{"id":4065,"date":"2025-11-06T17:28:28","date_gmt":"2025-11-06T09:28:28","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=4065"},"modified":"2025-11-06T17:28:28","modified_gmt":"2025-11-06T09:28:28","slug":"amazon-bedrock-compared-with-amazon-sagemaker","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/zh_hk\/amazon-bedrock-compared-with-amazon-sagemaker\/","title":{"rendered":"Amazon Bedrock \u8207Amazon SageMaker\u76f8\u6bd4"},"content":{"rendered":"

\u96a8\u8457\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u5728\u4f01\u696d\u5167\u90e8\u696d\u52d9\u6d41\u7a0b\u3001\u670d\u52d9\u4ea4\u4ed8\u8207\u6578\u4f4d\u5316\u5275\u65b0\u4e2d\u88ab\u5ee3\u6cdb\u63a1\u7528\uff0c\u5982\u4f55\u9078\u64c7\u9069\u914d\u7684AI \u5e73\u53f0\u6210\u70ba\u7d44\u7e54\u63a8\u52d5AI \u843d\u5730\u7684\u6838\u5fc3\u554f\u984c\u3002\u5728AWS \u96f2\u7aef\u4e0a\uff0cAmazon Bedrock<\/strong> \u8207 Amazon SageMaker<\/strong> \u662f\u5169\u985e\u4ee3\u8868\u6027\u5e73\u53f0\uff0c\u5206\u5225\u9762\u5411 \u9810\u8a13\u7df4\u6a21\u578b\u547c\u53eb\u8207\u61c9\u7528\u958b\u767c<\/strong>\uff0c\u4ee5\u53ca \u81ea\u8a02\u6a21\u578b\u8a13\u7df4\u3001\u7ba1\u7406\u8207\u90e8\u7f72<\/strong> \u5169\u7a2e\u9700\u6c42\u5834\u666f\u3002\u672c\u6587\u5c07\u5f9e\u5e73\u53f0\u5b9a\u4f4d\u3001\u7279\u6027\u5dee\u7570\u8207\u4f01\u696d\u5be6\u969b\u843d\u5730\u89d2\u5ea6\u9032\u884c\u7cfb\u7d71\u6027\u5206\u6790\u3002<\/p>\n

 <\/p>\n

AWS AI\/ML \u670d\u52d9\u9ad4\u7cfb\u6982\u89bd<\/strong><\/h4>\n

AWS \u7684AI\/ML \u7522\u54c1\u9ad4\u7cfb\u5efa\u69cb\u5728\u7d71\u4e00\u7684\u96f2\u7aef\u57fa\u790e\u8a2d\u65bd\u4e4b\u4e0a\uff0c\u63d0\u4f9b\u5f9e\u7b97\u529b\u3001\u8cc7\u6599\u8655\u7406\u3001\u6a21\u578b\u958b\u767c\u5230\u751f\u7522\u7d1a\u63a8\u7406\u7684\u5168\u9023\u7d50\u80fd\u529b\u3002\u5176\u4e2d\uff1a<\/p>\n

    \n
  • \n

    Amazon SageMaker<\/strong> \u63d0\u4f9b\u5b8c\u6574\u7684\u6a21\u578b\u8a13\u7df4\u3001\u8abf\u512a\u3001\u90e8\u7f72\u8207\u76e3\u63a7\u80fd\u529b\uff0c\u9069\u7528\u65bc\u5177\u5099\u6f14\u7b97\u6cd5\u8207\u8cc7\u6599\u79d1\u5b78\u80fd\u529b\u7684\u5718\u968a\u3002<\/p>\n<\/li>\n

  • \n

    Amazon Bedrock<\/strong> \u63d0\u4f9b\u591a\u5bb6\u6a21\u578b\u4f9b\u61c9\u5546\u7684\u9ad8\u6548\u80fd\u57fa\u790e\u6a21\u578b\uff0c\u53ef\u900f\u904eAPI \u5feb\u901f\u6574\u5408\u751f\u6210\u5f0fAI \u80fd\u529b\u3002<\/p>\n<\/li>\n<\/ul>\n

    \u4e8c\u8005\u4e26\u975e\u66ff\u4ee3\u95dc\u4fc2\uff0c\u800c\u662f\u6eff\u8db3 \u4e0d\u540cAI \u6210\u719f\u5ea6\u968e\u6bb5<\/strong> \u7684\u4f01\u696d\u9700\u6c42\u3002<\/p>\n

    <\/h3>\n

    Amazon Bedrock \u7c21\u4ecb<\/strong><\/h4>\n

    Amazon Bedrock<\/strong> \u662f\u4e00\u9805 \u7121\u4f3a\u670d\u5668\u7684\u8a17\u7ba1\u578b\u751f\u6210\u5f0fAI \u670d\u52d9<\/strong>\uff0c\u900f\u904e\u7d71\u4e00API \u65b9\u5f0f\u63a5\u53d6\u591a\u5bb6\u9818\u5148\u6a21\u578b\u5ee0\u5546\uff0c\u5305\u62ecAnthropic\uff08Claude \u7cfb\u5217\uff09\u3001Meta\u3001Mistral\u3001Stability AI\u3001Amazon Titan \u7b49\u3002<\/p>\n

    \u6838\u5fc3\u7279\u6027\uff1a<\/strong><\/p>\n

      \n
    1. \n

      \u7121\u9700\u6a21\u578b\u8a13\u7df4\u8207\u6a5f\u5668\u5b78\u7fd2\u80cc\u666f<\/strong>
      \n\u958b\u767c\u8005\u53ef\u76f4\u63a5\u547c\u53eb\u6a21\u578b\u7528\u65bc\u5c0d\u8a71\u3001\u554f\u7b54\u3001\u6587\u5b57\u751f\u6210\u3001\u5716\u50cf\u751f\u6210\u7b49\u4efb\u52d9\u3002<\/p>\n<\/li>\n

    2. \n

      \u7121\u4f3a\u670d\u5668\u67b6\u69cb<\/strong>
      \n\u7121\u9700\u7ba1\u7406\u5e95\u5c64\u904b\u7b97\u8cc7\u6e90\uff0c\u5e73\u53f0\u6839\u64da\u8ca0\u8f09\u81ea\u52d5\u64f4\u5c55\u3002<\/p>\n<\/li>\n

    3. \n

      \u8cc7\u6599\u5b89\u5168\u8207\u9694\u96e2<\/strong>
      \n\u4f01\u696d\u8f38\u5165\u8cc7\u6599\u4e0d\u7528\u65bc\u6a21\u578b\u518d\u8a13\u7df4\uff0c\u6eff\u8db3\u9ad8\u5ea6\u76e3\u7ba1\u7522\u696d\u7684\u5408\u898f\u8981\u6c42\u3002<\/p>\n<\/li>\n

    4. \n

      \u9ad8\u53ef\u7528\u6027\u8207\u53ef\u89c0\u6e2c\u6027<\/strong>
      \n\u539f\u751f\u6574\u5408AWS IAM\u3001CloudWatch\u3001VPC \u7db2\u8def\u9694\u96e2\u80fd\u529b\u3002<\/p>\n<\/li>\n<\/ol>\n

      \u5178\u578b\u4f7f\u7528\u5834\u666f\uff1a<\/strong><\/p>\n

        \n
      • \n

        \u5ba2\u670d\u6a5f\u5668\u4eba\u8207\u81ea\u52d5\u554f\u7b54\u7cfb\u7d71<\/p>\n<\/li>\n

      • \n

        \u5167\u5bb9\u7522\u751f\u8207\u6587\u6848\u64b0\u5beb\u8f14\u52a9<\/p>\n<\/li>\n

      • \n

        \u5167\u90e8\u77e5\u8b58\u5eab\u6aa2\u7d22\u589e\u5f37<\/p>\n<\/li>\n

      • \n

        \u6587\u6a94\u7d50\u69cb\u5316\u63d0\u7149\u8207\u6458\u8981<\/p>\n<\/li>\n<\/ul>\n

        \n

        \u9069\u5408\uff1a\u5e0c\u671b\u5feb\u901f\u7372\u5f97\u53ef\u7528AI \u80fd\u529b\u7684\u4f01\u696d\uff08\u5c24\u5176\u7121ML \u5718\u968a\uff09\u3002<\/strong><\/p>\n<\/blockquote>\n

        <\/h4>\n

        Amazon SageMaker \u7c21\u4ecb<\/strong><\/h4>\n

        Amazon SageMaker<\/strong> \u662f\u4f01\u696d\u7d1a\u6a5f\u5668\u5b78\u7fd2\u5e73\u53f0\uff0c\u6db5\u84cb\u6a21\u578b\u5efa\u7f6e\u3001\u8a13\u7df4\u3001\u8abf\u53c3\u3001\u63a8\u7406\u90e8\u7f72\u8207\u6301\u7e8c\u76e3\u63a7\u3002<\/p>\n

        \u6838\u5fc3\u7279\u6027\uff1a<\/strong><\/p>\n

          \n
        1. \n

          \u7aef\u5230\u7aef\u6a21\u578b\u751f\u547d\u9031\u671f\u7ba1\u7406<\/strong>
          \n\u5305\u62ec\u7279\u5fb5\u5de5\u7a0b\u3001\u6a21\u578b\u8a13\u7df4\u3001\u8a55\u4f30\u3001\u6a21\u578b\u7248\u672c\u7ba1\u7406\u8207\u90e8\u7f72\u3002<\/p>\n<\/li>\n

        2. \n

          \u652f\u63f4\u4e3b\u6d41\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6<\/strong>
          \n\u5305\u542bPyTorch\u3001TensorFlow\u3001MXNet\u3001XGBoost \u7b49\u3002<\/p>\n<\/li>\n

        3. \n

          \u53ef\u5ba2\u88fd\u5316\u8207\u53ef\u89e3\u91cb\u6027<\/strong>
          \n\u9069\u7528\u65bc\u5c0d\u6548\u80fd\u3001\u53ef\u63a7\u6027\u8207\u6f14\u7b97\u6cd5\u900f\u660e\u5ea6\u8981\u6c42\u8f03\u9ad8\u7684\u5834\u666f\u3002<\/p>\n<\/li>\n

        4. \n

          \u652f\u63f4\u5206\u6563\u5f0f\u8a13\u7df4\u8207\u5927\u898f\u6a21\u751f\u7522\u90e8\u7f72<\/strong>
          \n\u53ef\u7d50\u5408GPU\/CPU\/Inferentia \u7b49\u7b97\u529b\u67b6\u69cb\u5be6\u73fe\u6210\u672c\u8207\u6548\u80fd\u6700\u4f73\u5316\u3002<\/p>\n<\/li>\n<\/ol>\n

          \u5178\u578b\u4f7f\u7528\u5834\u666f\uff1a<\/strong><\/p>\n

            \n
          • \n

            \u63a8\u85a6\u7cfb\u7d71\u3001\u98a8\u63a7\u6a21\u578b\u3001\u6545\u969c\u9810\u6e2c\u6a21\u578b<\/p>\n<\/li>\n

          • \n

            \u7522\u696d\u81ea\u7814\u8a9e\u8a00\u6a21\u578b\u3001\u8996\u89ba\u6a21\u578b<\/p>\n<\/li>\n

          • \n

            \u5c0d\u6027\u80fd\u53ca\u6a21\u578b\u53ef\u63a7\u6027\u8981\u6c42\u9ad8\u7684\u9818\u57df<\/p>\n<\/li>\n<\/ul>\n

            \n

            \u9069\u5408\uff1a\u5177\u5099\u6578\u64da\u79d1\u5b78\u5718\u968a\u548c\u9577\u671f\u6a21\u578b\u5efa\u7acb\u9700\u6c42\u7684\u4f01\u696d\u3002<\/strong><\/p>\n<\/blockquote>\n

            <\/h3>\n

            \u6838\u5fc3\u5dee\u7570\u5c0d\u6bd4<\/strong><\/h4>\n
            \n
            \n\n\n\n\n\n\n\n\n\n
            \u5c0d\u6bd4\u9805<\/th>\nAmazon Bedrock<\/th>\nAmazon SageMaker<\/th>\n<\/tr>\n<\/thead>\n
            \u4f7f\u7528\u6a21\u5f0f<\/td>\n\u76f4\u63a5\u8abf\u7528\u57fa\u790e\u6a21\u578b<\/td>\n\u81ea\u884c\u8a13\u7df4\u8207\u8abf\u512a\u6a21\u578b<\/td>\n<\/tr>\n
            \u6280\u8853\u9580\u6abb<\/td>\n\u4f4e<\/td>\n\u4e2d-\u9ad8<\/td>\n<\/tr>\n
            \u67b6\u69cb\u7ba1\u7406<\/td>\n\u7121\u4f3a\u670d\u5668\uff0c\u81ea\u52d5\u64f4\u5c55<\/td>\n\u53ef\u63a7\u8cc7\u6e90\u8207\u62d3\u6a38\u7d50\u69cb<\/td>\n<\/tr>\n
            \u53ef\u81ea\u8a02\u80fd\u529b<\/td>\nPrompt \u8207RAG \u5c64\u9762\u5fae\u8abf<\/td>\n\u5168\u6d41\u7a0b\u6a21\u578b\u53c3\u6578\u8207\u7d50\u69cb\u512a\u5316<\/td>\n<\/tr>\n
            \u6700\u4f73\u9069\u7528\u5834\u666f<\/td>\n\u5feb\u901f\u4e0a\u7dda\u751f\u6210\u5f0fAI \u529f\u80fd<\/td>\n\u5efa\u69cb\u81ea\u7814\u6216\u7522\u696d\u5c08\u7528\u6a21\u578b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n

            \u7e3d\u7d50\u4e00\u53e5\u8a71\uff1a<\/strong><\/p>\n

            \n

            Bedrock = \u5feb\u901f\u4f7f\u7528\u5f37\u5927\u6a21\u578b\uff1bSageMaker = \u6253\u9020\u81ea\u5df1\u7684\u6a21\u578b\u80fd\u529b\u3002<\/strong><\/p>\n

            \n<\/blockquote>\n

            \u4f01\u696d\u843d\u5730\u9078\u64c7\u5efa\u8b70<\/strong><\/h4>\n

            \u53ef\u4f9d\u7d44\u7e54\u985e\u578b\u8207\u696d\u52d9\u5b9a\u4f4d\u9032\u884c\u5224\u65b7\uff1a<\/p>\n

            \n
            \n\n\n\n\n\n\n\n
            \u4f01\u696d\u5f62\u614b\/ \u9700\u6c42\u5834\u666f<\/th>\n\u66f4\u9069\u5408\u7684\u670d\u52d9<\/th>\n\u539f\u56e0<\/th>\n<\/tr>\n<\/thead>\n
            \u5e0c\u671b\u8fc5\u901f\u4e0a\u7ddaAI \u52a9\u7406\u3001\u554f\u7b54\u3001\u5167\u5bb9\u751f\u6210<\/td>\nBedrock<\/strong><\/td>\n\u7121\u9700ML \u5718\u968a\uff0c\u4e0a\u7dda\u9031\u671f\u77ed<\/td>\n<\/tr>\n
            \u64c1\u6709\u8cc7\u6599\u79d1\u5b78\u5718\u968a\uff0c\u9700\u8981\u7cbe\u78ba\u8a13\u7df4\u6a21\u578b<\/td>\nSageMaker<\/strong><\/td>\n\u53ef\u63a7\u6a21\u578b\u7d50\u69cb\u8207\u8a13\u7df4\u7b56\u7565<\/td>\n<\/tr>\n
            \u5148\u9a57\u8b49\u696d\u52d9\u50f9\u503c\uff0c\u518d\u64f4\u5c55\u5230\u5927\u898f\u6a21\u8a13\u7df4<\/td>\nBedrock \u2192 SageMaker<\/strong><\/td>\n\u5148\u4f4e\u6210\u672c\u8a66\u9ede\uff0c\u518d\u6df1\u5ea6\u5efa\u8a2d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n

             <\/p>\n

            \u6a21\u578b\u6cbb\u7406\u8207\u5b89\u5168\u6027<\/strong><\/h4>\n

            \u7121\u8ad6\u662fBedrock \u9084\u662fSageMaker\uff0c\u4f01\u696d\u7686\u53ef\u901a\u904e\uff1a<\/p>\n

              \n
            • \n

              \u5c08\u7528VPC \u7db2\u8def\u8a2a\u554f<\/strong><\/p>\n<\/li>\n

            • \n

              IAM \u8eab\u5206\u8207\u6b0a\u9650\u63a7\u5236<\/strong><\/p>\n<\/li>\n

            • \n

              \u65e5\u8a8c\u53ef\u89c0\u6e2c\u6027\u8207\u5be9\u8a08<\/strong><\/p>\n<\/li>\n

            • \n

              \u8cc7\u6599\u4e0d\u9032\u5165\u6a21\u578b\u56de\u6d41\u8a13\u7df4<\/strong><\/p>\n<\/li>\n<\/ul>\n

              \u78ba\u4fdd\u654f\u611f\u8cc7\u6599\u8207\u696d\u52d9\u908f\u8f2f\u5b89\u5168\uff0c\u6eff\u8db3\u91d1\u878d\u3001\u8de8\u570b\u3001\u91ab\u7642\u7b49\u9818\u57df\u8981\u6c42\u3002<\/p>\n

               <\/p>\n

              AWS \u4ee3\u7406\u5546<\/strong><\/h4>\n

              \u4f5c\u70ba AWS \u5b98\u65b9\u6388\u6b0a\u4ee3\u7406\u5546<\/strong>\uff0c\u6211\u5011\u53ef\u70ba\u4f01\u696d\u63d0\u4f9b\uff1a<\/p>\n

                \n
              • \n

                \u4f01\u696d\u5834\u666f\u8207\u6a21\u5f0f\u9078\u578b\u8aee\u8a62\uff08Bedrock vs SageMaker\uff09<\/p>\n<\/li>\n

              • \n

                \u96f2\u7aef\u90e8\u7f72\u67b6\u69cb\u8a2d\u8a08\u8207\u5b89\u5168\u5408\u898f\u914d\u7f6e<\/p>\n<\/li>\n

              • \n

                \u6a21\u578b\u5fae\u8abf\u3001RAG \u6aa2\u7d22\u589e\u5f37\u8207\u61c9\u7528\u6574\u5408\u65b9\u6848<\/p>\n<\/li>\n

              • \n

                \u6210\u672c\u512a\u5316\u8207\u9577\u671f\u6280\u8853\u652f\u6301<\/p>\n<\/li>\n<\/ul>\n

                \u5e6b\u52a9\u4f01\u696d \u4ee5\u66f4\u4f4e\u8a66\u8aa4\u6210\u672c\u3001\u66f4\u53ef\u63a7\u8def\u5f91\u5be6\u73fe\u751f\u6210\u5f0fAI \u843d\u5730\u3002<\/strong><\/p>","protected":false},"excerpt":{"rendered":"

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