{"id":51309,"date":"2023-12-02T09:23:09","date_gmt":"2023-12-02T01:23:09","guid":{"rendered":"https:\/\/www.ioiotimes.com\/?p=51309"},"modified":"2023-12-04T09:40:08","modified_gmt":"2023-12-04T01:40:08","slug":"amazon-bedrock%e7%99%bc%e5%b8%83%e6%9b%b4%e5%a4%9a%e6%a8%a1%e5%9e%8b%e9%81%b8%e6%93%87%e5%92%8c%e5%85%a8%e6%96%b0%e5%bc%b7%e5%a4%a7%e5%8a%9f%e8%83%bd%ef%bc%8c%e5%8a%a9%e5%8a%9b%e5%bb%ba%e6%a7%8b","status":"publish","type":"post","link":"https:\/\/www.ioiotimes.com\/?p=51309","title":{"rendered":"Amazon Bedrock\u767c\u5e03\u66f4\u591a\u6a21\u578b\u9078\u64c7\u548c\u5168\u65b0\u5f37\u5927\u529f\u80fd\uff0c\u52a9\u529b\u5efa\u69cb\u5b89\u5168\u548c\u898f\u6a21\u5316\u751f\u6210\u5f0fAI\u61c9\u7528\u7a0b\u5f0f"},"content":{"rendered":"\n<p>\u4e9e\u99ac\u905c\uff08Amazon\uff09\u65d7\u4e0b Amazon Web Services\uff08AWS\uff09\u65bc AWS re:Invent \u5168\u7403\u76db\u6703\u4e0a\u5ba3\u5e03\u63a8\u51fa\u66f4\u591a Amazon Bedrock \u6a21\u578b\u9078\u64c7\u53ca\u5168\u65b0\u529f\u80fd\uff0c\u5354\u52a9\u5ba2\u6236\u66f4\u8f15\u9b06\u5730\u5efa\u69cb\u548c\u64f4\u5c55\u696d\u52d9\u5c08\u7528\u7684\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\u3002Amazon Bedrock \u662f\u4e00\u9805\u5168\u9762\u8a17\u7ba1\u670d\u52d9\uff0c\u4f7f\u7528\u8005\u53ef\u8f15\u9b06\u5b58\u53d6\u4f86\u81ea AI21 Labs\u3001Anthropic\u3001Cohere\u3001Meta\u3001Stability AI \u548c\u4e9e\u99ac\u905c\u7684\u591a\u7a2e\u696d\u754c\u9818\u5148\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u548c\u5176\u4ed6\u57fa\u790e\u6a21\u578b\uff08FM\uff09\uff0c\u4ee5\u53ca\u5ba2\u6236\u5efa\u69cb\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\u6240\u9700\u7684\u5404\u9805\u529f\u80fd\uff0c\u78ba\u4fdd\u96b1\u79c1\u548c\u5b89\u5168\u7684\u540c\u6642\u7c21\u5316\u958b\u767c\u6d41\u7a0b\u3002\u6b64\u6b21\u767c\u5e03\u9032\u4e00\u6b65\u964d\u4f4e\u4e86\u751f\u6210\u5f0f AI \u61c9\u7528\u7684\u9580\u6abb\uff0c\u70ba\u5ba2\u6236\u63d0\u4f9b\u4e86\u66f4\u591a\u7522\u696d\u9818\u5148\u7684\u6a21\u578b\u9078\u64c7\u548c\u5168\u65b0\u7684\u6a21\u578b\u8a55\u4f30\u529f\u80fd\uff0c\u4ee5\u7c21\u5316\u5ba2\u6236\u4f7f\u7528\u76f8\u95dc\u79c1\u6709\u8cc7\u6599\u4ee5\u5b9a\u5236\u6240\u9700\u6a21\u578b\uff0c\u4e26\u70ba\u5ba2\u6236\u63d0\u4f9b\u81ea\u52d5\u57f7\u884c\u8907\u96dc\u4efb\u52d9\u7684\u5de5\u5177\uff0c\u540c\u6642\u4fdd\u969c\u5ba2\u6236\u53ef\u4ee5\u8ca0\u8cac\u4efb\u5730\u5efa\u69cb\u548c\u90e8\u7f72\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\u3002Amazon Bedrock \u7684\u65b0\u529f\u80fd\u70ba\u5404\u884c\u5404\u696d\u53ca\u4e0d\u540c\u898f\u6a21\u7684\u4f01\u696d\u5728\u751f\u6210\u5f0f AI \u9818\u57df\u5e36\u4f86\u6539\u8b8a\uff0c\u52a9\u529b\u4f01\u696d\u5275\u65b0\u4e26\u91cd\u5851\u5ba2\u6236\u9ad4\u9a57\u3002\u5982\u6b32\u958b\u59cb\u4f7f\u7528Amazon Bedrock\uff0c\u8acb\u81f3\uff1a<a href=\"http:\/\/aws.amazon.com\/bedrock\/\" target=\"_blank\" rel=\"noreferrer noopener\">aws.amazon.com\/bedrock\/<\/a>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"542\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/12\/20231201-aws02.png\" alt=\"\" class=\"wp-image-51322\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/12\/20231201-aws02.png 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/12\/20231201-aws02-300x159.png 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/12\/20231201-aws02-768x407.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>AWS \u8cc7\u6599\u5eab\u3001\u8cc7\u6599\u5206\u6790\u548c\u6a5f\u5668\u5b78\u7fd2\u5168\u7403\u526f\u7e3d\u88c1 Swami Sivasubramanian \u8868\u793a\uff1a\u300c\u751f\u6210\u5f0f AI \u6709\u671b\u6210\u70ba\u9019\u500b\u6642\u4ee3\u6700\u5177\u8b8a\u9769\u6027\u7684\u6280\u8853\u3002\u5ba2\u6236\u7a4d\u6975\u61c9\u7528\u751f\u6210\u5f0f AI \u5275\u9020\u65b0\u6a5f\u9047\u548c\u61c9\u5c0d\u696d\u52d9\u6311\u6230\uff0c\u555f\u767c\u4e86\u6211\u5011\u3002\u7576\u5ba2\u6236\u5c07\u751f\u6210\u5f0f AI \u878d\u5165\u696d\u52d9\u6642\uff0cAmazon Bedrock \u5168\u8a17\u7ba1\u65b9\u5f0f\u7684\u9818\u5148\u6a21\u578b\u3001\u5b9a\u5236\u529f\u80fd\u3001\u4ee3\u7406\u529f\u80fd\u4ee5\u53ca\u4f01\u696d\u7d1a\u5b89\u5168\u548c\u96b1\u79c1\u4fdd\u969c\u5c07\u70ba\u4ed6\u5011\u5e36\u4f86\u4fbf\u5229\u3002\u6709\u4e86\u66f4\u591a\u89f8\u624b\u53ef\u53ca\u7684\u5de5\u5177\uff0c\u5ba2\u6236\u53ef\u4ee5\u4f7f\u7528 Amazon Bedrock \u5145\u5206\u767c\u63ee\u751f\u6210\u5f0f AI \u7684\u6f5b\u529b\uff0c\u5e36\u4f86\u5275\u65b0\u7684\u7528\u6236\u9ad4\u9a57\u3001\u91cd\u5851\u696d\u52d9\u4e26\u52a0\u901f\u751f\u6210\u5f0f AI \u767c\u5c55\u3002\u300d<\/p>\n\n\n\n<p>\u4f01\u696d\u5e0c\u671b\u5728\u5404\u7a2e\u5834\u666f\u4e2d\u61c9\u7528\u751f\u6210\u5f0f AI\uff0c\u4f8b\u5982\u63d0\u9ad8\u751f\u7522\u6548\u7387\u3001\u5275\u65b0\u7528\u6236\u9ad4\u9a57\u548c\u958b\u555f\u5168\u65b0\u5de5\u4f5c\u4e92\u52d5\u6a21\u5f0f\u3002\u7136\u800c\uff0c\u751f\u6210\u5f0f AI \u6280\u8853\u6b63\u6025\u901f\u767c\u5c55\uff0c\u6bcf\u5929\u90fd\u6709\u65b0\u7684\u670d\u52d9\u548c\u5275\u65b0\u51fa\u73fe\u3002\u5728\u77ac\u606f\u842c\u8b8a\u7684\u7576\u4eca\uff0c\u5ba2\u6236\u7684\u9069\u61c9\u80fd\u529b\u81f3\u95dc\u91cd\u8981\u3002\u4f01\u696d\u9700\u8981\u80fd\u5920\u4f7f\u7528\u6700\u65b0\u3001\u6700\u597d\u7684\u53ef\u7528\u6a21\u578b\u9032\u884c\u6e2c\u8a66\u3001\u90e8\u7f72\u3001\u53cd\u8986\u904b\u7b97\u548c\u8abf\u6574\uff0c\u4e26\u6642\u523b\u6e96\u5099\u597d\u8fce\u63a5\u8b8a\u5316\u3002\u70ba\u4e86\u61c9\u5c0d\u9019\u4e9b\u6311\u6230\uff0cAWS \u958b\u767c\u4e86 Amazon Bedrock\uff0c\u4f7f\u6a21\u578b\u5efa\u69cb\u548c\u8f49\u79fb\u5c31\u50cf API \u6307\u793a\u4e00\u6a23\u7c21\u55ae\uff0c\u8b93\u6240\u6709\u958b\u767c\u4eba\u54e1\u90fd\u53ef\u4ee5\u7372\u5f97\u6a21\u578b\u5b9a\u5236\u7684\u6700\u65b0\u6280\u8853\uff0c\u4e26\u78ba\u4fdd\u5ba2\u6236\u7684\u5b89\u5168\u548c\u8cc7\u6599\u96b1\u79c1\u3002\u773e\u591a\u570b\u969b\u4f01\u696d\u5305\u62ec Alida\u3001Automation Anywhere\u3001Blueshift\u3001BMW\u96c6\u5718\u3001Clariant\u3001Coinbase\u3001Cox Automotive\u3001\u96fb\u901a\uff08dentsu\uff09\u3001Druva\u3001Genesys\u3001Gilead\u3001GoDaddy\u3001Hellmann Worldwide Logistics\u3001INRIX\u3001KONE\u3001LexisNexis Legal &amp; Professional\u3001Lonely Planet\u3001NatWest\u3001Nexxiot\u3001OfferUp\u3001\u5b8f\u76df\u96c6\u5718\u3001The PGA Tour\u3001Proofpoint\u3001Salesforce\u3001\u897f\u9580\u5b50\u3001\u7af9\u4e2d\u516c\u53f8\u548c Verint\u00a0\u5df2\u7387\u5148\u63a1\u7528 Amazon Bedrock \u61c9\u7528\u751f\u6210\u5f0f AI\u3002\u6b64\u6b21\u767c\u5e03\u5f15\u9032\u4e86\u65b0\u7684\u6a21\u578b\u548c\u529f\u80fd\uff0c\u4f7f\u5ba2\u6236\u80fd\u5920\u66f4\u8f15\u9b06\u5730\u5efa\u69cb\u548c\u898f\u6a21\u5316\u751f\u6210\u5f0f AI \u61c9\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"552\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/12\/20231201-aws01.png\" alt=\"\" class=\"wp-image-51324\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/12\/20231201-aws01.png 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/12\/20231201-aws01-300x162.png 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/12\/20231201-aws01-768x414.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Anthropic<\/strong><strong>\u3001<\/strong><strong>Cohere<\/strong><strong>\u3001<\/strong><strong>Meta<\/strong><strong>\u548c<\/strong><strong>Stability AI<\/strong><strong>\u7684\u6700\u65b0\u6a21\u578b\u4ee5\u53ca<\/strong><strong>Amazon Titan<\/strong><strong>\u7684\u65b0\u529f\u80fd\u70ba\u5ba2\u6236\u63d0\u4f9b\u66f4\u591a\u6a21\u578b\u9078\u64c7<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u6c92\u6709\u4e00\u500b\u6a21\u578b\u9069\u5408\u7528\u65bc\u6240\u6709\u5834\u666f\uff0c\u6a21\u578b\u7684\u529f\u80fd\u3001\u50f9\u683c\u548c\u6548\u80fd\u5747\u4e0d\u76e1\u76f8\u540c\uff0c\u5ba2\u6236\u9700\u8981\u53ef\u4ee5\u8f15\u9b06\u5b58\u53d6\u53ca\u9078\u64c7\u5404\u7a2e\u6a21\u578b\uff0c\u900f\u904e\u591a\u6b21\u5617\u8a66\u548c\u5207\u63db\u6a21\u578b\uff0c\u518d\u9078\u51fa\u6700\u7b26\u5408\u9700\u6c42\u7684\u6a21\u578b\u3002\u501f\u52a9 Amazon Bedrock\uff0c\u5ba2\u6236\u53ef\u4ee5\u5229\u7528\u6700\u65b0\u7248\u672c\u7684\u6a21\u578b\u9032\u884c\u5feb\u901f\u5275\u65b0\u3002\u73fe\u5728\u5ba2\u6236\u5df2\u53ef\u4ee5\u900f\u904e API \u4f7f\u7528\u591a\u500b\u6a21\u578b\uff0c\u5305\u62ec\u65b0\u63a8\u51fa\u7684 Anthropic Claude 2.1\u548c Meta Llama 2 70B \u4ee5\u53ca\u6700\u8fd1\u63a8\u51fa\u7684 Stability AI Stable Diffusion XL 1.0\u3001Meta Llama 2 Chat 13B\u3001Cohere Command Light\u3001Cohere Embed English\u548cCohere Embed \u591a\u8a9e\u8a00\u6a21\u578b\u3002\u9664\u4e86 Amazon Titan Text Embeddings \u548c Amazon Titan Text\u00a0\u6a21\u578b\uff08\u73fe\u5df2\u5168\u9762\u53ef\u7528\uff09\u4e4b\u5916\uff0cAWS \u9084\u63d0\u4f9b\u4e86 Amazon Titan Multimodal Embeddings \u548c Amazon Titan Image Generator \u70ba\u5ba2\u6236\u5efa\u69cb\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\u63d0\u4f9b\u66f4\u591a\u9078\u64c7\u548c\u5f48\u6027\u3002Amazon Titan \u6a21\u578b\u7531 Amazon Bedrock \u7368\u5bb6\u63d0\u4f9b\uff0c\u8a72\u6a21\u578b\u7531 AWS \u900f\u904e\u5927\u91cf\u53ca\u591a\u6a23\u7684\u6848\u4f8b\u548c\u8cc7\u6599\u5eab\u4e0a\u6240\u6253\u9020\uff0c\u4e26\u5df2\u9032\u884c\u904e\u9810\u5148\u8a13\u7df4\uff0c\u4e26\u5167\u5efa\u4e86\u652f\u63f4\u8ca0\u8cac\u4efb\u5730\u4f7f\u7528 AI \u9019\u9805\u529f\u80fd\u3002\u5982\u679c\u6b63\u5f0f\u53ef\u7528\u7684 Amazon Titan \u6a21\u578b\u6216\u5176\u8f38\u51fa\u7684\u5167\u5bb9\u4fb5\u72af\u4e86\u7b2c\u4e09\u65b9\u7684\u7248\u6b0a\uff0c\u4e9e\u99ac\u905c\u5c07\u5c0d\u4f7f\u7528\u9019\u4e9b\u6a21\u578b\u7684\u5ba2\u6236\u9032\u884c\u8ce0\u511f\u3002<\/p>\n\n\n\n<p>\u00b7\u00a0\u00a0\u00a0<strong>Amazon Bedrock\u4e0a\u7684Anthropic Claude 2.1\uff1a<\/strong>Anthropic \u662f\u4e00\u5bb6 AI \u5b89\u5168\u548c\u7814\u7a76\u516c\u53f8\uff0c\u81f4\u529b\u65bc\u6253\u9020\u53ef\u9760\u3001\u53ef\u5224\u65b7\u548c\u53ef\u63a7\u7684 AI \u7cfb\u7d71\u3002Anthropic \u5df2\u5c07\u6700\u65b0\u7248\u672c\u7684\u8a9e\u8a00\u6a21\u578b Claude 2.1 \u5f15\u9032 Amazon Bedrock\u3002Claude 2.1 \u63d0\u4f9b\u4e86\u9577\u9054 200,000 \u500b token \u7684\u8a9e\u5883\u7a97\u53e3\uff0c\u4e26\u4e14\u63d0\u9ad8\u4e86\u9577\u6587\u6a94\u7684\u6e96\u78ba\u6027\u3002\u5ba2\u6236\u53ef\u4ee5\u8655\u7406\u6587\u672c\u5bc6\u96c6\u578b\u6587\u6a94\uff0c\u4f8b\u5982\u8ca1\u52d9\u5831\u8868\u548c\u5167\u90e8\u8cc7\u6599\u96c6\u3002Claude 2.1 \u80fd\u5920\u7e3d\u7d50\u548c\u5c0d\u6bd4\u6587\u6a94\u3001\u9032\u884c\u554f\u7b54\u7b49\u3002Anthropic \u5831\u544a\u7a31\uff0c\u8207\u4ee5\u524d\u7684\u6a21\u578b\u76f8\u6bd4\uff0cClaude 2.1 \u5728\u958b\u653e\u5f0f\u5c0d\u8a71\u4e2d\u7684\u932f\u8aa4\u9673\u8ff0\u6e1b\u5c11\u9054 50%\uff0c\u932f\u8aa4\u9673\u8ff0\u7387\u6e1b\u5c11\u4e86\u4e00\u534a\u3002<\/p>\n\n\n\n<p>\u00b7\u00a0\u00a0\u00a0<strong>Amazon Bedrock\u4e0a\u7684Meta Llama 2 70B\uff1a<\/strong>Llama 2 \u662f Meta \u7684\u65b0\u4e00\u4ee3\u8a9e\u8a00\u6a21\u578b\u3002Llama 2 \u7684\u8a13\u7df4\u8cc7\u6599\u6bd4 Llama 1 \u591a 40%\uff0c\u4e0a\u4e0b\u6587\u9577\u5ea6\u662f Llama 1 \u7684\u5169\u500d\u3002\u9664\u4e86\u6700\u8fd1\u767c\u5e03\u7684 Llama 2 130 \u5104\u53c3\u6578\u6a21\u578b\u4e4b\u5916\uff0cLlama 2 700 \u5104\u53c3\u6578\u6a21\u578b\u5728 Amazon Bedrock \u4e0a\u4e5f\u5df2\u53ef\u7528\u3002Llama 2 Chat \u5efa\u7acb\u5728\u9810\u5148\u8a13\u7df4\u7684 Llama \u6a21\u578b\u4e0a\uff0c\u900f\u904e\u6307\u4ee4\u8cc7\u6599\u5eab\u548c\u8d85\u904e 100 \u842c\u689d\u4eba\u5de5\u6ce8\u91cb\u9032\u884c\u5fae\u8abf\uff0c\u91dd\u5c0d\u5c0d\u8a71\u5834\u666f\u9032\u884c\u512a\u5316\u3002\u9019\u4e9b\u6a21\u578b\u5728\u591a\u500b\u5916\u90e8\u57fa\u6e96\u6e2c\u8a66\u4e2d\u7684\u8868\u73fe\u5353\u8d8a\uff0c\u5305\u62ec\u63a8\u8ad6\u3001\u7de8\u78bc\u3001\u719f\u7df4\u7a0b\u5ea6\u548c\u77e5\u8b58\u6e2c\u8a66\uff0c\u4e26\u5728 Amazon Bedrock \u4e0a\u63d0\u4f9b\u4e86\u6975\u9ad8\u7684\u6027\u50f9\u6bd4\u3002<\/p>\n\n\n\n<p>\u00b7\u00a0\u00a0\u00a0<strong>\u65b0\u7684Amazon Titan Image Generator\u73fe\u5df2\u63a8\u51fa\u9810\u89bd\u7248\uff1a<\/strong>Amazon Titan Image Generator 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\u63a7\u5236\u53f0\u4e2d\u4f7f\u7528\u8a72\u6a21\u578b\uff0c\u5728\u914d\u7f6e\u7dad\u5ea6\u4e26\u6307\u5b9a\u6a21\u578b\u61c9\u751f\u6210\u7684\u5716\u50cf\u8b8a\u6578\u6578\u91cf\u4e4b\u524d\uff0c\u8f38\u5165\u81ea\u7136\u8a9e\u8a00\u63d0\u793a\uff0c\u4ee5\u751f\u6210\u5716\u50cf\u6216\u4e0a\u50b3\u5716\u50cf\u9032\u884c\u81ea\u52d5\u7de8\u8f2f\u3002\u5728\u7de8\u8f2f\u904e\u7a0b\u4e2d\uff0c\u5ba2\u6236\u53ef\u4ee5\u63a7\u5236\u5716\u50cf\u7684\u67d0\u4e9b\u90e8\u5206\u4ee5\u589e\u52a0\u6216\u66ff\u63db\u7d30\u7bc0\uff08\u4f8b\u5982\u5c07\u6ed1\u6d6a\u677f\u63d2\u5165\u6d77\u7058\u5834\u666f\u6216\u5c07\u6c7d\u8eca\u5ee3\u544a\u80cc\u666f\u4e2d\u7684\u9ad8\u5c71\u66ff\u63db\u70ba\u68ee\u6797\uff09\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6\u8207\u539f\u4f5c\u98a8\u683c\u76f8\u540c\u7684\u7d30\u7bc0\u64f4\u5c55\u5716\u50cf\u7684\u908a\u754c\u3002\u70ba\u4e86\u514c\u73fe AWS \u4eca\u5e74\u5728\u767d\u5bae\u505a\u51fa\u7684\u627f\u8afe\uff0c\u6240\u6709 Amazon Titan \u751f\u6210\u7684\u5716\u50cf\u90fd\u5305\u542b\u96b1\u5f62\u6d6e\u6c34\u5370\uff0c\u900f\u904e\u5efa\u7acb\u56b4\u8b39\u7684 AI \u751f\u6210\u5716\u50cf\u8b58\u5225\u6a5f\u5236\u4f86\u6e1b\u5c11\u50b3\u64ad\u932f\u8aa4\u8cc7\u8a0a\uff0c\u4fc3\u9032 AI \u6280\u8853\u5b89\u5168\u3001\u53ef\u9760\u548c\u900f\u660e\u5730\u767c\u5c55\u3002AWS \u662f\u9996\u6279\u5ee3\u6cdb\u767c\u5e03\u5167\u5efa\u96b1\u5f62\u6d6e\u6c34\u5370\u7684\u6a21\u578b\u4f9b\u61c9\u5546\u4e4b\u4e00\uff0c\u9019\u4e9b\u6d6e\u6c34\u5370\u6574\u5408\u5230\u8f38\u51fa\u7684\u5716\u50cf\u4e2d\uff0c\u4e26\u4e0d\u5141\u8a31\u7de8\u8f2f\u66f4\u6539\u3002<\/p>\n\n\n\n<p>\u00b7\u00a0\u00a0\u00a0<strong>\u5168\u65b0Amazon Titan Multimodal Embeddings\u73fe\u5df2\u6b63\u5f0f\u53ef\u7528\uff1a<\/strong>Amazon Titan Multimodal Embeddings \u53ef\u5354\u52a9\u5ba2\u6236\u70ba\u4f7f\u7528\u8005\u63d0\u9ad8\u591a\u6a21\u614b\u641c\u5c0b\u548c\u63a8\u85a6\u9ad4\u9a57\uff0c\u8b93\u8f38\u51fa\u7d50\u679c\u66f4\u6e96\u78ba\u4e14\u8207\u8a9e\u5883\u76f8\u95dc\u3002\u6a21\u578b\u53ef\u4ee5\u5c07\u5716\u50cf\u548c\u77ed\u6587\u672c\u8f49\u63db\u70ba embedding \u6578\u5b57\u8868\u793a\u5f62\u5f0f\uff0c\u4f7f\u6a21\u578b\u80fd\u5920\u8f15\u9b06\u7406\u89e3\u8a9e\u7fa9\u4ee5\u53ca\u8cc7\u6599\u4e4b\u9593\u7684\u95dc\u4fc2\u3002\u6700\u5f8c\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u5716\u50cf\u548c\u6587\u672c\u63d0\u793a\u7684\u4efb\u610f\u7d44\u5408\u9032\u884c\u641c\u5c0b\u3002\u8a72\u6a21\u578b\u5c07\u70ba\u641c\u5c0b\u751f\u6210\u5d4c\u5165\uff0c\u4e26\u5c07\u5b83\u5011\u8207\u5df2\u6709\u7684\u5d4c\u5165\u76f8\u5339\u914d\uff0c\u4ee5\u7522\u751f\u66f4\u6e96\u78ba\u7684\u641c\u5c0b\u548c\u63a8\u85a6\u7d50\u679c\u3002\u4f8b\u5982\uff0c\u64c1\u6709\u6578\u5104\u5f35\u5716\u50cf\u7684\u5716\u5eab\u651d\u5f71\u516c\u53f8\u53ef\u4ee5\u4f7f\u7528\u8a72\u6a21\u578b\u4f86\u589e\u5f37\u5176\u641c\u5c0b\u529f\u80fd\uff0c\u9019\u6a23\u7528\u6236\u5c31\u53ef\u4ee5\u4f7f\u7528\u77ed\u8a9e\u3001\u5716\u50cf\u6216\u5716\u50cf\u548c\u6587\u672c\u7684\u7d44\u5408\u4f86\u641c\u5c0b\u5716\u50cf\uff08\u4f8b\u5982\u6211\u8981\u548c\u9019\u5f35\u7167\u7247\u985e\u4f3c\u7684\u5716\u50cf\uff0c\u4f46\u5929\u7a7a\u662f\u6674\u6717\u7684\uff09\u3002\u4e00\u822c\u60c5\u6cc1\u4e0b\uff0c\u4f7f\u7528\u8a72\u6a21\u578b\u751f\u6210\u5411\u91cf\u975e\u5e38\u9069\u5408\u65bc\u9700\u8981\u9ad8\u6e96\u78ba\u5ea6\u548c\u5feb\u901f\u56de\u61c9\u7684\u641c\u5c0b\u5834\u666f\u3002\u7136\u800c\uff0c\u5ba2\u6236\u4e5f\u53ef\u4ee5\u751f\u6210\u66f4\u5c0f\u7684\u7dad\u5ea6\u4f86\u512a\u5316\u901f\u5ea6\u548c\u6548\u80fd\u3002Amazon Titan Text Embeddings \u6a21\u578b\u52a0\u5165\u4e86 Amazon Titan Text Embeddings\uff0c\u53ef\u4ee5\u5c07\u8a5e\u8a9e\u3001\u77ed\u53e5\u3001\u9577\u6587\u6a94\u7b49\u6587\u672c\u8f38\u5165\u8f49\u5316\u70ba\u5d4c\u5165\uff08embeddings\uff09\uff0c\u7528\u65bc\u641c\u5c0b\u548c\u5ba2\u88fd\u5316\u63a8\u85a6\u7b49\u5834\u666f\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u65b0\u529f\u80fd\u53ef\u5e6b\u52a9\u5ba2\u6236\u66f4\u6709\u6548\u7387\u5730\u8a55\u4f30\u3001\u6bd4\u8f03\u548c\u9078\u64c7\u6700\u9069\u5408\u5176\u61c9\u7528\u5834\u666f\u548c\u696d\u52d9\u9700\u6c42\u7684\u6a21\u578b<\/strong><\/p>\n\n\n\n<p>\u5982\u4eca\uff0c\u4f01\u696d\u64c1\u6709\u591a\u500b\u6a21\u578b\u9078\u9805\u4f86\u652f\u63f4\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\u3002\u5728\u5177\u9ad4\u61c9\u7528\u5834\u666f\u4e2d\uff0c\u70ba\u4e86\u5728\u6e96\u78ba\u6027\u548c\u6548\u80fd\u4e4b\u9593\u53d6\u5f97\u9069\u7576\u7684\u5e73\u8861\uff0c\u4f01\u696d\u5fc5\u9808\u6709\u6548\u5730\u6bd4\u8f03\u6a21\u578b\uff0c\u4e26\u627e\u5230\u9996\u9078\u6307\u6a19\u3002\u70ba\u4e86\u6bd4\u8f03\u6a21\u578b\uff0c\u4f01\u696d\u5fc5\u9808\u5148\u82b1\u5e7e\u5929\u6642\u9593\u78ba\u5b9a\u6a19\u6e96\u3001\u8a2d\u5b9a\u8a55\u4f30\u5de5\u5177\u4e26\u904b\u884c\u8a55\u4f30\uff0c\u9019\u4e9b\u7a0b\u5e8f\u90fd\u9700\u8981\u5c08\u696d\u7684\u8cc7\u6599\u79d1\u5b78\u77e5\u8b58\u3002\u6b64\u5916\uff0c\u9019\u4e9b\u6e2c\u8a66\u7121\u6cd5\u7528\u65bc\u4e3b\u89c0\u6a19\u6e96\u7684\u8a55\u4f30\uff08\u4f8b\u5982\u54c1\u724c\u8072\u91cf\u3001\u76f8\u95dc\u6027\u53ca\u98a8\u683c\uff09\uff0c\u56e0\u70ba\u4e3b\u89c0\u6a19\u6e96\u9700\u8981\u900f\u904e\u7e41\u7463\u3001\u8017\u6642\u7684\u4eba\u5de5\u5be9\u6838\u9032\u884c\u5224\u65b7\u3002\u5c0d\u65bc\u6bcf\u500b\u65b0\u5834\u666f\u6a21\u578b\uff0c\u9019\u4e9b\u6240\u9700\u8981\u8017\u8cbb\u7684\u6642\u9593\u3001\u5c08\u696d\u77e5\u8b58\u548c\u8cc7\u6e90\u4f7f\u4f01\u696d\u671b\u800c\u537b\u6b65\uff0c\u5f9e\u800c\u9650\u5236\u4e86\u4ed6\u5011\u5c0d\u751f\u6210\u5f0f AI \u7684\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>Amazon Bedrock \u4e2d\u7684\u6a21\u578b\u8a55\u4f30\u529f\u80fd\u73fe\u5df2\u63a8\u51fa\u9810\u89bd\u7248\uff0c\u53ef\u5e6b\u52a9\u5ba2\u6236\u4f7f\u7528\u81ea\u52d5\u6216\u4eba\u5de5\u4f86\u8a55\u4f30\u3001\u6bd4\u8f03\u548c\u9078\u64c7\u9069\u5408\u7279\u5b9a\u61c9\u7528\u5834\u666f\u7684\u6700\u4f73\u6a21\u578b\u3002\u5728 Amazon Bedrock \u63a7\u5236\u53f0\u4e2d\uff0c\u5ba2\u6236\u53ef\u4ee5\u9078\u64c7\u4ed6\u5011\u60f3\u8981\u91dd\u5c0d\u76f8\u61c9\u4efb\u52d9\uff08\u4f8b\u5982\u554f\u7b54\u6216\u5167\u5bb9\u6458\u8981\uff09\u9032\u884c\u6bd4\u8f03\u7684\u6a21\u578b\u3002\u5982\u9700\u81ea\u52d5\u8a55\u4f30\uff0c\u5ba2\u6236\u53ef\u4ee5\u9078\u64c7\u9810\u5148\u5b9a\u7fa9\u7684\u8a55\u4f30\u6a19\u6e96\uff08\u4f8b\u5982\u6e96\u78ba\u6027\u3001\u7a69\u5b9a\u6027\u548c\u662f\u5426\u542b\u6709\u6709\u5bb3\u5167\u5bb9\uff09\u4e26\u4e0a\u50b3\u81ea\u5df1\u7684\u6e2c\u8a66\u8cc7\u6599\u5eab\u6216\u5f9e\u5167\u5efa\u7684\u516c\u958b\u8cc7\u6599\u5eab\u4e2d\u9032\u884c\u9078\u64c7\u3002\u5c0d\u65bc\u9700\u8981\u8907\u96dc\u5224\u65b7\u7684\u4e3b\u89c0\u6a19\u6e96\u6216\u5167\u5bb9\uff0c\u5ba2\u6236\u53ea\u9700\u7d93\u904e\u7c21\u55ae\u8a2d\u5b9a\u5373\u53ef\u8f15\u9b06\u8a2d\u5b9a\u4eba\u5de5\u8a55\u4f30\u5de5\u4f5c\u6d41\u7a0b\u3002\u9019\u4e9b\u5de5\u4f5c\u6d41\u7a0b\u904b\u7528\u5ba2\u6236\u7684\u5167\u90e8\u54e1\u5de5\u5718\u968a\u6216\u4f7f\u7528 AWS \u63d0\u4f9b\u7684\u54e1\u5de5\u5718\u968a\u4f86\u8a55\u4f30\u6a21\u578b\u56de\u61c9\u3002\u5728\u4eba\u5de5\u8a55\u4f30\u7684\u904e\u7a0b\u4e2d\uff0c\u5ba2\u6236\u53ef\u4ee5\u5b9a\u7fa9\u7279\u5b9a\u7684\u6307\u6a19\uff08\u4f8b\u5982\u76f8\u95dc\u6027\u3001\u98a8\u683c\u548c\u54c1\u724c\u8072\u91cf\uff09\u3002\u5ba2\u6236\u5b8c\u6210\u8a2d\u5b9a\u5f8c\uff0cAmazon Bedrock \u5c31\u6703\u57f7\u884c\u8a55\u4f30\u4e26\u751f\u6210\u5831\u544a\uff0c\u4ee5\u4fbf\u5ba2\u6236\u8f15\u9b06\u4e86\u89e3\u6a21\u578b\u5728\u95dc\u9375\u6a19\u6e96\u4e0a\u7684\u8868\u73fe\uff0c\u4e26\u4f5c\u51fa\u76f8\u61c9\u5354\u8abf\uff0c\u5f9e\u800c\u5feb\u901f\u9078\u64c7\u6700\u9069\u5408\u61c9\u7528\u5834\u666f\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u64f4\u5c55\u7684\u5168\u65b0\u6a21\u578b\u5b9a\u5236\u529f\u80fd\u53ef\u5354\u52a9\u5ba2\u6236\u5728<\/strong><strong>AWS<\/strong><strong>\u4e0a\u78ba\u4fdd\u96b1\u79c1\u4e14\u5b89\u5168\u5730\u91cb\u653e\u8cc7\u6599\u50f9\u503c<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u4f01\u696d\u5e0c\u671b\u6700\u5927\u9650\u5ea6\u5730\u91cb\u653e\u8cc7\u6599\u50f9\u503c\uff0c\u4ee5\u63d0\u4f9b\u5927\u898f\u6a21\u7684\u5353\u8d8a\u7528\u6236\u9ad4\u9a57\uff0c\u9019\u4e9b\u9ad4\u9a57\u7d93\u904e\u7368\u7279\u8a2d\u8a08\uff0c\u80fd\u5920\u53cd\u6620\u516c\u53f8\u7684\u98a8\u683c\u3001\u610f\u898b\u548c\u670d\u52d9\u3002Amazon Bedrock \u4e2d\u63d0\u4f9b\u65b0\u7684\u5c08\u9580\u5efa\u69cb\u529f\u80fd\uff0c\u53ef\u5354\u52a9\u5ba2\u6236\u78ba\u4fdd\u96b1\u79c1\u4e14\u5b89\u5168\u5730\u4f7f\u7528\u81ea\u5df1\u7684\u8cc7\u6599\u5b9a\u5236\u6a21\u578b\uff0c\u4ee5\u5dee\u7570\u5316\u751f\u6210\u5f0f AI \u9a45\u52d5\u7684\u61c9\u7528\u7a0b\u5f0f\u3002<\/p>\n\n\n\n<p>\u00b7\u00a0\u00a0\u00a0<strong>Amazon Bedrock\u77e5\u8b58\u5eab\u529f\u80fd\u4f7f\u7528\u8207\u8a9e\u5883\u548c\u516c\u53f8\u76f8\u95dc\u7684\u8cc7\u6599\u5b9a\u5236\u6a21\u578b\u56de\u61c9\uff1a<\/strong>\u4f01\u696d\u5e0c\u671b\u4f7f\u7528\u5c08\u6709\u8cc7\u6599\u88dc\u5145\u73fe\u6709\u6a21\u578b\uff0c\u4ee5\u7372\u5f97\u66f4\u76f8\u95dc\u548c\u66f4\u6e96\u78ba\u7684\u56de\u61c9\u3002\u70ba\u4e86\u63d0\u4f9b\u6a21\u578b\u6700\u65b0\u8cc7\u8a0a\uff0c\u4f01\u696d\u8d70\u5411 retrieval augmented generation (RAG)\uff0c\u9019\u7a2e\u6280\u8853\u900f\u904e\u5f9e\u591a\u500b\u4f86\u6e90\uff08\u4f8b\u5982\u6587\u4ef6\u5132\u5b58\u5eab\u3001\u8cc7\u6599\u5eab\u548c API\uff09\u7372\u53d6\u8cc7\u6599\uff0c\u5c07\u8cc7\u6599\u8207\u63d0\u793a\u8a5e\u7d50\u5408\u3002Amazon Bedrock \u77e5\u8b58\u5eab\u529f\u80fd\u73fe\u5df2\u5168\u9762\u53ef\u7528\uff0c\u53ef\u5c07\u6a21\u578b\u5b89\u5168\u5730\u9023\u63a5\u5230\u516c\u53f8\u5167\u90e8\u8cc7\u6599\u4f86\u6e90\u4ee5\u7528\u65bc RAG\uff0c\u70ba\u804a\u5929\u6a5f\u5668\u4eba\u548c\u554f\u7b54\u7cfb\u7d71\u7b49\u6848\u4f8b\u63d0\u4f9b\u66f4\u6e96\u78ba\u4e14\u91dd\u5c0d\u7279\u5b9a\u8a9e\u5883\u7684\u56de\u61c9\u3002\u77e5\u8b58\u5eab\u662f\u5b8c\u5168\u8a17\u7ba1\u7684\uff0c\u56e0\u6b64\u5ba2\u6236\u53ea\u9700\u6307\u660e\u8cc7\u6599\u4f4d\u7f6e\uff0c\u7136\u5f8c\u77e5\u8b58\u5eab\u5c31\u6703\u7372\u53d6\u6587\u672c\u6587\u6a94\uff0c\u4e26\u5c07\u8cc7\u6599\u4fdd\u5b58\u5230\u5411\u91cf\u8cc7\u6599\u5eab\u6216\u4ee3\u8868\u5ba2\u6236\u8a2d\u5b9a\u4e00\u500b\u5411\u91cf\u8cc7\u6599\u5eab\u3002\u7576\u7528\u6236\u9032\u884c\u67e5\u8a62\u6642\uff0cAmazon Bedrock \u6703\u81ea\u52d5\u7de8\u6392 RAG\uff0c\u900f\u904e\u6a21\u578b\u7372\u53d6\u76f8\u95dc\u6587\u672c\u4f86\u589e\u5f37\u63d0\u793a\u8a5e\uff0c\u5c07\u63d0\u793a\u8a5e\u767c\u7d66\u6a21\u578b\uff0c\u6700\u7d42\u5f97\u5230\u56de\u61c9\u3002Amazon Bedrock \u77e5\u8b58\u5eab\u70ba\u8cc7\u6599\u5eab\u63d0\u4f9b\u5411\u91cf\u529f\u80fd\uff0c\u5305\u62ec <a href=\"https:\/\/aws.amazon.com\/tw\/opensearch-service\/\" target=\"_blank\" rel=\"noreferrer noopener\">Amazon OpenSearch<\/a>\u3001Pinecone \u548c Redis Enterprise Cloud \u7684\u5411\u91cf\u5f15\u64ce\uff0c\u4e0a\u8ff0\u529f\u80fd\u4ea6\u5c07\u65bc <a href=\"https:\/\/aws.amazon.com\/tw\/rds\/aurora\/\" target=\"_blank\" rel=\"noreferrer noopener\">Amazon Aurora<\/a> \u548c MongoDB \u4e0a\u63a8\u51fa\u3002<\/p>\n\n\n\n<p>\u00b7\u00a0\u00a0\u00a0<strong>Cohere Command\u3001Meta Llama 2\u548cAmazon Titan\u6a21\u578b\u73fe\u5728\u53ef\u4ee5\u5728Amazon Bedrock\u4e0a\u9032\u884c\u5fae\u8abf\uff0c\u4e26\u4e14\u5373\u5c07\u652f\u63f4Anthropic Claude 2\uff1a<\/strong>\u9664\u4e86 RAG \u4e4b\u5916\uff0c\u4f01\u696d\u9084\u53ef\u4ee5\u4f7f\u7528\u5fae\u8abf\u529f\u80fd\u5728\u5177\u9ad4\u4efb\u52d9\uff08\u4f8b\u5982\u6587\u672c\u751f\u6210\uff09\u4e2d\u9032\u4e00\u6b65\u8a13\u7df4\u6a21\u578b\uff0c\u4f7f\u7528\u6a19\u8a18\u8cc7\u6599\u5eab\u8abf\u6574\u6a21\u578b\u53c3\u6578\uff0c\u4f7f\u5176\u7b26\u5408\u696d\u52d9\u9700\u6c42\uff0c\u5c07\u5df2\u638c\u63e1\u7684\u77e5\u8b58\u64f4\u5c55\u5230\u7d44\u7e54\u548c\u7d42\u7aef\u4f7f\u7528\u8005\u4f7f\u7528\u7684\u8a5e\u5f59\u5eab\u4e2d\u3002\u4f8b\u5982\uff0c\u96f6\u552e\u5ba2\u6236\u53ef\u4ee5\u5728\u7522\u54c1\u63cf\u8ff0\u8cc7\u6599\u5eab\u4e0a\u5fae\u8abf\u6a21\u578b\uff0c\u4ee5\u5354\u52a9\u5176\u4e86\u89e3\u54c1\u724c\u98a8\u683c\uff0c\u5f9e\u800c\u70ba\u7db2\u7ad9\u7de8\u5beb\u66f4\u6e96\u78ba\u7684\u63cf\u8ff0\u3002Amazon Bedrock \u73fe\u5728\u652f\u6301\u5c0d Cohere Command \u548c Meta Llama 2\uff0c\u4ee5\u53ca Amazon Titan Text Express\u3001Amazon Titan Text Lite\u3001Amazon Titan Multimodal Embeddings \u548c Amazon Titan Image Generator\uff08\u9810\u89bd\u7248\uff09\u7684\u5b8c\u5168\u8a17\u7ba1\u5fae\u8abf\uff0c\u56e0\u6b64\u5ba2\u6236\u53ef\u4ee5\u900f\u904e\u6a19\u7c64\u8cc7\u6599\u96c6\u63d0\u9ad8\u7279\u5b9a\u4efb\u52d9\u7684\u6a21\u578b\u6e96\u78ba\u6027\u3002\u6b64\u5916\uff0cAWS \u5ba2\u6236\u5f88\u5feb\u5c31\u80fd\u5920\u4f7f\u7528\u81ea\u5df1\u7684\u8cc7\u6599\u4f86\u6e90\u5fae\u8abf Anthropic Claude 2 \u7684\u6548\u80fd\u3002\u8981\u5fae\u8abf\u6a21\u578b\uff0c\u5ba2\u6236\u53ef\u4ee5\u9078\u64c7\u6a21\u578b\uff0c\u4f7f\u7528 Amazon Bedrock \u88fd\u4f5c\u526f\u672c\u3002\u4e4b\u5f8c\uff0c\u5ba2\u6236\u53ef\u4ee5\u5728 <a href=\"https:\/\/aws.amazon.com\/tw\/s3\/\" target=\"_blank\" rel=\"noreferrer noopener\">Amazon Simple Storage Service (Amazon S3)<\/a> \u4e2d\u6a19\u8a18\u793a\u4f8b\uff0c\u800c Amazon Bedrock\uff08\u5229\u7528\u65b0\u8cc7\u8a0a\u589e\u5f37\u8907\u88fd\u6a21\u578b\uff09\u6703\u5728\u4fdd\u8b49\u96b1\u79c1\u7684\u60c5\u6cc1\u4e0b\u5c0d\u5176\u9032\u884c\u8a13\u7df4\uff0c\u4e26\u5f97\u5230\u7d50\u679c\u3002\u6a21\u578b\u8d8a\u662f\u7d93\u904e\u7cbe\u6e96\u5fae\u8abf\uff0c\u56de\u61c9\u6703\u8d8a\u76f8\u95dc\u4e14\u5ba2\u88fd\u5316\u3002\u5ba2\u6236\u8cc7\u6599\u5728\u50b3\u8f38\u904e\u7a0b\u4e2d\u548c\u5b58\u653e\u6642\u90fd\u7d93\u904e\u52a0\u5bc6\uff0c\u56e0\u6b64\u6240\u6709\u5bf6\u8cb4\u7684\u5ba2\u6236\u8cc7\u6599\u90fd\u662f\u59cb\u7d42\u5b89\u5168\u4e14\u4fdd\u5bc6\u7684\u3002AWS \u548c\u7b2c\u4e09\u65b9\u6a21\u578b\u63d0\u4f9b\u5546\u5747\u4e0d\u6703\u4f7f\u7528 Amazon Bedrock \u7684\u4efb\u4f55\u8f38\u5165\u6216\u8f38\u51fa\u5167\u5bb9\u4f86\u8a13\u7df4\u6a21\u578b\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u501f\u52a9<\/strong><strong>Amazon Bedrock<\/strong><strong>\u4ee3\u7406\u529f\u80fd\uff0c\u751f\u6210\u5f0f<\/strong><strong>AI<\/strong><strong>\u61c9\u7528\u7a0b\u5f0f\u53ef\u4ee5\u4f7f\u7528\u516c\u53f8\u7cfb\u7d71\u548c\u8cc7\u6599\u4f86\u6e90\u57f7\u884c\u591a\u6b65\u9a5f\u4efb\u52d9<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u73fe\u5b58\u7684\u6a21\u578b\u96d6\u7136\u80fd\u5920\u6709\u6548\u5730\u9032\u884c\u5c0d\u8a71\u548c\u751f\u6210\u65b0\u5167\u5bb9\uff0c\u4f46\u5982\u679c\u80fd\u5920\u57f7\u884c\u66f4\u8907\u96dc\u7684\u64cd\u4f5c\uff0c\u4f8b\u5982\u89e3\u6c7a\u554f\u984c\u4ee5\u53ca\u8207\u516c\u53f8\u7cfb\u7d71\u4e92\u52d5\u4ee5\u5b8c\u6210\u4efb\u52d9\uff08\u4f8b\u5982\u65c5\u884c\u9810\u5b9a\u6216\u8a02\u8cfc\u66ff\u63db\u96f6\u4ef6\uff09\uff0c\u5c07\u53ef\u4ee5\u70ba\u4f01\u696d\u63d0\u4f9b\u66f4\u591a\u50f9\u503c\u3002\u7136\u800c\uff0c\u9019\u9700\u8981\u5ba2\u88fd\u5316\u5730\u5c07\u6a21\u578b\u8207\u516c\u53f8\u8cc7\u6599\u4f86\u6e90\u3001API \u4ee5\u53ca\u5167\u5916\u90e8\u7cfb\u7d71\u6574\u5408\u8d77\u4f86\u3002\u958b\u767c\u4eba\u54e1\u5fc5\u9808\u7de8\u5beb\u7a0b\u5f0f\u4f86\u8abf\u6574\u6a21\u578b\u3001\u7cfb\u7d71\u548c\u4f7f\u7528\u8005\u4e4b\u9593\u7684\u4e92\u52d5\uff0c\u4f7f\u61c9\u7528\u7a0b\u5f0f\u53ef\u4ee5\u6309\u908f\u8f2f\u5faa\u5e8f\u57f7\u884c\u4e00\u7cfb\u5217 API \u6307\u793a\u3002\u70ba\u4e86\u5c07\u6a21\u578b\u8207\u8cc7\u6599\u4f86\u6e90\u9023\u63a5\u8d77\u4f86\uff0c\u958b\u767c\u4eba\u54e1\u5fc5\u9808\u90e8\u7f72 RAG\uff0c\u4ee5\u4fbf\u8b93\u6a21\u578b\u53ef\u4ee5\u6839\u64da\u4efb\u52d9\u8abf\u6574\u56de\u61c9\u3002\u6700\u5f8c\uff0c\u958b\u767c\u4eba\u54e1\u5fc5\u9808\u914d\u7f6e\u548c\u7ba1\u7406\u5fc5\u8981\u7684\u57fa\u790e\u8a2d\u65bd\uff0c\u4e26\u5236\u5b9a\u8cc7\u6599\u5b89\u5168\u548c\u96b1\u79c1\u6b0a\u539f\u5247\u3002\u9019\u4e9b\u6b65\u9a5f\u975e\u5e38\u8017\u6642\u4e14\u9700\u8981\u5c08\u696d\u77e5\u8b58\uff0c\u56e0\u6b64\u6e1b\u6162\u4e86\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\u7684\u958b\u767c\u901f\u5ea6\u3002<\/p>\n\n\n\n<p>\u73fe\u5728\u6b63\u5f0f\u53ef\u7528\u3001\u5b8c\u5168\u8a17\u7ba1\u7684 Amazon Bedrock \u4ee3\u7406\u529f\u80fd\u4f7f\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\u80fd\u5920\u8de8\u516c\u53f8\u7cfb\u7d71\u548c\u8cc7\u6599\u4f86\u6e90\u57f7\u884c\u591a\u6b65\u9a5f\u4efb\u52d9\u3002\u4ee3\u7406\u53ef\u4ee5\u8a08\u756b\u548c\u57f7\u884c\u5927\u591a\u6578\u696d\u52d9\u4efb\u52d9\uff0c\u4f8b\u5982\u56de\u7b54\u6709\u95dc\u7522\u54c1\u53ef\u7528\u6027\u7684\u554f\u984c\u6216\u63a5\u53d7\u8a02\u55ae\u3002\u5ba2\u6236\u53ef\u4ee5\u900f\u904e\u7c21\u55ae\u7684\u904e\u7a0b\u8a2d\u5b9a\u4ee3\u7406\uff0c\u9996\u5148\u9078\u64c7\u6240\u9700\u7684\u6a21\u578b\uff0c\u7528\u81ea\u7136\u8a9e\u8a00\u7de8\u5beb\u4e00\u4e9b\u8aaa\u660e\uff08\u4f8b\u5982\u4f60\u662f\u4e00\u4f4d\u53cb\u5584\u7684\u5ba2\u6236\u670d\u52d9\u4ee3\u7406\uff0c\u548c\u5728\u5eab\u5b58\u7cfb\u7d71\u4e2d\u6aa2\u67e5\u7522\u54c1\u5eab\u5b58\u60c5\u6cc1\uff09\uff0c\u4e26\u958b\u653e\u5176\u5c0d\u516c\u53f8\u4f01\u696d\u7cfb\u7d71\u548c\u77e5\u8b58\u5eab\u7684\u5b58\u53d6\u6b0a\uff1b\u4ee3\u7406\u5c07\u81ea\u52d5\u5206\u6790\u8acb\u6c42\u4e26\u5c07\u5176\u5206\u89e3\u70ba\u908f\u8f2f\u5e8f\u5217\uff0c\u518d\u4f7f\u7528\u6a21\u578b\u7684\u63a8\u8ad6\u529f\u80fd\u4f86\u78ba\u5b9a\u6240\u9700\u7684\u8cc7\u8a0a\uff1b\u7136\u5f8c\uff0c\u4ee3\u7406\u900f\u904e\u8b58\u5225\u8981\u8abf\u7528\u7684 API \u4e26\u6c7a\u5b9a\u4f55\u6642\u8abf\u7528\u5b83\u5011\u4f86\u63a1\u53d6\u884c\u52d5\u3001\u6eff\u8db3\u8acb\u6c42\u3002\u4ee3\u7406\u9084\u53ef\u4ee5\u5f9e\u5c08\u6709\u8cc7\u6599\u4f86\u6e90\u641c\u5c0b\u6240\u9700\u8cc7\u8a0a\uff0c\u4ee5\u63d0\u4f9b\u6e96\u78ba\u4e14\u76f8\u95dc\u7684\u56de\u61c9\u3002\u4ee3\u7406\u6bcf\u6b21\u90fd\u6703\u5728\u5f8c\u53f0\u5b89\u5168\u3001\u96b1\u79c1\u5730\u57f7\u884c\u6b64\u904e\u7a0b\uff0c\u4f7f\u5ba2\u6236\u7121\u9700\u8a2d\u8a08\u63d0\u793a\u3001\u7ba1\u7406\u5c0d\u8a71\u4e0a\u4e0b\u6587\u6216\u624b\u52d5\u7de8\u6392\u7cfb\u7d71\u3002\u501f\u52a9\u9069\u7528\u65bc Amazon Bedrock \u7684\u4ee3\u7406\uff0c\u5ba2\u6236\u53ef\u4ee5\u63d0\u5347\u751f\u6210\u5f0f AI \u61c9\u7528\u958b\u767c\u7684\u6e96\u78ba\u6027\u548c\u901f\u5ea6\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u501f\u52a9<\/strong><strong>Amazon Bedrock<\/strong><strong>\u7684<\/strong><strong>Guardrails<\/strong><strong>\u529f\u80fd\uff0c\u5ba2\u6236\u53ef\u4ee5\u6839\u64da\u61c9\u7528\u7a0b\u5f0f\u8981\u6c42\u548c\u8ca0\u8cac\u4efb\u7684<\/strong><strong>AI<\/strong><strong>\u7b56\u7565\u5be6\u65bd\u8de8\u6a21\u578b\u4fdd\u8b77\u63aa\u65bd<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u4f01\u696d\u9010\u6f38\u4e86\u89e3\u5230\u751f\u6210\u5f0f AI 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AI \u61c9\u7528\u7a0b\u5f0f\u4e2d\u5f37\u5316\u95dc\u9375\u7b56\u7565\u548c\u898f\u5247\uff0c\u4ee5\u63d0\u4f9b\u6240\u7b54\u5373\u6240\u554f\u7684\u7528\u6236\u9ad4\u9a57\u4e26\u8b93\u5ba2\u6236\u53ef\u4ee5\u66f4\u5b89\u5168\u5730\u4f7f\u7528\u8a72\u6280\u8853\u3002<\/p>\n\n\n\n<p>Amazon Bedrock \u7684 Guardrails \u529f\u80fd\u73fe\u5df2\u63a8\u51fa\u9810\u89bd\u7248\uff0c\u4f7f\u5ba2\u6236\u80fd\u5920\u70ba\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\u5be6\u65bd\u4fdd\u8b77\u63aa\u65bd\u3002\u9019\u4e9b\u61c9\u7528\u7a0b\u5f0f\u6839\u64da\u5ba2\u6236\u61c9\u7528\u5834\u666f\u548c\u300c\u8ca0\u8cac\u4efb\u7684 AI\u300d\u539f\u5247\u5b9a\u5236\uff0c\u56e0\u6b64\u53ef\u4ee5\u589e\u5f37\u7528\u6236\u4e92\u52d5\u7684\u5b89\u5168\u6027\u548c\u96b1\u79c1\u6027\u3002Guardrails \u529f\u80fd\u53ef\u4ee5\u63d0\u9ad8 Amazon Bedrock \u4e0a\u6a21\u578b\u5c0d\u61c9\u7528\u7a0b\u5f0f\u4e2d\u4e0d\u826f\u548c\u6709\u5bb3\u5167\u5bb9\u56de\u61c9\u7684\u4e00\u81f4\u6027\u3002\u5ba2\u6236\u53ef\u4ee5\u5c07 Guardrails \u529f\u80fd\u61c9\u7528\u65bc Amazon Bedrock \u4e0a\u7684\u6240\u6709\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u4ee5\u53ca\u5fae\u8abf\u6a21\u578b\u4e26\u8207 Amazon Bedrock \u4ee3\u7406\u529f\u80fd\u7d50\u5408\u4f7f\u7528\u3002\u8981\u5728 Amazon Bedrock \u63a7\u5236\u53f0\u4e2d\u8a2d\u5b9a\u4e00\u500b Guardrail\uff0c\u5ba2\u6236\u9996\u5148\u8981\u4f7f\u7528\u81ea\u7136\u8a9e\u8a00\u63cf\u8ff0\u4f86\u5b9a\u7fa9\u61c9\u7528\u7a0b\u5f0f\u4e2d\u9700\u8981\u88ab\u904e\u6ffe\u7684\u8a71\u984c\u3002\u5ba2\u6236\u9084\u53ef\u4ee5\u8a2d\u5b9a\u4ec7\u6068\u8a00\u8ad6\u3001\u4fae\u8fb1\u3001\u6027\u8a9e\u8a00\u548c\u66b4\u529b\u7684\u9580\u6abb\u503c\uff0c\u4ee5\u5c07\u6709\u5bb3\u5167\u5bb9\u904e\u6ffe\u5230\u4ed6\u5011\u60f3\u8981\u7684\u6c34\u6e96\u3002\u65bc 2024 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\u540d\u54e1\u5de5\u63d0\u4f9b\u5e6b\u52a9\u3002\u5177\u9ad4\u4f86\u8aaa\uff0cAmazon Bedrock \u70ba\u6211\u5011\u63d0\u4f9b\u4e86\u4f01\u696d\u7d1a\u7684\u63a7\u5236\u80fd\u529b\u548c\u4fbf\u6377\u90e8\u7f72\u7b2c\u4e09\u65b9\u6a21\u578b\u7684\u80fd\u529b\uff0c\u4ee5\u4fbf\u6211\u5011\u7684\u7522\u54c1\u548c\u6280\u8853\u5718\u968a\u80fd\u5920\u8de8\u5718\u968a\u5206\u6563\u4f7f\u7528\u3002\u9019\u8b93\u5718\u968a\u80fd\u5920\u5728\u4e00\u500b\u5b89\u5168\u548c\u8ca0\u8cac\u4efb\u7684\u74b0\u5883\u4e0b\uff0c\u501f\u52a9\u6700\u65b0\u3001\u6700\u524d\u6cbf\u7684\u751f\u6210\u5f0f AI \u6280\u8853\u9032\u884c\u9769\u65b0\uff0c\u70ba\u5ba2\u6236\u6253\u9020\u5275\u65b0\u6a5f\u9047\u3002\u300d<\/p>\n\n\n\n<p>MongoDB \u900f\u904e\u91cb\u653e\u8edf\u9ad4\u548c\u8cc7\u6599\u7684\u529b\u91cf\uff0c\u5e6b\u52a9\u5275\u65b0\u8005\u5275\u9020\u3001\u8b8a\u9769\u548c\u985b\u8986\u7522\u696d\u3002MongoDB \u7522\u54c1\u9577 Sahir Azam 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\u61c9\u7528\u7a0b\u5f0f\uff0c\u5728\u9054\u5230\u4f7f\u7528\u8005\u671f\u671b\u7684\u4fe1\u4efb\u5ea6\u548c\u6e96\u78ba\u6027\u4e0b\u5275\u9020\u5ba2\u88fd\u5316\u9ad4\u9a57\u3002\u901a\u904e\u9019\u7a2e\u6574\u5408\uff0c\u5ba2\u6236\u53ef\u4ee5\u5b58\u53d6\u696d\u754c\u9818\u5148\u7684\u57fa\u790e\u6a21\u578b\uff0c\u4e26\u4f7f\u7528 MongoDB Atlas Vector Search \u8655\u7406\u904e\u7684\u8cc7\u6599\u4f86\u6253\u9020\u61c9\u7528\u7a0b\u5f0f\uff0c\u5728\u6b63\u78ba\u7684\u8a9e\u5883\u4e0b\u63d0\u4f9b\u66f4\u591a\u76f8\u95dc\u7684\u8f38\u51fa\u3002\u5229\u7528 Amazon Bedrock \u77e5\u8b58\u5eab\u4e2d\u5167\u5efa\u7684\u8cc7\u6599\u96b1\u79c1\u6700\u4f73\u5be6\u8e10\uff0c\u5ba2\u6236\u53ef\u4ee5\u7bc0\u7701\u5728\u751f\u6210\u5f0f AI \u71df\u904b\u4e0a\u82b1\u8cbb\u7684\u6642\u9593\uff0c\u5f9e\u800c\u66f4\u5c08\u6ce8\u65bc\u6280\u8853\u90e8\u7f72\uff0c\u5728 AWS \u4e0a\u958b\u767c\u66f4\u6709\u5438\u5f15\u529b\u7684\u7528\u6236\u9ad4\u9a57\u3002\u300d<\/p>\n\n\n\n<p>Salesforce 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TODAY<\/a>\u983b\u9053\u4e86\uff0c\u5feb\u4f86\u8ffd\u8e2a\u6211\u5011\u5427!!&#8211;\u6700\u65b0\u79d1\u6280\u65b0\u805e \u76e1\u5728\u4f60\u624b<\/strong><\/h4>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e9e\u99ac\u905c\uff08Amazon\uff09\u65d7\u4e0b Amaz<\/p>\n","protected":false},"author":3,"featured_media":51322,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[13],"tags":[6159,255,8063,5344],"class_list":["post-51309","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-amazon-bedrock","tag-aws","tag-aws-reinvent","tag-ai"],"_links":{"self":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/51309"}],"collection":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=51309"}],"version-history":[{"count":5,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/51309\/revisions"}],"predecessor-version":[{"id":51325,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/51309\/revisions\/51325"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/media\/51322"}],"wp:attachment":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=51309"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=51309"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=51309"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}