{"id":39010,"date":"2025-05-21T22:04:19","date_gmt":"2025-05-21T14:04:19","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/39010.html"},"modified":"2025-05-21T22:04:19","modified_gmt":"2025-05-21T14:04:19","slug":"aws-sagemaker-vs-bedrock%ef%bc%9a%e8%af%a5%e9%80%89%e5%93%aa%e4%b8%aa%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/39010.html","title":{"rendered":"AWS SageMaker vs Bedrock\uff1a\u8be5\u9009\u54ea\u4e2a\uff1f"},"content":{"rendered":"<p>\u968f\u7740\u751f\u6210\u5f0f AI \u7684\u5feb\u901f\u5d1b\u8d77&#xff0c;\u8d8a\u6765\u8d8a\u591a\u4f01\u4e1a\u5e0c\u671b\u501f\u52a9\u4e91\u4e0a\u5de5\u5177&#xff0c;\u52a0\u901f AI \u5e94\u7528\u7684\u6784\u5efa\u4e0e\u843d\u5730\u3002AWS \u4f5c\u4e3a\u9886\u5148\u7684\u4e91\u670d\u52a1\u63d0\u4f9b\u5546&#xff0c;\u63d0\u4f9b\u4e86\u4e24\u6b3e\u6838\u5fc3 AI \u670d\u52a1&#xff1a;Amazon SageMaker\u00a0\u548c\u00a0Amazon Bedrock\u3002\u5b83\u4eec\u867d\u7136\u540c\u5c5e AWS AI \u751f\u6001\u7cfb\u7edf&#xff0c;\u4f46\u5b9a\u4f4d\u622a\u7136\u4e0d\u540c&#xff0c;\u529f\u80fd\u4e0e\u9002\u7528\u573a\u666f\u4e5f\u5b58\u5728\u660e\u663e\u533a\u522b\u3002<\/p>\n<p>\u672c\u6587\u5c06\u56f4\u7ed5\u201caws sagemaker vs bedrock\u201d\u8fd9\u4e00\u6838\u5fc3\u5173\u952e\u8bcd&#xff0c;\u4ece\u529f\u80fd\u3001\u6280\u672f\u67b6\u6784\u5230\u5e94\u7528\u573a\u666f&#xff0c;\u5168\u9762\u89e3\u6790\u8fd9\u4e24\u6b3e\u670d\u52a1\u7684\u5dee\u5f02&#xff0c;\u5e76\u63d0\u4f9b\u5b9e\u9645\u7684\u9009\u578b\u5efa\u8bae&#xff0c;\u5e2e\u52a9\u4f01\u4e1a\u660e\u786e\u6280\u672f\u8def\u7ebf\u3002<\/p>\n<\/p>\n<h5>Amazon Bedrock&#xff1a;\u4f4e\u95e8\u69db\u3001\u5373\u5f00\u5373\u7528\u7684\u751f\u6210\u5f0f AI \u670d\u52a1<\/h5>\n<p>Amazon Bedrock \u662f\u4e00\u9879\u9762\u5411\u4f01\u4e1a\u4e0e\u5f00\u53d1\u8005\u7684\u5168\u6258\u7ba1\u751f\u6210\u5f0f AI \u670d\u52a1\u3002\u901a\u8fc7\u5b83&#xff0c;\u4f60\u53ef\u4ee5\u65e0\u9700\u7ba1\u7406\u5e95\u5c42\u6a21\u578b\u6216\u57fa\u7840\u8bbe\u65bd&#xff0c;\u76f4\u63a5\u8c03\u7528\u6765\u81ea\u591a\u5bb6\u9886\u5148\u6a21\u578b\u63d0\u4f9b\u5546&#xff08;\u5982 Anthropic\u3001Meta\u3001Mistral\u3001Stability AI \u53ca AWS \u81ea\u7814\u7684 Titan \u6a21\u578b&#xff09;\u7684 LLM \u80fd\u529b\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"300\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250521140418-682ddd620d2bb.png\" width=\"201\" \/><\/p>\n<\/p>\n<h6>\u6838\u5fc3\u4f18\u52bf&#xff1a;<\/h6>\n<ul>\n<li>\u5373\u63d2\u5373\u7528\u7684\u591a\u6a21\u578b\u8bbf\u95ee\u80fd\u529b&#xff1a;\u901a\u8fc7\u7edf\u4e00 API \u63a5\u53e3&#xff0c;\u8f7b\u677e\u63a5\u5165 Claude\u3001Llama \u7b49\u591a\u4e2a\u6a21\u578b&#xff0c;\u652f\u6301\u591a\u6a21\u578b A\/B \u6d4b\u8bd5\u3002<\/li>\n<li>\u65e0\u9700\u6a21\u578b\u8bad\u7ec3\u6216\u90e8\u7f72&#xff1a;\u5b8c\u5168\u6258\u7ba1&#xff0c;\u7701\u53bb\u6a21\u578b\u7ba1\u7406\u4e0e\u7ef4\u62a4\u6210\u672c\u3002<\/li>\n<li>\u4e30\u5bcc\u7684\u751f\u6210\u5f0f AI \u5de5\u5177\u96c6\u6210&#xff1a;\u652f\u6301 RAG\u3001Agents\u3001\u54cd\u5e94\u63a7\u5236\u3001\u6a21\u578b\u5fae\u8c03\u7b49\u80fd\u529b&#xff0c;\u4fbf\u4e8e\u5feb\u901f\u6784\u5efa AI \u5e94\u7528\u3002<\/li>\n<li>\u9ad8\u5ea6\u5b89\u5168\u4e0e\u5408\u89c4&#xff1a;\u96c6\u6210 VPC\u3001IAM\u3001CloudTrail\u3001\u52a0\u5bc6\u7b49 AWS \u539f\u751f\u5b89\u5168\u670d\u52a1&#xff0c;\u786e\u4fdd\u4f01\u4e1a\u7ea7\u4f7f\u7528\u5b89\u5168\u3002<\/li>\n<\/ul>\n<h6>\u9002\u5408\u8c01\u7528&#xff1f;<\/h6>\n<ul>\n<li>\u5e0c\u671b\u5feb\u901f\u96c6\u6210 AI \u529f\u80fd\u7684\u4f01\u4e1a\u4e0e\u5f00\u53d1\u56e2\u961f<\/li>\n<li>\u6ca1\u6709\u673a\u5668\u5b66\u4e60\u56e2\u961f\u6216\u4e0d\u60f3\u6295\u5165\u6a21\u578b\u8bad\u7ec3\u8d44\u6e90\u7684\u516c\u53f8<\/li>\n<li>\u9700\u8981\u5bf9\u6bd4\u591a\u4e2a\u4e3b\u6d41\u5927\u6a21\u578b&#xff0c;\u9009\u51fa\u6700\u4f18\u89e3\u7684\u521b\u65b0\u56e2\u961f<\/li>\n<li>\u5173\u6ce8\u6a21\u578b\u5b89\u5168\u3001\u5408\u89c4\u3001\u7a33\u5b9a\u6027\u7684\u884c\u4e1a\u7528\u6237<\/li>\n<\/ul>\n<h5>Amazon SageMaker&#xff1a;\u7075\u6d3b\u5f3a\u5927\u7684\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4e0e\u90e8\u7f72\u5e73\u53f0<\/h5>\n<p>Amazon SageMaker \u662f AWS \u7684\u65d7\u8230\u7ea7\u673a\u5668\u5b66\u4e60\u5e73\u53f0&#xff0c;\u63d0\u4f9b\u7aef\u5230\u7aef\u7684\u6a21\u578b\u6784\u5efa\u3001\u8bad\u7ec3\u3001\u4f18\u5316\u4e0e\u90e8\u7f72\u80fd\u529b\u3002\u4e0e Bedrock \u4e0d\u540c&#xff0c;\u5b83\u9762\u5411\u5177\u5907\u4e13\u4e1a ML \u80fd\u529b\u7684\u7528\u6237&#xff0c;\u9002\u7528\u4e8e\u4ece\u96f6\u5f00\u59cb\u6253\u9020\u5b9a\u5236\u6a21\u578b\u7684\u573a\u666f\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"234\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250521140418-682ddd621b401.png\" width=\"300\" \/><\/p>\n<\/p>\n<h6>\u6838\u5fc3\u4f18\u52bf&#xff1a;<\/h6>\n<ul>\n<li>\u5168\u9762\u7684\u8bad\u7ec3\u4e0e\u63a8\u7406\u80fd\u529b&#xff1a;\u652f\u6301\u81ea\u5b9a\u4e49\u8bad\u7ec3\u811a\u672c\u3001\u591a\u79cd\u7b97\u6cd5\u6846\u67b6&#xff08;\u5982 PyTorch\u3001TensorFlow\u3001HuggingFace&#xff09;\u4ee5\u53ca\u6a21\u578b\u4f18\u5316\u5de5\u5177\u3002<\/li>\n<li>\u7aef\u5230\u7aef MLOps \u5de5\u5177\u94fe&#xff1a;\u5305\u62ec SageMaker Pipelines\u3001\u81ea\u52a8\u8d85\u53c2\u8c03\u4f18\u3001\u6a21\u578b\u76d1\u63a7\u7b49\u529f\u80fd&#xff0c;\u52a9\u529b\u4f01\u4e1a\u6784\u5efa\u7a33\u5b9a\u9ad8\u6548\u7684 ML \u5de5\u4f5c\u6d41\u3002<\/li>\n<li>\u652f\u6301\u8bad\u7ec3\u79c1\u6709 Foundation Model&#xff1a;\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u6a21\u578b\u7684\u4e2a\u6027\u5316\u8bad\u7ec3\u3002<\/li>\n<li>\u53ef\u6269\u5c55\u7684\u90e8\u7f72\u9009\u9879&#xff1a;\u5305\u62ec\u5b9e\u65f6\u63a8\u7406\u3001\u6279\u91cf\u63a8\u7406\u548c\u8fb9\u7f18\u90e8\u7f72&#xff0c;\u6ee1\u8db3\u4e0d\u540c\u4e1a\u52a1\u9700\u6c42\u3002<\/li>\n<\/ul>\n<h6>\u9002\u5408\u8c01\u7528&#xff1f;<\/h6>\n<ul>\n<li>\u62e5\u6709\u6570\u636e\u79d1\u5b66\u56e2\u961f\u3001\u5e0c\u671b\u4ece\u96f6\u6784\u5efa AI \u6a21\u578b\u7684\u4f01\u4e1a<\/li>\n<li>\u5728\u7279\u5b9a\u9886\u57df&#xff08;\u5982\u533b\u7597\u3001\u91d1\u878d\u3001\u5236\u9020&#xff09;\u9700\u8981\u8bad\u7ec3\u884c\u4e1a\u4e13\u5c5e\u6a21\u578b<\/li>\n<li>\u5bf9\u8bad\u7ec3\u53c2\u6570\u3001\u6a21\u578b\u7ed3\u6784\u3001\u63a8\u7406\u6027\u80fd\u6709\u7ec6\u7c92\u5ea6\u63a7\u5236\u9700\u6c42\u7684\u7528\u6237<\/li>\n<li>\u9700\u8981\u96c6\u6210\u81ea\u52a8\u5316 ML \u6d41\u7a0b\u548c\u6cbb\u7406\u80fd\u529b\u7684\u5927\u578b\u4f01\u4e1a\u6216\u79d1\u7814\u673a\u6784<\/li>\n<\/ul>\n<h5>Amazon Bedrock vs SageMaker&#xff1a;\u6838\u5fc3\u533a\u522b\u5bf9\u6bd4\u8868<\/h5>\n<table border=\"1\">\n<tbody>\n<tr>\u529f\u80fd\u7ef4\u5ea6<\/p>\n<td>Amazon Bedrock<\/td>\n<td>Amazon SageMaker<\/td>\n<\/tr>\n<tr>\n<td>\u9762\u5411\u4eba\u7fa4<\/td>\n<td>\u00a0\u5f00\u53d1\u8005\u3001\u4ea7\u54c1\u7ecf\u7406\u3001\u4f01\u4e1a\u5e94\u7528\u56e2\u961f<\/td>\n<td>\u6570\u636e\u79d1\u5b66\u5bb6\u3001ML \u5de5\u7a0b\u5e08<\/td>\n<\/tr>\n<tr>\n<td>\u6a21\u578b\u7c7b\u578b<\/td>\n<td>\u7b2c\u4e09\u65b9 LLM&#xff08;Claude\u3001Llama \u7b49&#xff09;<\/td>\n<td>\u81ea\u5b9a\u4e49\u6a21\u578b\u3001\u5f00\u6e90\u6a21\u578b\u3001\u79c1\u6709\u5927\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>\u4f7f\u7528\u95e8\u69db<\/td>\n<td>\u4f4e&#xff0c;\u65e0\u9700\u6a21\u578b\u8bad\u7ec3\u7ecf\u9a8c<\/td>\n<td>\u8f83\u9ad8&#xff0c;\u9700\u8981\u638c\u63e1 ML \u67b6\u6784\u548c\u6d41\u7a0b<\/td>\n<\/tr>\n<tr>\n<td>\u8bad\u7ec3\u4e0e\u90e8\u7f72\u80fd\u529b<\/td>\n<td>\u4e0d\u652f\u6301\u672c\u5730\u8bad\u7ec3&#xff0c;\u4ec5\u652f\u6301\u8c03\u7528\u6a21\u578b<\/td>\n<td>\u652f\u6301\u5168\u6d41\u7a0b\u8bad\u7ec3\u3001\u90e8\u7f72\u4e0e\u4f18\u5316<\/td>\n<\/tr>\n<tr>\n<td>\u7075\u6d3b\u6027\u4e0e\u63a7\u5236\u6743<\/td>\n<td>\u4f4e&#xff0c;\u6258\u7ba1\u5f0f\u670d\u52a1<\/td>\n<td>\u9ad8&#xff0c;\u81ea\u5b9a\u4e49\u80fd\u529b\u5f3a<\/td>\n<\/tr>\n<tr>\n<td>\u5b89\u5168\u5408\u89c4\u652f\u6301<\/td>\n<td>\u539f\u751f AWS \u96c6\u6210&#xff0c;\u652f\u6301\u4f01\u4e1a\u7ea7\u5b89\u5168\u63a7\u5236<\/td>\n<td>\u53ef\u901a\u8fc7\u914d\u7f6e\u6ee1\u8db3\u5b89\u5168\u4e0e\u5408\u89c4\u8981\u6c42<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>\u4f7f\u7528\u573a\u666f\u5bf9\u7167&#xff1a;\u54ea\u4e2a\u670d\u52a1\u66f4\u9002\u5408\u4f60&#xff1f;<\/h5>\n<table border=\"1\">\n<tbody>\n<tr>\n<td>\u4f7f\u7528\u9700\u6c42<\/td>\n<td>\u63a8\u8350\u670d\u52a1<\/td>\n<\/tr>\n<tr>\n<td>\u60f3\u5feb\u901f\u4e0a\u7ebf\u4e00\u4e2a AI \u95ee\u7b54\u52a9\u624b&#xff0c;\u65e0\u9700\u81ea\u5b9a\u4e49\u6a21\u578b<\/td>\n<td>Amazon Bedrock<\/td>\n<\/tr>\n<tr>\n<td>\u62e5\u6709 ML \u56e2\u961f&#xff0c;\u60f3\u8bad\u7ec3\u7cbe\u51c6\u7684\u7535\u5546\u63a8\u8350\u7cfb\u7edf<\/td>\n<td>Amazon SageMaker<\/td>\n<\/tr>\n<tr>\n<td>\u5e0c\u671b\u6d4b\u8bd5\u591a\u4e2a LLM&#xff08;\u5982 Claude \u4e0e Llama&#xff09;\u7684\u751f\u6210\u8868\u73b0<\/td>\n<td>Amazon Bedrock<\/td>\n<\/tr>\n<tr>\n<td>\u60f3\u6784\u5efa\u4e00\u4e2a\u533b\u7597 NLP \u6a21\u578b&#xff0c;\u5e76\u4f18\u5316\u5176\u63a8\u7406\u6027\u80fd<\/td>\n<td>Amazon SageMaker<\/td>\n<\/tr>\n<tr>\n<td>\u53ea\u9700\u8c03\u7528 Claude API \u5b9e\u73b0\u667a\u80fd\u6587\u6848\u751f\u6210<\/td>\n<td>Amazon Bedrock<\/td>\n<\/tr>\n<tr>\n<td>\u5bf9 GPU \u8bad\u7ec3\u8d44\u6e90\u3001\u8bad\u7ec3\u7ba1\u63a7\u4e0e\u7248\u672c\u6cbb\u7406\u6709\u9ad8\u8981\u6c42<\/td>\n<td>Amazon SageMaker<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>\u603b\u7ed3&#xff1a;AWS SageMaker vs Bedrock&#xff0c;\u8c01\u662f\u4f60\u7684\u6700\u4f73\u9009\u62e9&#xff1f;<\/h5>\n<ul>\n<li>\u5982\u679c\u4f60\u60f3\u5feb\u901f\u642d\u5efa\u751f\u6210\u5f0f AI \u5e94\u7528&#xff0c;\u4e0d\u5e0c\u671b\u81ea\u5df1\u7ba1\u7406\u6a21\u578b&#xff0c;\u4e14\u6ce8\u91cd\u5b89\u5168\u5408\u89c4 \u2014\u2014\u00a0Amazon Bedrock 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