{"id":14583,"date":"2026-11-08T20:31:03","date_gmt":"2026-11-08T18:31:03","guid":{"rendered":"https:\/\/heshamsaad.com\/?p=14583"},"modified":"2026-11-08T20:31:03","modified_gmt":"2026-11-08T18:31:03","slug":"kimi-k3-1-pro-amazon-bedrock","status":"publish","type":"post","link":"https:\/\/heshamsaad.com\/ar\/kimi-k3-1-pro-amazon-bedrock\/","title":{"rendered":"Kimi K3.1 Pro \u0639\u0644\u0649 Amazon Bedrock: \u0646\u0633\u062e\u0629 Highspeed \u0648\u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0648\u062d\u062f\u0648\u062f \u0627\u0644\u0631\u0628\u0637 \u0645\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633"},"content":{"rendered":"\n<aside class=\"wp-block-hesham-saad-key-takeaways hs-key-takeaways\">\n<h3 class=\"wp-block-heading hs-key-takeaways__title\">\u0623\u0647\u0645 \u0627\u0644\u0646\u0642\u0627\u0637<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0623\u062a\u0627\u062d\u062a AWS \u0646\u0633\u062e\u0629 Kimi K3.1 Pro Highspeed \u0645\u0646 \u0634\u0631\u0643\u0629 Moonshot AI \u0639\u0628\u0631 \u062e\u062f\u0645\u0629 Amazon Bedrock \u0628\u0646\u0627\u0641\u0630\u0629 \u0633\u064a\u0627\u0642 \u062a\u0628\u0644\u063a \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0648\u062f\u0639\u0645 \u0644\u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0625\u062e\u0631\u0627\u062c \u0627\u0644\u0646\u0635\u0648\u0635 \u0641\u0642\u0637.<\/li>\n\n\n\n<li>\u064a\u0639\u0645\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062d\u0635\u0631\u064a\u0627 \u0639\u0628\u0631 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0639\u0627\u0628\u0631 \u0644\u0644\u0645\u0646\u0627\u0637\u0642 \u0648\u0644\u0627 \u064a\u062a\u0648\u0641\u0631 \u0644\u0647 \u062a\u0634\u063a\u064a\u0644 \u0645\u062d\u0644\u064a \u062f\u0627\u062e\u0644 \u0645\u0646\u0637\u0642\u0629 \u0648\u0627\u062d\u062f\u0629 \u0623\u0648 \u0645\u0644\u0641 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\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0627.<\/li>\n<\/ul>\n<\/aside>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0635\u0628\u062d \u062a\u0634\u063a\u064a\u0644 Kimi K3.1 Pro \u0639\u0644\u0649 Amazon Bedrock \u0645\u062a\u0627\u062d\u0627 \u0631\u0633\u0645\u064a\u0627 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0641\u0631\u0642 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0644\u0634\u0631\u0643\u0629 \u0623\u0645\u0627\u0632\u0648\u0646\u060c \u0625\u0630 \u062a\u062d\u062f\u062f \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062a\u0627\u0631\u064a\u062e \u0625\u0637\u0644\u0627\u0642\u0647 \u0641\u064a 4 \u0646\u0648\u0641\u0645\u0628\u0631 2026 \u0628\u064a\u0646\u0645\u0627 \u0646\u0634\u0631\u062a AWS \u0627\u0644\u0625\u0639\u0644\u0627\u0646 \u0627\u0644\u0631\u0633\u0645\u064a \u0641\u064a 6 \u0646\u0648\u0641\u0645\u0628\u0631 2026. \u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u062a\u062e\u0635 \u062a\u062d\u062f\u064a\u062f\u0627 \u0646\u0633\u062e\u0629 Kimi K3.1 Pro Highspeed \u0627\u0644\u0645\u0637\u0648\u0631\u0629 \u0645\u0646 \u0634\u0631\u0643\u0629 Moonshot AI\u060c \u0648\u0647\u064a \u062e\u0637\u0648\u0629 \u062a\u0645\u0646\u062d \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0636\u0645\u0646 \u0646\u0641\u0633 \u062d\u062f\u0648\u062f \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u062d\u0648\u0643\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u064a\u0647\u0627 \u0641\u064a AWS.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u062f\u064a\u0631\u064a\u0646 \u0627\u0644\u062a\u0642\u0646\u064a\u064a\u0646 \u0641\u064a \u0645\u0635\u0631 \u0648\u0627\u0644\u062e\u0644\u064a\u062c\u060c \u0627\u0644\u062e\u0628\u0631 \u0647\u0646\u0627 \u0644\u0627 \u064a\u062a\u0639\u0644\u0642 \u0628\u0638\u0647\u0648\u0631 \u0646\u0645\u0648\u0630\u062c \u062c\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0635\u0641\u0631\u060c \u0628\u0644 \u0628\u0643\u064a\u0641\u064a\u0629 \u0625\u062a\u0627\u062d\u062a\u0647 \u0633\u062d\u0627\u0628\u064a\u0627 \u0648\u0634\u0631\u0648\u0637 \u062a\u0634\u063a\u064a\u0644\u0647 \u0627\u0644\u0641\u0639\u0644\u064a\u0629. \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0639\u0645\u0644\u064a \u0642\u0628\u0644 \u0631\u0628\u0637\u0647 \u0628\u0645\u0648\u0642\u0639 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Bedrock \u0644\u0641\u0631\u0642 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0641\u0642\u0627 \u0644\u0628\u064a\u0627\u0646 AWS \u0627\u0644\u0631\u0633\u0645\u064a\u060c \u062a\u0647\u062f\u0641 \u0625\u062a\u0627\u062d\u0629 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0625\u0644\u0649 \u062a\u0648\u0633\u064a\u0639 \u0645\u062d\u0641\u0638\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0635\u0629 \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0636\u0648\u0627\u0628\u0637 \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u062d\u0648\u0643\u0645\u0629 \u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0627\u062f\u0629. \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0639\u0644\u0649 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\u0639\u0644\u0649 \u0628\u0646\u064a\u062a\u0647\u0627.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0638\u0647\u0631 \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u062f\u0644\u064a\u0644 \u0645\u0633\u062a\u062e\u062f\u0645 Bedrock \u0623\u0646 \u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u0627\u0644\u0645\u0639\u062a\u0645\u062f \u0647\u0648 4 \u0646\u0648\u0641\u0645\u0628\u0631 2026\u060c \u0648\u0623\u0646 \u062d\u0627\u0644\u0629 \u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0646\u0634\u0637\u0629 \u0645\u0639 \u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0625\u0634\u0639\u0627\u0631 \u0645\u0633\u0628\u0642 \u0644\u0627 \u064a\u0642\u0644 \u0639\u0646 45 \u064a\u0648\u0645\u0627 \u0642\u0628\u0644 \u0623\u064a \u0625\u064a\u0642\u0627\u0641 \u0645\u0633\u062a\u0642\u0628\u0644\u064a. \u0643\u0645\u0627 \u062a\u0634\u064a\u0631 \u0645\u0644\u0627\u062d\u0638\u0629 \u0627\u062a\u0641\u0627\u0642\u064a\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0625\u0644\u0649 \u0623\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0628\u0631 Bedrock \u064a\u0635\u0646\u0641 \u0631\u0633\u0645\u064a\u0627 \u0643\u0648\u0635\u0648\u0644 \u0639\u0628\u0631 \u0634\u0631\u0643\u0627\u0621 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u0639\u062a\u0645\u062f\u064a\u0646.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0647\u0646\u0627 \u0627\u0644\u062a\u0641\u0631\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u0639\u0627\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631\u0647\u0627 \u0645\u0646\u0635\u0629 Bedrock \u0644\u0623\u064a \u0646\u0645\u0648\u0630\u062c \u0648\u0628\u064a\u0646 \u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0647\u0630\u0627 \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u062a\u062d\u062f\u064a\u062f\u0627. \u0627\u0644\u0645\u0646\u0635\u0629 \u062a\u0645\u0646\u062d\u0643 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0635\u0644\u0627\u062d\u064a\u0627\u062a \u0639\u0628\u0631 IAM \u0648\u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0631\u0642\u0627\u0628\u064a \u0648\u0627\u0644\u0639\u0645\u0644 \u062f\u0627\u062e\u0644 \u0627\u0644\u062d\u062f\u0648\u062f \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0648\u0647\u064a \u0646\u0641\u0633 \u0627\u0644\u0645\u0638\u0644\u0629 \u0627\u0644\u062a\u064a \u0646\u0627\u0642\u0634\u0646\u0627\u0647\u0627 \u0639\u0646\u062f \u0627\u0633\u062a\u0639\u0631\u0627\u0636 \u0646\u0645\u0648\u0630\u062c <a href=\"https:\/\/heshamsaad.com\/ar\/gpt-6-1-terra\/\">GPT-6.1 Terra \u0639\u0644\u0649 Bedrock<\/a>\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0641\u0631\u0636 \u0628\u0637\u0627\u0642\u0629 \u0646\u0645\u0648\u0630\u062c Moonshot \u0634\u0631\u0648\u0637\u0627 \u062e\u0627\u0635\u0629 \u0628\u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0648\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u062a\u0648\u062c\u064a\u0647.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0644\u062e\u0635 \u0633\u0631\u064a\u0639 \u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u062d\u062f\u0648\u062f \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0648\u0627\u0644\u0625\u062e\u0631\u0627\u062c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u062d\u0633\u0628 \u0628\u064a\u0627\u0646\u0627\u062a \u0634\u0631\u0643\u0629 Moonshot AI\u060c \u064a\u0639\u062f Kimi K3.1 Pro \u0623\u0648\u0644 \u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0633\u0644\u0633\u0644\u0629 K3.1\u060c \u0648\u0647\u0648 \u0646\u0645\u0648\u0630\u062c \u0648\u0643\u064a\u0644 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0628\u0637\u0628\u064a\u0639\u062a\u0647 \u0648\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u064a\u0646\u062a\u0645\u064a \u0625\u0644\u0649 \u0641\u0626\u0629 3 \u062a\u0631\u064a\u0644\u064a\u0648\u0646\u0627\u062a \u0645\u0639\u0627\u0645\u0644 \u0645\u0639 \u0646\u0627\u0641\u0630\u0629 \u0633\u064a\u0627\u0642 \u062a\u0635\u0644 \u0625\u0644\u0649 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646. \u0648\u062a\u0630\u0643\u0631 \u0627\u0644\u0634\u0631\u0643\u0629 \u0623\u0646\u0647 \u064a\u0642\u062f\u0645 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0645\u0644\u0645\u0648\u0633\u0629 \u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0623\u0643\u0648\u0627\u062f \u0648\u0627\u0644\u0625\u0646\u0634\u0627\u0621 \u062b\u0644\u0627\u062b\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0648\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u0627\u0644\u064a \u0648\u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629\u060c \u062d\u064a\u062b \u0623\u0639\u0644\u0646\u062a \u062a\u062d\u0642\u064a\u0642\u0647 \u0646\u062a\u064a\u062c\u0629 65.7% \u0639\u0644\u0649 \u0627\u062e\u062a\u0628\u0627\u0631 Terminal-Bench 4.0 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0626\u0629 \u0627\u062e\u062a\u0628\u0627\u0631 Claude-Code.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u062a\u0648\u0636\u062d \u0648\u062b\u0627\u0626\u0642 \u0645\u0646\u0635\u0629 Moonshot \u0623\u0646 \u0646\u0633\u062e\u0629 Highspeed \u062a\u0642\u062f\u0645 \u0646\u0641\u0633 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0630\u064a \u062a\u0648\u0641\u0631\u0647 \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0645\u0639 \u0633\u0631\u0639\u0629 \u0623\u0639\u0644\u0649 \u0628\u0646\u062d\u0648 \u0636\u0639\u0641\u064a\u0646 \u0625\u0644\u0649 \u062b\u0644\u0627\u062b\u0629 \u0623\u0636\u0639\u0627\u0641. \u0648\u0644\u0623\u0646\u0646\u0627 \u063a\u0637\u064a\u0646\u0627 \u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\u0647 \u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644 \u0645\u0646 \u0642\u0628\u0644\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0639\u0648\u062f\u0629 \u0625\u0644\u0649 <a href=\"https:\/\/heshamsaad.com\/ar\/kimi-k3-1-pro\/\">\u0645\u0631\u0627\u062c\u0639\u062a\u0646\u0627 \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0644\u0646\u0645\u0648\u0630\u062c Kimi K3.1 Pro<\/a> \u0644\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u0646\u0645\u0648\u0630\u062c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0645\u0627 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0641\u0639\u0644\u064a \u062f\u0627\u062e\u0644 Amazon Bedrock\u060c \u0641\u062a\u062d\u062f\u062f \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0633\u0627\u0626\u0637 \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0648\u0627\u0644\u0625\u062e\u0631\u0627\u062c \u0628\u062f\u0642\u0629: \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0647\u064a \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0641\u0642\u0637\u060c \u0628\u064a\u0646\u0645\u0627 \u0644\u0627 \u064a\u062f\u0639\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0635\u0648\u062a \u0623\u0648 \u0627\u0644\u0643\u0644\u0627\u0645 \u0623\u0648 \u0627\u0644\u0641\u064a\u062f\u064a\u0648. \u0648\u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u060c \u062a\u0642\u062a\u0635\u0631 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0646\u0635\u0648\u0635 \u0641\u0642\u0637\u060c \u0648\u0647\u0648 \u0642\u064a\u062f \u064a\u062c\u0628 \u0648\u0636\u0639\u0647 \u0641\u064a \u0627\u0644\u062d\u0633\u0628\u0627\u0646 \u0639\u0646\u062f \u062a\u0635\u0645\u064a\u0645 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0643\u064a\u0641 \u064a\u0639\u0645\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u0639\u0628\u0631 \u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0625\u0642\u0644\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0627 \u064a\u0639\u0645\u0644 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u062f\u0627\u062e\u0644 \u0645\u0646\u0637\u0642\u0629 \u0633\u062d\u0627\u0628\u064a\u0629 \u0645\u0646\u0641\u0631\u062f\u0629\u060c \u0628\u0644 \u064a\u0639\u062a\u0645\u062f \u0643\u0644\u064a\u0627 \u0639\u0644\u0649 \u0645\u064a\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0639\u0627\u0628\u0631 \u0644\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629 \u0628\u0627\u0633\u0645 Cross-Region Inference. \u064a\u062d\u0645\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0639\u0631\u0641 \u0627\u0644\u0623\u0633\u0627\u0633\u064a <code>moonshotai.kimi-k3.1<\/code>\u060c \u0648\u0644\u0643\u0646 \u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0626\u0647 \u0628\u0631\u0645\u062c\u064a\u0627 \u0639\u0628\u0631 \u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 <code>bedrock-runtime<\/code> \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062d\u062f \u0645\u0646 \u062b\u0644\u0627\u062b\u0629 \u0645\u0639\u0631\u0641\u0627\u062a \u0644\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062d\u0633\u0628 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0637\u0644\u0648\u0628:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0644\u0641 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0639\u0627\u0644\u0645\u064a <code>global.moonshotai.kimi-k3.1<\/code>: \u064a\u0648\u062c\u0647 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0625\u0644\u0649 \u0623\u064a \u0645\u0646\u0637\u0642\u0629 \u062a\u062c\u0627\u0631\u064a\u0629 \u0645\u062f\u0639\u0648\u0645\u0629 \u0645\u0646 AWS \u062d\u0648\u0644 \u0627\u0644\u0639\u0627\u0644\u0645.<\/li>\n\n<li>\u0645\u0644\u0641 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0644\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 <code>us.moonshotai.kimi-k3.1<\/code>: \u0645\u062a\u0627\u062d \u0643\u0645\u0635\u062f\u0631 \u0641\u064a \u0645\u0646\u0627\u0637\u0642 <code>us-east-1<\/code> \u0648<code>us-east-2<\/code> \u0648<code>us-west-1<\/code> \u0648<code>us-west-2<\/code> \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0645\u0646\u0637\u0642\u062a\u064a \u0643\u0646\u062f\u0627 <code>ca-central-1<\/code> \u0648<code>ca-west-1<\/code> \u062d\u064a\u062b \u062a\u0648\u062c\u0647 \u0637\u0644\u0628\u0627\u062a \u0643\u0646\u062f\u0627 \u0639\u0628\u0631 \u0645\u0646\u0627\u0637\u0642 \u0643\u0646\u062f\u0627 \u0648\u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629.<\/li>\n\n<li>\u0645\u0644\u0641 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0644\u0644\u0647\u0646\u062f <code>in.moonshotai.kimi-k3.1<\/code>: \u064a\u0642\u062a\u0635\u0631 \u0639\u0644\u0649 \u0645\u0646\u0637\u0642\u062a\u064a \u0645\u0648\u0645\u0628\u0627\u064a <code>ap-south-1<\/code> \u0648\u062d\u064a\u062f\u0631 \u0622\u0628\u0627\u062f <code>ap-south-2<\/code> \u0641\u0642\u0637.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u062a\u0624\u0643\u062f \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0623\u0646 \u062e\u064a\u0627\u0631 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062f\u0627\u062e\u0644 \u0646\u0641\u0633 \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u063a\u064a\u0631 \u0645\u062a\u0627\u062d \u0641\u064a \u0623\u064a \u0645\u0646\u0637\u0642\u0629 \u0645\u0646 \u0645\u0646\u0627\u0637\u0642 AWS \u0639\u0644\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642. \u0648\u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647\u060c \u062a\u062f\u0639\u0645 \u0627\u0644\u062e\u062f\u0645\u0629 \u0645\u0644\u0641\u0627\u062a \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0639\u0644\u0649 \u062a\u062a\u0628\u0639 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0648\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0635\u0644\u0627\u062d\u064a\u0627\u062a \u0648\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0628\u064a\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u062f\u0627\u062e\u0644 \u062d\u0633\u0627\u0628 \u0627\u0644\u0634\u0631\u0643\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u062e\u0631\u064a\u0637\u0629 \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0648\u0645\u0627 \u062a\u0639\u0646\u064a\u0647 \u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637 \u0648\u0634\u0645\u0627\u0644 \u0623\u0641\u0631\u064a\u0642\u064a\u0627<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0639\u0646\u062f \u0645\u0631\u0627\u062c\u0639\u0629 \u062c\u062f\u0648\u0644 \u0627\u0644\u062a\u0648\u0641\u0631 \u0627\u0644\u0625\u0642\u0644\u064a\u0645\u064a \u0644\u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 <code>bedrock-runtime<\/code>\u060c \u0646\u062c\u062f \u0623\u0646 \u0645\u0644\u0641 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0645\u062a\u0627\u062d \u0643\u0645\u0635\u062f\u0631 \u0644\u0644\u0637\u0644\u0628\u0627\u062a \u0641\u064a \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u0645\u062f\u0631\u062c\u0629 \u0627\u0644\u0628\u0627\u0644\u063a \u0639\u062f\u062f\u0647\u0627 32 \u0645\u0646\u0637\u0642\u0629. \u062a\u0634\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0625\u0645\u0627\u0631\u0627\u062a <code>me-central-1<\/code> \u0648\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0628\u062d\u0631\u064a\u0646 <code>me-south-1<\/code>\u060c \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0645\u0646\u0627\u0637\u0642 \u0623\u0648\u0631\u0648\u0628\u0627 \u0648\u0622\u0633\u064a\u0627 \u0648\u0627\u0644\u0645\u062d\u064a\u0637 \u0627\u0644\u0647\u0627\u062f\u0626 \u0648\u0623\u0645\u0631\u064a\u0643\u0627 \u0627\u0644\u062c\u0646\u0648\u0628\u064a\u0629 <code>sa-east-1<\/code> \u0648\u0623\u0641\u0631\u064a\u0642\u064a\u0627 <code>af-south-1<\/code> \u0648\u0645\u0646\u0637\u0642\u0629 <code>il-central-1<\/code>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0646\u0642\u0637\u0629 \u0627\u0644\u062c\u0648\u0647\u0631\u064a\u0629 \u0647\u0646\u0627 \u0644\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0641\u064a \u0645\u0646\u0637\u0642\u062a\u0646\u0627 \u0648\u0627\u0636\u062d\u0629 \u0648\u0635\u0631\u064a\u062d\u0629: \u0644\u0627 \u064a\u0648\u062c\u062f \u0645\u0644\u0641 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062c\u063a\u0631\u0627\u0641\u064a \u062e\u0627\u0635 \u0628\u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637\u060c \u0643\u0645\u0627 \u0644\u0627 \u064a\u0648\u062c\u062f \u0645\u0644\u0641 \u062c\u063a\u0631\u0627\u0641\u064a \u062e\u0627\u0635 \u0628\u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a \u0644\u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c. \u0647\u0630\u0627 \u064a\u0639\u0646\u064a \u0623\u0646 \u0623\u064a \u0637\u0644\u0628 \u064a\u062e\u0631\u062c \u0645\u0646 \u062e\u0648\u0627\u062f\u0645\u0643 \u0641\u064a \u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0625\u0645\u0627\u0631\u0627\u062a \u0623\u0648 \u0627\u0644\u0628\u062d\u0631\u064a\u0646 \u0645\u0636\u0637\u0631 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0639\u0627\u0644\u0645\u064a <code>global.moonshotai.kimi-k3.1<\/code> \u062d\u0635\u0631\u064a\u0627.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u064a\u0639\u0646\u064a \u0623\u0646 AWS \u0642\u062f \u062a\u0648\u062c\u0647 \u0637\u0644\u0628 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0625\u0644\u0649 \u0623\u064a \u0645\u0646\u0637\u0642\u0629 \u062a\u062c\u0627\u0631\u064a\u0629 \u0645\u062f\u0639\u0648\u0645\u0629 \u062d\u0648\u0644 \u0627\u0644\u0639\u0627\u0644\u0645. \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a\u060c \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0634\u0631\u0643\u062a\u0643 \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u0623\u0648 \u0627\u0644\u0625\u0645\u0627\u0631\u0627\u062a \u0623\u0648 \u0645\u0635\u0631 \u062a\u062e\u0636\u0639 \u0644\u0644\u0648\u0627\u0626\u062d \u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u062a\u0641\u0631\u0636 \u0628\u0642\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u062f\u0627\u062e\u0644 \u062d\u062f\u0648\u062f \u0627\u0644\u062f\u0648\u0644\u0629 \u0623\u0648 \u0627\u0644\u0625\u0642\u0644\u064a\u0645\u060c \u0641\u0625\u0646 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 Bedrock \u0644\u0627 \u064a\u0648\u0641\u0631 \u062e\u064a\u0627\u0631 \u0625\u0642\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u0644\u064a\u0627 \u0641\u064a \u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637 \u062d\u0627\u0644\u064a\u0627.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0648\u0642\u064a\u0648\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Converse API<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0646\u0642\u0627\u0637 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629\u060c \u064a\u062f\u0639\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0639\u0645\u0644 \u0639\u0628\u0631 <code>bedrock-runtime<\/code> \u0628\u064a\u0646\u0645\u0627 \u0644\u0627 \u064a\u062f\u0639\u0645 \u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 <code>bedrock-mantle<\/code>. \u0648\u062a\u062a\u0636\u0645\u0646 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0643\u0644\u0627 \u0645\u0646 Responses \u0648Chat Completions \u0648Converse \u0648Invoke\u060c \u0625\u0644\u0627 \u0623\u0646 AWS \u062a\u0648\u0635\u064a \u0635\u0631\u0627\u062d\u0629 \u0628\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 Chat Completions \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 \u0645\u0639\u064a\u0627\u0631 OpenAI \u0623\u0648 \u0648\u0627\u062c\u0647\u0629 Responses \u0639\u0646\u062f \u0628\u0646\u0627\u0621 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0631\u062c\u0639 \u0633\u0628\u0628 \u0647\u0630\u0647 \u0627\u0644\u062a\u0648\u0635\u064a\u0629 \u0625\u0644\u0649 \u0648\u062c\u0648\u062f \u0642\u064a\u0648\u062f \u062a\u0642\u0646\u064a\u0629 \u0645\u0633\u062c\u0644\u0629 \u0641\u064a \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 Converse \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0641\u064a Bedrock\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0628\u0639\u0636 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u062d\u062f\u062b \u062e\u0637\u0623 \u0628\u0631\u0645\u062c\u064a \u0645\u0646 \u0646\u0648\u0639 <code>InternalServerException<\/code> \u0641\u064a \u0648\u0627\u062c\u0647\u0629 Converse \u0639\u0646\u062f \u0625\u0631\u0633\u0627\u0644 \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u062f\u0648\u0627\u0631 \u062a\u062a\u0636\u0645\u0646 \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0646\u0637\u0642\u064a \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u0631 \u0627\u0644\u0633\u0627\u0628\u0642\u0629\u060c \u0648\u0647\u0648 \u0645\u0627 \u064a\u0624\u062b\u0631 \u0645\u0628\u0627\u0634\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0641\u064a \u0623\u0637\u0631 \u0639\u0645\u0644 \u0645\u062b\u0644 LangChain \u0648Strands Agents\u060c \u0648\u062a\u0648\u0636\u062d AWS \u0623\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Converse \u0641\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u064a\u062a\u0637\u0644\u0628 \u062d\u0630\u0641 \u0643\u062a\u0644 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u0631 \u0627\u0644\u0633\u0627\u0628\u0642\u0629.<\/li>\n\n<li>\u062a\u0631\u0641\u0636 \u0648\u0627\u062c\u0647\u0629 Converse \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u0631\u0641\u0642\u0629 \u0645\u062b\u0644 \u0645\u0644\u0641\u0627\u062a PDF \u0648\u0645\u0644\u0641\u0627\u062a HTML.<\/li>\n\n<li>\u0639\u0646\u062f \u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0635\u0648\u0631 \u0645\u0639 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u062a\u0634\u064a\u0631 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0625\u0644\u0649 \u0623\u0646 \u0648\u0636\u0639 \u0627\u0644\u0635\u0648\u0631 \u0642\u0628\u0644 \u0627\u0644\u0646\u0635 \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0629 \u0642\u062f \u064a\u0639\u0637\u064a \u0625\u062c\u0627\u0628\u0627\u062a \u0623\u0641\u0636\u0644 \u0628\u062d\u0633\u0628 \u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0645\u0647\u0645\u0629.<\/li>\n\n<li>\u064a\u062a\u0645 \u0627\u062d\u062a\u0631\u0627\u0645 \u0645\u0639\u0627\u0645\u0644 \u062f\u0642\u0629 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0635\u0648\u0631\u0629 \u0641\u064a \u0648\u0627\u062c\u0647\u0629 Chat Completions \u0641\u0642\u0637\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0639\u0627\u0644\u062c \u0648\u0627\u062c\u0647\u0629 Responses \u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0648\u0631 \u0628\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u062f\u0627\u0626\u0645\u0627.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0647\u0630\u0627 \u0627\u0644\u0633\u0628\u0628\u060c \u0625\u0630\u0627 \u0643\u0627\u0646 \u0641\u0631\u064a\u0642\u0643 \u0627\u0644\u0628\u0631\u0645\u062c\u064a \u064a\u0628\u0646\u064a \u0648\u0643\u0644\u0627\u0621 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0648 \u064a\u0631\u0628\u0637 \u0627\u0644\u0645\u0648\u0642\u0639 \u0628\u062e\u062f\u0645\u0627\u062a AWS\u060c \u0641\u0625\u0646 \u0627\u062e\u062a\u064a\u0627\u0631 Chat Completions \u0645\u0646\u0630 \u0627\u0644\u0628\u062f\u0627\u064a\u0629 \u064a\u0648\u0641\u0631 \u0633\u0627\u0639\u0627\u062a \u0645\u0646 \u062a\u062a\u0628\u0639 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 \u0641\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u064a\u0632\u0627\u062a Bedrock \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0648\u063a\u064a\u0631 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0648\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u0641\u0643\u064a\u0631<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u062f\u0639\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 <code>bedrock-runtime<\/code> \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0647\u0645\u0629 \u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u060c \u062a\u0634\u0645\u0644 \u0627\u0644\u0628\u062b \u0627\u0644\u0645\u062a\u062f\u0641\u0642 \u0644\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0627\u0644\u0636\u0645\u0646\u064a \u0644\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0627\u0644\u0635\u0631\u064a\u062d\u060c \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0645\u0646 \u062c\u0647\u0629 \u0627\u0644\u0639\u0645\u064a\u0644\u060c \u0648\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u0647\u064a\u0643\u0644\u0629\u060c \u0648\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621\u060c \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062d\u0645\u0627\u064a\u0629 Guardrails. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0627\u0644\u0635\u0631\u064a\u062d\u060c \u0641\u0647\u0648 \u064a\u0639\u0645\u0644 \u0645\u0639 \u0648\u0627\u062c\u0647\u0627\u062a Responses \u0648Chat Completions \u0648InvokeModel \u0648\u0644\u0627 \u064a\u0639\u0645\u0644 \u0645\u0639 Converse\u060c \u0648\u064a\u062a\u0637\u0644\u0628 \u062d\u062f\u0627 \u0623\u062f\u0646\u0649 \u064a\u0628\u0644\u063a 256 \u062a\u0648\u0643\u0646 \u0644\u0643\u0644 \u0646\u0642\u0637\u0629 \u062d\u0641\u0638 \u0645\u0639 \u0645\u062f\u0629 \u0628\u0642\u0627\u0621 \u0644\u0627 \u062a\u0642\u0644 \u0639\u0646 30 \u062f\u0642\u064a\u0642\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u060c \u062a\u0633\u062a\u0628\u0639\u062f \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u062f\u0629 \u0645\u064a\u0632\u0627\u062a \u0623\u062e\u0631\u0649 \u0641\u064a Bedrock \u0648\u062a\u0635\u0646\u0641\u0647\u0627 \u0643\u063a\u064a\u0631 \u0645\u062f\u0639\u0648\u0645\u0629\u060c \u0648\u0647\u064a \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0645\u0639\u0631\u0641\u0629 Knowledge Bases\u060c \u0648\u0627\u0644\u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0630\u0643\u064a \u0644\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a\u060c \u0648\u0648\u0627\u062c\u0647\u0629 \u062d\u0633\u0627\u0628 \u0639\u062f\u062f \u0627\u0644\u062a\u0648\u0643\u0646\u0632\u060c \u0648\u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0645\u0627\u0626\u064a\u0629. \u063a\u064a\u0627\u0628 \u062f\u0639\u0645 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u062c\u0627\u0647\u0632\u0629 \u064a\u0639\u0646\u064a \u0623\u0646 \u0631\u0628\u0637 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0628\u064a\u0627\u0646\u0627\u062a \u0634\u0631\u0643\u062a\u0643 \u064a\u062a\u0637\u0644\u0628 \u0628\u0646\u0627\u0621 \u062e\u0637 \u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u062e\u0627\u0635 \u0628\u0643 \u0623\u0648 \u062a\u0645\u0631\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0636\u0645\u0646 \u0627\u0644\u0633\u064a\u0627\u0642 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0645\u0627 \u0645\u064a\u0632\u0629 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0646\u0637\u0642\u064a\u060c \u0641\u0647\u064a \u0645\u0641\u0639\u0644\u0629 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0627 \u0641\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0645\u0636\u0628\u0648\u0637\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u0642\u0635\u0649 <code>max<\/code>. \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u062c\u0647\u062f \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0639\u0628\u0631 \u0627\u0644\u0642\u064a\u0645 <code>none<\/code> \u0644\u0625\u064a\u0642\u0627\u0641\u0647 \u062a\u0645\u0627\u0645\u0627\u060c \u0623\u0648 <code>low<\/code> \u0648<code>medium<\/code> \u0648<code>high<\/code> \u0648<code>xhigh<\/code> \u0648<code>max<\/code>\u060c \u0628\u064a\u0646\u0645\u0627 \u0644\u0627 \u064a\u062f\u0639\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0642\u064a\u0645\u0629 <code>minimal<\/code>. \u0648\u064a\u0636\u0628\u0637 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0639\u0628\u0631 <code>reasoning.effort<\/code> \u0641\u064a Responses \u0623\u0648 <code>reasoning_effort<\/code> \u0641\u064a Chat Completions \u0648InvokeModel\u060c \u0623\u0645\u0627 Converse \u0641\u064a\u0642\u0628\u0644 <code>reasoning_effort<\/code> \u062f\u0627\u062e\u0644 <code>additionalModelRequestFields<\/code> \u0644\u0643\u0646\u0647 \u0644\u0627 \u064a\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u062a\u0647 \u0645\u0639 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u062d\u062a\u0649 \u0645\u0639 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u062a\u064a \u062a\u0631\u0641\u0636\u0647\u0627 \u0627\u0644\u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0627\u0644\u0631\u0633\u0645\u064a \u0639\u0644\u0649 Bedrock \u0648\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u062d\u0635\u0635 \u0648\u0645\u0642\u0627\u064a\u0636\u0627\u062a \u0627\u0644\u062a\u0643\u0644\u0641\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u062a\u0637\u0627\u0628\u0642 \u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0641\u064a \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0639 \u0635\u0641\u062d\u0629 \u062a\u0633\u0639\u064a\u0631 Amazon Bedrock \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0644\u0641\u0626\u0629 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646\u060c \u0648\u062a\u0646\u0642\u0633\u0645 \u062d\u0633\u0628 \u0645\u0633\u0627\u0631 \u0627\u0644\u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0639\u0627\u0628\u0631 \u0644\u0644\u0645\u0646\u0627\u0637\u0642 \u0648\u0641\u0626\u0627\u062a \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0635\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0639\u0627\u0644\u0645\u064a Global CRIS: 4.00 \u062f\u0648\u0644\u0627\u0631\u0627\u062a \u0644\u0644\u0645\u062f\u062e\u0644\u0627\u062a\u060c \u064820.00 \u062f\u0648\u0644\u0627\u0631\u0627 \u0644\u0644\u0645\u062e\u0631\u062c\u0627\u062a\u060c \u06480.20 \u062f\u0648\u0644\u0627\u0631 \u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a\u060c \u06485.00 \u062f\u0648\u0644\u0627\u0631\u0627\u062a \u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0644\u0645\u062f\u0629 30 \u062f\u0642\u064a\u0642\u0629.<\/li>\n\n<li>\u0645\u0633\u0627\u0631 \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 US CRIS \u0648\u0645\u0633\u0627\u0631 \u0627\u0644\u0647\u0646\u062f IN CRIS: 4.40 \u062f\u0648\u0644\u0627\u0631\u0627\u062a \u0644\u0644\u0645\u062f\u062e\u0644\u0627\u062a\u060c \u064822.00 \u062f\u0648\u0644\u0627\u0631\u0627 \u0644\u0644\u0645\u062e\u0631\u062c\u0627\u062a\u060c \u06480.22 \u062f\u0648\u0644\u0627\u0631 \u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a\u060c \u06485.50 \u062f\u0648\u0644\u0627\u0631\u0627\u062a \u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a.<\/li>\n\n<li>\u0641\u0626\u0627\u062a \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629: \u0641\u0626\u0629 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 Priority \u0628\u062a\u0643\u0644\u0641\u0629 1.75 \u0636\u0639\u0641 \u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u060c \u0648\u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u0645\u0631\u0646\u0629 Flex \u0628\u062a\u0643\u0644\u0641\u0629 0.5 \u0636\u0639\u0641 \u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u060c \u0645\u0639 \u0625\u062f\u0631\u0627\u062c \u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u0645\u062d\u062c\u0648\u0632\u0629 Reserved \u0636\u0645\u0646 \u0627\u0644\u0641\u0626\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u0645\u0627\u0644\u064a\u060c \u0647\u0646\u0627\u0643 \u0642\u0627\u0639\u062f\u0629 \u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0645\u0624\u062b\u0631\u0629 \u062c\u062f\u0627 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0635\u0635: \u0645\u0639\u062f\u0644 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u062d\u0635\u0629 \u0644\u062a\u0648\u0643\u0646\u0632 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0639\u0644\u0649 <code>bedrock-runtime<\/code> \u0647\u0648 10 \u0623\u0636\u0639\u0627\u0641\u060c \u0645\u0627 \u064a\u0639\u0646\u064a \u0623\u0646 \u0643\u0644 \u062a\u0648\u0643\u0646 \u0648\u0627\u062d\u062f \u064a\u0648\u0644\u062f\u0647 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u064a\u062e\u0635\u0645 10 \u062a\u0648\u0643\u0646\u0632 \u0645\u0646 \u062d\u0635\u0629 \u062d\u0633\u0627\u0628\u0643.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0638\u0647\u0631 \u0647\u0646\u0627 \u0645\u0642\u0627\u064a\u0636\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0628\u0648\u0636\u0648\u062d\u061b \u0641\u0633\u0639\u0631 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u064a\u0639\u0627\u062f\u0644 \u062e\u0645\u0633\u0629 \u0623\u0636\u0639\u0627\u0641 \u0633\u0639\u0631 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a\u060c \u0648\u0628\u0645\u0627 \u0623\u0646 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0646\u0637\u0642\u064a \u0645\u0636\u0628\u0648\u0637 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u0642\u0635\u0649 <code>max<\/code>\u060c \u0633\u064a\u0633\u062a\u0647\u0644\u0643 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u062f\u062f\u0627 \u0643\u0628\u064a\u0631\u0627 \u0645\u0646 \u062a\u0648\u0643\u0646\u0632 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0648\u062d\u0635\u0629 \u0627\u0644\u062d\u0633\u0627\u0628 \u0645\u0627 \u0644\u0645 \u064a\u0642\u0645 \u0627\u0644\u0645\u0637\u0648\u0631 \u0628\u062a\u062e\u0641\u064a\u0636 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u0633\u064a\u0637\u0629. \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u060c \u064a\u0648\u0641\u0631 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0627\u0644\u0635\u0631\u064a\u062d \u0648\u0627\u0644\u0636\u0645\u0646\u064a \u062a\u0648\u0641\u064a\u0631\u0627 \u0643\u0628\u064a\u0631\u0627\u060c \u0625\u0630 \u062a\u0646\u062e\u0641\u0636 \u062a\u0643\u0644\u0641\u0629 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0645\u062a\u0643\u0631\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0645\u0646 4.00 \u062f\u0648\u0644\u0627\u0631\u0627\u062a \u0625\u0644\u0649 0.20 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0645\u0639 Kimi K3 \u0648Microsoft Foundry \u0648\u0648\u0627\u062c\u0647\u0629 Moonshot<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0628\u0634\u0643\u0644 \u0633\u0644\u064a\u0645\u060c \u064a\u0641\u064a\u062f \u0648\u0636\u0639 \u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0628\u062c\u0627\u0646\u0628 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0631\u0633\u0645\u064a\u0627 \u0633\u0648\u0627\u0621 \u062f\u0627\u062e\u0644 AWS \u0623\u0648 \u0639\u0628\u0631 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0648\u0644\u0627\u060c \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0646\u0645\u0648\u0630\u062c Kimi K3 \u0627\u0644\u0623\u0642\u062f\u0645 \u0641\u064a \u062c\u062f\u0648\u0644 \u062a\u0633\u0639\u064a\u0631 Bedrock \u0646\u0641\u0633\u0647: \u064a\u0628\u0644\u063a \u0633\u0639\u0631 Kimi K3 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0639\u0627\u0644\u0645\u064a 3.00 \u062f\u0648\u0644\u0627\u0631\u0627\u062a \u0644\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u064815.00 \u062f\u0648\u0644\u0627\u0631\u0627 \u0644\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u06480.30 \u062f\u0648\u0644\u0627\u0631 \u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0643\u0627\u0634 \u06483.75 \u062f\u0648\u0644\u0627\u0631\u0627\u062a \u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0643\u0627\u0634 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646\u060c \u0648\u0639\u0644\u0649 \u0645\u0633\u0627\u0631 \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 3.30 \u062f\u0648\u0644\u0627\u0631\u0627\u062a \u0644\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u064816.50 \u062f\u0648\u0644\u0627\u0631\u0627 \u0644\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u06480.33 \u062f\u0648\u0644\u0627\u0631 \u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0643\u0627\u0634 \u06484.125 \u062f\u0648\u0644\u0627\u0631\u0627\u062a \u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0643\u0627\u0634. \u0646\u0644\u0627\u062d\u0638 \u0623\u0646 Kimi K3.1 Pro Highspeed \u0623\u0639\u0644\u0649 \u0633\u0639\u0631\u0627 \u0641\u064a \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0648\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0648\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0643\u0627\u0634\u060c \u0644\u0643\u0646\u0647 \u0623\u0631\u062e\u0635 \u0641\u064a \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0643\u0627\u0634 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0648\u0645\u0633\u0627\u0631 \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062b\u0627\u0646\u064a\u0627\u060c \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0645\u0646\u0635\u0629 Microsoft Foundry: \u0623\u0639\u0644\u0646\u062a \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u0641\u064a 5 \u0646\u0648\u0641\u0645\u0628\u0631 2026 \u062a\u0648\u0641\u0631 \u0646\u0645\u0648\u0630\u062c Kimi K3.1 Pro \u0641\u064a \u062f\u0644\u064a\u0644 \u0646\u0645\u0627\u0630\u062c Foundry \u0628\u062f\u0639\u0645 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0633\u064a\u0627\u0642 \u062d\u062a\u0649 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646\u060c \u0648\u0628\u0633\u0639\u0631 2.30 \u062f\u0648\u0644\u0627\u0631 \u0644\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u06480.23 \u062f\u0648\u0644\u0627\u0631 \u0644\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u062e\u0632\u0646\u0629 \u0645\u0624\u0642\u062a\u0627 \u064811.50 \u062f\u0648\u0644\u0627\u0631\u0627 \u0644\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646. \u0627\u0646\u062a\u0628\u0647 \u0647\u0646\u0627 \u0625\u0644\u0649 \u0623\u0646 \u0625\u0639\u0644\u0627\u0646 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u064a\u062e\u0635 \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0648\u0644\u0627 \u064a\u0630\u0643\u0631 \u0646\u0633\u062e\u0629 Highspeed\u060c \u0644\u0630\u0627 \u0641\u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0633\u0639\u0631\u064a\u0629 \u0644\u064a\u0633\u062a \u0645\u062a\u0637\u0627\u0628\u0642\u0629\u060c \u0648\u062a\u0646\u0635\u062d \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u0628\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0645\u0647\u0627\u0645 \u062a\u0645\u062b\u064a\u0644\u064a\u0629 \u0648\u062d\u0633\u0627\u0628 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u0643\u0644 \u0645\u0647\u0645\u0629 \u0646\u0627\u062c\u062d\u0629\u060c \u0648\u0647\u0648 \u0646\u0641\u0633 \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0630\u064a \u0646\u0637\u0628\u0642\u0647 \u0639\u0646\u062f \u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0645\u062b\u0644 <a href=\"https:\/\/heshamsaad.com\/ar\/openai-models-google-cloud\/\">\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c OpenAI \u0639\u0644\u0649 Google Cloud<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062b\u0627\u0644\u062b\u0627\u060c \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u0644\u0634\u0631\u0643\u0629 Moonshot AI: \u062a\u062a\u064a\u062d \u0627\u0644\u0634\u0631\u0643\u0629 \u0646\u0645\u0648\u0630\u062c\u064a <code>kimi-k3.1-pro<\/code> \u0648<code>kimi-k3.1-pro-highspeed<\/code> \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 Kimi API \u0648\u0643\u0630\u0644\u0643 \u0639\u0628\u0631 Kimi.ai \u0648Kimi Work \u0648Kimi Code\u060c \u0648\u062a\u0624\u0643\u062f \u062a\u0648\u0641\u0631 \u0645\u064a\u0632\u0629 \u0639\u062f\u0645 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0627 \u0627\u0644\u0630\u064a \u0644\u0645 \u062a\u0646\u0634\u0631\u0647 AWS \u0623\u0648 Moonshot \u062d\u062a\u0649 \u0627\u0644\u0622\u0646\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0639\u0646\u062f \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0644\u0645\u0634\u0631\u0648\u0639 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0648\u0627\u0636\u062d\u0629 \u0648\u0627\u0644\u062a\u0632\u0627\u0645\u0627\u062a \u062a\u0634\u063a\u064a\u0644\u064a\u0629\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u062a\u064a \u0644\u0645 \u062a\u0646\u0634\u0631 \u0628\u0634\u0623\u0646\u0647\u0627 \u0628\u064a\u0627\u0646\u0627\u062a \u0631\u0633\u0645\u064a\u0629 \u0641\u064a \u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u062d\u062a\u0649 \u0644\u0627 \u062a\u0628\u0646\u064a \u0642\u0631\u0627\u0631\u0643 \u0639\u0644\u0649 \u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a \u063a\u064a\u0631 \u0645\u0648\u062b\u0642\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0644\u0645 \u062a\u0646\u0634\u0631 AWS \u0623\u064a \u0623\u0631\u0642\u0627\u0645 \u0642\u064a\u0627\u0633\u064a\u0629 \u0644\u0639\u062f\u062f \u0627\u0644\u062a\u0648\u0643\u0646\u0632 \u0641\u064a \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u0623\u0648 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0646\u0633\u062e\u0629 Highspeed \u0639\u0644\u0649 \u062e\u0648\u0627\u062f\u0645 Bedrock.<\/li>\n\n<li>\u0644\u0627 \u064a\u062a\u0648\u0641\u0631 \u062a\u0634\u063a\u064a\u0644 \u0645\u062d\u0644\u064a \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u0623\u0648 \u062a\u0648\u062c\u064a\u0647 \u062c\u063a\u0631\u0627\u0641\u064a \u0645\u062e\u0635\u0635 \u0644\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637 \u0623\u0648 \u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a \u0641\u064a \u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u062d\u0627\u0644\u064a.<\/li>\n\n<li>\u0644\u0645 \u062a\u062f\u0631\u062c \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062f\u0639\u0645 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u062c\u0645\u0639\u0629 Batch Inference \u0623\u0648 \u0627\u0644\u0633\u0639\u0629 \u0627\u0644\u0645\u062d\u062c\u0648\u0632\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 Provisioned Throughput \u0644\u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c.<\/li>\n\n<li>\u0645\u064a\u0632\u0629 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0641\u064a Bedrock \u063a\u064a\u0631 \u0645\u062f\u0639\u0648\u0645\u0629\u060c \u0648\u0644\u0627 \u062a\u0648\u062c\u062f \u0623\u064a \u0625\u0636\u0627\u0641\u0629 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0631\u0633\u0645\u064a\u0629 \u0645\u0646 AWS \u0623\u0648 Moonshot \u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c.<\/li>\n\n<li>\u0644\u0645 \u062a\u0646\u0634\u0631 AWS \u0623\u0648 Moonshot \u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0631\u0633\u0645\u064a\u0629 \u0623\u0648 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0642\u064a\u0627\u0633\u064a\u0629 \u062e\u0627\u0635\u0629 \u0628\u062c\u0648\u062f\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0625\u0637\u0644\u0627\u0642.<\/li>\n\n<li>\u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0644\u0644\u062d\u0635\u0635 \u063a\u064a\u0631 \u0645\u0646\u0634\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0623\u0646\u0647\u0627 \u062a\u062e\u062a\u0644\u0641 \u0628\u062d\u0633\u0628 \u0643\u0644 \u062d\u0633\u0627\u0628 \u062f\u0627\u062e\u0644 \u062e\u062f\u0645\u0629 Service Quotas.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0639\u0631\u0641\u0629 \u0647\u0630\u0647 \u0627\u0644\u0646\u0642\u0627\u0637 \u0645\u0628\u0643\u0631\u0627 \u062a\u062d\u0645\u064a\u0643 \u0645\u0646 \u0648\u0639\u0648\u062f \u063a\u064a\u0631 \u062f\u0642\u064a\u0642\u0629 \u0642\u062f \u062a\u0633\u0645\u0639\u0647\u0627 \u0639\u0646\u062f \u0627\u0644\u062a\u0639\u0627\u0642\u062f \u0639\u0644\u0649 \u062a\u0646\u0641\u064a\u0630 \u0645\u064a\u0632\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u0648\u0642\u0639\u0643 \u0623\u0648 \u0645\u062a\u062c\u0631\u0643 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0643\u064a\u0641 \u062a\u0648\u0638\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0645\u0644\u064a\u0627 \u0641\u064a \u0645\u0648\u0627\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0648\u0645\u062a\u0627\u062c\u0631 \u0648\u0648\u0643\u0648\u0645\u0631\u0633\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0646 \u0648\u0627\u0642\u0639 \u062e\u0628\u0631\u062a\u0646\u0627 \u0641\u064a \u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0623\u0646\u0638\u0645\u0629\u060c \u064a\u0645\u0643\u0646 \u062a\u0648\u0638\u064a\u0641 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0641\u0627\u0639\u0644\u064a\u0629 \u0641\u064a \u0645\u0648\u0627\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0648\u0645\u062a\u0627\u062c\u0631 \u0648\u0648\u0643\u0648\u0645\u0631\u0633 \u0628\u0634\u0631\u0637 \u0623\u0646 \u064a\u062a\u0645 \u0627\u0644\u0631\u0628\u0637 \u0639\u0628\u0631 \u0645\u0637\u0648\u0631 \u0645\u062a\u062e\u0635\u0635 \u064a\u0628\u0646\u064a \u062e\u062f\u0645\u0629 \u062e\u0644\u0641\u064a\u0629 \u0623\u0648 \u0637\u0628\u0642\u0629 \u0648\u0633\u064a\u0637\u0629 \u062a\u062a\u0635\u0644 \u0628\u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 <code>bedrock-runtime<\/code> \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 Chat Completions. \u062a\u0634\u0645\u0644 \u0623\u0628\u0631\u0632 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u0646\u0631\u0627\u0647\u0627 \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0627 \u064a\u0644\u064a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0625\u0639\u062f\u0627\u062f \u0645\u0633\u0648\u062f\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0648\u0627\u0644\u062a\u062d\u0631\u064a\u0631 \u0637\u0648\u064a\u0644 \u0627\u0644\u0633\u064a\u0627\u0642: \u0627\u0633\u062a\u063a\u0644\u0627\u0644 \u0646\u0627\u0641\u0630\u0629 \u0627\u0644\u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0648\u062a\u062b\u0628\u064a\u062a \u062f\u0644\u064a\u0644 \u0623\u0633\u0644\u0648\u0628 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0627\u0644\u0635\u0631\u064a\u062d \u0644\u062a\u0648\u0644\u064a\u062f \u0645\u0633\u0648\u062f\u0627\u062a \u0645\u0642\u0627\u0644\u0627\u062a \u0623\u0648 \u0635\u0641\u062d\u0627\u062a \u0647\u0628\u0648\u0637 \u062a\u062e\u0636\u0639 \u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0645\u062d\u0631\u0631 \u0627\u0644\u0628\u0634\u0631\u064a \u0642\u0628\u0644 \u0627\u0644\u0646\u0634\u0631.<\/li>\n\n<li>\u062a\u0644\u062e\u064a\u0635 \u062a\u0630\u0627\u0643\u0631 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a \u0648\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u0647\u064a\u0643\u0644\u0629 \u0645\u0639 \u062e\u0641\u0636 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0625\u0644\u0649 <code>low<\/code> \u0623\u0648 <code>medium<\/code> \u0644\u062a\u0635\u0646\u064a\u0641 \u0631\u0633\u0627\u0626\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629 \u0644\u0641\u0631\u064a\u0642 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a.<\/li>\n\n<li>\u0645\u0639\u0627\u0644\u062c\u0629 \u0643\u062a\u0627\u0644\u0648\u062c \u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0648\u0643\u0648\u0645\u0631\u0633 \u0648\u0627\u0644\u0635\u0648\u0631: \u0625\u0631\u0633\u0627\u0644 \u0635\u0648\u0631 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0642\u0628\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 Chat Completions \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0648\u0627\u0635\u0641\u0627\u062a \u0648\u062a\u0646\u0638\u064a\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0641\u064a \u0642\u0648\u0627\u0644\u0628 JSON \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0645\u0631\u0627\u062c\u0639\u0629.<\/li>\n\n<li>\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0641\u064a \u0627\u0644\u0642\u0648\u0627\u0644\u0628 \u0648\u0627\u0644\u0625\u0636\u0627\u0641\u0627\u062a: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0623\u0643\u0648\u0627\u062f PHP \u0648JavaScript \u0648\u0645\u0643\u0648\u0646\u0627\u062a \u0645\u062d\u0631\u0631 Gutenberg \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u0637\u0648\u064a\u0631.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u062c\u0627\u062d \u0647\u0630\u0627 \u0627\u0644\u0631\u0628\u0637 \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u0632\u0627\u0645\u0627 \u0635\u0627\u0631\u0645\u0627 \u0628\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629: \u0644\u0627 \u062a\u0648\u062c\u062f \u0625\u0636\u0627\u0641\u0629 \u062c\u0627\u0647\u0632\u0629\u060c \u0648\u0644\u0630\u0644\u0643 \u064a\u062c\u0628 \u0625\u0639\u062f\u0627\u062f \u062d\u0633\u0627\u0628 AWS \u0648\u0635\u0644\u0627\u062d\u064a\u0627\u062a IAM \u0648\u062d\u0641\u0638 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0641\u064a \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u062e\u0644\u0641\u064a \u0641\u0642\u0637 \u062f\u0648\u0646 \u0643\u0634\u0641\u0647\u0627 \u0623\u0628\u062f\u0627 \u0641\u064a \u0645\u062a\u0635\u0641\u062d \u0627\u0644\u0632\u0627\u0626\u0631\u060c \u0645\u0639 \u062a\u0641\u0639\u064a\u0644 \u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u062d\u0635\u0629 \u0630\u0627\u062a \u0627\u0644\u0645\u0636\u0627\u0639\u0641 \u0627\u0644\u0639\u0634\u0631\u064a \u0648\u0641\u0631\u0636 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u062f\u0627\u0626\u0645\u0627.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u062e\u0637\u0637 \u0644\u062f\u0645\u062c \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0641\u064a \u0645\u0648\u0642\u0639\u0643 \u0628\u0637\u0631\u064a\u0642\u0629 \u0622\u0645\u0646\u0629 \u0648\u0645\u0636\u0628\u0648\u0637\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u062e\u062f\u0645\u0627\u062a\u0646\u0627 \u0641\u064a <a href=\"https:\/\/heshamsaad.com\/ar\/wordpress-development\/\">\u062a\u0637\u0648\u064a\u0631 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633<\/a>\u060c \u0623\u0648 \u062d\u062c\u0632 <a href=\"https:\/\/heshamsaad.com\/ar\/free-consultation\/\">\u0627\u0633\u062a\u0634\u0627\u0631\u0629 \u0645\u062c\u0627\u0646\u064a\u0629<\/a> \u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0645\u0634\u0631\u0648\u0639\u0643 \u0648\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0623\u0646\u0633\u0628 \u0644\u0623\u0639\u0645\u0627\u0644\u0643.<\/p>\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n\n\n\n<div class=\"wp-block-wpseopress-faq-block-v2 is-layout-flow wp-block-wpseopress-faq-block-v2-is-layout-flow\">\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" id=\"faq-what\"><summary>\u0645\u0627 \u0647\u064a \u0646\u0633\u062e\u0629 Kimi K3.1 Pro \u0627\u0644\u062a\u064a \u0623\u062a\u0627\u062d\u062a\u0647\u0627 AWS \u0639\u0644\u0649 \u062e\u062f\u0645\u0629 Amazon Bedrock\u061f<\/summary>\n<p class=\"wp-block-paragraph\">\u0623\u062a\u0627\u062d\u062a AWS \u0646\u0633\u062e\u0629 Kimi K3.1 Pro Highspeed \u0645\u0646 \u0634\u0631\u0643\u0629 Moonshot AI \u0639\u0628\u0631 \u062e\u062f\u0645\u0629 Amazon Bedrock\u060c \u0648\u0647\u064a \u0646\u0633\u062e\u0629 \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0642\u062f\u064a\u0645 \u0633\u0631\u0639\u0629 \u0623\u0639\u0644\u0649 \u0641\u064a \u062a\u0648\u0644\u064a\u062f 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\u0628\u064a\u0626\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u062d\u0627\u0644\u064a\u0629.<\/p>\n<\/details>\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" id=\"faq-access\"><summary>\u0643\u064a\u0641 \u064a\u062a\u0645 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0631\u0645\u062c\u064a\u0627 \u0648\u0645\u0627 \u0647\u064a \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647\u0627 \u0639\u0644\u0649 Bedrock\u061f<\/summary>\n<p class=\"wp-block-paragraph\">\u064a\u062a\u0645 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0628\u0631 \u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 bedrock-runtime \u0641\u0642\u0637 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0644\u0641\u0627\u062a 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\u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0641\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u062a\u0631\u0641\u0636 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u0631\u0641\u0642\u0629 \u0645\u062b\u0644 \u0645\u0644\u0641\u0627\u062a PDF \u0648HTML.<\/p>\n<\/details>\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" id=\"faq-price\"><summary>\u0643\u064a\u0641 \u062a\u062d\u0633\u0628 \u062a\u0643\u0644\u0641\u0629 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 Amazon Bedrock \u0648\u0645\u0627 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u062a\u064a \u062a\u0631\u0641\u0639 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u061f<\/summary>\n<p class=\"wp-block-paragraph\">\u062a\u0639\u062a\u0645\u062f \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0639\u0644\u0649 \u0645\u0644\u0641 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class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" id=\"faq-mena\"><summary>\u0647\u0644 \u064a\u062f\u0639\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0625\u0642\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u0644\u064a\u0627 \u062f\u0627\u062e\u0644 \u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637 \u0639\u0644\u0649 AWS\u061f<\/summary>\n<p class=\"wp-block-paragraph\">\u0644\u0627 \u064a\u0648\u0641\u0631 Amazon Bedrock \u062e\u064a\u0627\u0631 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0645\u062d\u0644\u064a \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u0623\u0648 \u0645\u0644\u0641 \u062a\u0648\u062c\u064a\u0647 \u0625\u0642\u0644\u064a\u0645\u064a \u062e\u0627\u0635 \u0628\u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637 \u0623\u0648 \u0627\u0644\u0627\u062a\u062d\u0627\u062f 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href=\"https:\/\/platform.kimi.ai\/docs\/models\" rel=\"noopener\" target=\"_blank\">Moonshot AI Platform Documentation: Models<\/a><\/li>\n\n<li><a href=\"https:\/\/techcommunity.microsoft.com\/blog\/azure-ai-foundry-blog\/moonshot-ai%E2%80%99s-kimi-k3-1-pro-comes-to-microsoft-foundry\/4570292\" rel=\"noopener\" target=\"_blank\">Microsoft Foundry Blog: Moonshot AI&#8217;s Kimi K3.1 Pro comes to Microsoft Foundry<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u0623\u062a\u0627\u062d\u062a AWS \u0646\u0645\u0648\u0630\u062c Kimi K3.1 Pro \u0628\u0646\u0633\u062e\u0629 Highspeed \u0639\u0644\u0649 Amazon Bedrock \u0641\u064a 6 \u0646\u0648\u0641\u0645\u0628\u0631 2026. \u0645\u0639\u0631\u0641\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0639\u0627\u0628\u0631 \u0644\u0644\u0645\u0646\u0627\u0637\u0642 \u0648\u0645\u0627 \u064a\u0639\u0646\u064a\u0647 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