{"id":3967,"date":"2025-10-13T17:45:28","date_gmt":"2025-10-13T09:45:28","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=3967"},"modified":"2025-10-13T17:45:28","modified_gmt":"2025-10-13T09:45:28","slug":"aws-generative-ai-the-core-force-of-intelligent-innovation","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/zh_hk\/aws-generative-ai-the-core-force-of-intelligent-innovation\/","title":{"rendered":"AWS Generative AI\uff1a\u667a\u6167\u5275\u65b0\u7684\u6838\u5fc3\u529b\u91cf"},"content":{"rendered":"<p>\u5728\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\uff08Generative AI\uff09\u6d6a\u6f6e\u5e2d\u6372\u5168\u7403\u7684\u7576\u4e0b\uff0c\u4f01\u696d\u6b63\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u63a2\u7d22\u5982\u4f55\u900f\u904e\u5927\u6a21\u578b\u6280\u8853\u52a0\u901f\u5275\u65b0\u3001\u512a\u5316\u696d\u52d9\u8207\u91cd\u5851\u4f7f\u7528\u8005\u9ad4\u9a57\u3002 Amazon Web Services\uff08AWS\uff09\u6191\u85c9\u8457\u6df1\u539a\u7684AI\u57fa\u790e\u8a2d\u65bd\u3001\u8c50\u5bcc\u7684\u6a21\u578b\u751f\u614b\u4ee5\u53ca\u5b8c\u6574\u7684\u8cc7\u6599\u5b89\u5168\u9ad4\u7cfb\uff0c\u6210\u70ba\u4f01\u696d\u90e8\u7f72\u751f\u6210\u5f0fAI\u61c9\u7528\u7684\u9996\u9078\u5e73\u53f0\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>AWS\u5728\u751f\u6210\u5f0fAI\u9818\u57df\u7684\u4f48\u5c40<\/h4>\n<p>AWS \u5728\u751f\u6210\u5f0fAI\u9818\u57df\u7684\u7b56\u7565\u4e26\u975e\u7a81\u7136\u800c\u81f3\uff0c\u800c\u662f\u591a\u5e74AI\u6280\u8853\u7d2f\u7a4d\u7684\u81ea\u7136\u5ef6\u4f38\u3002\u65e9\u5728\u6df1\u5ea6\u5b78\u7fd2\u5c1a\u672a\u6210\u70ba\u4e3b\u6d41\u6982\u5ff5\u6642\uff0cAWS\u5c31\u5df2\u63a8\u51fa\u8af8\u5982 <strong>Amazon SageMaker<\/strong> \u7b49\u6a5f\u5668\u5b78\u7fd2\u5e73\u53f0\uff0c\u70ba\u4f01\u696d\u5efa\u7f6e\u3001\u8a13\u7df4\u548c\u90e8\u7f72\u6a21\u578b\u63d0\u4f9b\u5b8c\u6574\u7684\u57fa\u790e\u67b6\u69cb\u3002\u800c\u5728\u751f\u6210\u5f0fAI\u8208\u8d77\u5f8c\uff0cAWS\u900f\u904e <strong>Amazon Bedrock<\/strong> \u548c <strong>Amazon Titan<\/strong> \u6a21\u578b\u5bb6\u65cf\uff0c\u5efa\u69cb\u51fa\u4e00\u500b\u958b\u653e\u3001\u5b89\u5168\u3001\u53ef\u64f4\u5c55\u7684AI\u751f\u614b\u7cfb\u7d71\uff0c\u4f7f\u4f01\u696d\u80fd\u5920\u9748\u6d3b\u8abf\u7528\u591a\u7a2e\u696d\u754c\u9818\u5148\u7684\u5927\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u8207\u591a\u6a21\u614b\u6a21\u578b\u3002<\/p>\n<p><strong>Amazon Bedrock<\/strong> \u662fAWS\u751f\u6210\u5f0fAI\u7b56\u7565\u7684\u6838\u5fc3\u3002\u5b83\u63d0\u4f9b\u7d71\u4e00\u7684API\u63a5\u53e3\uff0c\u652f\u63f4\u591a\u5bb6\u6a21\u578b\u63d0\u4f9b\u8005\uff08\u5982Anthropic\u3001Meta\u3001Mistral\u3001AI21 Labs 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<strong>Claude<\/strong> \u6216 <strong>Llama<\/strong> \u7cfb\u5217\u6a21\u578b\u9032\u884c\u5167\u5bb9\u751f\u6210\u8207\u5c0d\u8a71\u4e92\u52d5\uff1b<\/li>\n<li>\u4f7f\u7528 <strong>Titan Embeddings<\/strong> \u512a\u5316\u8a9e\u610f\u6aa2\u7d22\u548c\u77e5\u8b58\u554f\u7b54\u7cfb\u7d71\uff1b<\/li>\n<li>\u7d50\u5408 <strong>SageMaker JumpStart<\/strong> \u9032\u884c\u6a21\u578b\u5fae\u8abf\uff0c\u5be6\u73fe\u7522\u696d\u7279\u5b9a\u4efb\u52d9\u6700\u4f73\u5316\u3002<\/li>\n<li>\u9019\u7a2e\u591a\u6a23\u6027\u8b93\u4f01\u696d\u5728\u9748\u6d3b\u6027\u8207\u6548\u80fd\u4e4b\u9593\u53d6\u5f97\u5e73\u8861\uff0c\u5be6\u73fe\u300c\u7528\u5c0d\u6a21\u578b\u300d\u7684\u76ee\u6a19\u3002<\/li>\n<\/ul>\n<h5 style=\"padding-left: 40px;\"><strong>2.\u5f37\u5927\u7684\u5b89\u5168\u8207\u5408\u898f\u9ad4\u7cfb<\/strong><\/h5>\n<p style=\"padding-left: 40px;\">\u8cc7\u6599\u5b89\u5168\u662f\u4f01\u696d\u63a1\u7528\u751f\u6210\u5f0fAI\u7684\u9996\u8981\u8003\u91cf\u3002 AWS\u5728\u5b89\u5168\u8207\u5408\u898f\u65b9\u9762\u7684\u5168\u7403\u9818\u5148\u5730\u4f4d\u70ba\u5ba2\u6236\u63d0\u4f9b\u5805\u5be6\u4fdd\u969c\u3002\u900f\u904e\u5167\u5efa\u7684 <strong>\u52a0\u5bc6\u6a5f\u5236\u3001\u5b58\u53d6\u63a7\u5236\uff08IAM\uff09<\/strong> \u8207 <strong>\u865b\u64ec\u79c1\u6709\u96f2\uff08VPC\uff09<\/strong> \u652f\u6301\uff0c\u4f01\u696d\u53ef\u78ba\u4fdd\u8cc7\u6599\u5168\u7a0b\u7559\u5b58\u5728\u53ef\u63a7\u74b0\u5883\u4e2d\uff0c\u907f\u514d\u8a13\u7df4\u8cc7\u6599\u5916\u6d29\u6216\u6a21\u578b\u8d8a\u6b0a\u5b58\u53d6\u7684\u98a8\u96aa\u3002\u540c\u6642\uff0cBedrock\u652f\u63f4\u79c1\u6709\u5316\u63d0\u793a\uff08Private Prompt\uff09\uff0c\u78ba\u4fdd\u8f38\u5165\u8f38\u51fa\u8cc7\u6599\u4e0d\u6703\u88ab\u5916\u90e8\u6a21\u578b\u63d0\u4f9b\u8005\u5132\u5b58\u6216\u518d\u5229\u7528\u3002<\/p>\n<h5 style=\"padding-left: 40px;\"><strong>3.\u8207\u4f01\u696d\u73fe\u6709\u7cfb\u7d71\u7684\u6df1\u5ea6\u96c6\u6210<\/strong><\/h5>\n<p style=\"padding-left: 40px;\">AWS\u751f\u6210\u5f0fAI\u4e26\u975e\u5b64\u7acb\u5b58\u5728\uff0c\u800c\u662f\u8207\u96f2\u7aef\u4e0a\u5df2\u6709\u7684\u5206\u6790\u3001\u5132\u5b58\u3001API\u670d\u52d9\u7121\u7e2b\u63a5\u8ecc\u3002<\/p>\n<ul>\n<li><strong>Amazon S3<\/strong> \u63d0\u4f9b\u9ad8\u53ef\u9760\u7684\u8cc7\u6599\u6e56\u5132\u5b58\uff1b<\/li>\n<li><strong>Amazon OpenSearch<\/strong> \u53ef\u8207\u751f\u6210\u5f0fAI\u7d50\u5408\uff0c\u5be6\u73fe\u667a\u6167\u6aa2\u7d22\uff1b<\/li>\n<li><strong>AWS Lambda<\/strong> \u8207 <strong>Step Functions<\/strong> \u652f\u63f4\u81ea\u52d5\u5316AI\u5de5\u4f5c\u6d41\u7a0b\u5efa\u7f6e\u3002<\/li>\n<li>\u9019\u4e9b\u7d44\u5408\u4f7f\u4f01\u696d\u80fd\u5920\u4ee5\u4f4e\u7a0b\u5f0f\u78bc\u65b9\u5f0f\u5efa\u7acb\u7aef\u5230\u7aef\u7684\u667a\u6167\u89e3\u6c7a\u65b9\u6848\uff0c\u5f9e\u5167\u5bb9\u751f\u6210\u3001\u6578\u64da\u5206\u6790\u5230\u5ba2\u6236\u4e92\u52d5\u5168\u93c8\u8def\u63d0\u6548\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4>\u4f01\u696d\u61c9\u7528\u5834\u666f<\/h4>\n<p>\u96a8\u8457\u751f\u6210\u5f0fAI\u6280\u8853\u6210\u719f\uff0c\u8d8a\u4f86\u8d8a\u591a\u4f01\u696d\u958b\u59cb\u5728\u751f\u7522\u5834\u666f\u4e2d\u843d\u5730\u61c9\u7528\u3002\u57fa\u65bcAWS\u7684\u751f\u6210\u5f0fAI\u751f\u614b\uff0c\u4ee5\u4e0b\u5834\u666f\u5df2\u9010\u6b65\u6210\u70ba\u4e3b\u6d41\uff1a<\/p>\n<ul>\n<li><strong>\u667a\u6167\u5ba2\u670d\u8207\u554f\u7b54\u7cfb\u7d71<\/strong><\/li>\n<\/ul>\n<p style=\"padding-left: 40px;\">\u900f\u904eBedrock\u5167\u5efa\u7684\u5c0d\u8a71\u5f0f\u5927\u6a21\u578b\uff0c\u4f01\u696d\u53ef\u5feb\u901f\u642d\u5efa\u591a\u8a9e\u8a00\u5ba2\u670d\u6a5f\u5668\u4eba\uff0c\u652f\u63f4\u7cbe\u6e96\u8a9e\u610f\u7406\u89e3\u8207\u81ea\u7136\u4ea4\u4e92\uff0c\u5927\u5e45\u964d\u4f4e\u4eba\u5de5\u5ba2\u670d\u6210\u672c\u3002<\/p>\n<ul>\n<li><strong>\u5167\u5bb9\u5275\u4f5c\u8207\u884c\u92b7\u81ea\u52d5\u5316<\/strong><\/li>\n<\/ul>\n<p style=\"padding-left: 40px;\">\u5229\u7528\u751f\u6210\u5f0fAI\u6a21\u578b\u53ef\u5be6\u73fe\u7522\u54c1\u63cf\u8ff0\u3001\u5ee3\u544a\u6587\u6848\u3001\u793e\u7fa4\u5a92\u9ad4\u5167\u5bb9\u7684\u81ea\u52d5\u7522\u751f\u3002\u7d50\u5408Amazon Comprehend\u8207SageMaker\u7684\u60c5\u7dd2\u5206\u6790\u529f\u80fd\uff0c\u4e5f\u80fd\u5be6\u73fe\u54c1\u724c\u5167\u5bb9\u98a8\u683c\u7684\u4e00\u81f4\u6027\u512a\u5316\u3002<\/p>\n<ul>\n<li><strong>\u4f01\u696d\u77e5\u8b58\u7ba1\u7406\u8207\u667a\u6167\u6aa2\u7d22<\/strong><\/li>\n<\/ul>\n<p style=\"padding-left: 40px;\">\u900f\u904eTitan Embeddings\u8207\u5411\u91cf\u8cc7\u6599\u5eab\u96c6\u6210\uff0c\u53ef\u5efa\u7acb\u9ad8\u7cbe\u5ea6\u7684\u77e5\u8b58\u554f\u7b54\u7cfb\u7d71\uff0c\u4f7f\u54e1\u5de5\u80fd\u5920\u81ea\u7136\u8a9e\u8a00\u67e5\u8a62\u516c\u53f8\u5167\u90e8\u6587\u6a94\uff0c\u63d0\u5347\u8cc7\u8a0a\u6aa2\u7d22\u6548\u7387\u3002<\/p>\n<ul>\n<li><strong>\u8edf\u9ad4\u958b\u767c\u8f14\u52a9\u8207\u7a0b\u5f0f\u78bc\u751f\u6210<\/strong><\/li>\n<\/ul>\n<p style=\"padding-left: 40px;\">\u57fa\u65bcAmazon CodeWhisperer\uff0c\u958b\u767c\u8005\u53ef\u7372\u5f97\u667a\u6167\u7a0b\u5f0f\u78bc\u5efa\u8b70\u8207\u81ea\u52d5\u88dc\u5168\uff0c\u52a0\u901f\u958b\u767c\u6d41\u7a0b\u4e26\u6e1b\u5c11\u932f\u8aa4\u7387\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>\u6210\u672c\u512a\u5316\u8207\u6c38\u7e8c\u5275\u65b0<\/h4>\n<p>AWS\u5728\u751f\u6210\u5f0fAI\u6210\u672c\u63a7\u5236\u65b9\u9762\u540c\u6a23\u5177\u5099\u986f\u8457\u512a\u52e2\u3002\u900f\u904e\u6309\u9700\u8a08\u8cbb\u3001\u6a21\u578b\u547c\u53eb\u512a\u5316\u4ee5\u53ca\u81ea\u52d5\u4f38\u7e2e\u6a5f\u5236\uff0c\u4f01\u696d\u80fd\u5920\u6839\u64da\u4f7f\u7528\u91cf\u9748\u6d3b\u8abf\u6574\u652f\u51fa\uff0c\u9054\u5230\u6210\u672c\u8207\u6548\u80fd\u7684\u5e73\u8861\u3002\u540c\u6642\uff0cAWS\u4e0d\u65b7\u6295\u5165AI\u57fa\u790e\u8a2d\u65bd\u5275\u65b0\uff0c\u4f8b\u5982 <strong>Trainium<\/strong> \u8207 <strong>Inferentia<\/strong> 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