{"id":43646,"date":"2025-02-26T11:30:00","date_gmt":"2025-02-26T10:30:00","guid":{"rendered":"https:\/\/www.investglass.com\/?p=43646"},"modified":"2025-03-24T09:36:15","modified_gmt":"2025-03-24T08:36:15","slug":"%d8%a3%d9%81%d8%b6%d9%84-%d8%ad%d9%84-%d8%b9%d9%85%d9%8a%d9%84-%d9%84%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d9%84%d8%b9%d8%a7%d9%85-2025","status":"publish","type":"post","link":"https:\/\/www.investglass.com\/ar\/best-agentic-ai-solution-of-2025\/","title":{"rendered":"\u0623\u0641\u0636\u0644 \u062d\u0644 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0645\u064a\u0644 \u0644\u0639\u0627\u0645 2025"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u0647\u0644 \u062a\u0628\u062d\u062b \u0639\u0646 \u0623\u0641\u0636\u0644 \u062d\u0644 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0643\u064a\u0644\u064a \u0644\u062a\u062d\u0633\u064a\u0646 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\u064a\u062e\u062a\u0644\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644 \u0639\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0622\u062e\u0631<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-comparison-with-traditional-ai-and-generative-ai-models\">\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u062e\u062a\u0644\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644 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data-wpil-keyword-link=\"linked\" data-wpil-monitor-id=\"5001\">\u0627\u0644\u062a\u0633\u0648\u064a\u0642<\/a> \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0639\u0628\u0631 \u0644\u063a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0648\u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u062f\u0645\u062c \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u0625\u0634\u0631\u0627\u0643 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0628\u0634\u0643\u0644 \u0634\u062e\u0635\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0623\u0641\u0636\u0644 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644 \u0627\u0644\u062a\u064a \u062a\u062a\u0645\u064a\u0632 \u0628\u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0627\u0644\u0641\u0631\u064a\u062f\u0629:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0644\u062a\u0646\u0633\u064a\u0642 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0643\u0644\u0627\u0621: \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a AutoGen<\/li>\n\n\n\n<li>\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0623\u062a\u0645\u062a\u0629 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0633\u0644\u0633: \u0644\u0627\u0646\u063a\u062a\u0634\u064a\u0646<\/li>\n\n\n\n<li>\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629: \u0644\u0627\u0646\u062c\u063a\u0631\u0627\u0641<\/li>\n\n\n\n<li>\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0639\u0631\u064a\u0628: \u0648\u0643\u064a\u0644 \u0627\u0644\u062a\u0639\u0631\u064a\u0628 OneSky<\/li>\n\n\n\n<li>\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629: DeepSeek-R1<\/li>\n\n\n\n<li>\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a: \u0625\u0646\u0641\u0633\u062a \u062c\u0644\u0627\u0633<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0630\u0647 \u0627\u0644\u062d\u0644\u0648\u0644 \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0648\u062a\u062a\u0641\u0648\u0642 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a\u0647\u0627 \u0627\u0644\u062e\u0627\u0635\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u0635\u0648\u0644\u0627\u064b \u0644\u0627 \u062a\u0642\u062f\u0631 \u0628\u062b\u0645\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0642\u0648\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-microsoft-autogen-best-for-multi-agent-coordination\">\u0628\u0631\u0646\u0627\u0645\u062c Microsoft AutoGen - \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0644\u062a\u0646\u0633\u064a\u0642 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0643\u0644\u0627\u0621<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/12\/curated-lifestyle-Stt4sgjwke8-unsplash-1024x683.jpg\" alt=\"\" class=\"wp-image-43199\" srcset=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/12\/curated-lifestyle-Stt4sgjwke8-unsplash-1024x683.jpg 1024w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/12\/curated-lifestyle-Stt4sgjwke8-unsplash-300x200.jpg 300w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/12\/curated-lifestyle-Stt4sgjwke8-unsplash-768x512.jpg 768w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/12\/curated-lifestyle-Stt4sgjwke8-unsplash-1536x1024.jpg 1536w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/12\/curated-lifestyle-Stt4sgjwke8-unsplash.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0633\u0639\u0631:<\/strong> \u062a\u062e\u062a\u0644\u0641 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0634\u0631<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0627\u062a:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0642\u062f\u0631\u0627\u062a \u062a\u0646\u0633\u064a\u0642 \u0645\u0645\u062a\u0627\u0632\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621<\/li>\n\n\n\n<li>\u0639\u0645\u0644\u064a\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u062f\u0648\u0646 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u0623\u062f\u0627\u0621<\/li>\n\n\n\n<li>\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0641\u064a \u062c\u0645\u064a\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0633\u0644\u0628\u064a\u0627\u062a:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0645\u0639\u0642\u062f \u0648\u0627\u0644\u062a\u0643\u0648\u064a\u0646 \u0627\u0644\u0623\u0648\u0644\u064a<\/li>\n\n\n\n<li>\u0627\u0639\u062a\u0645\u0627\u062f \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0646\u0638\u0627\u0645 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u0627\u0644\u0628\u064a\u0626\u064a<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u062a\u0645\u064a\u0632 Microsoft AutoGen \u0628\u0642\u062f\u0631\u062a\u0647 \u0627\u0644\u062a\u064a \u0644\u0627 \u0645\u062b\u064a\u0644 \u0644\u0647\u0627 \u0639\u0644\u0649 \u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0628\u0641\u0639\u0627\u0644\u064a\u0629. \u064a\u0633\u0645\u062d AutoGen \u0644\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u062f\u0627\u062b \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629. \u0648\u062a\u062a\u0645\u062b\u0644 \u0625\u062d\u062f\u0649 \u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0641\u064a AutoGen \u0641\u064a \u0642\u0627\u0628\u0644\u064a\u062a\u0647 \u0644\u0644\u062a\u0648\u0633\u0639\u061b \u0641\u0645\u0639 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0637\u0644\u0628\u060c \u064a\u0645\u0643\u0646\u0647 \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u062f\u0648\u0646 \u0627\u0644\u0645\u0633\u0627\u0633 \u0628\u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u0627\u064b \u0642\u0648\u064a\u0627\u064b \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u062c\u0645\u064a\u0639 \u0627\u0644\u0623\u062d\u062c\u0627\u0645.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0639\u0645\u0644 \u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0633\u064a\u0642 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0641\u064a AutoGen \u0639\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0644\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0628\u0631 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0648\u0627\u0644\u062a\u0643\u0648\u064a\u0646 \u0627\u0644\u0623\u0648\u0644\u064a \u0645\u0639\u0642\u062f\u064b\u0627\u060c \u0648\u0647\u0646\u0627\u0643 \u0627\u0639\u062a\u0645\u0627\u062f \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0646\u0638\u0627\u0645 Microsoft \u0627\u0644\u0628\u064a\u0626\u064a. \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a\u060c \u0641\u0625\u0646 \u0642\u062f\u0631\u0629 AutoGen \u0639\u0644\u0649 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u062a\u062c\u0639\u0644\u0647\u0627 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0648\u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u064a\u0644\u064a \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u062a\u0642\u064a\u064a\u0645:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0633\u0639\u0631: 4\/5<\/li>\n\n\n\n<li>\u0627\u0644\u0623\u062f\u0627\u0621: 5\/5<\/li>\n\n\n\n<li>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645: 3\/5<\/li>\n\n\n\n<li>\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639: 5\/5<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langchain-best-for-seamless-intelligent-automation\">LangChain - \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0630\u0643\u064a \u0627\u0644\u0633\u0644\u0633<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0633\u0639\u0631:<\/strong> \u062a\u062e\u062a\u0644\u0641 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0634\u0631<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0627\u062a:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0644\u0645\u0647\u0627\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/li>\n\n\n\n<li>\u062a\u0643\u0627\u0645\u0644 \u0645\u0645\u062a\u0627\u0632 \u0645\u0639 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0635\u0627\u062a<\/li>\n\n\n\n<li>\u064a\u0628\u0633\u0651\u0637 \u0639\u0645\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u0646\u0645\u0627\u0630\u062c \u0644\u063a\u0648\u064a\u0629 \u0643\u0628\u064a\u0631\u0629\u060c \u0645\u0639 \u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0645\u064a\u0632\u0627\u062a\u0647 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0633\u0644\u0628\u064a\u0627\u062a:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0646\u062d\u0646\u0649 \u062a\u0639\u0644\u064a\u0645\u064a \u062d\u0627\u062f \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u062c\u062f\u062f<\/li>\n\n\n\n<li>\u064a\u062a\u0637\u0644\u0628 \u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0645\u0646\u062a\u0638\u0645\u0629 \u0644\u0645\u0648\u0627\u0643\u0628\u0629 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u062a\u0641\u0648\u0642 \u0623\u062f\u0627\u0629 LangChain \u0641\u064a \u062a\u0645\u0643\u064a\u0646 \u0623\u062a\u0645\u062a\u0629 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0633\u0644\u0627\u0633\u0629\u060c \u062e\u0627\u0635\u0629\u064b \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0645\u0647\u0627\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629. \u0648\u0647\u064a \u062a\u062f\u0639\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0645\u0647\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0644\u0644\u0634\u0631\u0643\u0627\u062a. \u062a\u062a\u0645\u062b\u0644 \u0625\u062d\u062f\u0649 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0628\u0627\u0631\u0632\u0629 \u0641\u064a LangChain \u0641\u064a \u0642\u062f\u0631\u062a\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0628\u0633\u0644\u0627\u0633\u0629 \u0645\u0639 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0635\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u0646\u0645\u0627\u0630\u062c \u0644\u063a\u0648\u064a\u0629 \u0643\u0628\u064a\u0631\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0646 \u0645\u0631\u0648\u0646\u0629 \u0645\u0646\u0635\u0629 LangChain \u0648\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062a\u064a \u062a\u062a\u0645\u062a\u0639 \u0628\u0647\u0627 \u062a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u0627\u064b \u0645\u0645\u062a\u0627\u0632\u0627\u064b \u0644\u0623\u062a\u0645\u062a\u0629 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u062e\u0637\u0648\u0627\u062a. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0642\u062f \u064a\u0648\u0627\u062c\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u062c\u062f\u062f \u0645\u0646\u062d\u0646\u0649 \u062a\u0639\u0644\u064a\u0645\u064a \u062d\u0627\u062f\u060c \u0648\u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0645\u0646\u0635\u0629 \u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0645\u0646\u062a\u0638\u0645\u0629 \u0644\u0645\u0648\u0627\u0643\u0628\u0629 \u0623\u062d\u062f\u062b \u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0648\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a\u060c \u0641\u0625\u0646 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062a\u064a \u062a\u062a\u0645\u062a\u0639 \u0628\u0647\u0627 \u0645\u0646\u0635\u0629 LangChain \u062a\u062c\u0639\u0644\u0647\u0627 \u0645\u064a\u0632\u0629 \u0642\u064a\u0651\u0645\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0627\u062a\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u062a\u0642\u064a\u064a\u0645:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0633\u0639\u0631: 4\/5<\/li>\n\n\n\n<li>\u0627\u0644\u0623\u062f\u0627\u0621: 5\/5<\/li>\n\n\n\n<li>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645: 3\/5<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 5\/5<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph-best-for-advanced-state-management\">\u0644\u0627\u0646\u062c\u063a\u0631\u0627\u0641 - \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0633\u0639\u0631:<\/strong> \u062a\u062e\u062a\u0644\u0641 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0634\u0631<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0627\u062a:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0628\u0646\u064a\u0629 \u0642\u0648\u064a\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a<\/li>\n\n\n\n<li>\u0641\u0648\u0627\u0626\u062f \u0643\u0628\u064a\u0631\u0629 \u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0627\u0644\u062f\u0648\u0631\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0623\u0648\u0642\u0627\u062a \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0648\u0643\u064a\u0644<\/li>\n\n\n\n<li>\u0645\u064a\u0632\u0627\u062a \u0644\u062a\u062d\u0645\u0644 \u0627\u0644\u0623\u0639\u0637\u0627\u0644\u060c \u0648\u0636\u0645\u0627\u0646 \u0627\u0633\u062a\u0645\u0631\u0627\u0631\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0648\u0638\u064a\u0641\u064a<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0633\u0644\u0628\u064a\u0627\u062a:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u062a\u0637\u0644\u0628 \u0645\u0639\u0631\u0641\u0629 \u0645\u062a\u062e\u0635\u0635\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0641\u0639\u0627\u0644<\/li>\n\n\n\n<li>\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0643\u062b\u064a\u0641\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0634\u062a\u0647\u0631 LangGraph \u0628\u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0627\u0644\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0630\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629. \u0628\u064f\u0646\u064a\u062a \u0644\u0627\u0646\u062c\u063a\u0631\u0627\u0641 \u0639\u0644\u0649 \u0628\u0646\u064a\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u060c \u0648\u0647\u064a \u0645\u0641\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f. \u062a\u0639\u0645\u0644 \u0642\u062f\u0631\u062a\u0647 \u0639\u0644\u0649 \u062f\u0639\u0645 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0627\u0644\u062f\u0648\u0631\u064a\u0629 \u0639\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u062a\u0637\u0648\u064a\u0631 \u0623\u0648\u0642\u0627\u062a \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u062d\u0644\u0648\u0644\u0627\u064b \u0642\u0648\u064a\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0646\u0637\u0642 \u0627\u0644\u0645\u062a\u0642\u062f\u0645. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u064a\u0634\u062a\u0645\u0644 LangGraph \u0639\u0644\u0649 \u0645\u064a\u0632\u0627\u062a \u062a\u062d\u0645\u0644 \u0627\u0644\u0623\u062e\u0637\u0627\u0621\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062d\u062a\u0649 \u0639\u0646\u062f \u062d\u062f\u0648\u062b \u0623\u062e\u0637\u0627\u0621.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u062c\u0639\u0644 \u0642\u062f\u0631\u0627\u062a LangGraph \u0627\u0644\u0645\u0646\u0637\u0642\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u0642\u062f\u0631\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0627\u0644\u0629 \u0645\u0646 LangGraph \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u062a\u0645\u064a\u0632\u064b\u0627 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0645\u0639\u0642\u062f\u0629 \u0630\u0627\u062a \u062d\u0627\u0644\u0629 \u0645\u0639\u0642\u062f\u0629. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0625\u0646\u0647 \u064a\u062a\u0637\u0644\u0628 \u0645\u0639\u0631\u0641\u0629 \u0645\u062a\u062e\u0635\u0635\u0629 \u0644\u062a\u0646\u0641\u064a\u0630\u0647 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0648\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0643\u062b\u064a\u0641 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642. \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a\u060c \u0641\u0625\u0646 \u0628\u0646\u064a\u0629 LangGraph \u0627\u0644\u0641\u0631\u064a\u062f\u0629 \u0645\u0646 \u0646\u0648\u0639\u0647\u0627 \u0648\u0642\u062f\u0631\u062a\u0647\u0627 \u0639\u0644\u0649 \u062a\u062d\u0645\u0644 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u062a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629 \u0644\u0627 \u062a\u0642\u062f\u0631 \u0628\u062b\u0645\u0646 \u0644\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0625\u062f\u0627\u0631\u0629 \u062d\u0627\u0644\u0629 \u0645\u062a\u0642\u062f\u0645\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u062a\u0642\u064a\u064a\u0645:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0633\u0639\u0631: 4\/5<\/li>\n\n\n\n<li>\u0627\u0644\u0623\u062f\u0627\u0621: 5\/5<\/li>\n\n\n\n<li>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645: 3\/5<\/li>\n\n\n\n<li>\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639: 4\/5<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-onesky-localization-agent-best-for-localization-efficiency\">\u0648\u0643\u064a\u0644 \u0627\u0644\u062a\u0639\u0631\u064a\u0628 OneSky - \u0627\u0644\u0623\u0641\u0636\u0644 \u0641\u064a \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0639\u0631\u064a\u0628<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0633\u0639\u0631:<\/strong> \u062a\u062e\u062a\u0644\u0641 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0634\u0631<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0627\u062a:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u0639\u0632\u0632 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0648\u0637\u064a\u0646 \u0648\u062f\u0642\u062a\u0647<\/li>\n\n\n\n<li>\u064a\u062d\u0633\u0651\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0628\u0646\u0649 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0639\u0648\u0627\u0645\u0644<\/li>\n\n\n\n<li>\u062a\u0643\u064a\u064a\u0641 \u0623\u0633\u0631\u0639 \u0644\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u062a\u0633\u0648\u064a\u0642\u064a\u0629 \u0645\u0639 \u0641\u062a\u0631\u0627\u062a \u0632\u0645\u0646\u064a\u0629 \u0623\u0642\u0635\u0631 \u0644\u062a\u062c\u0647\u064a\u0632\u0647\u0627<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0633\u0644\u0628\u064a\u0627\u062a:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0623\u0648\u0644\u064a \u0645\u0639\u0642\u062f\u0627\u064b<\/li>\n\n\n\n<li>\u0627\u0639\u062a\u0645\u0627\u062f \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0623\u0637\u0631 \u062a\u0648\u0637\u064a\u0646 \u0645\u062d\u062f\u062f\u0629<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0645 \u062a\u0635\u0645\u064a\u0645 OneSky Localization Agent \u0644\u062a\u0639\u0632\u064a\u0632 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0648\u0637\u064a\u0646 \u0648\u062f\u0642\u062a\u0647\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0646\u062a\u0634\u0627\u0631\u0647\u0627 \u0627\u0644\u0639\u0627\u0644\u0645\u064a. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0628\u0646\u0649 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0648\u0628\u0646\u064a\u0629 LLM \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u064a\u0639\u0645\u0644 OneSky \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062f\u0642\u0629 \u0648\u0643\u0641\u0627\u0621\u0629 \u062c\u0647\u0648\u062f \u0627\u0644\u062a\u0648\u0637\u064a\u0646. \u0648\u064a\u0624\u062f\u064a \u0630\u0644\u0643 \u0625\u0644\u0649 \u062a\u0643\u064a\u064a\u0641 \u0623\u0633\u0631\u0639 \u0644\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u062a\u0633\u0648\u064a\u0642\u064a\u0629 \u0648\u0623\u0648\u0642\u0627\u062a \u062a\u0633\u0644\u064a\u0645 \u0623\u0642\u0635\u0631\u060c \u0645\u0645\u0627 \u064a\u0637\u0644\u0642 \u0627\u0644\u0639\u0646\u0627\u0646 \u0644\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0633\u0648\u0627\u0642 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0639\u0645\u0644 \u062a\u0639\u0627\u0648\u0646 OneSky \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0637\u064a\u0646 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0623\u062f\u0627\u0629 \u0642\u064a\u0645\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0623\u0648\u0644\u064a \u0645\u0639\u0642\u062f\u0627\u064b\u060c \u0648\u0647\u0646\u0627\u0643 \u0627\u0639\u062a\u0645\u0627\u062f \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0623\u0637\u0631 \u062a\u0648\u0637\u064a\u0646 \u0645\u062d\u062f\u062f\u0629. \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a\u060c \u0641\u0625\u0646 \u0642\u062f\u0631\u0629 OneSky \u0639\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u0627\u0644\u062f\u0642\u0629 \u0641\u064a \u062c\u0647\u0648\u062f \u0627\u0644\u062a\u0648\u0637\u064a\u0646 \u062a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u0647\u062f\u0641 \u0627\u0644\u0623\u0633\u0648\u0627\u0642 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u062a\u0642\u064a\u064a\u0645:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0633\u0639\u0631: 4\/5<\/li>\n\n\n\n<li>\u0627\u0644\u0623\u062f\u0627\u0621: 5\/5<\/li>\n\n\n\n<li>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645: 3\/5<\/li>\n\n\n\n<li>\u0627\u0644\u0643\u0641\u0627\u0621\u0629: 5\/5<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-deepseek-r1-best-for-complex-task-performance\">DeepSeek-R1 - \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0633\u0639\u0631:<\/strong> \u062a\u062e\u062a\u0644\u0641 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0634\u0631<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0627\u062a:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0639\u0632\u064a\u0632 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0646\u0637\u0642\u064a \u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0641\u0639\u0651\u0627\u0644 \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Amazon SageMaker<\/li>\n\n\n\n<li>\u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0633\u0631\u064a\u0639 \u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u062c\u062f\u064a\u062f\u0629<\/li>\n\n\n\n<li>\u062a\u062f\u0627\u0628\u064a\u0631 \u0642\u0648\u064a\u0629 \u0644\u0623\u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0633\u0644\u0628\u064a\u0627\u062a:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0643\u062b\u064a\u0641\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0644\u0645\u0648\u0627\u0631\u062f\u060c \u0648\u062a\u062a\u0637\u0644\u0628 \u0642\u062f\u0631\u0629 \u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0643\u0628\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0642\u062f \u062a\u0648\u0627\u062c\u0647 \u062a\u062d\u062f\u064a\u0627\u062a \u062d\u0633\u0627\u0628\u064a\u0629<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u064f\u0639\u0631\u0641 DeepSeek-R1 \u0628\u0642\u062f\u0631\u0627\u062a\u0647 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0627\u0644\u062d\u0644 \u0627\u0644\u0623\u0645\u062b\u0644 \u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629. \u0648\u0628\u0641\u0636\u0644 \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0641\u0639\u0651\u0627\u0644\u0629 \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Amazon SageMaker\u060c \u064a\u0639\u0645\u0644 DeepSeek-R1 \u0639\u0644\u0649 \u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0646\u0634\u0631 \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 \u062c\u062f\u064a\u062f\u0629 \u0641\u064a \u0623\u0642\u0644 \u0645\u0646 10 \u062f\u0642\u0627\u0626\u0642. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0641\u0647\u0648 \u064a\u062a\u0636\u0645\u0646 \u062a\u062f\u0627\u0628\u064a\u0631 \u0642\u0648\u064a\u0629 \u0644\u0623\u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0646 \u0642\u062f\u0631\u0629 \u0628\u0631\u0646\u0627\u0645\u062c DeepSeek-R1 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0628\u0643\u0641\u0627\u0621\u0629 \u062a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u0627\u064b \u0645\u062a\u0645\u064a\u0632\u0627\u064b \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0639\u0645\u0644\u064a\u0627\u062a \u0645\u0639\u0642\u062f\u0629 \u0644\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0637\u0628\u064a\u0639\u062a\u0647 \u0643\u062b\u064a\u0641\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0644\u0645\u0648\u0627\u0631\u062f \u062a\u062a\u0637\u0644\u0628 \u0642\u0648\u0629 \u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0643\u0628\u064a\u0631\u0629\u060c \u0648\u0642\u062f \u064a\u0648\u0627\u062c\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u062a\u062d\u062f\u064a\u0627\u062a \u062d\u0633\u0627\u0628\u064a\u0629. \u0648\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0639\u0648\u0627\u0626\u0642\u060c \u0641\u0625\u0646 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u062a\u064a \u064a\u062a\u0645\u062a\u0639 \u0628\u0647\u0627 DeepSeek-R1 \u0648\u0642\u062f\u0631\u062a\u0647 \u0639\u0644\u0649 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629 \u0648\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0646\u0634\u0631 \u062a\u062c\u0639\u0644\u0647 \u0645\u0646\u0627\u0641\u0633\u0627\u064b \u0645\u062a\u0645\u064a\u0632\u0627\u064b \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u062a\u0642\u064a\u064a\u0645:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0633\u0639\u0631: 4\/5<\/li>\n\n\n\n<li>\u0627\u0644\u0623\u062f\u0627\u0621: 5\/5<\/li>\n\n\n\n<li>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645: 4\/5<\/li>\n\n\n\n<li>\u0627\u0644\u0643\u0641\u0627\u0621\u0629: 4\/5<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-investglass\">\u0625\u0646\u0641\u0633\u062a \u062c\u0644\u0627\u0633<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0633\u0639\u0631:<\/strong> \u062a\u062e\u062a\u0644\u0641 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0634\u0631<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0627\u062a:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0646\u0635\u0629 \u0625\u062f\u0627\u0631\u0629 \u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062a\u0643\u0627\u0645\u0644\u0629 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\u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064a\u0629<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0633\u0644\u0628\u064a\u0627\u062a:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0642\u062f \u064a\u0633\u062a\u063a\u0631\u0642 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0623\u0648\u0644\u064a \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u0642\u062a\u0627\u064b \u0637\u0648\u064a\u0644\u0627\u064b<\/li>\n\n\n\n<li>\u0642\u062f \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062f\u0639\u0645 \u0648\u0635\u064a\u0627\u0646\u0629 \u0645\u0633\u062a\u0645\u0631\u0629<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0642\u062f\u0645 InvestGlass \u0645\u0646\u0635\u0629 \u0634\u0627\u0645\u0644\u0629 \u0645\u062a\u0643\u0627\u0645\u0644\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0648\u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0644\u062a\u0639\u0632\u064a\u0632 \u0646\u0645\u0648 \u0627\u0644\u0623\u0639\u0645\u0627\u0644. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u0633\u0644\u0633 \u0628\u064a\u0646 \u0627\u0644\u0628\u0634\u0631 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062a\u0639\u0645\u0644 \u0645\u0646\u0635\u0629 InvestGlass \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629. \u062a\u0634\u062a\u0645\u0644 \u0627\u0644\u0645\u0646\u0635\u0629 \u0639\u0644\u0649 \u0645\u064a\u0632\u0627\u062a \u0644\u0644\u062a\u0623\u0647\u064a\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062d\u0641\u0638\u0629 \u0648\u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0644\u0631\u0633\u0627\u0626\u0644 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0627\u0645\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0646 \u0642\u062f\u0631\u0629 InvestGlass \u0639\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0634\u0627\u0645\u0644\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u062a\u062c\u0639\u0644\u0647\u0627 \u0645\u0646 \u0627\u0644\u0623\u0635\u0648\u0644 \u0627\u0644\u0642\u064a\u0651\u0645\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0642\u062f \u062a\u0633\u062a\u063a\u0631\u0642 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0648\u0642\u062a\u064b\u0627 \u0637\u0648\u064a\u0644\u0627\u064b\u060c \u0648\u0642\u062f \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u0623\u0645\u0631 \u062f\u0639\u0645\u064b\u0627 \u0648\u0635\u064a\u0627\u0646\u0629 \u0645\u0633\u062a\u0645\u0631\u0629. \u0648\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a\u060c \u0641\u0625\u0646 \u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062a\u0643\u0627\u0645\u0644\u0629 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a InvestGlass \u062a\u062c\u0639\u0644\u0647\u0627 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0627\u062a\u0647\u0627.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u062a\u0642\u064a\u064a\u0645:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0633\u0639\u0631: 4\/5<\/li>\n\n\n\n<li>\u0627\u0644\u0623\u062f\u0627\u0621: 5\/5<\/li>\n\n\n\n<li>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645: 4\/5<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0643\u0627\u0645\u0644: 4\/5<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-building-agentic-ai-solutions\">\u0628\u0646\u0627\u0621 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-simplified-llm-hosting-on-sagemaker-ai\">\u0627\u0633\u062a\u0636\u0627\u0641\u0629 LLM \u0627\u0644\u0645\u0628\u0633\u0637\u0629 \u0639\u0644\u0649 SageMaker AI<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u062a\u0637\u0644\u0628 \u0628\u0646\u0627\u0621 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0643\u064a\u0644\u064a \u0645\u0632\u064a\u062c\u0627\u064b \u0645\u0646 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u062a\u062a\u0645\u062b\u0644 \u0625\u062d\u062f\u0649 \u0627\u0644\u0637\u0631\u0642 \u0644\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u0628\u0646\u0627\u0621 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u064a\u0644 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646\u0635\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u062b\u0644 SageMaker AI\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0644\u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u062f\u0631\u064a\u0628\u0647\u0627 \u0648\u0646\u0634\u0631\u0647\u0627.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u064a\u0648\u0641\u0631 SageMaker AI \u0639\u062f\u062f\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0644\u0628\u0646\u0627\u0621 \u062d\u0644\u0648\u0644 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0643\u064a\u0644\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0633\u062a\u0636\u0627\u0641\u0629 LLM \u0645\u0628\u0633\u0637\u0629<\/strong>: \u064a\u0648\u0641\u0631 SageMaker AI \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0628\u0646\u064a\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0648\u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0646\u0634\u0631\u0647\u0627 \u0648\u062f\u0645\u062c\u0647\u0627 \u0628\u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644. \u0648\u0647\u0630\u0627 \u064a\u0628\u0633\u0637 \u0639\u0645\u0644\u064a\u0629 \u0628\u0646\u0627\u0621 \u0648\u0646\u0634\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629.<\/li>\n\n\n\n<li><strong>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629<\/strong>: \u064a\u0648\u0641\u0631 SageMaker AI \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u0628\u0646\u0627\u0621 \u0648\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644. \u062a\u062a\u064a\u062d \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0623\u0646\u0638\u0645\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0630\u0643\u064a\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0643\u064a\u0641.<\/li>\n\n\n\n<li><strong>\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639<\/strong>: \u064a\u0648\u0641\u0631 SageMaker AI \u0645\u0646\u0635\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0644\u0628\u0646\u0627\u0621 \u0648\u0646\u0634\u0631 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u064a\u0644\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0643\u0645\u064a\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631. \u062a\u0636\u0645\u0646 \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639 \u0647\u0630\u0647 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0646\u0645\u0648 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u064a\u0644 \u0648\u0627\u0644\u062a\u0643\u064a\u0641 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0634\u0631\u0643\u0627\u062a.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0623\u0645\u0646<\/strong>: \u064a\u0648\u0641\u0631 SageMaker AI \u0645\u0646\u0635\u0629 \u0622\u0645\u0646\u0629 \u0644\u0628\u0646\u0627\u0621 \u0648\u0646\u0634\u0631 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u064a\u0644\u060c \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u062a\u062d\u0643\u0645 \u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062d\u0633\u0627\u0633\u0629. \u0648\u0647\u0630\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u064a\u0645\u0643\u0646\u0647\u0627 \u0623\u0646 \u062a\u062b\u0642 \u0641\u064a \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0628\u0623\u0645\u0627\u0646.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u062a\u062a\u0636\u0645\u0646 \u0628\u0639\u0636 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644 SageMaker AI \u0644\u0628\u0646\u0627\u0621 \u062d\u0644\u0648\u0644 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0643\u064a\u0644\u064a \u0645\u0627 \u064a\u0644\u064a:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0631\u0633\u0627\u0626\u0644 LLM \u0627\u0644\u0645\u0628\u0646\u064a\u0629 \u0645\u0633\u0628\u0642\u0627\u064b<\/strong>: \u064a\u0642\u062f\u0645 SageMaker \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0628\u0646\u064a\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0648\u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0646\u0634\u0631\u0647\u0627 \u0648\u062f\u0645\u062c\u0647\u0627 \u0628\u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644 \u0645\u0645\u0627 \u064a\u0628\u0633\u0637 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631.<\/li>\n\n\n\n<li><strong>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629<\/strong>: \u064a\u0648\u0641\u0631 SageMaker AI \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u0628\u0646\u0627\u0621 \u0648\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u064a\u0644\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0625\u0646\u0634\u0627\u0621 \u0623\u0646\u0638\u0645\u0629 \u0630\u0643\u064a\u0629 \u0644\u0644\u063a\u0627\u064a\u0629.<\/li>\n\n\n\n<li><strong>AutoML<\/strong>: \u064a\u0634\u062a\u0645\u0644 SageMaker AI \u0639\u0644\u0649 \u0645\u064a\u0632\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0622\u0644\u064a (AutoML) \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u0628\u0646\u0627\u0621 \u0648\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062e\u0628\u0631\u0629 \u0648\u0627\u0633\u0639\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0648\u0647\u0630\u0627 \u064a\u0633\u0647\u0644 \u0639\u0644\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629.<\/li>\n\n\n\n<li><strong>\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/strong>: \u064a\u0648\u0641\u0631 SageMaker AI \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0645\u064a\u0632\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u062a\u062a\u0628\u0639 \u0623\u062f\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644 \u0648\u062a\u062d\u062f\u064a\u062f \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u062d\u0633\u064a\u0646. \u0648\u0647\u0630\u0627 \u064a\u0636\u0645\u0646 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0623\u062f\u0627\u0621 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0623\u0641\u0636\u0644 \u062d\u0627\u0644\u0627\u062a\u0647\u0627.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631\u0647\u0627 SageMaker AI\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u0628\u0646\u0627\u0621 \u0648\u0646\u0634\u0631 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u064a\u0644\u0629\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0646\u0647\u0627 \u0645\u0646 \u062a\u0633\u062e\u064a\u0631 \u0642\u0648\u0629 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u062f\u0641\u0639 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-benefits-of-agentic-ai\">\u0641\u0648\u0627\u0626\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0648\u0641\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u0627\u0644\u0633\u0631\u0639\u0629 \u0648\u0642\u062f\u0631\u0627\u062a \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-efficiency-and-speed\">\u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u0627\u0644\u0633\u0631\u0639\u0629<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644 \u0639\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u062a\u0645\u062a\u0629 \u062c\u0648\u0627\u0646\u0628 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644. \u064a\u0645\u0643\u0646 \u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0643\u0645\u064a\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0628\u0623\u0642\u0644 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u0628\u0634\u0631\u064a\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0641\u0648\u0631\u064a\u0629 \u0639\u0644\u0649 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646 \u0644\u0634\u0631\u0643\u0629 \u0627\u0644\u0628\u064a\u0639 \u0628\u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0623\u0646 \u062a\u0639\u0627\u0644\u062c \u0645\u0631\u062a\u062c\u0639\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0641\u064a \u062b\u0648\u0627\u0646\u064d. \u064a\u0645\u0643\u0646 \u0644\u0644\u0639\u0645\u064a\u0644 \u0627\u0644\u0630\u064a \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0631\u062c\u0627\u0639 \u0623\u062d\u062f \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0623\u0646 \u064a\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0627\u0644\u0630\u064a \u064a\u062a\u0639\u0627\u0645\u0644 \u0628\u0633\u0631\u0639\u0629 \u0645\u0639 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0625\u0631\u062c\u0627\u0639\u060c \u0623\u0648 \u064a\u0642\u062a\u0631\u062d \u0645\u0646\u062a\u062c\u0627\u062a \u0628\u062f\u064a\u0644\u0629\u060c \u0623\u0648 \u064a\u0642\u062f\u0645 \u062e\u0635\u0645\u064b\u0627 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0625\u0632\u0639\u0627\u062c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Moreover, agentic AI can help organizations achieve substantial cost savings up to 75% in translation and management expenses by adopting a multi-agent approach. This is particularly beneficial for industries such as customer service and IT operations, where precise understanding of user requests is critical.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u064a\u0648\u0641\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644 \u062d\u0644\u0627\u064b \u0642\u0627\u0628\u0644\u0627\u064b \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0645\u062a\u0632\u0627\u064a\u062f\u0629 \u062f\u0648\u0646 \u0627\u0644\u0645\u0633\u0627\u0633 \u0628\u0627\u0644\u062c\u0648\u062f\u0629. \u0645\u0639 \u0646\u0645\u0648 \u0627\u0644\u0634\u0631\u0643\u0627\u062a\u060c \u062a\u062a\u0648\u0633\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u062a\u0648\u0637\u064a\u0646 \u0644\u062f\u064a\u0647\u0627\u060c \u0648\u064a\u0645\u0643\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u064a\u0644 \u0623\u062a\u0645\u062a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0648\u0627\u0644\u062a\u063a\u0644\u064a\u0641 \u0628\u0644\u063a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u0644\u063a\u064a \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0641\u0631\u0642 \u062a\u0631\u062c\u0645\u0629 \u0636\u062e\u0645\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0634\u0643\u0644 \u0639\u0627\u0645\u060c \u064a\u064f\u062d\u062f\u062b \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644 \u062b\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u0641\u064a\u0631 \u062d\u0644\u0648\u0644 \u062a\u062d\u0648\u064a\u0644\u064a\u0629 \u062a\u0639\u0632\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u064a\u0641. \u062a\u062a\u0646\u0648\u0639 \u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647 \u0648\u062a\u062a\u0639\u062f\u062f \u0641\u0648\u0627\u0626\u062f\u0647\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0623\u062f\u0627\u0629 \u0644\u0627 \u063a\u0646\u0649 \u0639\u0646\u0647\u0627 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u0639\u0649 \u0625\u0644\u0649 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0642\u062f\u0631\u062a\u0647\u0627 \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0641\u064a \u0645\u0634\u0647\u062f \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0633\u0631\u064a\u0639 \u0627\u0644\u064a\u0648\u0645.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-choosing-the-best-agentic-ai-solution\">\u0627\u062e\u062a\u064a\u0627\u0631 \u0623\u0641\u0636\u0644 \u062d\u0644 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full alignnone\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/02\/Choosing-Agentic-AI-Solution.png\" alt=\"\u0627\u062e\u062a\u064a\u0627\u0631 \u062d\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644\" class=\"wp-image-44249\" srcset=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/02\/Choosing-Agentic-AI-Solution.png 1024w, https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/02\/Choosing-Agentic-AI-Solution-300x225.png 300w, https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/02\/Choosing-Agentic-AI-Solution-768x576.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u0627\u062e\u062a\u064a\u0627\u0631 \u062d\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0644<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u064a\u0646\u0637\u0648\u064a \u0627\u062e\u062a\u064a\u0627\u0631 \u0623\u0641\u0636\u0644 \u062d\u0644 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0643\u064a\u0644\u064a \u0644\u0634\u0631\u0643\u062a\u0643 \u0639\u0644\u0649 \u0645\u0631\u0627\u0639\u0627\u0629 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644 \u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0639\u0645\u0644 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u062d\u0633\u0651\u0646\u0629\u060c \u0627\u0644\u062a\u064a \u062a\u062a\u062c\u0633\u062f \u0641\u064a DeepSeek-R1\u060c \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0645\u0639\u0642\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0638\u0647\u0631 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629.<\/li>\n\n\n\n<li>\u064a\u064f\u0639\u062f \u0646\u0638\u0627\u0645 Microsoft AutoGen \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062a\u0646\u0633\u064a\u0642\u064b\u0627 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0639\u0648\u0627\u0645\u0644\u060c \u062d\u064a\u062b \u0625\u0646\u0647 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u062a\u062f\u062e\u0644 \u0627\u0644\u0628\u0634\u0631\u064a \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0648\u062a\u064a\u0646\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629. \u0648\u062a\u0633\u0645\u062d \u0647\u0630\u0647 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0628\u0627\u0644\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644\u060c \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0628\u0623\u0642\u0644 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u062a\u062f\u062e\u0644 \u0627\u0644\u0628\u0634\u0631\u064a\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u0628\u0634\u0631\u064a \u0639\u0644\u0649 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a.<\/li>\n\n\n\n<li>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0623\u062d\u062c\u0627\u0645 \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a\u060c \u0641\u0625\u0646 LangGraph \u0647\u0648 \u062e\u064a\u0627\u0631 \u0645\u0645\u062a\u0627\u0632. \u0642\u062f\u0631\u062a\u0647 \u0639\u0644\u0649 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0630\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u062a\u062c\u0639\u0644\u0647 \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f.<\/li>\n\n\n\n<li>\u062a\u0642\u062f\u0645 \u0634\u0631\u0643\u0629 InvestGlass \u0645\u0646\u0635\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u062a\u0639\u0632\u0632 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0648\u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-summary\">\u0627\u0644\u0645\u0644\u062e\u0635<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0628\u0627\u062e\u062a\u0635\u0627\u0631\u060c \u062a\u0642\u062f\u0645 \u0623\u0641\u0636\u0644 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0643\u064a\u0644 \u0644\u0639\u0627\u0645 2025 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629 \u0644\u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a. \u064a\u062a\u0645\u064a\u0632 Microsoft AutoGen \u0628\u062a\u0646\u0633\u064a\u0642\u0647 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u062a\u0641\u0648\u0642 LangChain \u0641\u064a \u0623\u062a\u0645\u062a\u0629 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0633\u0644\u0627\u0633\u0629. \u0643\u0645\u0627 \u0623\u0646 \u0642\u062f\u0631\u0627\u062a LangGraph \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0627\u0644\u0629 \u0641\u064a LangGraph \u0648\u0643\u0641\u0627\u0621\u0629 \u0648\u0643\u064a\u0644 \u0627\u0644\u062a\u0639\u0631\u064a\u0628 OneSky \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u064a\u0628 \u062a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0648\u0627\u062a \u0644\u0627 \u062a\u0642\u062f\u0631 \u0628\u062b\u0645\u0646 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062d\u062f\u062f\u0629. \u0648\u064a\u064f\u0639\u062f DeepSeek-R1 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0639\u0632\u0632 \u0628\u0631\u0646\u0627\u0645\u062c InvestGlass \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0646\u0635\u0629 \u0625\u062f\u0627\u0631\u0629 \u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0634\u0627\u0645\u0644\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u064f\u0638\u0647\u0650\u0631 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u0630\u0647 \u0642\u0648\u0629 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a \u0641\u064a \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a \u0644\u062f\u0641\u0639 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u062a\u062d\u0642\u064a\u0642 \u0623\u0647\u062f\u0627\u0641 \u0639\u0645\u0644\u0643.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-frequently-asked-questions\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-is-the-main-advantage-of-using-microsoft-autogen\">\u0645\u0627 \u0647\u064a \u0627\u0644\u0645\u064a\u0632\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Microsoft AutoGen\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u062a\u062a\u0645\u062b\u0644 \u0627\u0644\u0645\u064a\u0632\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Microsoft AutoGen \u0641\u064a \u0642\u062f\u0631\u062a\u0647 \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u0641\u0639\u0627\u0644 \u0628\u064a\u0646 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u064a\u0646\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u062d\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u062f\u0627\u062b \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-does-langchain-simplify-ai-workflow-automation\">\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 LangChain \u0639\u0644\u0649 \u062a\u0628\u0633\u064a\u0637 \u0623\u062a\u0645\u062a\u0629 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0639\u0645\u0644 LangChain \u0639\u0644\u0649 \u062a\u0628\u0633\u064a\u0637 \u0623\u062a\u0645\u062a\u0629 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0628\u0633\u064a\u0637 \u0645\u0647\u0627\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u062a\u0648\u0641\u064a\u0631 \u062a\u0643\u0627\u0645\u0644 \u0633\u0644\u0633 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\u0627\u0644\u0642\u0631\u0627\u0631.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-does-onesky-localization-agent-enhance-localization-efforts\">\u0643\u064a\u0641 \u064a\u0639\u0632\u0632 \u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u0648\u0637\u064a\u0646 OneSky \u062c\u0647\u0648\u062f \u0627\u0644\u062a\u0648\u0637\u064a\u0646\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0639\u0645\u0644 OneSky Localization Agent \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062c\u0647\u0648\u062f \u0627\u0644\u062a\u0648\u0637\u064a\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u0627\u0644\u062f\u0642\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0646\u0649 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0648 LLMs \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u062a\u0643\u064a\u064a\u0641 \u0623\u0633\u0631\u0639 \u0644\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u062a\u0633\u0648\u064a\u0642\u064a\u0629 \u0648\u062a\u0642\u0644\u064a\u0644 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u062a\u0633\u0644\u064a\u0645.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-makes-deepseek-r1-ideal-for-complex-task-performance\">\u0645\u0627 \u0627\u0644\u0630\u064a \u064a\u062c\u0639\u0644 DeepSeek-R1 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u064f\u0639\u062a\u0628\u0631 DeepSeek-R1 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0646\u0638\u0631\u064b\u0627 \u0644\u0642\u062f\u0631\u0627\u062a\u0647 \u0627\u0644\u0645\u0639\u0632\u0632\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0646\u0637\u0642\u064a \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0641\u0639\u0627\u0644\u0629\u060c \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u062a\u062f\u0627\u0628\u064a\u0631 \u0623\u0645\u0627\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0642\u0648\u064a\u0629. \u062a\u0633\u0627\u0647\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0645\u062c\u062a\u0645\u0639\u0629\u064b \u0641\u064a \u0641\u0639\u0627\u0644\u064a\u062a\u0647 \u0641\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0635\u0639\u0628\u0629.<\/p>","protected":false},"excerpt":{"rendered":"<p>Searching for the best agentic AI solution to optimize your operations with the help of an AI agent? This guide reviews the leading agentic AI tools of 2025, highlighting their strengths in multi-agent coordination, workflow automation, decision-making, and minimal human intervention. Discover the right fit for your business. What is Agentic AI? Definition and Key [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":45123,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[879,485],"class_list":["post-43646","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-article","tag-agentic-ai","tag-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.6.1 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Discover the Best Agentic AI Solution for Your Business Needs<\/title>\n<meta name=\"description\" content=\"Explore top agentic AI solutions tailored for your business needs. 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