{"id":3544,"date":"2025-10-03T04:50:18","date_gmt":"2025-10-03T00:50:18","guid":{"rendered":"https:\/\/algotery.com\/2025\/10\/03\/%d9%86%d9%85%d9%88%d8%b0%d8%ac-deepseek-v3-1-%d9%85%d8%aa%d8%a7%d8%ad-%d8%a7%d9%84%d8%a2%d9%86-%d8%b9%d9%84%d9%89-amazon-bedrock\/"},"modified":"2025-10-03T04:50:18","modified_gmt":"2025-10-03T00:50:18","slug":"%d9%86%d9%85%d9%88%d8%b0%d8%ac-deepseek-v3-1-%d9%85%d8%aa%d8%a7%d8%ad-%d8%a7%d9%84%d8%a2%d9%86-%d8%b9%d9%84%d9%89-amazon-bedrock","status":"publish","type":"post","link":"https:\/\/algotery.com\/ar\/2025\/10\/03\/%d9%86%d9%85%d9%88%d8%b0%d8%ac-deepseek-v3-1-%d9%85%d8%aa%d8%a7%d8%ad-%d8%a7%d9%84%d8%a2%d9%86-%d8%b9%d9%84%d9%89-amazon-bedrock\/","title":{"rendered":"\u0646\u0645\u0648\u0630\u062c DeepSeek-V3.1 \u0645\u062a\u0627\u062d \u0627\u0644\u0622\u0646 \u0639\u0644\u0649 Amazon Bedrock"},"content":{"rendered":"<p>[ad_1]<br \/>\n<\/p>\n<div id=\"\">\n<table id=\"amazon-polly-audio-table\">\n<tbody>\n<tr>\n<td id=\"amazon-polly-audio-tab\">\n<div id=\"amazon-polly-by-tab\">\n            <a href=\"https:\/\/aws.amazon.com\/polly\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" src=\"https:\/\/a0.awsstatic.com\/aws-blog\/images\/Voiced_by_Amazon_Polly_EN.png\" alt=\"\u0645\u064f\u0639\u0628\u0631 \u0639\u0646\u0647 \u0628\u0648\u0627\u0633\u0637\u0629 Polly\" width=\"554\" height=\"56\"><\/a>\n           <\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u0641\u064a \u0634\u0647\u0631 \u0645\u0627\u0631\u0633\u060c \u0623\u0635\u0628\u062d\u062a <a href=\"https:\/\/aws.amazon.com\/?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">\u062e\u062f\u0645\u0627\u062a \u0623\u0645\u0627\u0632\u0648\u0646 \u0648\u064a\u0628 (AWS)<\/a> <a href=\"https:\/\/aws.amazon.com\/blogs\/aws\/deepseek-r1-now-available-as-a-fully-managed-serverless-model-in-amazon-bedrock\/?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">\u0623\u0648\u0644 \u0645\u0632\u0648\u062f \u062e\u062f\u0645\u0629 \u0633\u062d\u0627\u0628\u064a\u0629 \u064a\u0642\u062f\u0645 DeepSeek-R1<\/a> \u0628\u0637\u0631\u064a\u0642\u0629 \u0628\u062f\u0648\u0646 \u062e\u0627\u062f\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0637\u0644\u0627\u0642\u0647 \u0643\u0646\u0645\u0648\u0630\u062c \u0645\u064f\u062f\u0627\u0631 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0648\u0645\u062a\u0627\u062d \u0639\u0645\u0648\u0645\u064a\u0627\u064b \u0641\u064a <a href=\"https:\/\/aws.amazon.com\/bedrock\/?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">Amazon Bedrock<\/a>. \u0645\u0646\u0630 \u0630\u0644\u0643 \u0627\u0644\u062d\u064a\u0646\u060c \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0642\u062f\u0631\u0627\u062a DeepSeek-R1 \u0645\u0646 \u062e\u0644\u0627\u0644 Amazon Bedrock \u0644\u0628\u0646\u0627\u0621 \u062a\u0637\u0628\u064a\u0642\u0627\u062a <a href=\"https:\/\/aws.amazon.com\/ai\/generative-ai\/?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a<\/a>\u060c \u0645\u0633\u062a\u0641\u064a\u062f\u064a\u0646 \u0645\u0646 \u0627\u0644\u062d\u0648\u0627\u062c\u0632 \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u0642\u0648\u064a\u0629 \u0644\u0640 Bedrock \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0644\u0644\u0646\u0634\u0631 \u0627\u0644\u0622\u0645\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. <\/p>\n<p>\u0627\u0644\u064a\u0648\u0645\u060c \u064a\u0633\u0639\u062f\u0646\u064a \u0623\u0646 \u0623\u0639\u0644\u0646 \u0623\u0646 <a href=\"https:\/\/aws.amazon.com\/bedrock\/deepseek?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">DeepSeek-V3.1<\/a> \u0645\u062a\u0627\u062d \u0627\u0644\u0622\u0646 \u0643\u0646\u0645\u0648\u0630\u062c \u0623\u0633\u0627\u0633\u064a \u0645\u064f\u062f\u0627\u0631 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0641\u064a Amazon Bedrock. DeepSeek-V3.1 \u0647\u0648 \u0646\u0645\u0648\u0630\u062c \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0648\u0632\u0646 \u0627\u0644\u0645\u062e\u062a\u0644\u0637 \u0627\u0644\u0630\u064a \u064a\u062a\u0646\u0642\u0644 \u0628\u064a\u0646 \u0648\u0636\u0639 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 (\u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644) \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0641\u0635\u064a\u0644\u064a \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u0648\u0648\u0636\u0639 \u0639\u062f\u0645 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 (\u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629) \u0644\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0623\u0633\u0631\u0639. <\/p>\n<p>\u0648\u0641\u0642\u0627\u064b \u0644\u0640 <a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-V3.1-Base\">DeepSeek<\/a>\u060c \u064a\u062d\u0642\u0642 \u0648\u0636\u0639 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0641\u064a DeepSeek-V3.1 \u062c\u0648\u062f\u0629 \u0625\u062c\u0627\u0628\u0627\u062a \u0645\u0645\u0627\u062b\u0644\u0629 \u0645\u0639 \u0646\u062a\u0627\u0626\u062c \u0623\u0641\u0636\u0644\u060c \u0648\u062a\u0641\u0643\u064a\u0631 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0623\u0642\u0648\u0649 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629\u060c \u0648\u0645\u0643\u0627\u0633\u0628 \u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0640 DeepSeek-R1-0528.<\/p>\n<table style=\"width: 90%;border-collapse: collapse;margin: 20px auto\">\n<thead>\n<tr>\n<th style=\"background-color: #eeeeee;text-align: left\">\u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631<\/th>\n<th style=\"background-color: #eee\">DeepSeek-V3.1<\/th>\n<th style=\"background-color: #eee\">DeepSeek-R1-0528<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Browsecomp<\/td>\n<td style=\"text-align: center\">\n  <strong>30.0<\/strong>\n<\/td>\n<td style=\"text-align: center\">8.9<\/td>\n<\/tr>\n<tr>\n<td>Browsecomp_zh<\/td>\n<td style=\"text-align: center\">\n  <strong>49.2<\/strong>\n<\/td>\n<td style=\"text-align: center\">35.7<\/td>\n<\/tr>\n<tr>\n<td>HLE<\/td>\n<td style=\"text-align: center\">\n  <strong>29.8<\/strong>\n<\/td>\n<td style=\"text-align: center\">24.8<\/td>\n<\/tr>\n<tr>\n<td>xbench-DeepSearch<\/td>\n<td style=\"text-align: center\">\n  <strong>71.2<\/strong>\n<\/td>\n<td style=\"text-align: center\">55.0<\/td>\n<\/tr>\n<tr>\n<td>Frames<\/td>\n<td style=\"text-align: center\">\n  <strong>83.7<\/strong>\n<\/td>\n<td style=\"text-align: center\">82.0<\/td>\n<\/tr>\n<tr>\n<td>SimpleQA<\/td>\n<td style=\"text-align: center\">\n  <strong>93.4<\/strong>\n<\/td>\n<td style=\"text-align: center\">92.3<\/td>\n<\/tr>\n<tr>\n<td>Seal0<\/td>\n<td style=\"text-align: center\">\n  <strong>42.6<\/strong>\n<\/td>\n<td style=\"text-align: center\">29.7<\/td>\n<\/tr>\n<tr>\n<td>SWE-bench Verified<\/td>\n<td style=\"text-align: center\">\n  <strong>66.0<\/strong>\n<\/td>\n<td style=\"text-align: center\">44.6<\/td>\n<\/tr>\n<tr>\n<td>SWE-bench Multilingual<\/td>\n<td style=\"text-align: center\">\n  <strong>54.5<\/strong>\n<\/td>\n<td style=\"text-align: center\">30.5<\/td>\n<\/tr>\n<tr>\n<td>Terminal-Bench<\/td>\n<td style=\"text-align: center\">\n  <strong>31.3<\/strong>\n<\/td>\n<td style=\"text-align: center\">5.7<\/td>\n<\/tr>\n<\/tbody>\n<caption style=\"text-align: right;caption-side: bottom;font-size: 0.8em;color: #666\">\n  (\u062c)<br \/>\n         <a href=\"https:\/\/api-docs.deepseek.com\/news\/news250821\">https:\/\/api-docs.deepseek.com\/news\/news250821<\/a><br \/>\n        <\/caption>\n<\/table>\n<p>\u062a\u062d\u0633\u0646 \u0623\u062f\u0627\u0621 \u0646\u0645\u0648\u0630\u062c DeepSeek-V3.1 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0645\u0647\u0627\u0645 \u0627\u0644\u0648\u0643\u064a\u0644 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0633\u064a\u0646 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0646\u0645\u0627\u0630\u062c DeepSeek \u0627\u0644\u0633\u0627\u0628\u0642\u0629. \u064a\u062f\u0639\u0645 DeepSeek-V3.1 \u0623\u064a\u0636\u0627\u064b \u0623\u0643\u062b\u0631 \u0645\u0646 100 \u0644\u063a\u0629 \u0628\u0643\u0641\u0627\u0621\u0629 \u0634\u0628\u0647 \u0623\u0635\u0644\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0642\u062f\u0631\u0629 \u0645\u062d\u0633\u0646\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0641\u064a \u0627\u0644\u0644\u063a\u0627\u062a \u0642\u0644\u064a\u0644\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u064a \u062a\u0641\u062a\u0642\u0631 \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u062d\u0627\u062f\u064a\u0629 \u0627\u0644\u0644\u063a\u0629 \u0623\u0648 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629. \u064a\u0645\u0643\u0646\u0643 \u0628\u0646\u0627\u0621 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0627\u0644\u0645\u064a\u0629 \u0644\u062a\u0642\u062f\u064a\u0645 \u062f\u0642\u0629 \u0645\u062d\u0633\u0646\u0629 \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0647\u0644\u0648\u0633\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0646\u0645\u0627\u0630\u062c DeepSeek \u0627\u0644\u0633\u0627\u0628\u0642\u0629\u060c \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u0631\u0624\u064a\u0629 \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631.  <\/p>\n<p>\u0625\u0644\u064a\u0643\u0645 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c:<\/p>\n<div class=\"activity-body rich-text\">\n<ul>\n<li><strong>\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0643\u0648\u062f<\/strong> \u2013 \u064a\u062a\u0641\u0648\u0642 DeepSeek-V3.1 \u0641\u064a \u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u0639 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0641\u064a \u0645\u0639\u0627\u064a\u064a\u0631 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0648\u0642\u062f\u0631\u0627\u062a \u0648\u0643\u064a\u0644 \u0627\u0644\u0643\u0648\u062f\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u062b\u0627\u0644\u064a\u0627\u064b \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0648\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0633\u064a\u0631 \u0639\u0645\u0644 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a. \u064a\u0624\u062f\u064a \u0623\u062f\u0627\u0621\u064b \u062c\u064a\u062f\u0627\u064b \u0641\u064a \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u0639 \u062a\u0642\u062f\u064a\u0645 \u0646\u062a\u0627\u0626\u062c \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0628\u0643\u0641\u0627\u0621\u0629. <\/li>\n<li><strong>\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u064a\u0644<\/strong> \u2013 \u064a\u062a\u0645\u064a\u0632 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0633\u064a\u0646 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0642\u0648\u064a\u0627\u064b \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0648\u0643\u064a\u0644. \u064a\u062f\u0639\u0645 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u0645 \u0648\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0643\u0648\u062f \u0648\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0628\u062d\u062b\u060c \u0645\u0645\u0627 \u064a\u0636\u0639\u0647 \u0643\u062e\u064a\u0627\u0631 \u0642\u0648\u064a \u0644\u0628\u0646\u0627\u0621 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629. <\/li>\n<li><strong>\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a<\/strong> \u2013 \u062a\u0645 \u062f\u0645\u062c \u0646\u0645\u0627\u0630\u062c DeepSeek \u0641\u064a \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u064a\u062f\u0639\u0645 \u0633\u064a\u0631 \u0639\u0645\u0644 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u062a\u062c\u0639\u0644 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0627\u0644\u062d\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062b\u0642\u0627\u0641\u064a\u0629 \u0644\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646\u0627\u0633\u0628\u0627\u064b \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629. <\/li>\n<\/ul><\/div>\n<p>\u0643\u0645\u0627 \u0630\u0643\u0631\u062a \u0641\u064a <a href=\"https:\/\/aws.amazon.com\/blogs\/aws\/deepseek-r1-now-available-as-a-fully-managed-serverless-model-in-amazon-bedrock\/?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">\u0645\u0646\u0634\u0648\u0631\u064a \u0627\u0644\u0633\u0627\u0628\u0642<\/a>\u060c \u0639\u0646\u062f \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u062c\u0645\u0647\u0648\u0631\u060c \u0623\u0639\u0637\u0648\u0627 \u0627\u0639\u062a\u0628\u0627\u0631\u0627\u064b \u062f\u0642\u064a\u0642\u0627\u064b \u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0646\u062f \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643\u0645\u060c \u0648\u062a\u062d\u0642\u0642\u0648\u0627 \u0645\u0646 \u0627\u0644\u062a\u062d\u064a\u0632 \u0641\u064a \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a\u060c \u0648\u0631\u0627\u0642\u0628\u0648\u0627 \u0646\u062a\u0627\u0626\u062c\u0643\u0645 \u0645\u0646 \u0646\u0627\u062d\u064a\u0629 \u0623\u0645\u0627\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648<a href=\"https:\/\/aws.amazon.com\/ai\/responsible-ai\/\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u0624\u0648\u0644<\/a> \u0648<a href=\"https:\/\/aws.amazon.com\/bedrock\/evaluations\/\">\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/a>.<\/p>\n<p>\u064a\u0645\u0643\u0646\u0643\u0645 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 <a href=\"https:\/\/aws.amazon.com\/bedrock\/security-compliance\/?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0629<\/a> \u0641\u064a Amazon Bedrock \u0648\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0636\u0645\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u062a\u0637\u0628\u064a\u0642\u0643\u0645 \u0648\u0633\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0645\u0639 <a href=\"https:\/\/aws.amazon.com\/bedrock\/guardrails\/\">Amazon Bedrock Guardrails<\/a>. \u064a\u0645\u0643\u0646\u0643\u0645 \u0623\u064a\u0636\u0627\u064b \u062a\u0642\u064a\u064a\u0645 \u0648\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u0645\u062b\u0644 \u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <a href=\"https:\/\/aws.amazon.com\/blogs\/aws\/amazon-bedrock-model-evaluation-is-now-generally-available\/\">\u0623\u062f\u0648\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u0646\u0645\u0627\u0630\u062c Amazon Bedrock<\/a>. <\/p>\n<p><u><br \/>\n  <strong>\u0627\u0628\u062f\u0623 \u0645\u0639 \u0646\u0645\u0648\u0630\u062c DeepSeek-V3.1 \u0641\u064a Amazon Bedrock<\/strong><br \/>\n<\/u><br \/>\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0646\u0645\u0648\u0630\u062c DeepSeek-V3.1 \u0641\u064a <a href=\"https:\/\/console.aws.amazon.com\/bedrock\/home?#\/text-generation-playground&amp;trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">\u0648\u062d\u062f\u0629 \u062a\u062d\u0643\u0645 Amazon Bedrock<\/a>\u060c \u0627\u062e\u062a\u0631 <strong>\u0627\u0644\u062f\u0631\u062f\u0634\u0629\/\u0627\u0644\u0646\u0635<\/strong> \u062a\u062d\u062a <strong>\u0633\u0627\u062d\u0627\u062a \u0627\u0644\u0644\u0639\u0628<\/strong> \u0641\u064a \u0644\u0648\u062d\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u064a\u0633\u0631\u0649. \u062b\u0645 \u0627\u062e\u062a\u0631 <strong>\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/strong> \u0641\u064a \u0627\u0644\u062c\u0632\u0621 \u0627\u0644\u0639\u0644\u0648\u064a \u0627\u0644\u0623\u064a\u0633\u0631\u060c \u0648\u0627\u062e\u062a\u0631 <strong>DeepSeek<\/strong> \u0643\u0641\u0626\u0629 \u0648<strong>DeepSeek-V3.1<\/strong> \u0643\u0646\u0645\u0648\u0630\u062c. \u062b\u0645 \u0627\u062e\u062a\u0631 <strong>\u062a\u0637\u0628\u064a\u0642<\/strong>.  <\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-99382 size-full\" style=\"border: solid 1px #ccc\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/09\/18\/2025-deepseek-v3.1-2-select-model-2.jpg\" alt=\"\" width=\"2458\" height=\"1378\"><\/p>\n<p>\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0648\u0630\u062c <strong>DeepSeek-V3.1<\/strong> \u0627\u0644\u0645\u062d\u062f\u062f\u060c \u0623\u0642\u0648\u0645 \u0628\u062a\u0634\u063a\u064a\u0644 \u0645\u062b\u0627\u0644 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0629 \u0627\u0644\u062a\u0627\u0644\u064a \u062d\u0648\u0644 \u0642\u0631\u0627\u0631 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629.<\/p>\n<p class=\"jss231\" data-pm-slice=\"1 1 []\"><code>Outline the high-level architecture for a scalable URL shortener service like bit.ly. Discuss key components like API design, database choice (SQL vs. NoSQL), how the redirect mechanism works, and how you would generate unique short codes.<\/code><\/p>\n<p>\u064a\u0645\u0643\u0646\u0643\u0645 \u062a\u0634\u063a\u064a\u0644 \u0648\u0625\u064a\u0642\u0627\u0641 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0639\u0646 \u0637\u0631\u064a\u0642 \u062a\u0628\u062f\u064a\u0644 \u0648\u0636\u0639 <strong>\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/strong> \u0644\u062a\u0648\u0644\u064a\u062f \u0633\u0644\u0633\u0644\u0629 \u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0642\u0628\u0644 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u0646\u0647\u0627\u0626\u064a.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-99303 size-full\" style=\"border: solid 1px #ccc\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/09\/15\/2025-deepseek-v3.1-3-chat-example.jpg\" alt=\"\" width=\"2456\" height=\"1350\"><\/p>\n<p>\u064a\u0645\u0643\u0646\u0643\u0645 \u0623\u064a\u0636\u0627\u064b \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <a href=\"https:\/\/aws.amazon.com\/cli\/?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">\u0648\u0627\u062c\u0647\u0629 \u0633\u0637\u0631 \u0623\u0648\u0627\u0645\u0631 AWS (AWS CLI)<\/a> \u0648<a href=\"https:\/\/aws.amazon.com\/developer\/tools\/?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">AWS SDK<\/a>. \u064a\u062f\u0639\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0643\u0644\u0627\u064b \u0645\u0646 <code>InvokeModel<\/code> \u0648<code>Converse<\/code> API. \u064a\u0645\u0643\u0646\u0643\u0645 \u0627\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 <a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/service_code_examples.html?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">\u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0643\u0648\u062f<\/a> \u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629.  <\/p>\n<p>\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u0632\u064a\u062f\u060c \u0642\u0648\u0645\u0648\u0627 \u0628\u0632\u064a\u0627\u0631\u0629 <a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/model-parameters-deepseek.html?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0646\u0645\u0648\u0630\u062c DeepSeek<\/a> \u0641\u064a \u0648\u062b\u0627\u0626\u0642 AWS.<\/p>\n<p><strong><br \/>\n  <u>\u0645\u062a\u0627\u062d \u0627\u0644\u0622\u0646<\/u><br \/>\n<\/strong><br \/>DeepSeek-V3.1 \u0645\u062a\u0627\u062d \u0627\u0644\u0622\u0646 \u0641\u064a \u0645\u0646\u0627\u0637\u0642 AWS \u0627\u0644\u063a\u0631\u0628 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a (\u0623\u0648\u0631\u064a\u063a\u0648\u0646) \u0648\u0622\u0633\u064a\u0627 \u0648\u0627\u0644\u0645\u062d\u064a\u0637 \u0627\u0644\u0647\u0627\u062f\u0626 (\u0637\u0648\u0643\u064a\u0648) \u0648\u0622\u0633\u064a\u0627 \u0648\u0627\u0644\u0645\u062d\u064a\u0637 \u0627\u0644\u0647\u0627\u062f\u0626 (\u0645\u0648\u0645\u0628\u0627\u064a) \u0648\u0623\u0648\u0631\u0648\u0628\u0627 (\u0644\u0646\u062f\u0646) \u0648\u0623\u0648\u0631\u0648\u0628\u0627 (\u0633\u062a\u0648\u0643\u0647\u0648\u0644\u0645). \u062a\u062d\u0642\u0642\u0648\u0627 \u0645\u0646 <a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/models-regions.html?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">\u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0643\u0627\u0645\u0644\u0629<\/a> \u0644\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629. \u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u0632\u064a\u062f\u060c \u0627\u0637\u0644\u0639\u0648\u0627 \u0639\u0644\u0649 <a href=\"https:\/\/aws.amazon.com\/bedrock\/deepseek?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">\u0635\u0641\u062d\u0629 \u0645\u0646\u062a\u062c DeepSeek \u0641\u064a Amazon Bedrock<\/a> \u0648<a href=\"https:\/\/aws.amazon.com\/bedrock\/pricing\/\">\u0635\u0641\u062d\u0629 \u0623\u0633\u0639\u0627\u0631 Amazon Bedrock<\/a>.  <\/p>\n<p>\u062c\u0631\u0628\u0648\u0627 \u0646\u0645\u0648\u0630\u062c DeepSeek-V3.1 \u0641\u064a <a href=\"https:\/\/console.aws.amazon.com\/bedrock?trk=769a1a2b-8c19-4976-9c45-b6b1226c7d20&amp;sc_channel=el\">\u0648\u062d\u062f\u0629 \u062a\u062d\u0643\u0645 Amazon Bedrock<\/a> \u0627\u0644\u064a\u0648\u0645 \u0648\u0623\u0631\u0633\u0644\u0648\u0627 \u0645\u0644\u0627\u062d\u0638\u0627\u062a\u0643\u0645 \u0625\u0644\u0649 <a href=\"https:\/\/repost.aws\/tags\/TAQeKlaPaNRQ2tWB6P7KrMag\/amazon-bedrock\">AWS re:Post \u0644\u0640 Amazon Bedrock<\/a> \u0623\u0648 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062c\u0647\u0627\u062a \u0627\u062a\u0635\u0627\u0644 \u062f\u0639\u0645 AWS \u0627\u0644\u0645\u0639\u062a\u0627\u062f\u0629.<\/p>\n<p>\u2014 <a href=\"https:\/\/linkedin.com\/in\/channy\/\">\u062a\u0634\u0627\u0646\u064a<\/a><\/p>\n<p><strong>\u062a\u0645 \u0627\u0644\u062a\u062d\u062f\u064a\u062b \u0641\u064a 19 \u0633\u0628\u062a\u0645\u0628\u0631 2025<\/strong> \u2014 \u062a\u0645 \u0625\u0632\u0627\u0644\u0629 \u0642\u0633\u0645 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c. \u0633\u062a\u0642\u0648\u0645 Amazon Bedrock \u0628\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u062c\u0645\u064a\u0639 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633 \u0628\u062f\u0648\u0646 \u062e\u0627\u062f\u0645\u060c \u0648\u0623\u064a \u0646\u0645\u0627\u0630\u062c \u062c\u062f\u064a\u062f\u0629\u060c \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0645\u0643\u064a\u0646\u0647\u0627 \u062a\u0644\u0642\u0627\u0626\u064a\u0627\u064b \u0644\u0643\u0644 \u062d\u0633\u0627\u0628 AWS\u060c \u0645\u0645\u0627 \u064a\u0644\u063a\u064a \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u0641\u0639\u064a\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u064a\u062f\u0648\u064a\u0627\u064b \u0645\u0646 \u062e\u0644\u0627\u0644 \u0648\u062d\u062f\u0629 \u062a\u062d\u0643\u0645 Bedrock. \u0633\u062a\u062a\u0645 \u0625\u0632\u0627\u0644\u0629 \u0635\u0641\u062d\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a 8 \u0623\u0643\u062a\u0648\u0628\u0631 2025. \u064a\u062d\u062a\u0641\u0638 \u0645\u062f\u064a\u0631\u0648 \u0627\u0644\u062d\u0633\u0627\u0628\u0627\u062a \u0628\u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0643\u0627\u0645\u0644 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u062e\u0644\u0627\u0644 <a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/security_iam_id-based-policy-examples.html\">\u0633\u064a\u0627\u0633\u0627\u062a AWS IAM<\/a> \u0648<a href=\"https:\/\/github.com\/aws-samples\/service-control-policy-examples\/\">\u0633\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u062e\u062f\u0645\u0629 (SCPs)<\/a> \u0644\u062a\u0642\u064a\u064a\u062f \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062d\u0633\u0628 \u0627\u0644\u062d\u0627\u062c\u0629.  <\/p>\n<p>       <!-- '\"` -->\n      <\/div>\n<p>[ad_2]<br \/>\n<br \/><a href=\"https:\/\/aws.amazon.com\/blogs\/aws\/deepseek-v3-1-now-available-in-amazon-bedrock\/\">\u0631\u0627\u0628\u0637 \u0627\u0644\u0645\u0635\u062f\u0631 <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>[ad_1] \u0641\u064a \u0634\u0647\u0631 \u0645\u0627\u0631\u0633\u060c \u0623\u0635\u0628\u062d\u062a \u062e\u062f\u0645\u0627\u062a \u0623\u0645\u0627\u0632\u0648\u0646 \u0648\u064a\u0628 (AWS) \u0623\u0648\u0644  [&#8230;]<\/p>\n","protected":false},"author":1,"featured_media":3545,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[207],"tags":[208,212,220,219,215],"class_list":["post-3544","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aws","tag-amazon","tag-bedrock","tag-deepseekv3-1","tag-219","tag-215"],"acf":[],"_links":{"self":[{"href":"https:\/\/algotery.com\/ar\/wp-json\/wp\/v2\/posts\/3544","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/algotery.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/algotery.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/algotery.com\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/algotery.com\/ar\/wp-json\/wp\/v2\/comments?post=3544"}],"version-history":[{"count":0,"href":"https:\/\/algotery.com\/ar\/wp-json\/wp\/v2\/posts\/3544\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/algotery.com\/ar\/wp-json\/wp\/v2\/media\/3545"}],"wp:attachment":[{"href":"https:\/\/algotery.com\/ar\/wp-json\/wp\/v2\/media?parent=3544"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/algotery.com\/ar\/wp-json\/wp\/v2\/categories?post=3544"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/algotery.com\/ar\/wp-json\/wp\/v2\/tags?post=3544"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}