3081\u3001PoC\u306e\u6bb5\u968e\u304b\u3089\u5229\u7528\u8005\u3001\u30c7\u30fc\u30bf\u3001\u8a55\u4fa1\u65b9\u6cd5\u3001\u969c\u5bb3\u6642\u306e\u5bfe\u5fdc\u307e\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u8981\u4ef6\u5b9a\u7fa9\u3068\u696d\u52d9KPI\u306e\u8a2d\u5b9a<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6700\u521d\u306b\u300cAI\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u300d\u3067\u306f\u306a\u304f\u3001\u89e3\u6c7a\u3057\u305f\u3044\u696d\u52d9\u8ab2\u984c\u3092\u6c7a\u3081\u307e\u3059\u3002\u793e\u5185\u554f\u3044\u5408\u308f\u305b\u306e\u56de\u7b54\u6642\u9593\u3001\u6587\u66f8\u691c\u7d22\u306b\u304b\u304b\u308b\u6642\u9593\u3001\u9700\u8981\u4e88\u6e2c\u306e\u8aa4\u5dee\u3001\u691c\u67fb\u5de5\u7a0b\u306e\u51e6\u7406\u6642\u9593\u3001EC\u691c\u7d22\u304b\u3089\u306e\u6210\u7d04\u7387\u306a\u3069\u3001\u696d\u52d9\u306e\u6210\u679c\u306b\u8fd1\u3044KPI\u3092\u7f6e\u304d\u307e\u3059\u3002\u56de\u7b54\u306e\u6b63\u89e3\u7387\u3060\u3051\u3092\u8ffd\u3046\u3068\u3001\u6b63\u3057\u3044\u56de\u7b54\u3067\u3082\u9045\u3059\u304e\u308b\u3001\u6839\u62e0\u3092\u8868\u793a\u3067\u304d\u306a\u3044\u3001\u62c5\u5f53\u8005\u304c\u627f\u8a8d\u3057\u306a\u3044\u3068\u4f7f\u3048\u306a\u3044\u3068\u3044\u3063\u305f\u554f\u984c\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

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\u30c7\u30fc\u30bf\u68da\u5378\u3057\u3068\u5c0f\u898f\u6a21PoC<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6b21\u306b\u3001\u5229\u7528\u3059\u308b\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3001\u66f4\u65b0\u983b\u5ea6\u3001\u5f62\u5f0f\u3001\u6a5f\u5bc6\u533a\u5206\u3001\u7ba1\u7406\u8005\u3001\u6b20\u640d\u3084\u91cd\u8907\u306e\u6709\u7121\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u793e\u5185\u6587\u66f8\u691c\u7d22\u306a\u3089\u3001\u6587\u66f8\u3092\u305f\u3060\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u53e4\u3044\u7248\u306e\u6587\u66f8\u3092\u9664\u5916\u3057\u3001\u7ae0\u3084\u8868\u306e\u69cb\u9020\u3092\u4fdd\u3063\u305f\u307e\u307e\u5206\u5272\u3057\u3001\u90e8\u7f72\u3084\u5f79\u8077\u3054\u3068\u306e\u95b2\u89a7\u6a29\u9650\u3092\u691c\u7d22\u7d50\u679c\u307e\u3067\u4f1d\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4ee3\u8868\u7684\u306a\u8cea\u554f\u3068\u5931\u6557\u3057\u3084\u3059\u3044\u8cea\u554f\u3092\u8a55\u4fa1\u30c7\u30fc\u30bf\u306b\u3057\u3066\u3001\u56de\u7b54\u54c1\u8cea\u3001\u6839\u62e0\u63d0\u793a\u7387\u3001\u62d2\u5426\u3059\u3079\u304d\u8cea\u554f\u3078\u306e\u5bfe\u5fdc\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30011\u30ea\u30af\u30a8\u30b9\u30c8\u5358\u4fa1\u3092\u6e2c\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

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\u672c\u756a\u5316\u3068\u7d99\u7d9a\u904b\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

PoC\u3067\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u3089\u3001SSO\u3084IAM\u3001\u76e3\u67fb\u30ed\u30b0\u3001API\u306e\u30a8\u30e9\u30fc\u51e6\u7406\u3001\u8ca0\u8377\u8a66\u9a13\u3001\u30e2\u30c7\u30eb\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3092\u52a0\u3048\u3066\u672c\u756a\u5316\u3057\u307e\u3059\u3002\u751f\u6210AI\u3067\u306f\u30e2\u30c7\u30eb\u66f4\u65b0\u306b\u3088\u3063\u3066\u56de\u7b54\u50be\u5411\u304c\u5909\u308f\u308b\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3001\u516c\u958b\u5f8c\u3082\u8a55\u4fa1\u30c7\u30fc\u30bf\u3092\u5b9a\u671f\u7684\u306b\u5b9f\u884c\u3057\u3001\u54c1\u8cea\u4f4e\u4e0b\u3092\u691c\u77e5\u3059\u308b\u4ed5\u7d44\u307f\u304c\u5fc5\u8981\u3067\u3059\u3002\u5229\u7528\u8005\u304c\u56de\u7b54\u3092\u4fe1\u983c\u3067\u304d\u306a\u3044\u5834\u5408\u3084\u3001AI\u304c\u5224\u65ad\u3067\u304d\u306a\u3044\u5834\u5408\u306b\u3001\u62c5\u5f53\u8005\u3078\u5f15\u304d\u7d99\u3050\u696d\u52d9\u30d5\u30ed\u30fc\u3082\u958b\u767a\u8cbb\u306e\u898b\u7a4d\u3082\u308a\u306b\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n

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

Google Vertex AI\u3092\u5229\u7528\u3057\u305f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3057\u305f\u516c\u7684\u306a\u4e00\u5f8b\u76f8\u5834\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4ee5\u4e0b\u306e\u91d1\u984d\u306f\u3001\u4e00\u822c\u7684\u306a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u76f8\u5834\u306b\u3001Vertex AI\u7279\u6709\u306e\u30c7\u30fc\u30bf\u6574\u5099\u3001\u8a55\u4fa1\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001MLOps\u306e\u5de5\u6570\u3092\u52a0\u5473\u3057\u305f\u7de8\u96c6\u4e0a\u306e\u63a8\u5b9a\u3067\u3059\u3002\u6b63\u78ba\u306a\u898b\u7a4d\u3082\u308a\u306b\u306f\u3001\u5bfe\u8c61\u30c7\u30fc\u30bf\u3001\u5229\u7528\u8005\u6570\u3001\u9023\u643a\u5148\u3001\u51e6\u7406\u91cf\u3001\u53ef\u7528\u6027\u3001\u30ed\u30b0\u4fdd\u6301\u671f\u9593\u3001\u904b\u7528\u7bc4\u56f2\u3092\u78ba\u5b9a\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

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\u6280\u8853\u691c\u8a3c\u30fb\u5c0f\u898f\u6a21PoC\u306f300\u4e07\u301c800\u4e07\u5186<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

1\u3064\u306e\u696d\u52d9\u30011\u301c2\u500b\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3001\u7c21\u6613\u7684\u306a\u753b\u9762\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084RAG\u306e\u8a55\u4fa1\u306b\u7d5e\u308b\u5834\u5408\u3001\u521d\u671f\u8cbb\u7528\u306f300\u4e07\u301c800\u4e07\u5186\u304c\u76ee\u5b89\u3067\u3059\u3002\u671f\u9593\u306f1\u301c3\u304b\u6708\u7a0b\u5ea6\u3067\u3059\u304c\u3001\u65e2\u5b58\u6587\u66f8\u306e\u72b6\u614b\u304c\u60aa\u3044\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\u3092\u65b0\u305f\u306b\u4f5c\u308b\u3001\u500b\u4eba\u60c5\u5831\u3092\u542b\u3080\u305f\u3081\u533f\u540d\u5316\u304c\u5fc5\u8981\u3068\u3044\u3063\u305f\u6761\u4ef6\u3067\u306f\u3001\u77ed\u671f\u9593\u3067\u3082\u8cbb\u7528\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002PoC\u306e\u6210\u679c\u7269\u306b\u306f\u3001\u52d5\u304f\u30c7\u30e2\u3060\u3051\u3067\u306a\u304f\u3001\u7cbe\u5ea6\u3001\u5fdc\u7b54\u6642\u9593\u30011\u56de\u3042\u305f\u308a\u306e\u8cbb\u7528\u3001\u672c\u756a\u5316\u306b\u5fc5\u8981\u306a\u8ffd\u52a0\u6a5f\u80fd\u3092\u542b\u3081\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u696d\u52d9\u90e8\u9580\u5411\u3051MVP\u306f800\u4e07\u301c2,000\u4e07\u5186<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

SSO\u3084IAM\u3001\u8907\u6570\u306e\u6587\u66f8\u7f6e\u304d\u5834\u3068\u306e\u9023\u643a\u3001\u5229\u7528\u8005\u5411\u3051\u306e\u753b\u9762\u3001\u56de\u7b54\u5c65\u6b74\u3001\u8a55\u4fa1\u753b\u9762\u3001Cloud Run\u306a\u3069\u3078\u306e\u30c7\u30d7\u30ed\u30a4\u3092\u542b\u3080\u3068\u3001800\u4e07\u301c2,000\u4e07\u5186\u7a0b\u5ea6\u304c\u76ee\u5b89\u306b\u306a\u308a\u307e\u3059\u3002\u5bfe\u8c61\u3092\u4e00\u90e8\u9580\u306b\u9650\u5b9a\u3057\u3066\u3082\u3001\u6a29\u9650\u306e\u7d99\u627f\u3001\u30ed\u30b0\u306e\u4fdd\u5b58\u3001\u6709\u4eba\u5f15\u304d\u7d99\u304e\u3001\u5229\u7528\u72b6\u6cc1\u306e\u53ef\u8996\u5316\u307e\u3067\u884c\u3046\u3068\u3001\u5358\u306a\u308bAPI\u9023\u643a\u3088\u308a\u5de5\u6570\u304c\u5897\u3048\u307e\u3059\u3002\u671f\u9593\u306f3\u301c6\u304b\u6708\u7a0b\u5ea6\u3092\u898b\u8fbc\u307f\u3001\u696d\u52d9\u62c5\u5f53\u8005\u306e\u30ec\u30d3\u30e5\u30fc\u6642\u9593\u3082\u8a08\u753b\u306b\u5165\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u90e8\u9580\u6a2a\u65ad\u30fb\u5168\u793e\u578b\u306f2,000\u4e07\u5186\u301c1\u5104\u5186\u4ee5\u4e0a<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u8907\u6570\u90e8\u9580\u306e\u30c7\u30fc\u30bf\u3001\u65e2\u5b58\u696d\u52d9API\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u9023\u643a\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u8ca0\u8377\u8a66\u9a13\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u66ff\u3048\u3001\u30e2\u30c7\u30eb\u76e3\u8996\u307e\u3067\u542b\u3080\u90e8\u9580\u6a2a\u65ad\u578b\u306f2,000\u4e07\u301c5,000\u4e07\u5186\u7a0b\u5ea6\u304c\u76ee\u5b89\u3067\u3059\u3002\u3055\u3089\u306b\u5168\u793e\u5229\u7528\u3001\u8907\u6570\u696d\u52d9\u3001\u53b3\u683c\u306a\u30c7\u30fc\u30bf\u30ec\u30b8\u30c7\u30f3\u30b7\u30fc\u3001\u5197\u9577\u5316\u3001\u30c7\u30a3\u30b6\u30b9\u30bf\u30ea\u30ab\u30d0\u30ea\u3001\u8907\u6570\u30e2\u30c7\u30eb\u306e\u904b\u7528\u3092\u6c42\u3081\u308b\u5834\u5408\u306f\u30015,000\u4e07\u301c1\u5104\u5186\u4ee5\u4e0a\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u822c\u7684\u306a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u4eba\u6708\u5358\u4fa1\u309250\u4e07\u301c200\u4e07\u5186\u3068\u3059\u308b\u76f8\u5834\u60c5\u5831\uff08\u51fa\u5178: NotebookLM\u30ea\u30b5\u30fc\u30c1\u30ce\u30fc\u30c8\u30012026\u5e74\uff09\u3092\u53c2\u8003\u306b\u3057\u3066\u3082\u3001\u5fc5\u8981\u306a\u5c02\u9580\u8077\u7a2e\u3068\u671f\u9593\u3092\u639b\u3051\u5408\u308f\u305b\u3066\u7b97\u51fa\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u6599\u91d1\u4f53\u7cfb\u3068Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u8cbb\u7528\u306e\u5185\u8a33<\/strong><\/h2>\n\n\n\n
\n
\n
\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u958b\u767a\u8cbb\u3068\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u306f\u5206\u3051\u3066\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002\u958b\u767a\u8cbb\u306f\u4eba\u304c\u8981\u4ef6\u6574\u7406\u3084\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3092\u884c\u3046\u305f\u3081\u306e\u521d\u671f\u8cbb\u7528\u3067\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u306f\u30e2\u30c7\u30eb\u3084\u691c\u7d22\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u8a08\u7b97\u8cc7\u6e90\u3092\u4f7f\u3046\u305f\u3073\u306b\u767a\u751f\u3059\u308b\u5f93\u91cf\u8ab2\u91d1\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306e\u5358\u4fa1\u304c\u4f4e\u304f\u3066\u3082\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u3084\u76e3\u8996\u3092\u5e38\u6642\u7a3c\u50cd\u3055\u305b\u308c\u3070\u6708\u984d\u306f\u5897\u3048\u308b\u305f\u3081\u3001\u4e21\u8005\u3092\u4e00\u3064\u306e\u300cAI\u8cbb\u7528\u300d\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\n

Gemini\u306e\u5165\u529b\u30fb\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u6599\u91d1<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Google Cloud\u516c\u5f0f\u306e\u6599\u91d1\u30da\u30fc\u30b8\u3067\u306f\u3001Gemini 2.5 Flash\u306e\u6a19\u6e96\u6599\u91d1\u306f\u5165\u529b100\u4e07\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a0.30\u30c9\u30eb\u3001\u30c6\u30ad\u30b9\u30c8\u51fa\u529b100\u4e07\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a2.50\u30c9\u30eb\u3067\u3059\u3002Gemini 2.5 Pro\u306f\u5165\u529b\u304c100\u4e07\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a1.25\u30c9\u30eb\u3001\u51fa\u529b\u304c10\u30c9\u30eb\u3067\u300120\u4e07\u30c8\u30fc\u30af\u30f3\u3092\u8d85\u3048\u308b\u9577\u3044\u5165\u529b\u3067\u306f\u5225\u306e\u6599\u91d1\u5e2f\u306b\u306a\u308a\u307e\u3059\uff08\u51fa\u5178: Google Cloud\u516c\u5f0f\u300cAgent Platform\u306e\u6599\u91d1\u300d\u30012026\u5e748\u6708\u78ba\u8a8d\uff09\u3002\u540c\u3058\u8cea\u554f\u3067\u3082\u3001\u9577\u3044\u6587\u66f8\u3092\u6bce\u56de\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3078\u5165\u308c\u308b\u3001\u753b\u50cf\u3084\u97f3\u58f0\u3092\u51e6\u7406\u3059\u308b\u3001Pro\u3092\u5e38\u7528\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u6761\u4ef6\u3067\u5358\u4fa1\u306f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u4f8b\u3048\u3070\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\u30890.30\u30c9\u30eb\u30682.50\u30c9\u30eb\u306e\u5408\u8a082.80\u30c9\u30eb\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u308c\u306f\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u8acb\u6c42\u984d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5b9f\u969b\u306b\u306f\u3001RAG\u306e\u691c\u7d22\u3001Cloud Run\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30ed\u30b0\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u958b\u767a\u3001\u4fdd\u5b88\u304c\u52a0\u308f\u308b\u305f\u3081\u3001API\u5358\u4fa1\u3060\u3051\u3092\u898b\u3066\u300c\u5b89\u3044\u300d\u3068\u5224\u65ad\u3057\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30fb\u691c\u7d22\u306e\u8ffd\u52a0\u6599\u91d1<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Google\u691c\u7d22\u306b\u3088\u308b\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306f\u3001Gemini 2.5 Flash\u306a\u3069\u3067\u306f1\u65e51,500\u4ef6\u3001Gemini 2.5 Pro\u3067\u306f1\u65e510,000\u4ef6\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u8ffd\u52a0\u6599\u91d1\u306a\u3057\u3067\u542b\u307e\u308c\u3001\u4e0a\u9650\u3092\u8d85\u3048\u308b\u30681,000\u4ef6\u3042\u305f\u308a35\u30c9\u30eb\u3067\u3059\u3002\u4f01\u696d\u5411\u3051Web\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306f1,000\u4ef6\u3042\u305f\u308a45\u30c9\u30eb\u3001\u30c7\u30fc\u30bf\u306b\u3088\u308b\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306f1,000\u30ea\u30af\u30a8\u30b9\u30c8\u3042\u305f\u308a2.5\u30c9\u30eb\u3068\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u51fa\u5178: Google Cloud\u516c\u5f0f\u6599\u91d1\u30da\u30fc\u30b8\u30012026\u5e748\u6708\u78ba\u8a8d\uff09\u3002\u30e2\u30c7\u30eb\u6599\u91d1\u306f\u5225\u9014\u304b\u304b\u308b\u305f\u3081\u3001\u691c\u7d22\u3084\u6839\u62e0\u4ed8\u3051\u3092\u4f7f\u3046\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u4e21\u65b9\u3092\u4e88\u7b97\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30c7\u30fc\u30bf\u57fa\u76e4\u30fb\u30a2\u30d7\u30ea\u30fb\u76e3\u8996\u30fb\u4fdd\u5b88\u306e\u8cbb\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30e2\u30c7\u30eb\u4ee5\u5916\u306b\u306f\u3001\u6587\u66f8\u3084\u753b\u50cf\u3092\u7f6e\u304fCloud Storage\u3001\u96c6\u8a08\u3084\u5206\u6790\u306b\u4f7f\u3046BigQuery\u3001\u691c\u7d22\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3084\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3001\u696d\u52d9API\u3092\u52d5\u304b\u3059Cloud Run\u3001\u30ed\u30b0\u3068\u76e3\u8996\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306a\u3069\u306e\u8cbb\u7528\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3059\u308b\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u6e96\u5099\u3001\u5b66\u7fd2\u7528\u306e\u8a08\u7b97\u8cc7\u6e90\u3001\u30e2\u30c7\u30eb\u767b\u9332\u3001\u8a55\u4fa1\u3001\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u7a3c\u50cd\u6642\u9593\u3082\u52a0\u308f\u308a\u307e\u3059\u3002\u4fdd\u5b88\u8cbb\u306f\u6848\u4ef6\u3054\u3068\u306b\u7570\u306a\u308a\u307e\u3059\u304c\u3001NotebookLM\u30ea\u30b5\u30fc\u30c1\u30ce\u30fc\u30c8\u3067\u306f\u521d\u671f\u958b\u767a\u8cbb\u306e\u5e74\u959315\u301c25%\u7a0b\u5ea6\u3092\u4eee\u7f6e\u304d\u3059\u308b\u4e00\u822c\u8ad6\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u306e\u5951\u7d04\u3067\u306f\u3001\u969c\u5bb3\u5bfe\u5fdc\u6642\u9593\u3001\u30e2\u30c7\u30eb\u66f4\u65b0\u3001\u7cbe\u5ea6\u6539\u5584\u3001\u8efd\u5fae\u6539\u4fee\u306e\u7bc4\u56f2\u3092\u5206\u3051\u3066\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u8cbb\u7528\u304c\u5909\u52d5\u3059\u308b\u8981\u56e0<\/strong><\/h2>\n\n\n\n
\n
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\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u540c\u3058Vertex AI\u3092\u4f7f\u3046\u6848\u4ef6\u3067\u3082\u3001\u8cbb\u7528\u304c\u5927\u304d\u304f\u7570\u306a\u308b\u306e\u306f\u3001AI\u304c\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u4e00\u90e8\u3068\u3057\u3066\u52d5\u304f\u305f\u3081\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306e\u7a2e\u985e\u3060\u3051\u3067\u306a\u304f\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u306e\u983b\u5ea6\u3067\u51e6\u7406\u3059\u308b\u304b\u3001\u8ab0\u304c\u3069\u306e\u60c5\u5831\u3092\u898b\u3089\u308c\u308b\u304b\u3001\u3069\u306e\u6c34\u6e96\u306e\u53ef\u7528\u6027\u3068\u8aac\u660e\u8cac\u4efb\u3092\u6c42\u3081\u308b\u304b\u306b\u3088\u3063\u3066\u3001\u5fc5\u8981\u306a\u8a2d\u8a08\u3068\u30c6\u30b9\u30c8\u304c\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30c7\u30fc\u30bf\u91cf\u30fb\u5f62\u5f0f\u30fb\u54c1\u8cea<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5bfe\u8c61\u6587\u66f8\u304c\u5c11\u306a\u304f\u5f62\u5f0f\u3082\u7d71\u4e00\u3055\u308c\u3066\u3044\u308c\u3070\u3001\u77ed\u3044PoC\u3067\u59cb\u3081\u3089\u308c\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001PDF\u3001\u753b\u50cf\u3001\u8868\u3001\u624b\u66f8\u304d\u8cc7\u6599\u3001\u97f3\u58f0\u306a\u3069\u304c\u6df7\u5728\u3057\u3001\u66f4\u65b0\u5c65\u6b74\u3084\u6a29\u9650\u60c5\u5831\u3082\u6574\u7406\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u62bd\u51fa\u3001\u5206\u5272\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u4e0e\u3001\u91cd\u8907\u6392\u9664\u3001\u533f\u540d\u5316\u306e\u5de5\u6570\u304c\u5897\u3048\u307e\u3059\u3002\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u767b\u9332\u6642\u306e\u4e00\u62ec\u51e6\u7406\u8cbb\u7528\u3060\u3051\u3067\u306a\u304f\u3001\u66f4\u65b0\u6642\u306e\u5dee\u5206\u51e6\u7406\u3084\u518d\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u8cbb\u7528\u3082\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u6a29\u9650\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u9023\u643a<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

SSO\u3001IAM\u3001VPC\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u6697\u53f7\u9375\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3001\u30c7\u30fc\u30bf\u30ec\u30b8\u30c7\u30f3\u30b7\u30fc\u306a\u3069\u3092\u6c42\u3081\u308b\u3068\u3001\u8a2d\u8a08\u30fb\u8a2d\u5b9a\u30fb\u691c\u8a3c\u306e\u5de5\u6570\u304c\u5897\u3048\u307e\u3059\u3002RAG\u3067\u306f\u3001\u691c\u7d22\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5074\u3067\u90e8\u7f72\u6a29\u9650\u3092\u8003\u616e\u3057\u306a\u3044\u3068\u3001\u56de\u7b54\u751f\u6210\u306e\u6bb5\u968e\u3067\u53d6\u308a\u623b\u305b\u306a\u3044\u60c5\u5831\u6f0f\u3048\u3044\u306b\u3064\u306a\u304c\u308b\u305f\u3081\u3001\u8a8d\u8a3c\u3060\u3051\u3067\u306a\u304f\u691c\u7d22\u7d50\u679c\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u307e\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002ERP\u3001CRM\u3001\u5728\u5eab\u3001\u88fd\u9020\u3001\u554f\u3044\u5408\u308f\u305b\u7ba1\u7406\u306a\u3069\u3068\u3064\u306a\u3050\u5834\u5408\u306f\u3001API\u306e\u4ed5\u69d8\u8abf\u67fb\u3001\u30c7\u30fc\u30bf\u5909\u63db\u3001\u30a8\u30e9\u30fc\u6642\u306e\u518d\u5b9f\u884c\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u8a2d\u8a08\u3082\u8cbb\u7528\u306b\u5f71\u97ff\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u54c1\u8cea\u30fb\u5fdc\u7b54\u901f\u5ea6\u30fb\u53ef\u7528\u6027\u306e\u8981\u6c42\u6c34\u6e96<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6570\u79d2\u4ee5\u5185\u306e\u56de\u7b54\u3001\u6708\u9593\u306e\u7a3c\u50cd\u7387\u3001\u30d4\u30fc\u30af\u6642\u306e\u540c\u6642\u63a5\u7d9a\u6570\u3001\u8aa4\u56de\u7b54\u6642\u306e\u6709\u4eba\u78ba\u8a8d\u3001\u8aac\u660e\u53ef\u80fd\u6027\u306a\u3069\u3001\u8981\u6c42\u6c34\u6e96\u304c\u9ad8\u3044\u307b\u3069\u8cbb\u7528\u306f\u4e0a\u304c\u308a\u307e\u3059\u3002\u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u3092\u5e38\u6642\u4f7f\u3046\u306e\u304b\u3001\u901a\u5e38\u306fFlash\u3067\u96e3\u3057\u3044\u8cea\u554f\u3060\u3051Pro\u3078\u5207\u308a\u66ff\u3048\u308b\u306e\u304b\u3001\u540c\u671f\u51e6\u7406\u3068\u30d0\u30c3\u30c1\u51e6\u7406\u3092\u5206\u3051\u308b\u306e\u304b\u3067\u3082\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u753b\u50cf\u3084\u97f3\u58f0\u3092\u542b\u3081\u308b\u5834\u5408\u306f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u306e\u5927\u304d\u3055\u3068\u51e6\u7406\u56de\u6570\u304c\u30c6\u30ad\u30b9\u30c8\u4e2d\u5fc3\u306e\u60f3\u5b9a\u3092\u8d85\u3048\u3084\u3059\u3044\u305f\u3081\u3001\u5b9f\u30c7\u30fc\u30bf\u3067\u8ca0\u8377\u8a66\u9a13\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u8cbb\u7528\u3092\u6700\u9069\u5316\u3059\u308b\u30dd\u30a4\u30f3\u30c8<\/strong><\/h2>\n\n\n\n
\n
\n
\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u30b3\u30b9\u30c8\u6700\u9069\u5316\u306f\u3001\u5b89\u3044\u30e2\u30c7\u30eb\u3092\u9078\u3076\u3053\u3068\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4e0d\u8981\u306a\u51e6\u7406\u3092\u6e1b\u3089\u3057\u3001\u54c1\u8cea\u3092\u4fdd\u3061\u306a\u304c\u3089\u3001\u958b\u767a\u30fb\u30af\u30e9\u30a6\u30c9\u30fb\u4fdd\u5b88\u306e\u305d\u308c\u305e\u308c\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u57fa\u672c\u3067\u3059\u3002\u521d\u671f\u8cbb\u7528\u3092\u7121\u7406\u306b\u524a\u308b\u3068\u3001\u30c7\u30fc\u30bf\u306e\u4f5c\u308a\u76f4\u3057\u3084\u672c\u756a\u969c\u5bb3\u306e\u5bfe\u5fdc\u8cbb\u7528\u304c\u5897\u3048\u308b\u305f\u3081\u3001\u691c\u8a3c\u306b\u5fc5\u8981\u306a\u5de5\u7a0b\u3068\u5c06\u6765\u306e\u62e1\u5f35\u306b\u4e0d\u8981\u306a\u5de5\u7a0b\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u5bfe\u8c61\u696d\u52d9\u3068\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d5e\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6700\u521d\u304b\u3089\u5168\u793e\u306e\u6587\u66f8\u3084\u5168\u696d\u52d9\u3092\u5bfe\u8c61\u306b\u305b\u305a\u3001\u554f\u3044\u5408\u308f\u305b\u4ef6\u6570\u304c\u591a\u304f\u3001\u6b63\u89e3\u30c7\u30fc\u30bf\u3092\u6e96\u5099\u3057\u3084\u3059\u304f\u3001\u52b9\u679c\u3092\u6e2c\u308a\u3084\u3059\u3044\u696d\u52d9\u304b\u3089\u59cb\u3081\u307e\u3059\u30021\u90e8\u9580\u30fb1\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306ePoC\u3067\u3001\u56de\u7b54\u54c1\u8cea\u3068\u73fe\u5834\u306e\u53d7\u3051\u5165\u308c\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u9023\u643a\u5148\u3092\u5897\u3084\u3059\u3068\u3001\u4f7f\u308f\u308c\u306a\u3044\u6a5f\u80fd\u3078\u306e\u6295\u8cc7\u3092\u6291\u3048\u3089\u308c\u307e\u3059\u3002\u4e09\u83f1\u91cd\u5de5\u696d\u306e\u5c0e\u5165\u4e8b\u4f8b\u3067\u306f\u3001\u7d19\u306e\u5728\u5eab\u7ba1\u7406\u304b\u3089\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3001BigQuery\u3068Vertex AI\u3067\u9700\u8981\u4e88\u6e2c\u3092\u884c\u3044\u3001\u4e88\u6e2c\u8a08\u7b97\u3092\u5f93\u6765\u306e\u7d0440\u6642\u9593\u304b\u3089\u7d0410\u5206\u306b\u77ed\u7e2e\u3057\u3001\u30b7\u30fc\u30eb\u5ec3\u68c4\u984d\u3092\u6708\u6570\u767e\u4e07\u5186\u898f\u6a21\u304b\u308910\u4e07\u5186\u4ee5\u4e0b\u3078\u4e0b\u3052\u3066\u3044\u307e\u3059\uff08\u51fa\u5178: Google Cloud\u516c\u5f0f\u5c0e\u5165\u4e8b\u4f8b\u30012023\u5e74\u5236\u4f5c\uff09\u3002\u3053\u306e\u7d50\u679c\u306f\u7279\u5b9a\u4f01\u696d\u306e\u4e8b\u4f8b\u3067\u3042\u308a\u3001\u540c\u3058\u524a\u6e1b\u984d\u3092\u4fdd\u8a3c\u3059\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u30c7\u30fc\u30bf\u6574\u5099\u3068\u73fe\u5834\u306e\u691c\u8a3c\u3092\u5148\u306b\u884c\u3046\u91cd\u8981\u6027\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30e2\u30c7\u30eb\u306e\u4f7f\u3044\u5206\u3051\u3068\u30d0\u30c3\u30c1\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5b9a\u578b\u7684\u306a\u5206\u985e\u3084\u77ed\u3044\u8981\u7d04\u306fFlash-Lite\u3084Flash\u3001\u8907\u96d1\u306a\u63a8\u8ad6\u3084\u9577\u6587\u306e\u5206\u6790\u306fPro\u3068\u3044\u3046\u3088\u3046\u306b\u3001\u30bf\u30b9\u30af\u3054\u3068\u306b\u30e2\u30c7\u30eb\u3092\u5206\u3051\u307e\u3059\u3002\u56de\u7b54\u3092\u6025\u304c\u306a\u3044\u6587\u66f8\u306e\u4e00\u62ec\u51e6\u7406\u3084\u8a55\u4fa1\u30c7\u30fc\u30bf\u306e\u4f5c\u6210\u306f\u3001\u516c\u5f0f\u6599\u91d1\u3067\u901a\u5e38\u3088\u308a\u4f4e\u3044\u67d4\u8edf\u30fb\u30d0\u30c3\u30c1\u6599\u91d1\u304c\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u3068\u5206\u96e2\u3057\u307e\u3059\u3002\u983b\u7e41\u306b\u7e70\u308a\u8fd4\u3059\u9577\u3044\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306f\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u691c\u8a0e\u3057\u3001\u540c\u3058\u6587\u66f8\u3092\u6bce\u56de\u9001\u308b\u8a2d\u8a08\u3092\u907f\u3051\u307e\u3059\u3002\u30e2\u30c7\u30eb\u5909\u66f4\u6642\u306f\u54c1\u8cea\u8a55\u4fa1\u3092\u901a\u904e\u3057\u305f\u5834\u5408\u3060\u3051\u5207\u308a\u66ff\u3048\u308b\u904b\u7528\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u4e88\u7b97\u4e0a\u9650\u30fb\u30ed\u30b0\u30fb\u8a55\u4fa1\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u3080<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u958b\u59cb\u6642\u306b\u30011\u30e6\u30fc\u30b6\u30fc\u3042\u305f\u308a\u306e\u5229\u7528\u56de\u6570\u3001\u5165\u529b\u3068\u51fa\u529b\u306e\u4e0a\u9650\u3001\u691c\u7d22\u56de\u6570\u3001\u753b\u50cf\u3084\u97f3\u58f0\u306e\u51e6\u7406\u91cf\u3092\u4eee\u5b9a\u3057\u3001\u6708\u9593\u306e\u4e88\u7b97\u4e0a\u9650\u3092\u7f6e\u304d\u307e\u3059\u3002Cloud Billing\u306e\u4e88\u7b97\u901a\u77e5\u3001\u30e2\u30c7\u30eb\u5225\u306e\u5229\u7528\u91cf\u3001\u90e8\u7f72\u5225\u306e\u30e9\u30d9\u30eb\u3001\u7570\u5e38\u306a\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u306e\u76e3\u8996\u3092\u8a2d\u5b9a\u3059\u308b\u3068\u3001\u60f3\u5b9a\u5916\u306e\u5897\u52a0\u306b\u6c17\u3065\u304d\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u30ed\u30b0\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u56de\u7b54\u3092\u4fdd\u5b58\u3059\u308b\u5834\u5408\u306f\u3001\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u306e\u6271\u3044\u3001\u4fdd\u5b58\u671f\u9593\u3001\u95b2\u89a7\u6a29\u9650\u3082\u6c7a\u3081\u307e\u3059\u3002\u8cbb\u7528\u3060\u3051\u3067\u306a\u304f\u3001\u56de\u7b54\u54c1\u8cea\u3068\u5b89\u5168\u6027\u3092\u540c\u3058\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3001\u9577\u671f\u7684\u306a\u6700\u9069\u5316\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u898b\u7a4d\u3082\u308a\u3092\u53d6\u308b\u969b\u306e\u30dd\u30a4\u30f3\u30c8<\/strong><\/h2>\n\n\n\n
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\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u8907\u6570\u793e\u304b\u3089\u898b\u7a4d\u3082\u308a\u3092\u53d6\u308b\u3068\u304d\u306f\u3001\u7dcf\u984d\u306e\u5b89\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u4f55\u3092\u524d\u63d0\u306b\u3057\u305f\u91d1\u984d\u306a\u306e\u304b\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002Vertex AI\u306e\u77e5\u8b58\u304c\u3042\u3063\u3066\u3082\u3001\u696d\u52d9\u30c7\u30fc\u30bf\u3084\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3092\u7406\u89e3\u3057\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u672c\u756a\u5316\u306e\u6bb5\u968e\u3067\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u63d0\u6848\u4f9d\u983c\u66f8\u306b\u306f\u3001AI\u306e\u6a5f\u80fd\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u3001\u6a29\u9650\u3001\u8a55\u4fa1\u3001\u904b\u7528\u306e\u6761\u4ef6\u3092\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u4f5c\u696d\u7bc4\u56f2\u3068\u6210\u679c\u7269\u3092\u5206\u3051\u3066\u66f8\u304f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u68da\u5378\u3057\u3001\u30c7\u30fc\u30bf\u52a0\u5de5\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3001RAG\u69cb\u7bc9\u3001\u753b\u9762\u958b\u767a\u3001API\u9023\u643a\u3001\u8a8d\u8a3c\u3001\u30c6\u30b9\u30c8\u3001\u8ca0\u8377\u8a66\u9a13\u3001\u30ea\u30ea\u30fc\u30b9\u3001\u904b\u7528\u8a2d\u8a08\u3092\u9805\u76ee\u3054\u3068\u306b\u5206\u3051\u307e\u3059\u3002PoC\u3067\u542b\u3080\u3082\u306e\u3068\u672c\u756a\u5316\u3067\u8ffd\u52a0\u3059\u308b\u3082\u306e\u3001\u767a\u6ce8\u8005\u304c\u7528\u610f\u3059\u308b\u30c7\u30fc\u30bf\u3084\u30a2\u30ab\u30a6\u30f3\u30c8\u3001\u7d0d\u54c1\u5f8c\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084IaC\u306e\u7bc4\u56f2\u3082\u660e\u793a\u3057\u307e\u3059\u3002AI\u306e\u56de\u7b54\u54c1\u8cea\u306b\u3064\u3044\u3066\u306f\u300c\u7cbe\u5ea6100%\u300d\u306e\u3088\u3046\u306a\u66d6\u6627\u306a\u8868\u73fe\u3067\u306f\u306a\u304f\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\u3001\u6b63\u89e3\u306e\u5b9a\u7fa9\u3001\u8a31\u5bb9\u3059\u308b\u62d2\u5426\u7387\u3001\u6839\u62e0\u8868\u793a\u3001\u6539\u5584\u56de\u6570\u3067\u5408\u610f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u306e\u524d\u63d0\u3092\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u898b\u7a4d\u66f8\u306b\u306f\u3001\u60f3\u5b9a\u30e6\u30fc\u30b6\u30fc\u6570\u3001\u6708\u9593\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3001\u5165\u529b\u30fb\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u3001\u5e73\u5747\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u3001\u30e2\u30c7\u30eb\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u691c\u7d22\u56de\u6570\u3001\u753b\u50cf\u3084\u97f3\u58f0\u306e\u6709\u7121\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u91cf\u3001\u30ed\u30b0\u4fdd\u6301\u671f\u9593\u3092\u8a18\u8f09\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002\u516c\u5f0f\u6599\u91d1\u306f\u30c9\u30eb\u8868\u793a\u3084\u5f93\u91cf\u8ab2\u91d1\u3067\u793a\u3055\u308c\u308b\u3082\u306e\u304c\u3042\u308a\u3001\u70ba\u66ff\u3001\u5951\u7d04\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u30b5\u30fc\u30d3\u30b9\u306e\u6539\u5b9a\u306b\u3088\u3063\u3066\u8acb\u6c42\u984d\u304c\u5909\u308f\u308a\u307e\u3059\u30022026\u5e748\u6708\u6642\u70b9\u306e\u6599\u91d1\u3092\u57fa\u6e96\u306b\u3057\u3066\u3082\u3001\u516c\u958b\u524d\u3068\u767a\u6ce8\u524d\u306b\u516c\u5f0f\u30da\u30fc\u30b8\u3092\u518d\u78ba\u8a8d\u3057\u3001\u898b\u7a4d\u3082\u308a\u306e\u6709\u52b9\u671f\u9650\u3068\u4fa1\u683c\u6539\u5b9a\u6642\u306e\u6271\u3044\u3092\u5951\u7d04\u3078\u53cd\u6620\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u958b\u767a\u4f1a\u793e\u306e\u4f53\u5236\u3068\u672c\u756a\u5f8c\u306e\u8cac\u4efb\u5206\u754c\u3092\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u4f1a\u793e\u3092\u9078\u3076\u3068\u304d\u306f\u3001Google Cloud\u3084Vertex AI\u306e\u77e5\u8b58\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u3001\u65e2\u5b58\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3001IAM\u3001AI\u8a55\u4fa1\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u904b\u7528\u4fdd\u5b88\u3092\u4e00\u3064\u306e\u4f53\u5236\u3067\u6271\u3048\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002PoC\u5f8c\u306b\u8ab0\u304c\u30e2\u30c7\u30eb\u66f4\u65b0\u3092\u884c\u3046\u306e\u304b\u3001\u969c\u5bb3\u6642\u306b\u8ab0\u304c\u4e00\u6b21\u5bfe\u5fdc\u3059\u308b\u306e\u304b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u8a55\u4fa1\u30c7\u30fc\u30bf\u306e\u6a29\u5229\u3092\u8ab0\u304c\u6301\u3064\u306e\u304b\u3001\u518d\u59d4\u8a17\u5148\u304c\u3042\u308b\u306e\u304b\u3082\u8cea\u554f\u3057\u307e\u3059\u3002AI\u90e8\u5206\u306e\u898b\u7a4d\u3082\u308a\u304c\u5b89\u304f\u3066\u3082\u3001\u30c7\u30fc\u30bf\u6574\u5099\u3084\u904b\u7528\u304c\u5225\u4f1a\u793e\u30fb\u5225\u5951\u7d04\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u7dcf\u984d\u3092\u6bd4\u8f03\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u8cac\u4efb\u5206\u754c\u3092\u660e\u78ba\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u5c0e\u5165\u4e8b\u4f8b\u304b\u3089\u898b\u308b\u8cbb\u7528\u5bfe\u52b9\u679c<\/strong><\/h2>\n\n\n\n
\n
\n
\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u8cbb\u7528\u5bfe\u52b9\u679c\u306f\u3001AI\u306e\u5229\u7528\u6599\u3060\u3051\u3067\u306a\u304f\u3001\u524a\u6e1b\u3067\u304d\u308b\u4f5c\u696d\u6642\u9593\u3001\u58f2\u4e0a\u3084\u6210\u7d04\u7387\u3001\u5ec3\u68c4\u3084\u624b\u623b\u308a\u306e\u524a\u6e1b\u3001\u904b\u7528\u8ca0\u8377\u306e\u4f4e\u4e0b\u3092\u5408\u308f\u305b\u3066\u8a55\u4fa1\u3057\u307e\u3059\u3002\u516c\u958b\u4e8b\u4f8b\u306b\u306f\u958b\u767a\u8cbb\u305d\u306e\u3082\u306e\u304c\u63b2\u8f09\u3055\u308c\u306a\u3044\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3001\u4e8b\u4f8b\u306e\u6210\u679c\u984d\u3092\u305d\u306e\u307e\u307e\u81ea\u793e\u306e\u6295\u8cc7\u56de\u53ce\u984d\u3068\u898b\u306a\u3055\u305a\u3001\u52b9\u679c\u304c\u51fa\u305f\u4ed5\u7d44\u307f\u3068\u81ea\u793e\u306e\u6761\u4ef6\u304c\u4f3c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u88fd\u9020\u696d\u306e\u9700\u8981\u4e88\u6e2c\u30fb\u56f3\u9762\u30c7\u30fc\u30bf\u6d3b\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u4e09\u83f1\u91cd\u5de5\u696d\u306e\u4e8b\u4f8b\u3067\u306f\u3001\u5de5\u5834\u306e\u30b7\u30fc\u30eb\u4f7f\u7528\u91cf\u3092BigQuery\u306b\u96c6\u3081\u3001Vertex AI\u3067\u9700\u8981\u4e88\u6e2c\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u7d19\u306e\u5728\u5eab\u7ba1\u7406\u3084\u73fe\u5834\u306e\u6697\u9ed9\u77e5\u3092\u30c7\u30fc\u30bf\u5316\u3057\u3001\u4e88\u6e2c\u7d50\u679c\u3092\u73fe\u5834\u3067\u691c\u8a3c\u3057\u306a\u304c\u3089\u6539\u5584\u3057\u305f\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002\u30ad\u30e3\u30c7\u30a3\u306e\u4e8b\u4f8b\u3067\u306f\u3001\u5927\u304d\u306a\u56f3\u9762\u753b\u50cf\u306e\u8aad\u307f\u53d6\u308a\u3084\u985e\u4f3c\u56f3\u9762\u691c\u7d22\u306bVertex AI\u3092\u5229\u7528\u3057\u3001Vertex AI Endpoint\u3092\u30d9\u30fc\u30b9\u306b\u30e2\u30c7\u30eb\u3092API\u3068\u3057\u3066\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002GPU\u3084\u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4\u3001\u76e3\u8996\u3092\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3078\u4efb\u305b\u308b\u3053\u3068\u3067\u3001\u5c11\u4eba\u6570\u30c1\u30fc\u30e0\u306e\u904b\u7528\u8ca0\u8377\u3092\u6291\u3048\u3066\u3044\u307e\u3059\uff08\u51fa\u5178: Google Cloud\u516c\u5f0f\u5c0e\u5165\u4e8b\u4f8b\u3001\u4e09\u83f1\u91cd\u5de5\u696d\u30fb\u30ad\u30e3\u30c7\u30a3\u3001\u78ba\u8a8d\u65e52026\u5e748\u6708\uff09\u3002<\/p>\n\n\n\n

\n

EC\u691c\u7d22\u30fb\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u696d\u52d9\u306e\u6539\u5584<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30d1\u30eb\u306e\u4e8b\u4f8b\u3067\u306f\u3001\u7d0460\u30d6\u30e9\u30f3\u30c9\u3092\u5c55\u958b\u3059\u308bEC\u3067Vertex AI Search for commerce\u3092\u4f7f\u3044\u3001\u8868\u8a18\u3086\u308c\u3084\u66d6\u6627\u306a\u691c\u7d22\u3078\u306e\u5bfe\u5fdc\u3092\u6539\u5584\u3057\u3066\u3044\u307e\u3059\u3002Google Cloud\u516c\u5f0f\u30d6\u30ed\u30b0\u306b\u3088\u308b\u3068\u3001\u30d5\u30ea\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3042\u305f\u308aCVR\u306f\u7d042\u500d\u3001\u30e6\u30fc\u30b6\u30fc\u3042\u305f\u308a\u306eCVR\u306f\u7d041.6\u301c1.7\u500d\u306b\u306a\u308a\u3001\u53ce\u76ca\u5897\u304c\u5c0e\u5165\u30b3\u30b9\u30c8\u3092\u30ab\u30d0\u30fc\u3067\u304d\u308b\u3068\u5224\u65ad\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u51fa\u5178: Google Cloud\u516c\u5f0f\u30d6\u30ed\u30b0\u30012025\u5e7412\u6708\uff09\u3002\u307e\u305f\u3001\u30ab\u30d7\u30b3\u30f3\u306e\u4e8b\u4f8b\u3067\u306f\u3001\u8cc7\u6599\u89e3\u6790\u3001\u30a2\u30a4\u30c7\u30a2\u751f\u6210\u3001\u8a55\u4fa1\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u4ed5\u7d44\u307f\u3092\u7d041\u304b\u6708\u5f31\u3067\u6027\u80fd\u8a55\u4fa1\u53ef\u80fd\u306a\u72b6\u614b\u307e\u3067\u958b\u767a\u3057\u3066\u3044\u307e\u3059\u3002\u81ea\u793e\u306e\u898b\u7a4d\u3082\u308a\u3067\u306f\u3001\u3053\u3046\u3057\u305f\u6210\u679c\u306b\u3064\u306a\u304c\u308bKPI\u3092\u5148\u306b\u7f6e\u304d\u307e\u3059\u3002<\/p>\n\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

\u3053\u3053\u3067\u306f\u3001Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u8cbb\u7528\u3092\u691c\u8a0e\u3059\u308b\u3068\u304d\u306b\u591a\u304f\u5bc4\u305b\u3089\u308c\u308b\u8cea\u554f\u3078\u56de\u7b54\u3057\u307e\u3059\u3002API\u306e\u6599\u91d1\u3001\u958b\u767a\u4f1a\u793e\u3078\u306e\u59d4\u8a17\u8cbb\u3001PoC\u304b\u3089\u672c\u756a\u5316\u3059\u308b\u5224\u65ad\u3092\u5206\u3051\u3066\u8003\u3048\u308b\u3068\u3001\u81ea\u793e\u306b\u5fc5\u8981\u306a\u4e88\u7b97\u3092\u6574\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u8cbb\u7528\u306f\u3044\u304f\u3089\u3067\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6280\u8853\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u306f300\u4e07\u301c800\u4e07\u5186\u3001\u696d\u52d9\u90e8\u9580\u5411\u3051MVP\u306f800\u4e07\u301c2,000\u4e07\u5186\u3001\u8907\u6570\u90e8\u9580\u306e\u672c\u756a\u30b7\u30b9\u30c6\u30e0\u306f2,000\u4e07\u301c5,000\u4e07\u5186\u304c\u76ee\u5b89\u3067\u3059\u3002\u5168\u793e\u578b\u3084\u9ad8\u3044\u53ef\u7528\u6027\u3001\u8907\u6570\u306e\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u307e\u3067\u542b\u3081\u308b\u30685,000\u4e07\u301c1\u5104\u5186\u4ee5\u4e0a\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u4e00\u5f8b\u4fa1\u683c\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u6574\u5099\u3001\u6a29\u9650\u3001\u8a55\u4fa1\u3001\u9023\u643a\u3001\u904b\u7528\u306e\u7bc4\u56f2\u306b\u3088\u3063\u3066\u5909\u308f\u308b\u63a8\u5b9a\u30ec\u30f3\u30b8\u3067\u3059\u3002<\/p>\n\n\n\n

\n

Vertex AI\u306eAPI\u6599\u91d1\u3060\u3051\u306a\u3089\u5b89\u304f\u6e08\u307f\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30e2\u30c7\u30eb\u306eAPI\u6599\u91d1\u3060\u3051\u306a\u3089\u3001\u5165\u529b\u3068\u51fa\u529b\u306e\u30c8\u30fc\u30af\u30f3\u6570\u304c\u5c11\u306a\u3044\u5c0f\u898f\u6a21\u5229\u7528\u3067\u306f\u4f4e\u984d\u306b\u53ce\u307e\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u30c7\u30fc\u30bf\u4fdd\u5b58\u3001\u691c\u7d22\u3001\u8a8d\u8a3c\u3001\u753b\u9762\u3001\u30ed\u30b0\u3001\u76e3\u8996\u3001\u4fdd\u5b88\u304c\u5fc5\u8981\u3067\u3059\u3002\u7279\u306b\u9577\u3044\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u30fb\u97f3\u58f0\u3001\u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u3001\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u591a\u7528\u3059\u308b\u3068\u5f93\u91cf\u8ab2\u91d1\u3082\u5897\u3048\u308b\u305f\u3081\u3001\u5b9f\u969b\u306e\u5229\u7528\u91cf\u3092\u4eee\u5b9a\u3057\u305f\u6708\u6b21\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\n

Google Vertex AI\u306ePoC\u306f\u3069\u306e\u304f\u3089\u3044\u306e\u671f\u9593\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5bfe\u8c61\u696d\u52d9\u3068\u30c7\u30fc\u30bf\u3092\u7d5e\u3063\u305f\u6280\u8853\u691c\u8a3c\u306a\u30891\u301c3\u304b\u6708\u3001SSO\u3084\u6a29\u9650\u3001\u696d\u52d9\u753b\u9762\u3001\u8a55\u4fa1\u307e\u3067\u542b\u3080MVP\u306a\u30893\u301c6\u304b\u6708\u304c\u76ee\u5b89\u3067\u3059\u3002\u671f\u9593\u306f\u30e2\u30c7\u30eb\u9078\u5b9a\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3084\u54c1\u8cea\u3001\u73fe\u5834\u30ec\u30d3\u30e5\u30fc\u306e\u983b\u5ea6\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u4ed5\u69d8\u78ba\u8a8d\u306b\u3088\u3063\u3066\u5ef6\u3073\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002PoC\u306e\u7d42\u4e86\u6761\u4ef6\u3092\u3001\u7cbe\u5ea6\u3060\u3051\u3067\u306a\u304fKPI\u3001\u56de\u7b54\u6642\u9593\u3001\u8cbb\u7528\u4e0a\u9650\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u5229\u7528\u8005\u306e\u53d7\u3051\u5165\u308c\u3067\u5b9a\u7fa9\u3057\u3066\u304a\u304f\u3068\u3001\u672c\u756a\u5316\u306e\u5224\u65ad\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u793e\u5185\u30c7\u30fc\u30bf\u3092Vertex AI\u306b\u6e21\u3057\u3066\u3082\u5b89\u5168\u3067\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5b89\u5168\u6027\u306f\u30b5\u30fc\u30d3\u30b9\u540d\u3060\u3051\u3067\u6c7a\u307e\u3089\u305a\u3001\u30c7\u30fc\u30bf\u306e\u5206\u985e\u3001IAM\u306e\u6700\u5c0f\u6a29\u9650\u3001\u691c\u7d22\u7d50\u679c\u306e\u6a29\u9650\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3001\u6697\u53f7\u5316\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u4fdd\u5b58\u671f\u9593\u3001\u30e2\u30c7\u30eb\u3084\u30ed\u30b0\u306e\u8a2d\u5b9a\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u78ba\u4fdd\u3057\u307e\u3059\u3002RAG\u3092\u4f7f\u3063\u3066\u3082\u3001\u5143\u30c7\u30fc\u30bf\u306e\u6a29\u9650\u304c\u4e0d\u5341\u5206\u306a\u3089\u60c5\u5831\u6f0f\u3048\u3044\u306e\u30ea\u30b9\u30af\u306f\u6b8b\u308a\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001Google Cloud\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4ed5\u69d8\u3068\u81ea\u793e\u306e\u6cd5\u52d9\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u57fa\u6e96\u3092\u78ba\u8a8d\u3057\u3001PoC\u6bb5\u968e\u304b\u3089\u672c\u756a\u3068\u540c\u3058\u7ba1\u7406\u65b9\u91dd\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u3068\u3081<\/strong><\/h2>\n\n\n\n
\n
\n
\"Google<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Google Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u8cbb\u7528\u306f\u3001\u6280\u8853\u691c\u8a3c\u30fb\u5c0f\u898f\u6a21PoC\u3067300\u4e07\u301c800\u4e07\u5186\u3001\u696d\u52d9\u90e8\u9580\u5411\u3051MVP\u3067800\u4e07\u301c2,000\u4e07\u5186\u3001\u672c\u756a\u904b\u7528\u3092\u542b\u3080\u90e8\u9580\u6a2a\u65ad\u578b\u30672,000\u4e07\u301c5,000\u4e07\u5186\u304c\u76ee\u5b89\u3067\u3059\u3002\u5168\u793e\u5229\u7528\u3084\u9ad8\u3044\u53ef\u7528\u6027\u3001\u8907\u6570\u696d\u52d9\u306e\u9023\u643a\u307e\u3067\u6c42\u3081\u308b\u5834\u5408\u306f5,000\u4e07\u301c1\u5104\u5186\u4ee5\u4e0a\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u91d1\u984d\u306f\u30e2\u30c7\u30eb\u6599\u91d1\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u6574\u5099\u3001\u753b\u9762\u3001\u9023\u643a\u3001\u8a8d\u8a3c\u30fb\u6a29\u9650\u3001\u8a55\u4fa1\u3001\u76e3\u8996\u3001\u4fdd\u5b88\u306e\u7bc4\u56f2\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u8cbb\u7528\u3092\u6bd4\u8f03\u3059\u308b\u3068\u304d\u306f\u5185\u8a33\u3068\u524d\u63d0\u3092\u305d\u308d\u3048\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u898b\u7a4d\u3082\u308a\u3067\u306f\u3001\u958b\u767a\u8cbb\u3001Google Cloud\u306e\u5f93\u91cf\u8ab2\u91d1\u3001\u4fdd\u5b88\u8cbb\u3092\u5206\u3051\u3001\u30e6\u30fc\u30b6\u30fc\u6570\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3001\u30c8\u30fc\u30af\u30f3\u6570\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u30e2\u30c7\u30eb\u3001\u691c\u7d22\u3001\u30ed\u30b0\u3001\u53ef\u7528\u6027\u306e\u524d\u63d0\u3092\u305d\u308d\u3048\u307e\u3059\u3002\u307e\u305a\u306f\u696d\u52d9KPI\u3068\u5bfe\u8c61\u30c7\u30fc\u30bf\u3092\u7d5e\u3063\u305fPoC\u3092\u884c\u3044\u3001\u52b9\u679c\u3068\u5b89\u5168\u6027\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u672c\u756a\u7bc4\u56f2\u3092\u5e83\u3052\u308b\u3068\u3001\u904e\u5270\u6295\u8cc7\u3068\u4f5c\u308a\u76f4\u3057\u3092\u907f\u3051\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u81ea\u793e\u306b\u5408\u3046\u69cb\u6210\u3068\u958b\u767a\u4f53\u5236\u3092\u691c\u8a0e\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Google Vertex AI\u306f\u3001Gemini\u306e\u547c\u3073\u51fa\u3057\u3060\u3051\u3067\u306a\u304f\u3001RAG\u3001\u691c\u7d22\u3001\u4e88\u6e2c\u3001\u753b\u50cf\u7406\u89e3\u3001\u696d\u52d9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u3001\u76e3\u8996\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4fa1\u5024\u3092\u51fa\u3059\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306e\u5358\u4fa1\u3084\u6a5f\u80fd\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u3069\u306e\u696d\u52d9\u3092\u8ab0\u304c\u4f7f\u3044\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u306e\u6a29\u9650\u3067\u53c2\u7167\u3057\u3001\u3069\u306eKPI\u3092\u6539\u5584\u3059\u308b\u306e\u304b\u3092\u6574\u7406\u3057\u3066\u304b\u3089\u3001\u6280\u8853\u3068\u958b\u767a\u4f1a\u793e\u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n\n\n\n

\u25bc\u5168\u4f53\u30ac\u30a4\u30c9\u306e\u8a18\u4e8b
\u30fbGoogle Vertex AI\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n

\u4f1a\u793e\u7d39\u4ecb<\/strong><\/h2>\n\n\n\n
\n

\u682a\u5f0f\u4f1a\u793eripla\u3067\u306f\u3001\u304a\u5ba2\u69d8\u306e\u4e8b\u696d\u30fb\u30e6\u30fc\u30b6\u30fc\u30fb\u696d\u52d9\u306b\u6700\u9069\u5316\u3057\u305f\u30aa\u30fc\u30c0\u30fc\u30e1\u30a4\u30c9\u578b\u30b7\u30b9\u30c6\u30e0\u3092\u3001\u69cb\u60f3\u7b56\u5b9a\u30fb\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089\u958b\u767a\u30fb\u6539\u5584\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u652f\u63f4\u3002\u4e8b\u696d\u4f1a\u793e\u3067IT\u30fbDX\u3092\u7d4c\u9a13\u3057\u305f\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u306b\u3088\u308b\u9ad8\u3044\u8981\u4ef6\u5b9a\u7fa9\u529b\u30fb\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u529b\u3092\u6d3b\u304b\u3057\u3001\u4e8b\u696d\u6210\u679c\u306e\u6700\u5927\u5316\u306b\u4f34\u8d70\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u307e\u305f\u3001\u5f53\u793e\u72ec\u81ea\u306e\u958b\u767a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u300cBox\u30b7\u30ea\u30fc\u30ba\u300d\u306b\u3088\u308b\u6a19\u6e96\u6a5f\u80fd\u306e\u9ad8\u901f\u958b\u767a\u3068\u3001AI\u99c6\u52d5\u958b\u767a\u306e\u72ec\u81ea\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300cGoDD\u300d\u306b\u3088\u308b\u72ec\u81ea\u6a5f\u80fd\u306eAI\u5b9f\u88c5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f4e\u30b3\u30b9\u30c8\u30fb\u77ed\u671f\u9593\u3067\u958b\u767a\u3092\u5b9f\u73fe\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u3082\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u306b\u95a2\u3059\u308b\u3054\u8981\u671b\u304c\u3054\u3056\u3044\u307e\u3057\u305f\u3089\u3001\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/a><\/p>\n\n\n\n

\n
\u682a\u5f0f\u4f1a\u793eripla\u306e\u4f1a\u793eHP\u306f\u3053\u3061\u3089<\/strong><\/a><\/div>\n<\/div>\n\n\n\n

\u30fb\u30b5\u30fc\u30d3\u30b9\u6982\u8981\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
\u30fb\u304a\u554f\u5408\u305b\u30da\u30fc\u30b8\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
\u30fb\u304a\u5f79\u7acb\u3061\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 >>><\/a><\/p>\n<\/div>\n\n\n\n

\"\"<\/a><\/figure>\n\n\n\n
\n
\n \u57f7\u7b46\u8005\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\n <\/div>\n
\n
\n \"\u5f35\u7530\u8c37\u51cc\u592e\"\n <\/div>\n
\n
\n \u5f35\u7530\u8c37\u51cc\u592e\n <\/div>\n

\n \u682a\u5f0f\u4f1a\u793eripla \u4ee3\u8868\u53d6\u7de0\u5f79CEO\u3068\u3057\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u30d1\u30c3\u30b1\u30fc\u30b8\u6d3b\u7528\u3001\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001\u751f\u6210AI\u6d3b\u7528\u3001SaaS\u958b\u767a\u3001\u30a2\u30d7\u30ea\u958b\u767a\u3001EC\u69cb\u7bc9\u306a\u3069\u3001\u5e45\u5e83\u3044\u9818\u57df\u3067\u4f01\u696d\u306eDX\u63a8\u9032\u3068\u4e8b\u696d\u6210\u9577\u3092\u652f\u63f4\u3057\u3066\u3044\u308b\u3002\u4e8b\u696d\u4f1a\u793e\u3067IT\u30fbDX\u3092\u7d4c\u9a13\u3057\u305f\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u304c\u96c6\u3046\u682a\u5f0f\u4f1a\u793eripla\u306b\u304a\u3044\u3066\u3001\u304a\u5ba2\u69d8\u306e\u4e8b\u696d\u30fb\u30e6\u30fc\u30b6\u30fc\u30fb\u696d\u52d9\u306b\u6700\u9069\u5316\u3057\u305f\u30aa\u30fc\u30c0\u30fc\u30e1\u30a4\u30c9\u578b\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u60f3\u7b56\u5b9a\u30fb\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089\u958b\u767a\u30fb\u6539\u5584\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u652f\u63f4\u3057\u3001\u5358\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u7d0d\u54c1\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u540c\u3058\u76ee\u7dda\u3067\u4e8b\u696d\u6210\u679c\u306e\u6700\u5927\u5316\u306b\u5411\u3051\u305f\u4f34\u8d70\u652f\u63f4\u3092\u884c\u3046\u3002\u65e9\u7a32\u7530\u5927\u5b66\u5352\u696d\u5f8c\u3001\u30e9\u30af\u30b9\u30eb\u682a\u5f0f\u4f1a\u793e\u3001LINE\u30e4\u30d5\u30fc\u682a\u5f0f\u4f1a\u793e\u306b\u3066\u4e8b\u696d\u958b\u767a\u3084DX\u63a8\u9032\u306a\u3069\u306b\u5f93\u4e8b\u3057\u305f\u5f8c\u3001\u682a\u5f0f\u4f1a\u793eripla\u3092\u5275\u696d\u3002\n <\/p>\n<\/div>\n<\/div>\n<\/div>\n\n

 <\/p>","protected":false},"excerpt":{"rendered":"

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