{"id":4254,"date":"2025-12-18T17:24:56","date_gmt":"2025-12-18T09:24:56","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=4254"},"modified":"2025-12-18T17:24:56","modified_gmt":"2025-12-18T09:24:56","slug":"aws-llm-comprehensive-solution-the-secure-implementation-path-of-enterprise-level-large-language-models","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/zh_hk\/aws-llm-comprehensive-solution-the-secure-implementation-path-of-enterprise-level-large-language-models\/","title":{"rendered":"AWS LLM \u5168\u89e3\uff1a\u4f01\u696d\u7d1a\u5927\u8a9e\u8a00\u6a21\u578b\u7684\u5b89\u5168\u843d\u5730\u8def\u5f91"},"content":{"rendered":"<p>\u96a8\u8457\u751f\u6210\u5f0fAI \u7684\u5feb\u901f\u767c\u5c55\uff0c\u5927\u8a9e\u8a00\u6a21\u578b\uff08Large Language Model\uff0cLLM\uff09\u5df2\u6210\u70ba\u4f01\u696d\u6578\u4f4d\u8f49\u578b\u7684\u65b0\u5f15\u64ce\u3002\u7136\u800c\uff0c\u771f\u6b63\u5c07LLM \u61c9\u7528\u65bc\u696d\u52d9\u5834\u666f\uff0c\u4e26\u4e0d\u662f\u7c21\u55ae\u63a5\u5165\u4e00\u500b\u804a\u5929\u4ecb\u9762\u90a3\u9ebc\u5bb9\u6613\u3002<br \/>\n\u8cc7\u6599\u5b89\u5168\u3001\u6a21\u578b\u9078\u64c7\u3001\u6210\u672c\u63a7\u5236\u3001\u7cfb\u7d71\u96c6\u6210\uff0c\u90fd\u662f\u4f01\u696d\u5728\u5be6\u52d9\u4e0a\u5fc5\u9808\u9762\u5c0d\u7684\u554f\u984c\u3002<\/p>\n<p>\u5728\u9019\u4e00\u80cc\u666f\u4e0b\uff0c<strong>AWS LLM<\/strong> \u4e26\u975e\u6307\u67d0\u4e00\u500b\u5177\u9ad4\u6a21\u578b\uff0c\u800c\u662f\u4e00\u5957<strong>\u4f01\u696d\u5c0e\u5411\u7684\u5927\u8a9e\u8a00\u6a21\u5f0f\u96f2\u7aef\u670d\u52d9\u9ad4\u7cfb<\/strong>\uff0c\u5e6b\u52a9\u4f01\u696d\u5728\u5b89\u5168\u3001\u5408\u898f\u3001\u53ef\u64f4\u5c55\u7684\u524d\u63d0\u4e0b\uff0c\u5feb\u901f\u5efa\u69cb\u751f\u6210\u5f0fAI \u61c9\u7528\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4ec0\u9ebc\u662fAWS LLM\uff1f<\/p>\n<p><strong>AWS LLM<\/strong> \u6307\u5728AWS \u96f2\u7aef\u5e73\u53f0\u4e0a\u63d0\u4f9b\u7684\u5927\u8a9e\u8a00\u6a21\u5f0f\u80fd\u529b\u53ca\u5176\u914d\u5957\u670d\u52d9\uff0c\u6db5\u84cb\uff1a<\/p>\n<ul data-spread=\"false\">\n<li>\u591a\u7a2e\u4e3b\u6d41\u5927\u8a9e\u8a00\u6a21\u578b\u7684\u8a17\u7ba1\u8207\u8abf\u7528<\/li>\n<li>\u4f01\u696d\u7d1a\u6b0a\u9650\u3001\u7a3d\u6838\u8207\u5b89\u5168\u63a7\u5236<\/li>\n<li>\u8207\u73fe\u6709\u96f2\u7aef\u67b6\u69cb\u6df1\u5ea6\u6574\u5408\u7684AI \u958b\u767c\u80fd\u529b<\/li>\n<\/ul>\n<p>\u8207\u76f4\u63a5\u4f7f\u7528\u55ae\u4e00\u6a21\u578bAPI \u4e0d\u540c\uff0cAWS \u7684\u6838\u5fc3\u601d\u8def\u662f\uff1a<\/p>\n<blockquote><p><strong>\u8b93\u4f01\u696d\u4ee5\u300c\u5e73\u53f0\u5316\u300d\u7684\u65b9\u5f0f\u7ba1\u7406\u548c\u4f7f\u7528\u5927\u8a9e\u8a00\u6a21\u578b\uff0c\u800c\u4e0d\u662f\u88ab\u67d0\u4e00\u500b\u6a21\u578b\u7d81\u5b9a\u3002<\/strong><\/p><\/blockquote>\n<h4><\/h4>\n<h4>Amazon Bedrock\uff1aAWS LLM \u7684\u6838\u5fc3\u5165\u53e3<\/h4>\n<p>\u5728AWS \u7684LLM \u9ad4\u7cfb\u4e2d\uff0c<strong>Amazon Bedrock<\/strong> \u662f\u6700\u6838\u5fc3\u3001\u4e5f\u6700\u5e38\u88ab\u4f01\u696d\u63a1\u7528\u7684\u670d\u52d9\u3002<\/p>\n<h5>1. \u591a\u6a21\u578b\u7d71\u4e00\u8a2a\u554f<\/h5>\n<p>\u900f\u904eBedrock\uff0c\u4f01\u696d\u53ef\u4ee5\u5728\u540c\u4e00\u500bAPI \u9ad4\u7cfb\u4e2d\u4f7f\u7528\u591a\u7a2e\u4e3b\u6d41\u5927\u6a21\u578b\uff0c\u5305\u62ec\uff1a<\/p>\n<ul data-spread=\"false\">\n<li>Anthropic Claude<\/li>\n<li>Meta Llama<\/li>\n<li>Mistral<\/li>\n<li>Cohere<\/li>\n<li>Amazon Titan\uff08AWS \u81ea\u7814\u6a21\u578b\uff09<\/li>\n<\/ul>\n<p>\u4f01\u696d\u7121\u9700\u95dc\u5fc3\u6a21\u578b\u90e8\u7f72\u3001\u7b97\u529b\u64f4\u7e2e\u6216\u5e95\u5c64\u904b\u7dad\uff0c\u53ea\u9700\u6309\u547c\u53eb\u91cf\u4ed8\u8cbb\uff0c\u5373\u53ef\u5feb\u901f\u843d\u5730\u751f\u6210\u5f0fAI \u61c9\u7528\u3002<\/p>\n<h5>2. \u4f01\u696d\u5c0e\u5411\u7684\u8cc7\u6599\u5b89\u5168\u8a2d\u8a08<\/h5>\n<p>\u5c0d\u4f01\u696d\u5ba2\u6236\u800c\u8a00\uff0c\u8cc7\u6599\u5b89\u5168\u5f80\u5f80\u6bd4\u6a21\u578b\u80fd\u529b\u672c\u8eab\u66f4\u91cd\u8981\u3002<br \/>\nAmazon Bedrock \u5728\u8a2d\u8a08\u4e4b\u521d\u5373\u5f37\u8abf\uff1a<\/p>\n<ul data-spread=\"false\">\n<li>\u5ba2\u6236\u8f38\u5165\u548c\u8f38\u51fa\u6578\u64da<strong>\u4e0d\u6703\u88ab\u7528\u65bc\u8a13\u7df4\u6a21\u578b<\/strong><\/li>\n<li>\u8207AWS IAM\u3001VPC\u3001CloudTrail \u6df1\u5ea6\u96c6\u6210<\/li>\n<li>\u6eff\u8db3\u91d1\u878d\u3001\u653f\u6cbb\u4f01\u696d\u3001\u91ab\u7642\u7b49\u884c\u696d\u5c0d\u5408\u898f\u8207\u5be9\u8a08\u7684\u8981\u6c42<\/li>\n<\/ul>\n<p>\u9019\u4e5f\u662fAWS LLM \u5728\u4f01\u696d\u5e02\u5834\u5177\u5099\u660e\u986f\u512a\u52e2\u7684\u91cd\u8981\u539f\u56e0\u3002<\/p>\n<h5>AWS \u81ea\u7814\u5927\u6a21\u578b\uff1aTitan \u7cfb\u5217<\/h5>\n<p>\u9664\u7b2c\u4e09\u65b9\u6a21\u578b\u5916\uff0cAWS \u4e5f\u63d0\u4f9b\u81ea\u7814\u7684\u5927\u8a9e\u8a00\u6a21\u578b\u2014 <strong>Amazon Titan<\/strong>\uff0c\u8986\u84cb\u591a\u500b\u751f\u6210\u5f0fAI \u5834\u666f\uff1a<\/p>\n<ul data-spread=\"false\">\n<li><strong>Titan Text<\/strong>\uff1a\u6587\u672c\u751f\u6210\u8207\u7406\u89e3<\/li>\n<li><strong>Titan Embeddings<\/strong>\uff1a\u5411\u91cf\u751f\u6210\uff0c\u652f\u63f4\u77e5\u8b58\u6aa2\u7d22\u8207RAG<\/li>\n<li><strong>Titan Image<\/strong>\uff1a\u5f71\u50cf\u751f\u6210<\/li>\n<\/ul>\n<p>Titan \u6a21\u5f0f\u8207AWS \u751f\u614b\u6df1\u5ea6\u878d\u5408\uff0c\u9069\u5408\u5c0d\u7a69\u5b9a\u6027\u3001\u5408\u898f\u6027\u8981\u6c42\u8f03\u9ad8\u7684\u4f01\u696d\u5ba2\u6236\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>AWS LLM \u7684\u591a\u7a2e\u90e8\u7f72\u65b9\u5f0f<\/h4>\n<p>\u4e0d\u540c\u4f01\u696d\u5c0d\u6a21\u578b\u63a7\u88fd\u7a0b\u5ea6\u7684\u9700\u6c42\u4e0d\u540c\uff0cAWS \u63d0\u4f9b\u4e86\u9748\u6d3b\u7684\u4f7f\u7528\u8def\u5f91\uff1a<\/p>\n<h5>1. Amazon Bedrock\uff08\u5168\u8a17\u7ba1\uff09<\/h5>\n<ul data-spread=\"false\">\n<li>\u7121\u9700\u7ba1\u7406\u6a21\u578b\u8207\u7b97\u529b<\/li>\n<li>\u4e0a\u7dda\u901f\u5ea6\u5feb<\/li>\n<li>\u9069\u5408\u5927\u591a\u6578\u696d\u52d9\u5834\u666f<\/li>\n<\/ul>\n<h5>2. Amazon SageMaker<\/h5>\n<ul data-spread=\"false\">\n<li>\u652f\u63f4\u6a21\u578b\u5fae\u8abf\u8207\u81ea\u8a02\u90e8\u7f72<\/li>\n<li>\u9069\u5408\u5c0d\u6a21\u578b\u6548\u679c\u548c\u63a7\u5236\u529b\u8981\u6c42\u6975\u9ad8\u7684\u5834\u666f<\/li>\n<\/ul>\n<h5>3. EC2 \/ EKS \u81ea\u8a17\u7ba1<\/h5>\n<ul data-spread=\"false\">\n<li>\u5b8c\u5168\u638c\u63a7\u6a21\u578b\u8207\u6578\u64da<\/li>\n<li>\u6280\u8853\u8207\u7dad\u904b\u6210\u672c\u8f03\u9ad8<\/li>\n<\/ul>\n<p>AWS LLM \u7684\u512a\u52e2\u5728\u65bc\uff1a<strong>\u4f01\u696d\u53ef\u4ee5\u6839\u64da\u968e\u6bb5\u8207\u9700\u6c42\u9748\u6d3b\u5207\u63db\uff0c\u800c\u4e0d\u662f\u4e00\u6b21\u62bc\u6ce8\u67d0\u4e00\u7a2e\u65b9\u5f0f\u3002<\/strong><\/p>\n<p>&nbsp;<\/p>\n<h4>AWS LLM \u7684\u5178\u578b\u61c9\u7528\u5834\u666f<\/h4>\n<p>\u5728\u5be6\u969b\u5c08\u6848\u4e2d\uff0cAWS LLM \u5df2\u5ee3\u6cdb\u61c9\u7528\u65bc\uff1a<\/p>\n<ul data-spread=\"false\">\n<li>\u667a\u6167\u5ba2\u670d\u8207\u554f\u7b54\u7cfb\u7d71<\/li>\n<li>\u4f01\u696d\u5167\u90e8\u77e5\u8b58\u5eab\uff08RAG\uff09<\/li>\n<li>\u5167\u5bb9\u7522\u751f\u8207\u884c\u92b7\u8f14\u52a9<\/li>\n<li>\u7a0b\u5f0f\u78bc\u751f\u6210\u8207\u7814\u767c\u63d0\u6548<\/li>\n<li>\u6578\u64da\u5206\u6790\u8207\u81ea\u52d5\u5831\u544a<\/li>\n<\/ul>\n<p>\u900f\u904e\u8207Amazon OpenSearch\u3001Aurora\u3001\u5411\u91cf\u8cc7\u6599\u5eab\u7b49\u670d\u52d9\u7d50\u5408\uff0c\u4f01\u696d\u53ef\u4ee5\u5efa\u7acb\u5b8c\u6574\u7684\u751f\u6210\u5f0fAI \u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>\u70ba\u4ec0\u9ebc\u4f01\u696d\u66f4\u50be\u5411\u9078\u64c7AWS LLM\uff1f<\/h4>\n<p>\u5f9e\u4f01\u696d\u8996\u89d2\u4f86\u770b\uff0cAWS LLM \u7684\u50f9\u503c\u4e0d\u53ea\u662f\u201c\u6a21\u578b\u6548\u679c\u201d\uff0c\u800c\u662f\uff1a<\/p>\n<ul data-spread=\"false\">\n<li>\u8cc7\u6599\u5b89\u5168\u8207\u5408\u898f\u80fd\u529b<\/li>\n<li>\u591a\u6a21\u578b\u53ef\u9078\uff0c\u907f\u514d\u5ee0\u5546\u9396\u5b9a<\/li>\n<li>\u8207\u73fe\u6709AWS \u67b6\u69cb\u7121\u7e2b\u96c6\u6210<\/li>\n<li>\u6210\u719f\u7684\u4f01\u696d\u7d1a\u904b\u7dad\u8207\u6cbb\u7406\u9ad4\u7cfb<\/li>\n<\/ul>\n<p>\u9019\u4f7f\u5f97AWS LLM \u66f4\u9069\u5408<strong>\u9577\u671f\u3001\u898f\u6a21\u5316\u3001\u6c38\u7e8c\u7684AI \u61c9\u7528\u843d\u5730<\/strong>\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>\u5728\u96f2\u7aef\uff1aAWS LLM \u7684\u843d\u5730\u5be6\u8e10\u5925\u4f34<\/h4>\n<p>\u4f5c\u70ba <strong>AWS \u5b98\u65b9\u8a8d\u8b49\u4ee3\u7406\u5546<\/strong>\uff0c\u300c\u5728\u96f2\u7aef\u300d\u6301\u7e8c\u70ba\u4f01\u696d\u5ba2\u6236\u63d0\u4f9b\uff1a<\/p>\n<ul data-spread=\"false\">\n<li>AWS LLM \u67b6\u69cb\u8a2d\u8a08\u8207\u9078\u9805\u5efa\u8b70<\/li>\n<li>Amazon Bedrock \u8207\u751f\u6210\u5f0fAI \u65b9\u6848\u843d\u5730<\/li>\n<li>\u6210\u672c\u6700\u4f73\u5316\u8207\u5b89\u5168\u5408\u898f\u898f\u5283<\/li>\n<li>\u5f9ePoC \u5230\u751f\u7522\u74b0\u5883\u7684\u5168\u6d41\u7a0b\u652f\u6301<\/li>\n<\/ul>\n<p>\u7121\u8ad6\u662f\u521d\u6b21\u63a2\u7d22\u751f\u6210\u5f0fAI\uff0c\u6216\u662f\u5df2\u6709AI \u5c08\u6848\u7684\u96f2\u7aef\u512a\u5316\uff0c\u6211\u5011\u90fd\u81f4\u529b\u65bc\u5354\u52a9\u4f01\u696d<strong>\u771f\u6b63\u628aLLM \u7528\u8d77\u4f86\u3001\u7528\u5f97\u7a69\u3001\u7528\u5f97\u4e45<\/strong>\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>\u7d50\u8a9e<\/h4>\n<p>\u5927\u8a9e\u8a00\u6a21\u5f0f\u6b63\u5728\u91cd\u5851\u4f01\u696d\u7684\u751f\u7522\u529b\u7d50\u69cb\uff0c\u800c <strong>AWS LLM \u63d0\u4f9b\u4e86\u4e00\u689d\u7a69\u5065\u3001\u53ef\u63a7\u3001\u9762\u5411\u672a\u4f86\u7684\u4f01\u696d\u7d1a\u8def\u5f91<\/strong>\u3002<br \/>\n\u9078\u64c7\u5408\u9069\u7684\u5e73\u53f0\u8207\u5408\u4f5c\u5925\u4f34\uff0c\u5f80\u5f80\u6bd4\u9078\u64c7\u67d0\u4e00\u500b\u300c\u6700\u5f37\u6a21\u578b\u300d\u66f4\u91cd\u8981\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u96a8\u8457\u751f\u6210\u5f0fAI \u7684\u5feb\u901f\u767c\u5c55\uff0c\u5927\u8a9e\u8a00\u6a21\u578b\uff08Large Language Model\uff0cLLM\uff09\u5df2\u6210\u70ba\u4f01\u696d\u6578\u4f4d\u8f49\u578b\u7684\u65b0\u5f15\u64ce\u3002\u7136\u800c\uff0c\u771f\u6b63\u5c07LLM \u61c9\u7528\u65bc\u696d\u52d9\u5834\u666f\uff0c\u4e26\u4e0d\u662f\u7c21\u55ae\u63a5\u5165\u4e00\u500b\u804a\u5929\u4ecb\u9762\u90a3\u9ebc\u5bb9\u6613\u3002<br \/>\n\u8cc7\u6599\u5b89\u5168\u3001\u6a21\u578b\u9078\u64c7\u3001\u6210\u672c\u63a7\u5236\u3001\u7cfb\u7d71\u96c6\u6210\uff0c\u90fd\u662f\u4f01\u696d\u5728\u5be6\u52d9\u4e0a\u5fc5\u9808\u9762\u5c0d\u7684\u554f\u984c\u3002<\/p>","protected":false},"author":1,"featured_media":4255,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-4254","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts\/4254","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/comments?post=4254"}],"version-history":[{"count":1,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts\/4254\/revisions"}],"predecessor-version":[{"id":4256,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts\/4254\/revisions\/4256"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/media\/4255"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/media?parent=4254"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/categories?post=4254"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/tags?post=4254"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}