{"id":8957,"date":"2025-10-10T21:11:43","date_gmt":"2025-10-10T21:11:43","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=8957"},"modified":"2025-10-10T21:11:43","modified_gmt":"2025-10-10T21:11:43","slug":"%e3%80%90%e3%82%84%e3%81%a3%e3%81%a6%e3%81%bf%e3%81%9f%e3%80%91aws-lambda%e3%81%8b%e3%82%89%e3%82%bb%e3%82%ad%e3%83%a5%e3%82%a2%e3%81%abgoogle-cloud%e3%81%aevertex-ai%e3%82%92%e4%bd%bf%e3%81%a3","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/8957\/","title":{"rendered":"\u3010\u3084\u3063\u3066\u307f\u305f\u3011AWS Lambda\u304b\u3089\u30bb\u30ad\u30e5\u30a2\u306bGoogle Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u305f | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog"},"content":{"rendered":"\n<\/p>\n<div>\n<p>        <input type=\"hidden\" class=\"local_domains\" value=\"techblog.nhn-techorus.com\"\/><input type=\"hidden\" class=\"local_domains\" value=\"staging-techblog.nhn-techorus.com\"\/><input type=\"hidden\" class=\"local_domains\" value=\"1.origin.techblog.nhn-techorus.com\"\/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%AF%E3%81%98%E3%82%81%E3%81%AB\"\/>\u306f\u3058\u3081\u306b<span class=\"ez-toc-section-end\"\/><\/h2>\n<p>\u3053\u3093\u306b\u3061\u306f\u3001yasujun\u3067\u3059\u3002<br \/>AWS Lambda\u304b\u3089Google Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u305f\u306e\u3067\u3001\u7c21\u5358\u306b\u624b\u9806\u3092\u3054\u7d39\u4ecb\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BA%8B%E5%89%8D%E3%81%AB%E6%BA%96%E5%82%99%E3%81%99%E3%82%8B%E3%81%93%E3%81%A8\"\/>\u4e8b\u524d\u306b\u6e96\u5099\u3059\u308b\u3053\u3068<span class=\"ez-toc-section-end\"\/><\/h2>\n<p>\u4eca\u56de\u4f7f\u7528\u3059\u308bAI\u30e2\u30c7\u30eb\u300cClaude Opus 4\u300d\u3092Google Cloud\u4e0a\u3067\u6709\u52b9\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\u4e0b\u8a18\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u300cClaude 3.5 Sonnet\u3092\u4f7f\u3044\u59cb\u3081\u308b\u307e\u3067\u300d\u3092\u53c2\u8003\u306b\u300cClaude Opus 4\u300d\u3092\u6709\u52b9\u5316\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u203b\u6ce8\u610f\u70b9<\/h3>\n<p>\u4eca\u56de\u4f7f\u7528\u3059\u308bAI\u30e2\u30c7\u30eb\u300cClaude Opus 4\u300d\u306f\u3001\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\u8a73\u7d30\u306f\u4e0b\u8a18\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/><a target=\"_blank\" href=\"https:\/\/cloud.google.com\/vertex-ai\/generative-ai\/docs\/partner-models\/claude\/opus-4?hl=ja\">https:\/\/cloud.google.com\/vertex-ai\/generative-ai\/docs\/partner-models\/claude\/opus-4?hl=ja<\/a><\/p>\n<p>\u307e\u305f\u3001\u5225\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3055\u308c\u308b\u5834\u5408\u306f\u5225\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BB%8A%E5%9B%9E%E3%82%84%E3%82%8B%E3%81%93%E3%81%A8\"\/>\u4eca\u56de\u3084\u308b\u3053\u3068<span class=\"ez-toc-section-end\"\/><\/h2>\n<p>\u30fbVertex AI\u3092\u5229\u7528\u3059\u308bLambda\u95a2\u6570\u3092\u4f5c\u6210<br \/>\u30fbWorkload Identity\u306e\u8a2d\u5b9a<br \/>\u30fbLambda\u95a2\u6570\u306b\u69cb\u6210\u60c5\u5831\u3092\u8a2d\u5b9a\u3057\u3001Vertex AI\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u308b<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Vertex_AI%E3%82%92%E5%88%A9%E7%94%A8%E3%81%99%E3%82%8BLambda%E9%96%A2%E6%95%B0%E3%82%92%E4%BD%9C%E6%88%90\"\/>Vertex AI\u3092\u5229\u7528\u3059\u308bLambda\u95a2\u6570\u3092\u4f5c\u6210<span class=\"ez-toc-section-end\"\/><\/h2>\n<p>\u4e0b\u8a18\u306e\u624b\u9806\u3067Lambda\u95a2\u6570\u3092\u4f5c\u6210\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<ol>\n<li>Lambda\u95a2\u6570\u7528\u306eIAM\u30ed\u30fc\u30eb\u4f5c\u6210\u3059\u308b<\/li>\n<li>Lambda\u95a2\u6570\u3092\u4f5c\u6210\u3059\u308b<\/li>\n<li>\u5404\u7a2e\u30ec\u30a4\u30e4\u30fc\u3092\u4f5c\u6210\u3059\u308b<\/li>\n<\/ol>\n<h3>1. Lambda\u95a2\u6570\u7528\u306eIAM\u30ed\u30fc\u30eb\u4f5c\u6210\u3059\u308b<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-41713\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/7d19060f1dab6ab37ae7c8c413ea5778-500x292.png\" alt=\"\" width=\"1234\" height=\"720\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/7d19060f1dab6ab37ae7c8c413ea5778-500x292.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/7d19060f1dab6ab37ae7c8c413ea5778-720x420.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/7d19060f1dab6ab37ae7c8c413ea5778-768x448.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/7d19060f1dab6ab37ae7c8c413ea5778-660x385.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/7d19060f1dab6ab37ae7c8c413ea5778.png 1234w\" sizes=\"auto, (max-width: 1234px) 100vw, 1234px\"\/><br \/>\u3053\u3053\u3067\u306f\u300cAWSLambdaBasicExecutionRole\u300d\u306e\u30dd\u30ea\u30b7\u30fc\u3092Lambda\u95a2\u6570\u7528\u306eIAM\u30ed\u30fc\u30eb\u306b\u30a2\u30bf\u30c3\u30c1\u3057\u307e\u3059\u3002<\/p>\n<h3>2. Lambda\u95a2\u6570\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n<ul>\n<li>\u30e9\u30f3\u30bf\u30a4\u30e0\uff1aPython 3.12<\/li>\n<li>\u5b9f\u884c\u30ed\u30fc\u30eb\uff1a\u300c1. Lambda\u95a2\u6570\u7528\u306eIAM\u30ed\u30fc\u30eb\u4f5c\u6210\u300d\u3067\u4f5c\u6210\u3057\u305f\u3082\u306e\u3092\u4f7f\u7528\u3059\u308b<\/li>\n<li>\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\uff1a1\u5206<\/li>\n<\/ul>\n<pre class=\"brush: python; title: ; notranslate\" title=\"\">\nimport json\nimport boto3\nimport logging\nimport anthropic\nfrom anthropic import AnthropicVertex\n\nlogger = logging.getLogger()\nlogger.setLevel(logging.INFO)\n\ndef create_anthropic_client(region: str, project_id: str):\n    try:\n        client = AnthropicVertex(\n            region=region,\n            project_id=project_id,\n        )\n        logger.info(\"Anthropic client created successfully\")\n        return client\n    except Exception as e:\n        logger.error(f\"Failed to create Anthropic client: {str(e)}\")\n        raise\n\ndef lambda_handler(event, context):\n    client = create_anthropic_client(region=\"us-east5\", project_id=\"&gt;\")\n\n    try:\n        message = client.messages.create(\n            model=\"claude-opus-4@20250514\",\n            max_tokens=100,\n            messages=[\n                {\n                    \"role\": \"user\",\n                    \"content\": \"Hello Vertex AI !\",\n                }\n            ],\n        )\n        return {\n            \"statusCode\": 200,\n            \"body\": {\n                \"message\": message.content[0].text\n            }\n        }\n\n    except anthropic.APIStatusError as e:\n        print(\"Another non-200-range status code was received\")\n        print(e.status_code)\n        print(e.response)\n\n    except Exception as e:\n        logger.error(f\"Unexpected error during execution: {str(e)}\")\n        return {\n            \"statusCode\": 500,\n            \"body\": {\n                \"error\": \"Internal server error\",\n                \"message\": str(e),\n            },\n        }\n<\/pre>\n<p>\u203bPython\u306eanthropic\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u3044\u3046\u3082\u306e\u3092\u4f7f\u3063\u3066Vertex AI\u306b\u63a5\u7d9a\u3057\u307e\u3059\u3002<br \/><a target=\"_blank\" href=\"https:\/\/pypi.org\/project\/anthropic\/\">https:\/\/pypi.org\/project\/anthropic\/<\/a><\/p>\n<h3>3. \u5404\u7a2e\u30ec\u30a4\u30e4\u30fc\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n<p>\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u306b\u30e9\u30f3\u30bf\u30a4\u30e0\u3068\u540c\u3058Python\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u5f8c\u3001\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3067\u30ec\u30a4\u30e4\u30fc\u7528\u306eZIP\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"brush: bash; title: ; notranslate\" title=\"\">\n~\/.pyenv\/versions\/3.12.0\/bin\/python3.12 -m pip install --upgrade --no-cache-dir -t .\/yasujun-techblog-vertexai-py-lambda-layer \"anthropic[vertex]\"\nzip -r yasujun-techblog-vertexai-py-lambda-layer.zip yasujun-techblog-vertexai-py-lambda-layer\n<\/pre>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/Nlambda1-500x296.png\" alt=\"\" width=\"1218\" height=\"720\" class=\"alignnone size-medium wp-image-41875\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/Nlambda1-500x296.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/Nlambda1-720x426.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/Nlambda1-768x454.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/Nlambda1-660x390.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/Nlambda1.png 1218w\" sizes=\"auto, (max-width: 1218px) 100vw, 1218px\"\/><br \/>\u30b3\u30f3\u30bd\u30fc\u30eb\u304b\u3089ZIP\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u5f8c\u3001\u30ec\u30a4\u30e4\u30fc\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/Nlambda2-500x293.png\" alt=\"\" width=\"1227\" height=\"720\" class=\"alignnone size-medium wp-image-41876\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/Nlambda2-500x293.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/Nlambda2-720x422.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/Nlambda2-768x451.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/Nlambda2-660x387.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/Nlambda2.png 1227w\" sizes=\"auto, (max-width: 1227px) 100vw, 1227px\"\/><br \/>Lambda\u95a2\u6570\u306b\u30ec\u30a4\u30e4\u30fc\u3092\u7d10\u3065\u3051\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Workload_Identity%E3%81%AE%E8%A8%AD%E5%AE%9A\"\/>Workload Identity\u306e\u8a2d\u5b9a<span class=\"ez-toc-section-end\"\/><\/h2>\n<p>Workload Identity\u306e\u8a2d\u5b9a\u3092\u4e0b\u8a18\u306e\u624b\u9806\u3067\u9032\u3081\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<ol>\n<li>ID\u30d7\u30fc\u30eb\u3092\u4f5c\u6210\u3059\u308b<\/li>\n<li>\u30d7\u30fc\u30eb\u306b\u30d7\u30ed\u30d0\u30a4\u30c0\u3092\u8ffd\u52a0\u3059\u308b<\/li>\n<li>\u30d7\u30ed\u30d0\u30a4\u30c0\u306e\u5c5e\u6027\u3092\u69cb\u6210\u3059\u308b<\/li>\n<li>\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b<\/li>\n<li>Workload Identity\u304b\u3089\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3078\u306e\u6a29\u9650\u501f\u7528\u3092\u8a2d\u5b9a\u3059\u308b<\/li>\n<li>\u69cb\u6210\u60c5\u5831\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b<\/li>\n<\/ol>\n<h3>1. ID\u30d7\u30fc\u30eb\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP1-500x295.png\" alt=\"\" width=\"1222\" height=\"720\" class=\"alignnone size-medium wp-image-41866\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP1-500x295.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP1-720x424.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP1-768x453.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP1-660x389.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP1.png 1222w\" sizes=\"auto, (max-width: 1222px) 100vw, 1222px\"\/><br \/>\u540d\u524d\u3068\u30d7\u30fc\u30ebID\u3092\u5165\u529b\u3057\u3066\u300c\u7d9a\u884c\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<h3>2. \u30d7\u30fc\u30eb\u306b\u30d7\u30ed\u30d0\u30a4\u30c0\u3092\u8ffd\u52a0\u3059\u308b<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP2-500x294.png\" alt=\"\" width=\"1226\" height=\"720\" class=\"alignnone size-medium wp-image-41867\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP2-500x294.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP2-720x423.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP2-768x451.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP2-660x388.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP2.png 1226w\" sizes=\"auto, (max-width: 1226px) 100vw, 1226px\"\/><br \/>\u30d7\u30ed\u30d0\u30a4\u30c0\u306e\u9078\u629e\u3092\u300cAWS\u300d\u306b\u9078\u629e\u3057\u305f\u5f8c\u3001\u30d7\u30ed\u30d0\u30a4\u30c0\u540d\u3068\u30d7\u30ed\u30d0\u30a4\u30c0ID\u3068AWS\u30a2\u30ab\u30a6\u30f3\u30c8ID\u3092\u5165\u529b\u3057\u3066\u300c\u7d9a\u884c\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<h3>3. \u30d7\u30ed\u30d0\u30a4\u30c0\u306e\u5c5e\u6027\u3092\u69cb\u6210\u3059\u308b<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/lat-500x293.png\" alt=\"\" width=\"1228\" height=\"720\" class=\"alignnone size-medium wp-image-41986\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/lat-500x293.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/lat-720x422.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/lat-768x450.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/lat-660x387.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/lat.png 1228w\" sizes=\"auto, (max-width: 1228px) 100vw, 1228px\"\/><br \/>\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u307e\u307e\u3067\u3001\u300c\u4fdd\u5b58\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<h3>4. \u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n<p>\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u4e0b\u8a18\u306e\u6a29\u9650\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002<\/p>\n<p>\u30fbVertex AI \u30e6\u30fc\u30b6\u30fc<br \/>\u30fbWorkload Identity \u30e6\u30fc\u30b6\u30fc<br \/>\u30fb\u30b5\u30fc\u30d3\u30b9 \u30a2\u30ab\u30a6\u30f3\u30c8 \u30c8\u30fc\u30af\u30f3\u4f5c\u6210\u8005<\/p>\n<h3>5. Workload Identity\u304b\u3089\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3078\u306e\u6a29\u9650\u501f\u7528\u3092\u8a2d\u5b9a\u3059\u308b<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP4-500x290.png\" alt=\"\" width=\"1227\" height=\"711\" class=\"alignnone size-medium wp-image-41869\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP4-500x290.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP4-720x417.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP4-768x445.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP4-660x382.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/10\/GCP4.png 1227w\" sizes=\"auto, (max-width: 1227px) 100vw, 1227px\"\/><br \/>\u300c\u30a2\u30af\u30bb\u30b9\u8a31\u53ef\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-41746\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/WIF5-500x433.png\" alt=\"\" width=\"832\" height=\"720\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/WIF5-500x433.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/WIF5-720x623.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/WIF5-768x665.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/WIF5-660x571.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/WIF5.png 832w\" sizes=\"auto, (max-width: 832px) 100vw, 832px\"\/><br \/>\u300c\u30b5\u30fc\u30d3\u30b9 \u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u6a29\u9650\u501f\u7528\u3092\u4f7f\u7528\u3057\u3066\u30a2\u30af\u30bb\u30b9\u6a29\u3092\u4ed8\u4e0e\u3059\u308b\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-41745\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/WIF6-500x356.png\" alt=\"\" width=\"552\" height=\"393\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/WIF6-500x356.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/WIF6.png 552w\" sizes=\"auto, (max-width: 552px) 100vw, 552px\"\/><br \/>\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u300c4. \u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u300d\u3067\u4f5c\u6210\u3057\u305f\u3082\u306e\u3092\u9078\u629e\u3057\u307e\u3059\u3002<br \/>\u30d7\u30ea\u30f3\u30b7\u30d1\u30eb\u3092\u300caws_role\u300d\u306b\u9078\u629e\u3057\u305f\u5f8c\u3001\u5024\u306f\u300c1. Lambda\u95a2\u6570\u7528\u306eIAM\u30ed\u30fc\u30eb\u4f5c\u6210\u300d\u3067\u4f5c\u6210\u3057\u305farn\u3092\u3001assumed-role\u4ed5\u69d8\u3067\u5165\u529b\u3057\u307e\u3059\u3002<br \/>\u4f8b\uff09<br \/>arn:aws:iam::11111111:role\/yasujun-techblog-vertexai-py-lambda-role<br \/>\u2193<br \/>arn:aws:sts::11111111:assumed-role\/yasujun-techblog-vertexai-py-lambda-role<\/p>\n<h3>6. \u69cb\u6210\u60c5\u5831\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-41748\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/service-account-download-500x414.png\" alt=\"\" width=\"754\" height=\"625\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/service-account-download-500x414.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/service-account-download-720x597.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/service-account-download-660x547.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/service-account-download.png 754w\" sizes=\"auto, (max-width: 754px) 100vw, 754px\"\/><br \/>\u300c\u69cb\u6210\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u300d\u3092\u9078\u629e\u3057\u3066json\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Lambda%E9%96%A2%E6%95%B0%E3%81%AB%E6%A7%8B%E6%88%90%E6%83%85%E5%A0%B1%E3%82%92%E8%A8%AD%E5%AE%9A%E3%81%97%E3%81%9F%E5%BE%8C%E3%80%81Vertex_AI%E3%81%AB%E3%83%AA%E3%82%AF%E3%82%A8%E3%82%B9%E3%83%88%E3%82%92%E9%80%81%E3%82%8B\"\/>Lambda\u95a2\u6570\u306b\u69cb\u6210\u60c5\u5831\u3092\u8a2d\u5b9a\u3057\u305f\u5f8c\u3001Vertex AI\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u308b<span class=\"ez-toc-section-end\"\/><\/h2>\n<p>\u6700\u5f8c\u306b\u3001Lambda\u95a2\u6570\u306e\u8a2d\u5b9a\u3092\u4e0b\u8a18\u306e\u624b\u9806\u3067\u9032\u3081\u307e\u3059\u3002<br \/>AWS Lambda\u304b\u3089Vertex AI\u306b\u300cHello Vertex AI!\u300d\u3068\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<ol>\n<li>\u300c6. \u69cb\u6210\u60c5\u5831\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u300d\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u69cb\u6210\u60c5\u5831\u3092AWS Lambda\u30d5\u30a1\u30a4\u30eb\u306b\u914d\u7f6e\u3059\u308b<\/li>\n<li>\u69cb\u6210\u60c5\u5831\u3092\u8aad\u307f\u53d6\u308b\u305f\u3081\u306b\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u74b0\u5883\u5909\u6570\u306b\u683c\u7d0d\u3059\u308b<\/li>\n<li>AWS Lambda\u3092\u624b\u52d5\u5b9f\u884c\u3059\u308b<\/li>\n<\/ol>\n<h3>1. \u300c6. \u69cb\u6210\u60c5\u5831\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u300d\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u69cb\u6210\u60c5\u5831\u3092AWS Lambda\u30d5\u30a1\u30a4\u30eb\u306b\u914d\u7f6e\u3059\u308b<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-41755\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/Invoke_lambda1-500x241.png\" alt=\"\" width=\"1115\" height=\"538\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/Invoke_lambda1-500x241.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/Invoke_lambda1-720x347.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/Invoke_lambda1-768x371.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/Invoke_lambda1-660x318.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/Invoke_lambda1.png 1115w\" sizes=\"auto, (max-width: 1115px) 100vw, 1115px\"\/><br \/>\u300c6. \u69cb\u6210\u60c5\u5831\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u300d\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305fjson\u30d5\u30a1\u30a4\u30eb\u3092\u95a2\u6570\u30d5\u30a1\u30a4\u30eb\u3068\u540c\u3058\u968e\u5c64\u306b\u914d\u7f6e\u3057\u307e\u3059\u3002<\/p>\n<h3>2. \u69cb\u6210\u60c5\u5831\u3092\u8aad\u307f\u53d6\u308b\u305f\u3081\u306b\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u74b0\u5883\u5909\u6570\u306b\u683c\u7d0d\u3059\u308b<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-41756\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/Invoke_lambda2-500x216.png\" alt=\"\" width=\"1280\" height=\"552\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/Invoke_lambda2-500x216.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/Invoke_lambda2-720x311.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/Invoke_lambda2-768x331.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/Invoke_lambda2-660x285.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/Invoke_lambda2.png 1280w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\"\/><br \/>\u74b0\u5883\u5909\u6570\u306e\u30ad\u30fc\u3092\u300cGOOGLE_APPLICATION_CREDENTIALS\u300d\u3068\u5165\u529b\u3057\u305f\u5f8c\u3001\u305d\u306e\u5024\u306b\u300c6. \u69cb\u6210\u60c5\u5831\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u300d\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u69cb\u6210\u60c5\u5831\u306e\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n<h3>3. Lambda\u3092\u624b\u52d5\u5b9f\u884c\u3059\u308b<\/h3>\n<p>\u300cTest\u300d\u2192\u300cInvoke\u300d\u306e\u9806\u3067\u9078\u629e\u3059\u308b\u3068\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306bVertex AI\u304b\u3089\u30ec\u30b9\u30dd\u30f3\u30b9\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"brush: bash; title: ; notranslate\" title=\"\">\nResponse:\n{\n  \"statusCode\": 200,\n  \"body\": {\n    \"message\": \"Hello! I'm actually Claude, an AI assistant made by Anthropic. I'm not Vertex AI - that's Google's AI platform. \\n\\nHow can I help you today? Whether you have questions, need assistance with a task, or just want to chat, I'm here to help!\"\n  }\n}\n<\/pre>\n<h3>\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<\/h3>\n<p>\u30af\u30a9\u30fc\u30bf\u306e\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u5834\u5408\uff1a<\/p>\n<ul>\n<li>Cloud Console\u3092\u901a\u3058\u3066\u73fe\u5728\u306e\u30af\u30a9\u30fc\u30bf\u3092\u78ba\u8a8d\u3059\u308b\u304b\u3001\u30af\u30a9\u30fc\u30bf\u5897\u52a0\u3092\u30ea\u30af\u30a8\u30b9\u30c8\u3057\u3066\u304f\u3060\u3055\u3044<\/li>\n<\/ul>\n<p>\u300cmodel not found\u300d404\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u5834\u5408\uff1a<\/p>\n<ul>\n<li>Model Garden\u3067\u30e2\u30c7\u30eb\u304c\u6709\u52b9\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d<\/li>\n<li>\u6307\u5b9a\u3055\u308c\u305f\u30ea\u30fc\u30b8\u30e7\u30f3\u3078\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u304c\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d<\/li>\n<li>CLOUD_ML_REGION=global\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u3001Model Garden\u306e\u300c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u6a5f\u80fd\u300d\u3067\u30e2\u30c7\u30eb\u304c\u30b0\u30ed\u30fc\u30d0\u30eb\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30b0\u30ed\u30fc\u30d0\u30eb\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u306a\u3044\u30e2\u30c7\u30eb\u306e\u5834\u5408\u3001\u4ee5\u4e0b\u306e\u3044\u305a\u308c\u304b\u3092\u884c\u3063\u3066\u304f\u3060\u3055\u3044\uff1a\n<ul>\n<li>ANTHROPIC_MODEL\u307e\u305f\u306fANTHROPIC_SMALL_FAST_MODEL\u3092\u4ecb\u3057\u3066\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u30e2\u30c7\u30eb\u3092\u6307\u5b9a\u3059\u308b\u3001\u307e\u305f\u306f<\/li>\n<li>VERTEX_REGION_<model_name>\u74b0\u5883\u5909\u6570\u3092\u4f7f\u7528\u3057\u3066\u30ea\u30fc\u30b8\u30e7\u30ca\u30eb\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u8a2d\u5b9a\u3059\u308b<\/model_name><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>429\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u5834\u5408\uff1a<\/p>\n<ul>\n<li>\u30ea\u30fc\u30b8\u30e7\u30ca\u30eb\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u5834\u5408\u3001\u30d7\u30e9\u30a4\u30de\u30ea\u30e2\u30c7\u30eb\u3068\u5c0f\u578b\/\u9ad8\u901f\u30e2\u30c7\u30eb\u304c\u9078\u629e\u3057\u305f\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d<br \/>\u3088\u308a\u826f\u3044\u53ef\u7528\u6027\u306e\u305f\u3081\u306bCLOUD_ML_REGION=global\u3078\u306e\u5207\u308a\u66ff\u3048\u3092\u691c\u8a0e<\/li>\n<\/ul>\n<p>\u5f15\u7528\uff1a<a target=\"_blank\" href=\"https:\/\/docs.claude.com\/ja\/docs\/claude-code\/google-vertex-ai\">https:\/\/docs.claude.com\/ja\/docs\/claude-code\/google-vertex-ai<\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"\/>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"\/><\/h2>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001AWS Lambda\u304b\u3089Google Cloud\u306eVertex AI\u3092\u4f7f\u7528\u3059\u308b\u624b\u9806\u3092\u3054\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3057\u305f\u3002<br \/>\u4eca\u56de\u3054\u7d39\u4ecb\u3057\u305f\u65b9\u6cd5\u3067AWS\u4e0a\u3067\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u3001Amazon Bedrock\u306e\u307f\u306a\u3089\u305aVertex AI\u3068\u306e\u9023\u643a\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u3088\u308a\u591a\u304f\u306e\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\u3053\u308c\u306b\u3088\u308aAmazon Bedrock\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u306a\u3044\u30e2\u30c7\u30eb\u3082\u3001AWS\u4e0a\u3067\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u5229\u7528\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30e2\u30c7\u30eb\u306e\u9078\u629e\u80a2\u304c\u5897\u3048\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3067\u305c\u3072\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>NHN \u30c6\u30b3\u30e9\u30b9\u306e\u63a1\u7528\u60c5\u5831\u306f\u3053\u3061\u3089<\/h3>\n<p><a target=\"_blank\" href=\"https:\/\/recruit.nhn-japan.com\/techorus\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/c8e7417df7e46e0ec8975133147765d6.png\" alt=\"\" width=\"620\" height=\"80\" class=\"alignnone size-full wp-image-41375\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/c8e7417df7e46e0ec8975133147765d6.png 620w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/c8e7417df7e46e0ec8975133147765d6-500x65.png 500w\" sizes=\"auto, (max-width: 620px) 100vw, 620px\"\/><\/a><\/p>\n<\/p><\/div>\n\n<br \/><a href=\"https:\/\/techblog.nhn-techorus.com\/archives\/41688\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u306f\u3058\u3081\u306b \u3053\u3093\u306b\u3061\u306f\u3001yasujun\u3067\u3059\u3002AWS Lambda\u304b\u3089Google Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u305f\u306e\u3067\u3001\u7c21\u5358\u306b\u624b\u9806\u3092\u3054\u7d39\u4ecb\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002 \u4e8b\u524d\u306b\u6e96\u5099\u3059\u308b\u3053\u3068 \u4eca\u56de\u4f7f\u7528\u3059\u308bAI\u30e2\u30c7\u30eb\u300cCl [&hellip;]","protected":false},"author":1,"featured_media":8958,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-8957","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u3010\u3084\u3063\u3066\u307f\u305f\u3011AWS Lambda\u304b\u3089\u30bb\u30ad\u30e5\u30a2\u306bGoogle Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u305f | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog - \u30dd\u30b1\u30b3\u30f3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/techblog.nhn-techorus.com\/archives\/41688\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010\u3084\u3063\u3066\u307f\u305f\u3011AWS Lambda\u304b\u3089\u30bb\u30ad\u30e5\u30a2\u306bGoogle Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u305f | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog - \u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"og:description\" content=\"\u306f\u3058\u3081\u306b \u3053\u3093\u306b\u3061\u306f\u3001yasujun\u3067\u3059\u3002AWS Lambda\u304b\u3089Google Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u305f\u306e\u3067\u3001\u7c21\u5358\u306b\u624b\u9806\u3092\u3054\u7d39\u4ecb\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002 \u4e8b\u524d\u306b\u6e96\u5099\u3059\u308b\u3053\u3068 \u4eca\u56de\u4f7f\u7528\u3059\u308bAI\u30e2\u30c7\u30eb\u300cCl [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/techblog.nhn-techorus.com\/archives\/41688\" \/>\n<meta property=\"og:site_name\" content=\"\u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-10T21:11:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/4c3cb2ce6769235d931fe377a9401b72.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"662\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"info@pokecon.jp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"info@pokecon.jp\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/techblog.nhn-techorus.com\\\/archives\\\/41688#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/8957\\\/\"},\"author\":{\"name\":\"info@pokecon.jp\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\"},\"headline\":\"\u3010\u3084\u3063\u3066\u307f\u305f\u3011AWS Lambda\u304b\u3089\u30bb\u30ad\u30e5\u30a2\u306bGoogle Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u305f | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog\",\"datePublished\":\"2025-10-10T21:11:43+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/8957\\\/\"},\"wordCount\":189,\"image\":{\"@id\":\"https:\\\/\\\/techblog.nhn-techorus.com\\\/archives\\\/41688#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/4c3cb2ce6769235d931fe377a9401b72.jpg\",\"articleSection\":[\"\u4f01\u696d\u30c6\u30c3\u30af\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/8957\\\/\",\"url\":\"https:\\\/\\\/techblog.nhn-techorus.com\\\/archives\\\/41688\",\"name\":\"\u3010\u3084\u3063\u3066\u307f\u305f\u3011AWS Lambda\u304b\u3089\u30bb\u30ad\u30e5\u30a2\u306bGoogle Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u305f | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog - \u30dd\u30b1\u30b3\u30f3\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/techblog.nhn-techorus.com\\\/archives\\\/41688#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/techblog.nhn-techorus.com\\\/archives\\\/41688#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/4c3cb2ce6769235d931fe377a9401b72.jpg\",\"datePublished\":\"2025-10-10T21:11:43+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/techblog.nhn-techorus.com\\\/archives\\\/41688#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/techblog.nhn-techorus.com\\\/archives\\\/41688\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/techblog.nhn-techorus.com\\\/archives\\\/41688#primaryimage\",\"url\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/4c3cb2ce6769235d931fe377a9401b72.jpg\",\"contentUrl\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/4c3cb2ce6769235d931fe377a9401b72.jpg\",\"width\":1280,\"height\":662},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/techblog.nhn-techorus.com\\\/archives\\\/41688#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30db\u30fc\u30e0\",\"item\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u3010\u3084\u3063\u3066\u307f\u305f\u3011AWS Lambda\u304b\u3089\u30bb\u30ad\u30e5\u30a2\u306bGoogle Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u305f | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#website\",\"url\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/\",\"name\":\"\u30dd\u30b1\u30b3\u30f3\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\",\"name\":\"info@pokecon.jp\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g\",\"caption\":\"info@pokecon.jp\"},\"url\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/author\\\/infopokecon-jp\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u3010\u3084\u3063\u3066\u307f\u305f\u3011AWS Lambda\u304b\u3089\u30bb\u30ad\u30e5\u30a2\u306bGoogle Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u305f | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog - \u30dd\u30b1\u30b3\u30f3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/techblog.nhn-techorus.com\/archives\/41688","og_locale":"ja_JP","og_type":"article","og_title":"\u3010\u3084\u3063\u3066\u307f\u305f\u3011AWS Lambda\u304b\u3089\u30bb\u30ad\u30e5\u30a2\u306bGoogle Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u305f | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog - \u30dd\u30b1\u30b3\u30f3","og_description":"\u306f\u3058\u3081\u306b \u3053\u3093\u306b\u3061\u306f\u3001yasujun\u3067\u3059\u3002AWS Lambda\u304b\u3089Google Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u305f\u306e\u3067\u3001\u7c21\u5358\u306b\u624b\u9806\u3092\u3054\u7d39\u4ecb\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002 \u4e8b\u524d\u306b\u6e96\u5099\u3059\u308b\u3053\u3068 \u4eca\u56de\u4f7f\u7528\u3059\u308bAI\u30e2\u30c7\u30eb\u300cCl [&hellip;]","og_url":"https:\/\/techblog.nhn-techorus.com\/archives\/41688","og_site_name":"\u30dd\u30b1\u30b3\u30f3","article_published_time":"2025-10-10T21:11:43+00:00","og_image":[{"width":1280,"height":662,"url":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/4c3cb2ce6769235d931fe377a9401b72.jpg","type":"image\/jpeg"}],"author":"info@pokecon.jp","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"info@pokecon.jp","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"2\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/techblog.nhn-techorus.com\/archives\/41688#article","isPartOf":{"@id":"https:\/\/pokecon.jp\/job\/8957\/"},"author":{"name":"info@pokecon.jp","@id":"https:\/\/pokecon.jp\/job\/#\/schema\/person\/16c9f07b1ba984d165d9aee259bda997"},"headline":"\u3010\u3084\u3063\u3066\u307f\u305f\u3011AWS Lambda\u304b\u3089\u30bb\u30ad\u30e5\u30a2\u306bGoogle Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u305f | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog","datePublished":"2025-10-10T21:11:43+00:00","mainEntityOfPage":{"@id":"https:\/\/pokecon.jp\/job\/8957\/"},"wordCount":189,"image":{"@id":"https:\/\/techblog.nhn-techorus.com\/archives\/41688#primaryimage"},"thumbnailUrl":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/4c3cb2ce6769235d931fe377a9401b72.jpg","articleSection":["\u4f01\u696d\u30c6\u30c3\u30af"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/pokecon.jp\/job\/8957\/","url":"https:\/\/techblog.nhn-techorus.com\/archives\/41688","name":"\u3010\u3084\u3063\u3066\u307f\u305f\u3011AWS Lambda\u304b\u3089\u30bb\u30ad\u30e5\u30a2\u306bGoogle Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u305f | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog - \u30dd\u30b1\u30b3\u30f3","isPartOf":{"@id":"https:\/\/pokecon.jp\/job\/#website"},"primaryImageOfPage":{"@id":"https:\/\/techblog.nhn-techorus.com\/archives\/41688#primaryimage"},"image":{"@id":"https:\/\/techblog.nhn-techorus.com\/archives\/41688#primaryimage"},"thumbnailUrl":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/4c3cb2ce6769235d931fe377a9401b72.jpg","datePublished":"2025-10-10T21:11:43+00:00","author":{"@id":"https:\/\/pokecon.jp\/job\/#\/schema\/person\/16c9f07b1ba984d165d9aee259bda997"},"breadcrumb":{"@id":"https:\/\/techblog.nhn-techorus.com\/archives\/41688#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/techblog.nhn-techorus.com\/archives\/41688"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/techblog.nhn-techorus.com\/archives\/41688#primaryimage","url":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/4c3cb2ce6769235d931fe377a9401b72.jpg","contentUrl":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/4c3cb2ce6769235d931fe377a9401b72.jpg","width":1280,"height":662},{"@type":"BreadcrumbList","@id":"https:\/\/techblog.nhn-techorus.com\/archives\/41688#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/pokecon.jp\/job\/"},{"@type":"ListItem","position":2,"name":"\u3010\u3084\u3063\u3066\u307f\u305f\u3011AWS Lambda\u304b\u3089\u30bb\u30ad\u30e5\u30a2\u306bGoogle Cloud\u306eVertex AI\u3092\u4f7f\u3063\u3066\u307f\u305f | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog"}]},{"@type":"WebSite","@id":"https:\/\/pokecon.jp\/job\/#website","url":"https:\/\/pokecon.jp\/job\/","name":"\u30dd\u30b1\u30b3\u30f3","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/pokecon.jp\/job\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/pokecon.jp\/job\/#\/schema\/person\/16c9f07b1ba984d165d9aee259bda997","name":"info@pokecon.jp","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g","caption":"info@pokecon.jp"},"url":"https:\/\/pokecon.jp\/job\/author\/infopokecon-jp\/"}]}},"_links":{"self":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts\/8957","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/comments?post=8957"}],"version-history":[{"count":1,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts\/8957\/revisions"}],"predecessor-version":[{"id":8959,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts\/8957\/revisions\/8959"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/media\/8958"}],"wp:attachment":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/media?parent=8957"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/categories?post=8957"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/tags?post=8957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}