{"id":2333,"date":"2025-12-08T10:00:41","date_gmt":"2025-12-08T06:30:41","guid":{"rendered":"https:\/\/kingmember.com\/?p=2333"},"modified":"2025-12-07T11:50:59","modified_gmt":"2025-12-07T08:20:59","slug":"aws-nova-forge-llm-tools","status":"publish","type":"post","link":"https:\/\/kingmember.com\/aws-nova-forge-llm-tools\/","title":{"rendered":"AWS \u0628\u0627 Nova Forge \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc LLM \u0628\u0631\u0627\u06cc \u0634\u0631\u06a9\u062a\u200c\u0647\u0627 \u067e\u06cc\u0634 \u0645\u06cc\u200c\u0631\u0648\u062f"},"content":{"rendered":"<p data-start=\"249\" data-end=\"592\">Amazon Web Services (AWS) \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0645\u0639\u0631\u0641\u06cc \u0633\u0631\u0648\u06cc\u0633 <strong data-start=\"296\" data-end=\"383\"><a class=\"decorated-link\" href=\"https:\/\/kingmember.com\/chatgpt-said-aws-nova-2-and-nova-forge-launch\/\" target=\"_new\" rel=\"noopener\" data-start=\"298\" data-end=\"381\">Nova Forge<\/a><\/strong>\u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u0628\u0631\u0627\u06cc \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0639\u0631\u0636\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0647 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0633\u0627\u0632\u0646\u062f \u0648 \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc \u06a9\u0646\u0646\u062f. AWS \u0642\u0635\u062f \u062f\u0627\u0631\u062f \u0628\u0627 \u0627\u06cc\u0646 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u062c\u0627\u06cc\u06af\u0627\u0647 \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 AI \u062a\u062b\u0628\u06cc\u062a \u06a9\u0646\u062f.<\/p><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_89 ez-toc-wrap-right counter-hierarchy ez-toc-counter-rtl ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u062a\u063a\u06cc\u06cc\u0631 \u0648\u0636\u0639\u06cc\u062a \u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #1e73be;color:#1e73be\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #1e73be;color:#1e73be\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/kingmember.com\/aws-nova-forge-llm-tools\/#%D9%82%D8%A7%D8%A8%D9%84%DB%8C%D8%AA_%D8%B3%D8%B1%D9%88%D8%B1%D9%84%D8%B3_SageMaker_%D9%88_%D8%AA%D8%AC%D8%B1%D8%A8%D9%87_%D8%B9%D8%A7%D9%85%D9%84%E2%80%8C%D9%85%D8%AD%D9%88%D8%B1\" >\u0642\u0627\u0628\u0644\u06cc\u062a \u0633\u0631\u0648\u0631\u0644\u0633 SageMaker \u0648 \u062a\u062c\u0631\u0628\u0647 \u0639\u0627\u0645\u0644\u200c\u0645\u062d\u0648\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/kingmember.com\/aws-nova-forge-llm-tools\/#%D9%82%D8%A7%D8%A8%D9%84%DB%8C%D8%AA_Reinforcement_Fine-Tuning_%D8%AF%D8%B1_Bedrock\" >\u0642\u0627\u0628\u0644\u06cc\u062a Reinforcement Fine-Tuning \u062f\u0631 Bedrock<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/kingmember.com\/aws-nova-forge-llm-tools\/#Nova_Forge_%D9%88_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%D9%85%D8%AF%D9%84%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%A7%D8%AE%D8%AA%D8%B5%D8%A7%D8%B5%DB%8C\" >Nova Forge \u0648 \u0627\u06cc\u062c\u0627\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/kingmember.com\/aws-nova-forge-llm-tools\/#%D9%88%D8%B6%D8%B9%DB%8C%D8%AA_%D8%A8%D8%A7%D8%B2%D8%A7%D8%B1_%D9%88_%D8%B1%D9%82%D8%A7%D8%A8%D8%AA\" >\u0648\u0636\u0639\u06cc\u062a \u0628\u0627\u0632\u0627\u0631 \u0648 \u0631\u0642\u0627\u0628\u062a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/kingmember.com\/aws-nova-forge-llm-tools\/#%D8%A2%DB%8C%D9%86%D8%AF%D9%87_AWS_%D8%AF%D8%B1_%D8%AD%D9%88%D8%B2%D9%87_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%B3%D8%A7%D8%B2%D9%85%D8%A7%D9%86%DB%8C\" >\u0622\u06cc\u0646\u062f\u0647 AWS \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u06cc<\/a><\/li><\/ul><\/nav><\/div>\n\n<p data-start=\"594\" data-end=\"832\">\u062f\u0631 \u06a9\u0646\u0641\u0631\u0627\u0646\u0633 \u0633\u0627\u0644\u0627\u0646\u0647 <strong data-start=\"612\" data-end=\"634\">AWS re:Invent 2025<\/strong>\u060c \u0627\u06cc\u0646 \u0634\u0631\u06a9\u062a \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u062f\u0631 <strong data-start=\"665\" data-end=\"683\">Amazon Bedrock<\/strong> \u0648 <strong data-start=\"686\" data-end=\"709\">Amazon SageMaker AI<\/strong> \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f. \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0628\u062f\u0648\u0646 \u0646\u06af\u0631\u0627\u0646\u06cc \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc\u060c \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0633\u0627\u0632\u0646\u062f \u0648 \u0628\u0647\u06cc\u0646\u0647 \u06a9\u0646\u0646\u062f.<\/p>\n<h2 data-start=\"839\" data-end=\"883\"><span class=\"ez-toc-section\" id=\"%D9%82%D8%A7%D8%A8%D9%84%DB%8C%D8%AA_%D8%B3%D8%B1%D9%88%D8%B1%D9%84%D8%B3_SageMaker_%D9%88_%D8%AA%D8%AC%D8%B1%D8%A8%D9%87_%D8%B9%D8%A7%D9%85%D9%84%E2%80%8C%D9%85%D8%AD%D9%88%D8%B1\"><\/span>\u0642\u0627\u0628\u0644\u06cc\u062a \u0633\u0631\u0648\u0631\u0644\u0633 SageMaker \u0648 \u062a\u062c\u0631\u0628\u0647 \u0639\u0627\u0645\u0644\u200c\u0645\u062d\u0648\u0631<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"885\" data-end=\"1121\">\u0642\u0627\u0628\u0644\u06cc\u062a <strong data-start=\"892\" data-end=\"926\">Serverless Model Customization<\/strong> \u062f\u0631 SageMaker \u0628\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u062f\u0648\u0646 \u0646\u06af\u0631\u0627\u0646\u06cc \u0627\u0632 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u200c\u0647\u0627 \u0645\u062f\u0644 \u0628\u0633\u0627\u0632\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0622\u0646\u060c \u062a\u062c\u0631\u0628\u0647 <strong data-start=\"1027\" data-end=\"1040\">Agent-Led<\/strong> \u0628\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u0627 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0645\u062f\u0644\u200c\u0647\u0627 \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u062f\u0647\u0646\u062f \u0648 \u0628\u0647\u06cc\u0646\u0647 \u06a9\u0646\u0646\u062f.<br \/>\n<img fetchpriority=\"high\" decoding=\"async\" class=\"size-full wp-image-2335 aligncenter\" src=\"https:\/\/kingmember.com\/wp-content\/smush-webp\/2025\/12\/\u06452.png.webp\" alt=\"\" width=\"1280\" height=\"720\" srcset=\"https:\/\/kingmember.com\/wp-content\/smush-webp\/2025\/12\/\u06452.png.webp 1280w, https:\/\/kingmember.com\/wp-content\/smush-webp\/2025\/12\/\u06452-768x432.png.webp 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p data-start=\"1123\" data-end=\"1179\">Ankur Mehrotra\u060c \u0645\u062f\u06cc\u0631 \u06a9\u0644 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc AI \u062f\u0631 AWS\u060c \u0645\u06cc\u200c\u06af\u0648\u06cc\u062f:<\/p>\n<blockquote data-start=\"1180\" data-end=\"1305\">\n<p data-start=\"1182\" data-end=\"1305\">\u00ab\u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc \u0645\u062f\u0644\u200c\u0647\u0627 \u0628\u0647 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0645\u062d\u0635\u0648\u0644\u0627\u062a\u0634\u0627\u0646 \u0628\u0627 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062e\u0627\u0635 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u0647\u0645\u062e\u0648\u0627\u0646\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u0648 \u0645\u0632\u06cc\u062a \u0631\u0642\u0627\u0628\u062a\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u062f.\u00bb<\/p>\n<\/blockquote>\n<h2 data-start=\"1312\" data-end=\"1358\"><span class=\"ez-toc-section\" id=\"%D9%82%D8%A7%D8%A8%D9%84%DB%8C%D8%AA_Reinforcement_Fine-Tuning_%D8%AF%D8%B1_Bedrock\"><\/span>\u0642\u0627\u0628\u0644\u06cc\u062a Reinforcement Fine-Tuning \u062f\u0631 Bedrock<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"1360\" data-end=\"1670\">AWS \u0642\u0627\u0628\u0644\u06cc\u062a <strong data-start=\"1371\" data-end=\"1400\">Reinforcement Fine-Tuning<\/strong> \u062f\u0631 Bedrock \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u067e\u0627\u062f\u0627\u0634 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u0646\u062f \u06cc\u0627 \u0627\u0632 \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u067e\u06cc\u0634\u200c\u062a\u0646\u0638\u06cc\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f. Bedrock \u0633\u067e\u0633 \u0641\u0631\u0627\u06cc\u0646\u062f \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc \u0645\u062f\u0644 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0647 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u062d\u062f\u0627\u0642\u0644 \u062f\u0627\u0646\u0634 \u0641\u0646\u06cc \u0628\u0633\u0627\u0632\u0646\u062f.<\/p>\n<h2 data-start=\"1677\" data-end=\"1714\"><span class=\"ez-toc-section\" id=\"Nova_Forge_%D9%88_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%D9%85%D8%AF%D9%84%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%A7%D8%AE%D8%AA%D8%B5%D8%A7%D8%B5%DB%8C\"><\/span>Nova Forge \u0648 \u0627\u06cc\u062c\u0627\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc<img decoding=\"async\" class=\"size-full wp-image-2336 aligncenter lazyload\" data-src=\"https:\/\/kingmember.com\/wp-content\/smush-webp\/2025\/12\/\u06453.png.webp\" alt=\"\" width=\"880\" height=\"528\" data-srcset=\"https:\/\/kingmember.com\/wp-content\/smush-webp\/2025\/12\/\u06453.png.webp 880w, https:\/\/kingmember.com\/wp-content\/smush-webp\/2025\/12\/\u06453-768x461.png.webp 768w\" data-sizes=\"(max-width: 880px) 100vw, 880px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 880px; --smush-placeholder-aspect-ratio: 880\/528;\" \/><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"1716\" data-end=\"1975\">\u0633\u0631\u0648\u06cc\u0633 <strong data-start=\"1722\" data-end=\"1736\">Nova Forge<\/strong> \u0628\u0647 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc Nova \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u0633\u0627\u0644\u0627\u0646\u0647 100 \u0647\u0632\u0627\u0631 \u062f\u0644\u0627\u0631 \u0628\u0633\u0627\u0632\u0646\u062f. \u0647\u062f\u0641 \u0627\u06cc\u0646 \u0633\u0631\u0648\u06cc\u0633\u060c \u0627\u0631\u0627\u0626\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0648 \u062e\u062f\u0645\u0627\u062a \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f \u0648 \u0628\u0627 \u0631\u0642\u0628\u0627 \u0645\u0627\u0646\u0646\u062f <strong data-start=\"1933\" data-end=\"1963\">Anthropic\u060c OpenAI \u0648 Gemini<\/strong> \u0631\u0642\u0627\u0628\u062a \u06a9\u0646\u0646\u062f.<\/p>\n<p data-start=\"1977\" data-end=\"2001\">Mehrotra \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u062f:<\/p>\n<blockquote data-start=\"2002\" data-end=\"2127\">\n<p data-start=\"2004\" data-end=\"2127\">\u00ab\u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0645\u06cc\u200c\u067e\u0631\u0633\u0646\u062f \u0627\u06af\u0631 \u0631\u0642\u06cc\u0628 \u0645\u0646 \u0628\u0647 \u0647\u0645\u0627\u0646 \u0645\u062f\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0645 \u062a\u0641\u0627\u0648\u062a \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u0645\u061f \u067e\u0627\u0633\u062e \u062f\u0631 \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u0633\u062a.\u00bb<\/p>\n<\/blockquote>\n<h2 data-start=\"2134\" data-end=\"2156\"><span class=\"ez-toc-section\" id=\"%D9%88%D8%B6%D8%B9%DB%8C%D8%AA_%D8%A8%D8%A7%D8%B2%D8%A7%D8%B1_%D9%88_%D8%B1%D9%82%D8%A7%D8%A8%D8%AA\"><\/span>\u0648\u0636\u0639\u06cc\u062a \u0628\u0627\u0632\u0627\u0631 \u0648 \u0631\u0642\u0627\u0628\u062a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"2158\" data-end=\"2435\">\u0628\u0627 \u0648\u062c\u0648\u062f \u0627\u0645\u06a9\u0627\u0646\u0627\u062a \u062c\u062f\u06cc\u062f\u060c AWS \u0647\u0646\u0648\u0632 \u0633\u0647\u0645 \u0632\u06cc\u0627\u062f\u06cc \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc AI \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0646\u062f\u0627\u0631\u062f. \u0646\u0638\u0631\u0633\u0646\u062c\u06cc Menlo Ventures \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc <strong data-start=\"2296\" data-end=\"2326\">Anthropic\u060c OpenAI \u0648 Gemini<\/strong> \u0631\u0627 \u062a\u0631\u062c\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. \u0627\u0645\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a Nova Forge \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f AWS \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u06af\u0632\u06cc\u0646\u0647 \u062c\u0630\u0627\u0628 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u0646\u062f.<\/p>\n<p data-start=\"2437\" data-end=\"2880\">\u0647\u0645\u0686\u0646\u06cc\u0646 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u062a\u0631 AI \u062a\u0648\u062c\u0647 \u06a9\u0646\u0646\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c <strong data-start=\"2503\" data-end=\"2603\"><a class=\"decorated-link\" href=\"https:\/\/kingmember.com\/chatgpt-boost-in-ecommerce-referral-impact\/\" target=\"_new\" rel=\"noopener\" data-start=\"2505\" data-end=\"2601\">ChatGPT \u062f\u0631 \u062a\u062c\u0627\u0631\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9<\/a><\/strong> \u062a\u0631\u0627\u0641\u06cc\u06a9 \u0648 \u0641\u0631\u0648\u0634 \u0622\u0646\u0644\u0627\u06cc\u0646 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 <strong data-start=\"2652\" data-end=\"2757\"><a class=\"decorated-link\" href=\"https:\/\/kingmember.com\/google-ai-search-integration\/\" target=\"_new\" rel=\"noopener\" data-start=\"2654\" data-end=\"2755\">\u06af\u0648\u06af\u0644 \u0648\u06cc\u0698\u06af\u06cc AI Mode \u0631\u0627 \u062f\u0631 \u062c\u0633\u062a\u062c\u0648 \u0627\u062f\u063a\u0627\u0645 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a<\/a><\/strong> \u062a\u0627 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u062a\u062c\u0631\u0628\u0647 \u062c\u0633\u062a\u062c\u0648\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u06a9\u0627\u0644\u0645\u0647\u200c\u0627\u06cc \u0627\u062f\u0627\u0645\u0647 \u062f\u0647\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0631\u0642\u0627\u0628\u062a \u0628\u06cc\u0646 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc AI \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a.<br \/>\n<img decoding=\"async\" class=\"size-full wp-image-2337 aligncenter lazyload\" data-src=\"https:\/\/kingmember.com\/wp-content\/smush-webp\/2025\/12\/\u06454-1.jpg.webp\" alt=\"\" width=\"1200\" height=\"630\" data-srcset=\"https:\/\/kingmember.com\/wp-content\/smush-webp\/2025\/12\/\u06454-1.jpg.webp 1200w, https:\/\/kingmember.com\/wp-content\/smush-webp\/2025\/12\/\u06454-1-768x403.jpg.webp 768w\" data-sizes=\"(max-width: 1200px) 100vw, 1200px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/630;\" \/><\/p>\n<h2 data-start=\"2887\" data-end=\"2926\"><span class=\"ez-toc-section\" id=\"%D8%A2%DB%8C%D9%86%D8%AF%D9%87_AWS_%D8%AF%D8%B1_%D8%AD%D9%88%D8%B2%D9%87_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%B3%D8%A7%D8%B2%D9%85%D8%A7%D9%86%DB%8C\"><\/span>\u0622\u06cc\u0646\u062f\u0647 AWS \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"2928\" data-end=\"3175\">AWS \u0628\u0627 \u0633\u0648\u062f \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc 11.4 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u062f\u0644\u0627\u0631\u06cc \u062e\u0648\u062f \u062f\u0631 \u0633\u0647\u200c\u0645\u0627\u0647\u0647 \u0633\u0648\u0645\u060c \u0645\u0648\u0642\u0639\u06cc\u062a \u062e\u0648\u0628\u06cc \u0628\u0631\u0627\u06cc \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647 AI \u062f\u0627\u0631\u062f. \u062d\u062a\u06cc \u0627\u06af\u0631 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0645\u0639\u0631\u0641\u06cc\u200c\u0634\u062f\u0647 \u0627\u0645\u0631\u0648\u0632 \u0628\u0647\u200c\u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u062a\u0648\u0633\u0637 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u0634\u0648\u062f\u060c AWS \u0641\u0636\u0627\u06cc \u06a9\u0627\u0641\u06cc \u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u062f\u0627\u0631\u062f.<\/p>\n<p data-start=\"3177\" data-end=\"3323\">Nova Forge \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f AWS \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062a\u062d\u0648\u0644 \u0628\u0632\u0631\u06af\u06cc \u062f\u0631 \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u0646\u062f \u0648 \u0646\u0642\u0634 AWS \u0631\u0627 \u062f\u0631 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 AI \u062a\u0642\u0648\u06cc\u062a \u0646\u0645\u0627\u06cc\u0646\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Amazon Web Services (AWS) \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0645\u0639\u0631\u0641\u06cc \u0633\u0631\u0648\u06cc\u0633 Nova Forge\u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u0628\u0631\u0627\u06cc \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0639\u0631\u0636\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0647 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0633\u0627\u0632\u0646\u062f \u0648 \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc \u06a9\u0646\u0646\u062f. AWS \u0642\u0635\u062f \u062f\u0627\u0631\u062f \u0628\u0627 \u0627\u06cc\u0646 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u062c\u0627\u06cc\u06af\u0627\u0647 \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 AI \u062a\u062b\u0628\u06cc\u062a \u06a9\u0646\u062f. \u062f\u0631 \u06a9\u0646\u0641\u0631\u0627\u0646\u0633 \u0633\u0627\u0644\u0627\u0646\u0647 AWS re:Invent 2025\u060c \u0627\u06cc\u0646 \u0634\u0631\u06a9\u062a [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":2334,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_daextam_enable_autolinks":"","footnotes":""},"categories":[1],"tags":[604,601,605],"class_list":["post-2333","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-mag","tag-aws","tag-nova-forge","tag-sagemaker"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.0 (Yoast SEO v28.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AWS \u0628\u0627 Nova Forge \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc LLM \u0628\u0631\u0627\u06cc \u0634\u0631\u06a9\u062a\u200c\u0647\u0627 \u067e\u06cc\u0634 \u0645\u06cc\u200c\u0631\u0648\u062f - 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