{"id":100548,"date":"2025-03-08T01:10:53","date_gmt":"2025-03-07T21:40:53","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/building-intelligent-agentic-applications-with-amazon-bedrock-and-nova-3oif\/"},"modified":"2025-03-08T01:10:53","modified_gmt":"2025-03-07T21:40:53","slug":"building-intelligent-agentic-applications-with-amazon-bedrock-and-nova-3oif","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/building-intelligent-agentic-applications-with-amazon-bedrock-and-nova-3oif\/","title":{"rendered":"\u0633\u0627\u062e\u062a\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0639\u0627\u0645\u0644 \u0647\u0648\u0634\u0645\u0646\u062f \u0628\u0627 \u0622\u0645\u0627\u0632\u0648\u0646 Bedrock \u0648 Nova"},"content":{"rendered":"<div data-article-id=\"2317713\" id=\"article-body\">\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div 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\u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u067e\u0627\u0633\u062e \u0633\u0631\u06cc\u0639 \u0633\u0631\u06cc\u0639<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/building-intelligent-agentic-applications-with-amazon-bedrock-and-nova-3oif\/#%D8%B9%D9%88%D8%A7%D9%85%D9%84_%D8%A8%D8%B3%D8%AA%D8%B1_%D8%A8%D9%84%D9%88%DA%A9_%D9%87%D8%A7%DB%8C_%D8%B3%D8%A7%D8%AE%D8%AA%D9%85%D8%A7%D9%86%DB%8C_%D9%88_%D9%85%D8%B9%D9%85%D8%A7%D8%B1%DB%8C\" >\u0639\u0648\u0627\u0645\u0644 \u0628\u0633\u062a\u0631: \u0628\u0644\u0648\u06a9 \u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0645\u0627\u0646\u06cc \u0648 \u0645\u0639\u0645\u0627\u0631\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" 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ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/building-intelligent-agentic-applications-with-amazon-bedrock-and-nova-3oif\/#%D8%A7%D9%84%DA%AF%D9%88%D9%87%D8%A7%DB%8C_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA%D9%87\" >\u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/building-intelligent-agentic-applications-with-amazon-bedrock-and-nova-3oif\/#%D8%A7%D9%85%D9%86%DB%8C%D8%AA_%D9%88_%DA%A9%D9%86%D8%AA%D8%B1%D9%84_%D8%AF%D8%B3%D8%AA%D8%B1%D8%B3%DB%8C\" >\u0627\u0645\u0646\u06cc\u062a \u0648 \u06a9\u0646\u062a\u0631\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/building-intelligent-agentic-applications-with-amazon-bedrock-and-nova-3oif\/#%D9%86%D8%AA%DB%8C%D8%AC%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C_%D8%A2%DB%8C%D9%86%D8%AF%D9%87_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87_%D9%87%D8%A7%DB%8C_%D8%B9%D8%A7%D9%85%D9%84_%D8%AF%D8%B1_AWS\" >\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc: \u0622\u06cc\u0646\u062f\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0639\u0627\u0645\u0644 \u062f\u0631 AWS<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B9%D9%85%D8%A7%D8%B1%DB%8C_AI_%D8%B9%D8%A7%D9%85%D9%84_AI_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\n<p>  \u0645\u0639\u0645\u0627\u0631\u06cc AI \u0639\u0627\u0645\u0644 AI \u0686\u06cc\u0633\u062a\u061f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0646 \u0648\u0642\u062a \u0634\u0645\u0627 \u0631\u0627 \u0628\u0627 \u06cc\u06a9 \u0645\u0639\u0631\u0641\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc \u0648 \u06a9\u0631\u06a9\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0686\u06af\u0648\u0646\u06af\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062c\u0647\u0627\u0646 \u062a\u0644\u0641 \u0646\u0645\u06cc \u06a9\u0646\u0645. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0628\u0647 \u0627\u06cc\u0646 \u0646\u06a9\u062a\u0647 \u0631\u0633\u06cc\u062f\u06cc\u0645: \u0645\u0639\u0645\u0627\u0631\u06cc \u0647\u0627\u06cc Aticic AI \u0627\u0633\u0627\u0633\u0627\u064b \u0628\u0627 \u0627\u0644\u06af\u0648\u06cc \u067e\u0627\u0633\u062e \u0633\u0631\u06cc\u0639 \u06a9\u0647 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0628\u0627 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u0645\u062a\u0641\u0627\u0648\u062a \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u062f\u0631 \u06cc\u06a9 \u0645\u0639\u0645\u0627\u0631\u06cc \u0639\u0627\u0645\u0644 \u060c AI \u0641\u0642\u0637 \u067e\u0627\u0633\u062e\u06cc \u0628\u0647 \u0648\u0631\u0648\u062f\u06cc \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u0646\u0645\u06cc \u062f\u0647\u062f. \u062f\u0631 \u0639\u0648\u0636 \u060c \u0627\u06cc\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u062e\u0648\u062f\u0645\u062e\u062a\u0627\u0631 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0648\u0638\u0627\u06cc\u0641 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0645\u0631\u0627\u062d\u0644 \u0645\u06cc \u0627\u0646\u062f\u0627\u0632\u062f \u060c \u0628\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628 \u060c \u0622\u0646 \u0645\u0631\u0627\u062d\u0644 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f \u0648 \u0627\u0632 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Nova Model \u0627\u0631\u0627\u0626\u0647 AWS \u062f\u0631 \u0627\u06cc\u0646 \u0641\u0636\u0627 \u0647\u0633\u062a\u0646\u062f. Bedrock \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0634\u062f\u0647 \u0648 \u0627\u0631\u06a9\u0633\u062a\u0631\u0627\u0633\u06cc\u0648\u0646 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f \u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0645\u062f\u0644 \u0647\u0627\u06cc NOVA \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0647\u0648\u0634 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0686\u06af\u0648\u0646\u06af\u06cc \u0647\u0645\u06a9\u0627\u0631\u06cc \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627 \u060c \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0645\u0639\u0645\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0639\u0627\u0645\u0644 \u0648 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0639\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0646 \u0622\u0646\u0647\u0627 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u060c \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u0645.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AF%D8%B1%DA%A9_%D8%A8%D8%B3%D8%AA%D8%B1_%D8%A2%D9%85%D8%A7%D8%B2%D9%88%D9%86_%D9%88_%D8%AE%D8%A7%D9%86%D9%88%D8%A7%D8%AF%D9%87_%D9%85%D8%AF%D9%84_%D9%86%D9%88%D8%A7\"><\/span>\n<p>  \u062f\u0631\u06a9 \u0628\u0633\u062a\u0631 \u0622\u0645\u0627\u0632\u0648\u0646 \u0648 \u062e\u0627\u0646\u0648\u0627\u062f\u0647 \u0645\u062f\u0644 \u0646\u0648\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0622\u0645\u0627\u0632\u0648\u0646 Bedrock \u062e\u062f\u0645\u0627\u062a \u06a9\u0627\u0645\u0644\u0627\u064b \u0645\u062f\u06cc\u0631\u06cc\u062a \u0634\u062f\u0647 AWS \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc AI \u062a\u0648\u0644\u06cc\u062f\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06cc\u06a9 API \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f \u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0641\u0642\u0637 \u06cc\u06a9 \u062f\u0631\u0648\u0627\u0632\u0647 \u0645\u062f\u0644 \u0646\u06cc\u0633\u062a \u060c \u0628\u0644\u06a9\u0647 \u06cc\u06a9 \u0628\u0633\u062a\u0631 \u062c\u0627\u0645\u0639 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u060c \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc AI \u0628\u062f\u0648\u0646 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0627\u0633\u062a.<\/p>\n<p>\u062e\u0627\u0646\u0648\u0627\u062f\u0647 \u0622\u0645\u0627\u0632\u0648\u0646 \u0646\u0648\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f AWS \u0627\u0633\u062a \u06a9\u0647 \u0686\u0646\u062f\u06cc\u0646 \u0646\u0648\u0639 \u0628\u0631\u0627\u06cc \u0645\u0648\u0627\u0631\u062f \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0647\u06cc\u0646\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<div class=\"table-wrapper-paragraph\">\n<table>\n<thead>\n<tr>\n<th>\u0645\u062f\u0644<\/th>\n<th>\u0646\u0648\u0639<\/th>\n<th>\u067e\u0646\u062c\u0631\u0647 \u0645\u062a\u0646<\/th>\n<th>\u0645\u0648\u0644\u062a\u06cc \u0645\u062f\u0627\u0644\u061f<\/th>\n<th>\u0628\u0647\u062a\u0631\u06cc\u0646 \u0628\u0631\u0627\u06cc<\/th>\n<th>\u0642\u06cc\u0645\u062a \u06af\u0630\u0627\u0631\u06cc<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0645\u06cc\u06a9\u0631\u0648 \u062c\u062f\u06cc\u062f<\/td>\n<td>\u0641\u0642\u0637 \u0645\u062a\u0646<\/td>\n<td>32k \u0646\u0634\u0627\u0646\u0647<\/td>\n<td>\u0647\u06cc\u0686<\/td>\n<td>\u06a9\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u060c \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u060c \u062d\u062c\u0645 \u0628\u0627\u0644\u0627<\/td>\n<td>$ 0.000035\/1k \u0646\u0634\u0627\u0646\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u060c 0.00014 \u062f\u0644\u0627\u0631\/1K \u062a\u0648\u06a9\u0646 \u062e\u0631\u0648\u062c\u06cc<\/td>\n<\/tr>\n<tr>\n<td>lite \u062c\u062f\u06cc\u062f<\/td>\n<td>\u0686\u0646\u062f \u0642\u0633\u0645\u062a<\/td>\n<td>\u0646\u0634\u0627\u0646\u0647 \u0647\u0627\u06cc 128K<\/td>\n<td>\u0628\u0644\u0647 (\u0645\u062a\u0646 \u060c \u062a\u0635\u0648\u06cc\u0631 \u060c \u0641\u06cc\u0644\u0645)<\/td>\n<td>\u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062a\u0639\u0627\u062f\u0644 \u060c \u06a9\u0627\u0631\u0647\u0627\u06cc \u0645\u0639\u0645\u0648\u0644 \u0639\u0627\u0645\u0644<\/td>\n<td>0.00006 \u062f\u0644\u0627\u0631\/1k \u0646\u0634\u0627\u0646\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u060c 0.00024 \u062f\u0644\u0627\u0631\/1k \u062a\u0648\u06a9\u0646 \u062e\u0631\u0648\u062c\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u0637\u0631\u0641\u062f\u0627\u0631 \u062c\u062f\u06cc\u062f<\/td>\n<td>\u0686\u0646\u062f \u0642\u0633\u0645\u062a<\/td>\n<td>\u062d\u062f\u0627\u06a9\u062b\u0631 300k \u0646\u0634\u0627\u0646\u0647<\/td>\n<td>\u0628\u0644\u0647 (\u0645\u062a\u0646 \u060c \u062a\u0635\u0648\u06cc\u0631 \u060c \u0641\u06cc\u0644\u0645)<\/td>\n<td>\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u060c \u0639\u0648\u0627\u0645\u0644 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/td>\n<td>$ 0.0008\/1k \u0646\u0634\u0627\u0646\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u060c 0.0032 \u062f\u0644\u0627\u0631\/1K \u062a\u0648\u06a9\u0646 \u062e\u0631\u0648\u062c\u06cc<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u0686\u0647 \u0686\u06cc\u0632\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0648\u06cc\u0698\u0647 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0639\u0627\u0645\u0644 \u0645\u0646\u0627\u0633\u0628 \u0645\u06cc \u06a9\u0646\u062f\u061f \u0627\u0648\u0644 \u060c \u0622\u0646\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0645\u0627\u0633 \u0628\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u06cc\u0646\u0647 \u0634\u062f\u0647 \u0627\u0646\u062f: \u0627\u0645\u06a9\u0627\u0646 \u062e\u0631\u0648\u062c\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627\u06cc JSON \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc. \u062f\u0648\u0645 \u060c \u0622\u0646 \u067e\u0646\u062c\u0631\u0647 \u0647\u0627\u06cc \u0632\u0645\u06cc\u0646\u0647 \u0628\u0632\u0631\u06af \u0628\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u06af\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u0646\u062f \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0645\u06a9\u0627\u0644\u0645\u0647 \u06af\u0633\u062a\u0631\u062f\u0647 \u0648 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0631\u0627 \u062d\u0641\u0638 \u06a9\u0646\u0646\u062f. \u0633\u0648\u0645 \u060c \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0686\u0646\u062f \u0645\u062f\u0644\u06cc (\u062f\u0631 Lite \u0648 Pro) \u0628\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u06af\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 \u0641\u06cc\u0644\u0645 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u06a9\u0646\u0627\u0631 \u0645\u062a\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u0646\u062f.<\/p>\n<p>\u062f\u0631 \u0632\u06cc\u0631 \u06a9\u0627\u067e\u0648\u062a \u060c \u0645\u0642\u06cc\u0627\u0633 \u0647\u0627\u06cc \u0628\u0633\u062a\u0631 \u0645\u0646\u0627\u0628\u0639 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062a\u0642\u0627\u0636\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0634\u0645\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0646\u0627\u06af\u0647\u0627\u0646\u06cc \u0628\u0627 \u0633\u0646\u0628\u0644\u0647 \u062a\u0631\u0627\u0641\u06cc\u06a9\u06cc \u0628\u0631\u062e\u0648\u0631\u062f \u0645\u06cc \u06a9\u0646\u062f \u060c AWS \u0645\u0646\u0627\u0628\u0639 \u0627\u0636\u0627\u0641\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062d\u0641\u0638 \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f. \u0647\u06cc\u0686 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u06cc \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0634\u0645\u0627 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f \u060c \u0641\u0642\u0637 API \u0647\u0627 \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B9%D9%85%D8%A7%D8%B1%DB%8C_%D8%B9%D8%A7%D9%85%D9%84_%D9%81%D8%B1%D8%A7%D8%AA%D8%B1_%D8%A7%D8%B2_%D8%B3%DB%8C%D8%B3%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%D9%BE%D8%A7%D8%B3%D8%AE_%D8%B3%D8%B1%DB%8C%D8%B9_%D8%B3%D8%B1%DB%8C%D8%B9\"><\/span>\n<p>  \u0645\u0639\u0645\u0627\u0631\u06cc \u0639\u0627\u0645\u0644: \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u067e\u0627\u0633\u062e \u0633\u0631\u06cc\u0639 \u0633\u0631\u06cc\u0639<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062f\u0642\u06cc\u0642\u0627\u064b \u0686\u0647 \u0686\u06cc\u0632\u06cc \u0645\u0639\u0645\u0627\u0631\u06cc \u0647\u0627\u06cc \u0639\u0627\u0645\u0644 \u0631\u0627 \u0628\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0645\u0639\u0645\u0648\u0644\u06cc LLM \u0645\u062a\u0641\u0627\u0648\u062a \u0645\u06cc \u06a9\u0646\u062f\u061f \u0628\u06af\u0630\u0627\u0631\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0628\u0627 \u06cc\u06a9 \u0642\u06cc\u0627\u0633 \u0639\u0645\u0644\u06cc \u062a\u062c\u0632\u06cc\u0647 \u06a9\u0646\u0645.<\/p>\n<p>\u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0646\u062a\u06cc LLM \u0645\u0627\u0646\u0646\u062f \u0633\u0624\u0627\u0644 \u0627\u0632 \u0634\u062e\u0635\u06cc \u062f\u0631 \u06cc\u06a9 \u0645\u06cc\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0633\u062a: \u0634\u0645\u0627 \u0627\u0646\u062a\u0638\u0627\u0631 \u062f\u0627\u0631\u06cc\u062f \u06a9\u0647 \u0622\u0646\u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0622\u0646\u0686\u0647 \u0645\u06cc \u062f\u0627\u0646\u0646\u062f \u067e\u0627\u0633\u062e \u062f\u0647\u0646\u062f \u060c \u0627\u0645\u0627 \u0622\u0646\u0647\u0627 \u0645\u06cc\u0632 \u062e\u0648\u062f \u0631\u0627 \u062a\u0631\u06a9 \u0646\u0645\u06cc \u06a9\u0646\u0646\u062f \u062a\u0627 \u06a9\u0627\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u0646\u062f. \u06cc\u06a9 \u0645\u0639\u0645\u0627\u0631\u06cc \u0639\u0627\u0645\u0644 \u0628\u06cc\u0634\u062a\u0631 \u0634\u0628\u06cc\u0647 \u0628\u0647 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0634\u062e\u0635\u06cc \u0627\u0633\u062a: \u0622\u0646\u0647\u0627 \u0646\u0647 \u062a\u0646\u0647\u0627 \u0628\u0647 \u0633\u0624\u0627\u0644\u0627\u062a \u0634\u0645\u0627 \u067e\u0627\u0633\u062e \u0645\u06cc \u062f\u0647\u0646\u062f \u060c \u0628\u0644\u06a9\u0647 \u062a\u0645\u0627\u0633 \u062a\u0644\u0641\u0646\u06cc \u0646\u06cc\u0632 \u0628\u0631\u0642\u0631\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f \u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u062c\u0633\u062a\u062c\u0648 \u0645\u06cc \u06a9\u0646\u0646\u062f 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\u0627\u06cc\u0646 \u0639\u0645\u0644 \u0631\u0627 \u0628\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631\/API \u062e\u0627\u0631\u062c\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f<\/p>\n<\/li>\n<li>\n<p>\u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f: \u0646\u062a\u06cc\u062c\u0647 \u0622\u0646 \u0639\u0645\u0644 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u06a9\u0646\u062f<\/p>\n<\/li>\n<li>\n<p>\u062d\u0644\u0642\u0647: \u0628\u0631 \u0627\u0633\u0627\u0633 \u0622\u0646\u0686\u0647 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0631\u062f \u060c \u062f\u0648\u0628\u0627\u0631\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u062f\u0644\u0627\u06cc\u0644 \u062f\u0627\u0631\u062f<\/p>\n<\/li>\n<\/ol>\n<p>\u0627\u06cc\u0646 \u0686\u0631\u062e\u0647 \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0646\u062f \u06a9\u0627\u0631 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a \u0627\u062f\u0627\u0645\u0647 \u0645\u06cc \u06cc\u0627\u0628\u062f. \u0627\u06cc\u0646 \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0646\u062d\u0648\u0647 \u0646\u0632\u062f\u06cc\u06a9 \u0634\u062f\u0646 \u0628\u0647 \u06cc\u06a9 \u06a9\u0627\u0631 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u0633\u062a: \u0634\u0645\u0627 \u0645\u0634\u06a9\u0644\u0627\u062a \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u062c\u0647\u0634 \u062d\u0644 \u0646\u0645\u06cc \u06a9\u0646\u06cc\u062f \u060c \u0627\u0645\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u0633\u0631\u06cc \u0645\u0631\u0627\u062d\u0644 \u060c \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0628\u0639\u062f \u0627\u0632 \u0647\u0631 \u06cc\u06a9.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0646\u062d\u0648\u0647 \u062a\u0631\u062c\u0645\u0647 \u0627\u06cc\u0646 \u0628\u0647 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0647\u0627\u06cc AWS \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0634\u0645\u0627 \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u0631\u0627 \u062f\u0631 \u0628\u0633\u062a\u0631 \u0645\u06cc \u0633\u0627\u0632\u06cc\u062f \u060c \u062f\u0631 \u0627\u0635\u0644 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0686\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc (AWS \u0627\u06cc\u0646 &#8220;\u06af\u0631\u0648\u0647 \u0647\u0627\u06cc \u0627\u06a9\u0634\u0646&#8221; \u0631\u0627 \u0645\u06cc \u0646\u0627\u0645\u062f) \u06a9\u0647 \u0639\u0627\u0645\u0644 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f \u060c \u0686\u0647 \u0645\u0646\u0627\u0628\u0639 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\u0645\u062d\u0627\u0633\u0628\u0647 \u06af\u0631\u0627\u0646 \u062a\u0631 \u0647\u0633\u062a\u0646\u062f. \u0634\u0645\u0627 \u062f\u0631 \u062d\u0627\u0644 \u067e\u0631\u062f\u0627\u062e\u062a \u0645\u0631\u0627\u062d\u0644 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0636\u0627\u0641\u06cc \u0648 \u062a\u0645\u0627\u0633 \u0647\u0627\u06cc API \u0647\u0633\u062a\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u067e\u0634\u062a \u0635\u062d\u0646\u0647 \u0627\u062a\u0641\u0627\u0642 \u0645\u06cc \u0627\u0641\u062a\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%B9%D9%88%D8%A7%D9%85%D9%84_%D8%A8%D8%B3%D8%AA%D8%B1_%D8%A8%D9%84%D9%88%DA%A9_%D9%87%D8%A7%DB%8C_%D8%B3%D8%A7%D8%AE%D8%AA%D9%85%D8%A7%D9%86%DB%8C_%D9%88_%D9%85%D8%B9%D9%85%D8%A7%D8%B1%DB%8C\"><\/span>\n<p>  \u0639\u0648\u0627\u0645\u0644 \u0628\u0633\u062a\u0631: \u0628\u0644\u0648\u06a9 \u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0645\u0627\u0646\u06cc \u0648 \u0645\u0639\u0645\u0627\u0631\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06cc\u06a9 \u0639\u0627\u0645\u0644 \u0628\u0633\u062a\u0631 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0645\u0624\u0644\u0641\u0647 \u06a9\u0644\u06cc\u062f\u06cc \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p>\u062f\u0631 <strong>\u0645\u062f\u0644 \u067e\u0627\u06cc\u0647<\/strong> \u0645\u063a\u0632 \u0639\u0627\u0645\u0644 \u0634\u0645\u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u0639\u0648\u0627\u0645\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u060c Amazon Nova Pro \u0628\u0647 \u0637\u0648\u0631 \u0645\u0639\u0645\u0648\u0644 \u0628\u0627 \u067e\u0646\u062c\u0631\u0647 \u0632\u0645\u06cc\u0646\u0647 300K Token Token \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0686\u0646\u062f \u062d\u0627\u0644\u062a\u0647 \u062e\u0648\u062f \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u062a\u0631 \u06cc\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0628\u0647 \u0647\u0632\u06cc\u0646\u0647 \u060c Nova Lite (\u062a\u0648\u06a9\u0646 128K) \u06cc\u0627 \u062d\u062a\u06cc Nova Micro (\u0646\u0634\u0627\u0646\u0647 \u0647\u0627\u06cc 32K) \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06a9\u0627\u0641\u06cc \u0628\u0627\u0634\u062f.<\/p>\n<p>\u062f\u0631 <strong>\u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644<\/strong> \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0634\u0645\u0627 \u0686\u0647 \u06a9\u0627\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f. \u0627\u06cc\u0646 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u062b\u0631\u06cc \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a \u06a9\u0647 \u0631\u0641\u062a\u0627\u0631 \u0639\u0627\u0645\u0644 \u0631\u0627 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc\u06cc \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight javascript\"><code><span class=\"nx\">You<\/span> <span class=\"nx\">are<\/span> <span class=\"nx\">a<\/span> <span class=\"nx\">travel<\/span> <span class=\"nx\">planning<\/span> <span class=\"nx\">assistant<\/span><span class=\"p\">.<\/span> <span class=\"nx\">Your<\/span> <span class=\"nx\">job<\/span> <span class=\"nx\">is<\/span> <span class=\"nx\">to<\/span> <span class=\"nx\">help<\/span> <span class=\"nx\">users<\/span> <span class=\"nx\">find<\/span> <span class=\"nx\">flights<\/span><span class=\"p\">,<\/span> <span class=\"nx\">accommodations<\/span><span class=\"p\">,<\/span> <span class=\"nx\">and<\/span> <span class=\"nx\">plan<\/span> <span class=\"nx\">itineraries<\/span><span class=\"p\">.<\/span> <span class=\"nx\">You<\/span> <span class=\"nx\">have<\/span> <span class=\"nx\">access<\/span> <span class=\"nx\">to<\/span> <span class=\"nx\">flight<\/span> <span class=\"nx\">search<\/span> <span class=\"nx\">APIs<\/span><span class=\"p\">,<\/span> <span class=\"nx\">hotel<\/span> <span class=\"nx\">databases<\/span><span class=\"p\">,<\/span> <span class=\"nx\">and<\/span> <span class=\"nx\">weather<\/span> <span class=\"nx\">forecasts<\/span><span class=\"p\">.<\/span> <span class=\"nx\">Always<\/span> <span class=\"nx\">confirm<\/span> <span class=\"nx\">dates<\/span> <span class=\"nx\">and<\/span> <span class=\"nx\">locations<\/span> <span class=\"nx\">before<\/span> <span class=\"nx\">making<\/span> <span class=\"nx\">any<\/span> <span class=\"nx\">bookings<\/span><span class=\"p\">.<\/span> <span class=\"nx\">If<\/span> <span class=\"nx\">the<\/span> <span class=\"nx\">user<\/span><span class=\"dl\">'<\/span><span class=\"s1\">s request is ambiguous, ask clarifying questions.\n<\/span><\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><strong>\u06af\u0631\u0648\u0647\u0647\u0627\u06cc \u0639\u0645\u0644<\/strong> (\u0622\u0646\u0686\u0647 \u0633\u0627\u06cc\u0631 \u0686\u0627\u0631\u0686\u0648\u0628\u0647\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a &#8220;\u0627\u0628\u0632\u0627\u0631\u0647\u0627&#8221; \u0628\u0646\u0627\u0645\u0646\u062f) \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0634\u0645\u0627 \u062f\u0631 \u062c\u0647\u0627\u0646 \u0686\u0647 \u06a9\u0627\u0631\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f. \u0647\u0631 \u06af\u0631\u0648\u0647 \u0627\u06a9\u0634\u0646 \u0634\u0627\u0645\u0644:<\/p>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u06cc\u06a9 \u0639\u0645\u0644 \u062c\u0633\u062a\u062c\u0648\u06cc \u067e\u0631\u0648\u0627\u0632 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0627 \u0627\u06cc\u0646 \u0637\u0631\u062d \u062a\u0639\u0631\u06cc\u0641 \u0634\u0648\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight yaml\"><code><span class=\"na\">openapi<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">3.0.0\"<\/span>\n<span class=\"na\">info<\/span><span class=\"pi\">:<\/span>\n  <span class=\"na\">title<\/span><span class=\"pi\">:<\/span> <span class=\"s\">FlightSearchAPI<\/span>\n  <span class=\"na\">version<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">1.0\"<\/span>\n<span class=\"na\">paths<\/span><span class=\"pi\">:<\/span>\n  <span class=\"na\">\/flights\/search<\/span><span class=\"pi\">:<\/span>\n    <span class=\"na\">get<\/span><span class=\"pi\">:<\/span>\n      <span class=\"na\">summary<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Search for flights<\/span>\n      <span class=\"na\">description<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Finds available flights between origin and destination on specified dates.<\/span>\n      <span class=\"na\">parameters<\/span><span class=\"pi\">:<\/span>\n        <span class=\"pi\">-<\/span> <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">origin<\/span>\n          <span class=\"na\">in<\/span><span class=\"pi\">:<\/span> <span class=\"s\">query<\/span>\n          <span class=\"na\">required<\/span><span class=\"pi\">:<\/span> <span class=\"kc\">true<\/span>\n          <span class=\"na\">schema<\/span><span class=\"pi\">:<\/span>\n            <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">string<\/span>\n          <span class=\"na\">description<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Origin airport code (e.g., \"JFK\")<\/span>\n        <span class=\"pi\">-<\/span> <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">destination<\/span>\n          <span class=\"na\">in<\/span><span class=\"pi\">:<\/span> <span class=\"s\">query<\/span>\n          <span class=\"na\">required<\/span><span class=\"pi\">:<\/span> <span class=\"kc\">true<\/span>\n          <span class=\"na\">schema<\/span><span class=\"pi\">:<\/span>\n            <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">string<\/span>\n          <span class=\"na\">description<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Destination airport code (e.g., \"LAX\")<\/span>\n        <span class=\"pi\">-<\/span> <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">departDate<\/span>\n          <span class=\"na\">in<\/span><span class=\"pi\">:<\/span> <span class=\"s\">query<\/span>\n          <span class=\"na\">required<\/span><span class=\"pi\">:<\/span> <span class=\"kc\">true<\/span>\n          <span class=\"na\">schema<\/span><span class=\"pi\">:<\/span>\n            <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">string<\/span>\n          <span class=\"na\">description<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Departure date (YYYY-MM-DD)<\/span>\n        <span class=\"pi\">-<\/span> <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">returnDate<\/span>\n          <span class=\"na\">in<\/span><span class=\"pi\">:<\/span> <span class=\"s\">query<\/span>\n          <span class=\"na\">required<\/span><span class=\"pi\">:<\/span> <span class=\"kc\">false<\/span>\n          <span class=\"na\">schema<\/span><span class=\"pi\">:<\/span>\n            <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">string<\/span>\n          <span class=\"na\">description<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Return date for round trip (YYYY-MM-DD)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0648 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0644\u0627\u0645\u0628\u062f\u0627 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0622\u0646:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"k\">def<\/span> <span class=\"nf\">lambda_handler<\/span><span class=\"p\">(<\/span><span class=\"n\">event<\/span><span class=\"p\">,<\/span> <span class=\"n\">context<\/span><span class=\"p\">):<\/span>\n    <span class=\"c1\"># Extract parameters from the event\n<\/span>    <span class=\"n\">params<\/span> <span class=\"o\">=<\/span> <span class=\"n\">event<\/span><span class=\"p\">.<\/span><span class=\"nf\">get<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">parameters<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"p\">{})<\/span>\n    <span class=\"n\">origin<\/span> <span class=\"o\">=<\/span> <span class=\"n\">params<\/span><span class=\"p\">.<\/span><span class=\"nf\">get<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">origin<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">destination<\/span> <span class=\"o\">=<\/span> <span class=\"n\">params<\/span><span class=\"p\">.<\/span><span class=\"nf\">get<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">destination<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">depart_date<\/span> <span class=\"o\">=<\/span> <span class=\"n\">params<\/span><span class=\"p\">.<\/span><span class=\"nf\">get<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">departDate<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">return_date<\/span> <span class=\"o\">=<\/span> <span class=\"n\">params<\/span><span class=\"p\">.<\/span><span class=\"nf\">get<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">returnDate<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n\n    <span class=\"c1\"># In a real implementation, you'd call your flight API\n<\/span>    <span class=\"c1\"># For this example, we'll return mock data\n<\/span>    <span class=\"n\">flights<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span>\n        <span class=\"p\">{<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">airline<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">Oceanic Airlines<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">flightNumber<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">OA815<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">departureTime<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">08:15<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">arrivalTime<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">11:30<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">price<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">299.99<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">currency<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">USD<\/span><span class=\"sh\">\"<\/span>\n        <span class=\"p\">},<\/span>\n        <span class=\"p\">{<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">airline<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">United Airlines<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">flightNumber<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">UA456<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">departureTime<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">13:45<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">arrivalTime<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">17:00<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">price<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">349.99<\/span><span class=\"p\">,<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">currency<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">USD<\/span><span class=\"sh\">\"<\/span>\n        <span class=\"p\">}<\/span>\n    <span class=\"p\">]<\/span>\n\n    <span class=\"k\">return<\/span> <span class=\"p\">{<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">flights<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">flights<\/span><span class=\"p\">,<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">origin<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">origin<\/span><span class=\"p\">,<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">destination<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">destination<\/span><span class=\"p\">,<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">departDate<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">depart_date<\/span><span class=\"p\">,<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">returnDate<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">return_date<\/span>\n    <span class=\"p\">}<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc <strong>\u067e\u0627\u06cc\u0647 \u0647\u0627\u06cc \u062f\u0627\u0646\u0634<\/strong> \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc \u0648\u0635\u0644 \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646\u0647\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0631\u0628\u0648\u0637\u0647 \u062f\u0631 \u0645\u0646\u0627\u0628\u0639 \u062f\u0627\u062f\u0647 \u062e\u0648\u062f \u060c \u0627\u0632 \u062a\u0639\u0628\u06cc\u0647 \u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f (\u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0639\u0645\u0648\u0644 \u0628\u0627 \u062a\u0639\u0628\u06cc\u0647 \u0622\u0645\u0627\u0632\u0648\u0646 \u062a\u0627\u06cc\u062a\u0627\u0646 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u0646\u062f). \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u0627\u06af\u0631 \u0634\u0645\u0627 \u06cc\u06a9 \u062f\u0627\u0646\u0634 \u062f\u0627\u0646\u0634 \u0627\u0632 \u0631\u0627\u0647\u0646\u0645\u0627\u0647\u0627\u06cc \u0645\u0633\u0627\u0641\u0631\u062a\u06cc \u062f\u0627\u0631\u06cc\u062f \u0648 \u06a9\u0627\u0631\u0628\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f &#8220;\u06a9\u0627\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u062f\u0631 \u0628\u0627\u0631\u0633\u0644\u0648\u0646\u0627 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f&#8221; \u0633\u0624\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f \u060c \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0628\u0627\u0631\u0633\u0644\u0648\u0646\u0627 \u0631\u0627 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0648 \u0627\u0631\u062c\u0627\u0639 \u062f\u0647\u062f.<\/p>\n<p><strong>\u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0633\u0631\u06cc\u0639<\/strong> \u0646\u062d\u0648\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u062f\u0631 \u0645\u0631\u0627\u062d\u0644 \u0645\u062e\u062a\u0644\u0641 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0646\u06cc\u062f. \u0686\u0647\u0627\u0631 \u0627\u0644\u06af\u0648\u06cc \u0627\u0635\u0644\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/p>\n<ul>\n<li>\n<p>\u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 (\u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0648\u0631\u0648\u062f\u06cc \u06a9\u0627\u0631\u0628\u0631)<\/p>\n<\/li>\n<li>\n<p>\u0627\u0631\u06a9\u0633\u062a\u0631 (\u0631\u0627\u0646\u0646\u062f\u06af\u06cc \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc)<\/p>\n<\/li>\n<li>\n<p>\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634 (\u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0631\u0633\u06cc\u062f\u06af\u06cc)<\/p>\n<\/li>\n<li>\n<p>\u067e\u0633 \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 (\u067e\u0627\u0644\u0627\u06cc\u0634 \u062c\u0648\u0627\u0628 \u0646\u0647\u0627\u06cc\u06cc)<\/p>\n<\/li>\n<\/ul>\n<p>\u0642\u062f\u0631\u062a \u0639\u0648\u0627\u0645\u0644 \u0628\u0633\u062a\u0631 \u062f\u0631 \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u06cc\u0646 \u0645\u0624\u0644\u0641\u0647 \u0647\u0627 \u0646\u0647\u0641\u062a\u0647 \u0627\u0633\u062a. \u0648\u0642\u062a\u06cc \u06a9\u0627\u0631\u0628\u0631 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f \u060c \u0646\u0645\u0627\u06cc\u0646\u062f\u0647:<\/p>\n<ol>\n<li>\n<p>\u0648\u0631\u0648\u062f\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u06a9\u0646\u062f<\/p>\n<\/li>\n<li>\n<p>\u0648\u0627\u0631\u062f \u06cc\u06a9 \u062d\u0644\u0642\u0647 \u0627\u0631\u06a9\u0633\u062a\u0631\u0627\u0633\u06cc\u0648\u0646 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u06a9\u0631\u0631:<\/p>\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>* Decides what to do next (answer directly or use a tool)\n\n* If using a tool, calls the corresponding Lambda\n\n* Processes the result and decides on next steps\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<ol>\n<li>\u067e\u0633 \u0627\u0632 \u0627\u062a\u0645\u0627\u0645 \u06a9\u0627\u0631 \u060c \u067e\u0627\u0633\u062e \u0646\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f<\/li>\n<\/ol>\n<p>\u0647\u0645\u0647 \u0627\u06cc\u0646\u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u062a\u0641\u0627\u0642 \u0645\u06cc \u0627\u0641\u062a\u062f \u060c \u06a9\u062f \u0634\u0645\u0627 \u0641\u0642\u0637 \u062a\u0645\u0627\u0633 \u0645\u06cc \u06af\u06cc\u0631\u062f <code>invoke_agent<\/code>\u0648 \u0628\u0633\u062a\u0631 \u060c \u0627\u0631\u06a9\u0633\u062a\u0631\u0627\u0633\u06cc\u0648\u0646 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062f\u0631 \u067e\u0634\u062a \u0635\u062d\u0646\u0647 \u0631\u0627 \u06a9\u0646\u062a\u0631\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<hr\/>\n<p>\u0627\u0632 \u06a9\u067e\u06cc \u06a9\u0631\u062f\u0646 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0627\u0628\u0631\u06cc \u0645\u062a\u0648\u0642\u0641 \u0634\u0648\u06cc\u062f \u060c \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f <strong>\u062f\u0631\u06a9<\/strong> \u0622\u0646\u0647\u0627 \u0628\u0627 \u062e\u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062f\u0647 AWS \u060c \u0628\u0647 \u0628\u06cc\u0634 \u0627\u0632 45\u060c000 devs \u060c \u0641\u0646\u0627\u0648\u0631\u06cc \u0648 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0627\u0628\u0631\u06cc \u0631\u0627 \u0645\u0639\u0645\u0627\u0631 \u06a9\u0646\u0646\u062f \u060c \u0646\u0647 \u0627\u0645\u062a\u062d\u0627\u0646\u0627\u062a \u0631\u0627 \u062a\u0635\u0648\u06cc\u0628 \u06a9\u0646\u0646\u062f.<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%D8%A7%DB%8C%DA%AF%D8%A7%D9%87_%D9%87%D8%A7%DB%8C_%D8%AF%D8%A7%D9%86%D8%B4_%D9%88_%D9%86%D8%B3%D9%84_%D8%A8%D8%A7%D8%B2%DB%8C%D8%A7%D8%A8%DB%8C\"><\/span>\n<p>  \u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627\u06cc \u062f\u0627\u0646\u0634 \u0648 \u0646\u0633\u0644 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0639\u0648\u0627\u0645\u0644 \u0628\u0633\u062a\u0631 \u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0622\u0646\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0634\u0645\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627\u06cc \u062f\u0627\u0646\u0634 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u062f\u063a\u0627\u0645 \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0646\u0633\u0644 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc (RAG) \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0634\u0648\u062f \u060c \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u067e\u0627\u0633\u062e \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0627\u0633\u0646\u0627\u062f \u062e\u0627\u0635 \u06cc\u0627 \u0645\u0646\u0627\u0628\u0639 \u062f\u0627\u062f\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p>\u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634 \u0633\u0647 \u0645\u0631\u062d\u0644\u0647 \u0631\u0627 \u0634\u0627\u0645\u0644 \u0645\u06cc \u0634\u0648\u062f:<\/p>\n<ol>\n<li>\n<p>\u0645\u0646\u0628\u0639 \u062f\u0627\u062f\u0647 \u062e\u0648\u062f \u0631\u0627 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0633\u0646\u0627\u062f \u062f\u0631 S3 \u060c \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u06cc\u0627 \u0645\u062e\u0632\u0646 \u062f\u06cc\u06af\u0631 \u0628\u0627\u0634\u062f. Bedrock \u0627\u0632 \u0642\u0627\u0644\u0628 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0641\u0627\u06cc\u0644 \u0627\u0632 \u062c\u0645\u0644\u0647 PDF \u060c Docs Word \u060c Files Text \u060c HTML \u0648 \u0645\u0648\u0627\u0631\u062f \u062f\u06cc\u06af\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p>\u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u067e\u0627\u06cc\u0647 \u062f\u0627\u0646\u0634 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u060c \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u062f:<\/p>\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>* The data source (e.g., an S3 bucket)\n\n* An embedding model (e.g., Amazon Titan Embeddings)\n\n* Chunk size and overlap for document splitting\n\n* Metadata options for filtering\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<ol>\n<li>\u067e\u0627\u06cc\u06af\u0627\u0647 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\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0633\u0627\u06cc\u0631 \u062e\u062f\u0645\u0627\u062a AWS \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f \u060c \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0647\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u062e\u0627\u0635 \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0631\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0647\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u062f\u0627\u0646\u0634<\/strong>: \u0627\u06cc\u0646 \u0634\u0627\u0645\u0644 \u0628\u0631\u062f\u0627\u0631 \u0627\u0648\u0644\u06cc\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0634\u0645\u0627 \u060c \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062a\u0639\u0628\u06cc\u0647 \u0647\u0627 \u0648 \u0639\u0645\u0644\u06cc\u0627\u062a \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0627\u0633\u062a.<\/p>\n<\/li>\n<\/ol>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0647\u0632\u06cc\u0646\u0647 \u0647\u0627 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p><strong>\u0627\u0632 \u0645\u062f\u0644 \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/strong>\u0628\u0634\u0631 Nova Micro \u0628\u0633\u06cc\u0627\u0631 \u0627\u0631\u0632\u0627\u0646 \u062a\u0631 \u0627\u0632 Nova Pro \u0627\u0633\u062a \u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u062a\u0631 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f. \u0634\u0645\u0627 \u062d\u062a\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0622\u0628\u0634\u0627\u0631 \u0631\u0627 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f: \u0627\u0628\u062a\u062f\u0627 \u0628\u0627 \u0645\u06cc\u06a9\u0631\u0648 \u0633\u0639\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0628\u0647 \u0637\u0631\u0641\u062f\u0627\u0631\u0627\u0646 \u062e\u0648\u062f \u0628\u067e\u0631\u062f\u0627\u0632\u06cc\u062f.<\/p>\n<p><strong>\u0627\u0646\u062f\u0627\u0632\u0647 \u0647\u0627\u06cc \u0633\u0631\u06cc\u0639 \u0631\u0627 \u0628\u0647\u06cc\u0646\u0647 \u06a9\u0646\u06cc\u062f<\/strong>\u0628\u0634\u0631 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0645\u062e\u062a\u0635\u0631 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f \u060c \u062f\u0631 \u0635\u0648\u0631\u062a \u0627\u0645\u06a9\u0627\u0646 \u062a\u0627\u0631\u06cc\u062e \u0645\u06a9\u0627\u0644\u0645\u0647 \u0631\u0627 \u062a\u0631 \u0648 \u062a\u0645\u06cc\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u0641\u0642\u0637 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0631\u0628\u0648\u0637\u0647 \u0631\u0627 \u062f\u0631 \u0628\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f. \u0647\u0631 \u062a\u0648\u06a9\u0646 \u0647\u0632\u06cc\u0646\u0647 \u062f\u0627\u0631\u062f.<\/p>\n<p><strong>\u0627\u0632<\/strong> <strong>\u0630\u062e\u06cc\u0631\u0647 \u0633\u0631\u06cc\u0639<\/strong>\u0628\u0634\u0631 \u0627\u0646\u0628\u0627\u0631\u0647\u0627\u06cc \u0628\u0633\u062a\u0631 \u0642\u0633\u0645\u062a\u0647\u0627\u06cc \u0645\u06a9\u0631\u0631 \u0627\u0632 \u0627\u0639\u0644\u0627\u0646 \u0647\u0627 (\u0645\u0627\u0646\u0646\u062f \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627 \u06cc\u0627 \u062a\u0639\u0627\u0631\u06cc\u0641 \u0627\u0628\u0632\u0627\u0631) \u0631\u0627 \u0645\u06a9\u0631\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0648 \u062d\u062f\u0627\u06a9\u062b\u0631 90 \u066a \u062a\u062e\u0641\u06cc\u0641 \u062f\u0631 \u0622\u0646 \u0646\u0634\u0627\u0646\u0647 \u0647\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u0646\u062f. \u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0647\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0639\u0648\u0627\u0645\u0644 \u062f\u0627\u0631\u0627\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0633\u0627\u0632\u06af\u0627\u0631 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u062f.<\/p>\n<p><strong>\u0628\u0631\u0627\u06cc \u062d\u062c\u0645 \u0628\u0627\u0644\u0627 \u060c \u0627\u0632 \u062a\u0648\u0627\u0646 \u062a\u0647\u06cc\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/strong>\u0628\u0634\u0631 \u0627\u06af\u0631 \u0628\u0647 \u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u062f\u0639\u0648\u062a \u0647\u0627\u06cc \u0639\u0627\u0645\u0644 \u0631\u0627 \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u060c \u062a\u0648\u0627\u0646 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0627\u0632\u0627\u06cc \u062a\u0639\u0647\u062f \u0638\u0631\u0641\u06cc\u062a \u060c \u0646\u0631\u062e \u0647\u0627\u06cc \u0647\u0631 \u062a\u06a9\u0646\u06cc\u06a9\u06cc \u067e\u0627\u06cc\u06cc\u0646 \u062a\u0631 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p><strong>\u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0648\u06a9\u0646<\/strong>\u0628\u0634\u0631 \u0647\u0634\u062f\u0627\u0631\u0647\u0627\u06cc CloudWatch \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u063a\u06cc\u0631 \u0645\u0646\u062a\u0638\u0631\u0647 \u0627\u0632 \u0633\u0646\u0628\u0644\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u060c \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u0633\u0626\u0644\u0647 \u0627\u06cc \u0631\u0627 \u0628\u0627 \u0645\u0646\u0637\u0642 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0634\u0645\u0627 \u06cc\u0627 \u0633\u0648\u0621 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u0646\u0634\u0627\u0646 \u062f\u0647\u062f.<\/p>\n<p>\u062f\u0631 \u0645\u0648\u0631\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u060c \u0627\u0631\u06a9\u0633\u062a\u0631\u0627\u0633\u06cc\u0648\u0646 \u0639\u0627\u0645\u0644 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0686\u0646\u062f\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u062f\u0631\u06af\u06cc\u0631 \u060c \u062a\u0623\u062e\u06cc\u0631 \u0645\u06cc \u0627\u0641\u0632\u0627\u06cc\u062f. \u06cc\u06a9 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0633\u0627\u062f\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a 2-3 \u062b\u0627\u0646\u06cc\u0647 \u0637\u0648\u0644 \u0628\u06a9\u0634\u062f \u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u0645\u0627\u0633 \u0686\u0646\u062f \u0627\u0628\u0632\u0627\u0631 \u062f\u0627\u0631\u062f \u0645\u06cc \u062a\u0648\u0627\u0646\u062f 10+ \u062b\u0627\u0646\u06cc\u0647 \u0637\u0648\u0644 \u0628\u06a9\u0634\u062f. \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06cc\u0646 \u062a\u0623\u062e\u06cc\u0631 \u0628\u0627 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u0642\u062f\u0645 \u0628\u0627\u0634\u06cc\u062f \u0648 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u062c\u0631\u06cc\u0627\u0646 \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f \u062a\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a \u0648\u0627\u0633\u0637\u0647 \u0627\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u062f\u0647\u06cc\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D9%84%DA%AF%D9%88%D9%87%D8%A7%DB%8C_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA%D9%87\"><\/span>\n<p>  \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u0627\u0635\u0648\u0644 \u060c \u0686\u0646\u062f\u06cc\u0646 \u0627\u0644\u06af\u0648\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0648 \u06a9\u0627\u0631\u0622\u06cc\u06cc \u0639\u0648\u0627\u0645\u0644 \u0634\u0645\u0627 \u0631\u0627 \u062a\u0642\u0648\u06cc\u062a \u06a9\u0646\u062f.<\/p>\n<p><strong>\u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0633\u0631\u06cc\u0639 \u0633\u0641\u0627\u0631\u0634\u06cc<\/strong>: \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u067e\u06cc\u0634 \u0641\u0631\u0636 \u0628\u0633\u062a\u0631 \u0628\u0647 \u062e\u0648\u0628\u06cc \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f \u060c \u0627\u0645\u0627 \u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u0622\u0646\u0647\u0627 \u06a9\u0646\u062a\u0631\u0644 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0647 \u0634\u0645\u0627 \u0645\u06cc \u062f\u0647\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u0634\u0645\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0644\u06af\u0648\u06cc \u0627\u0631\u06a9\u0633\u062a\u0631\u0627\u0633\u06cc\u0648\u0646 \u0631\u0627 \u0627\u0635\u0644\u0627\u062d \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0645\u0631\u0627\u062d\u0644 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062e\u0627\u0635 \u06cc\u0627 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0631\u0627 \u0634\u0627\u0645\u0644 \u0634\u0648\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight javascript\"><code><span class=\"nx\">Given<\/span> <span class=\"nx\">the<\/span> <span class=\"nx\">user<\/span><span class=\"dl\">'<\/span><span class=\"s1\">s request and available tools, determine the best course of action by:\n1. Identifying the specific information or task the user is requesting\n2. Checking if you already have all necessary information in the context\n3. If not, selecting the appropriate tool or asking a clarifying question\n4. Once you have all information, providing a concise answer\n\nRemember:\n- Only use tools when necessary, not for information already provided\n- Always verify flight details before proceeding with any booking\n- If multiple actions are needed, handle them one at a time\n<\/span><\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><strong>\u0622\u0628\u0634\u0627\u0631 \u0645\u062f\u0644<\/strong>: \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0686\u0646\u062f \u0644\u0627\u06cc\u0647 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u06af\u0627\u0646 \u0633\u0627\u062f\u0647 \u062a\u0648\u0633\u0637 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0633\u0628\u06a9 \u0648\u0632\u0646 \u0627\u062f\u0627\u0631\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f \u0648 \u0641\u0642\u0637 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u06cc \u0628\u0647 \u0645\u062f\u0644\u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u062a\u0631 \u0645\u06cc \u0631\u0633\u0646\u062f. \u0627\u06cc\u0646 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u062f\u0631 \u0628\u0633\u062a\u0631 \u0633\u0627\u062e\u062a\u0647 \u0646\u0634\u062f\u0647 \u0627\u0633\u062a \u060c \u0627\u0645\u0627 \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0648\u062a\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0639\u0648\u0627\u0645\u0644 \u0645\u062e\u062a\u0644\u0641\u06cc \u06a9\u0647 \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f \u060c \u0627\u0639\u0632\u0627\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p><strong>\u0632\u0646\u062c\u06cc\u0631\u0647 \u0639\u0648\u0627\u0645\u0644<\/strong>: \u0628\u0631\u0627\u06cc \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0686\u0646\u062f\u06cc\u0646 \u0639\u0627\u0645\u0644 \u062a\u062e\u0635\u0635\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0627 \u0647\u0645 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u06cc\u0632\u06cc \u0633\u0641\u0631 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0639\u0648\u0627\u0645\u0644 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u062c\u0633\u062a\u062c\u0648\u06cc \u067e\u0631\u0648\u0627\u0632 \u060c \u062a\u0648\u0635\u06cc\u0647 \u0647\u0627\u06cc \u0647\u062a\u0644 \u0648 \u0627\u06cc\u062c\u0627\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0641\u0631 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u06cc\u06a9 \u06a9\u0646\u062a\u0631\u0644\u0631 \u0628\u06cc\u0646 \u0627\u06cc\u0646 \u0639\u0648\u0627\u0645\u0644 \u0647\u0645\u0627\u0647\u0646\u06af \u0645\u06cc \u0634\u0648\u062f \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0646 \u0622\u0646\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u0644\u0632\u0648\u0645 \u0645\u0646\u062a\u0642\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p><strong>\u0631\u0648\u062a\u06cc\u0646 \u0647\u06cc\u0628\u0631\u06cc\u062f\u06cc \u0631\u0648\u06cc\u06a9\u0631\u062f<\/strong>: \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 RAG BASIC \u062e\u0648\u0628 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f \u060c \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0686\u0646\u062f\u06cc\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0631\u0627 \u0628\u0627 \u0647\u0645 \u062a\u0631\u06a9\u06cc\u0628 \u06a9\u0646\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0633\u06cc\u0633\u062a\u0645\u06cc \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u0628\u062a\u062f\u0627 \u0628\u0647 \u062c\u0633\u062a\u062c\u0648\u06cc \u0645\u0639\u0646\u0627\u06cc\u06cc \u0628\u067e\u0631\u062f\u0627\u0632\u062f \u060c \u0627\u06af\u0631 \u0646\u062a\u0627\u06cc\u062c \u0631\u0636\u0627\u06cc\u062a \u0628\u062e\u0634 \u0646\u0628\u0627\u0634\u062f \u060c \u0628\u0647 \u062c\u0633\u062a\u062c\u0648\u06cc \u06a9\u0644\u0645\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc \u0628\u0627\u0632 \u0645\u06cc \u06af\u0631\u062f\u062f. \u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627 \u0634\u062e\u0635\u06cc \u0633\u0627\u0632\u06cc \u062a\u0648\u0627\u0628\u0639 Lambda \u0634\u0645\u0627 \u06a9\u0647 \u0646\u062a\u0627\u06cc\u062c \u062f\u0627\u0646\u0634 \u062f\u0627\u0646\u0634 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u06a9\u0646\u0646\u062f \u060c \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0634\u0648\u062f.<\/p>\n<p><strong>\u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0627\u0646\u0633\u0627\u0646<\/strong>: \u0628\u0631\u0627\u06cc \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u067e\u0631 \u0633\u0631 \u0648 \u0635\u062f\u0627 \u060c \u0627\u062f\u063a\u0627\u0645 \u0628\u0631\u0631\u0633\u06cc \u0627\u0646\u0633\u0627\u0646 \u0631\u0627 \u062f\u0631 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0639\u0627\u0645\u0644 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f. \u0627\u06cc\u0646 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u0648\u0627\u0631\u062f \u0631\u0648\u0632\u0645\u0631\u0647 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0648\u062f\u0645\u062e\u062a\u0627\u0631 \u0627\u062f\u0627\u0631\u0647 \u06a9\u0646\u062f \u0627\u0645\u0627 \u0645\u0648\u0627\u0631\u062f \u067e\u06cc\u0686\u06cc\u062f\u0647 \u06cc\u0627 \u067e\u0631\u062e\u0637\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0627\u0648\u0631\u0627\u0646 \u0627\u0646\u0633\u0627\u0646 \u0628\u0627\u0644\u0627 \u0645\u06cc \u0628\u0631\u062f. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0628\u0647 \u0645\u0646\u0637\u0642 \u0627\u0631\u06a9\u0633\u062a\u0631\u0627\u0633\u06cc\u0648\u0646 \u0627\u0636\u0627\u0641\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f \u060c \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0639\u0645\u0648\u0644 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062a\u0648\u0627\u0628\u0639 \u0645\u0631\u062d\u0644\u0647 \u06cc\u0627 \u06cc\u06a9 \u0633\u0631\u0648\u06cc\u0633 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0645\u0634\u0627\u0628\u0647 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D9%85%D9%86%DB%8C%D8%AA_%D9%88_%DA%A9%D9%86%D8%AA%D8%B1%D9%84_%D8%AF%D8%B3%D8%AA%D8%B1%D8%B3%DB%8C\"><\/span>\n<p>  \u0627\u0645\u0646\u06cc\u062a \u0648 \u06a9\u0646\u062a\u0631\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u0645\u0646\u06cc\u062a \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0639\u0627\u0645\u0644 \u0627\u0632 \u0627\u0647\u0645\u06cc\u062a \u0648\u06cc\u0698\u0647 \u0627\u06cc \u0628\u0631\u062e\u0648\u0631\u062f\u0627\u0631 \u0627\u0633\u062a \u0632\u06cc\u0631\u0627 \u0622\u0646\u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0641\u0639\u0627\u0644 \u0627\u0632 \u062e\u062f\u0645\u0627\u062a \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u062f\u0631\u06cc\u0627\u0641\u062a \u0627\u06cc\u0646 \u0627\u0634\u062a\u0628\u0627\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0634\u0645\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0628\u0627\u0644\u0642\u0648\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u06a9\u0627\u0631\u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0647\u0631\u06af\u0632 \u062f\u0631 \u0646\u0638\u0631 \u0646\u06af\u0631\u0641\u062a\u0647 \u0627\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f.<\/p>\n<p>\u0633\u0646\u06af \u0628\u0646\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a \u0639\u0627\u0645\u0644 Bedrock IAM \u0627\u0633\u062a. \u0647\u0631 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0628\u0627 \u0646\u0642\u0634 \u0627\u062c\u0631\u0627\u06cc IAM \u0641\u0639\u0627\u0644\u06cc\u062a \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0645\u0634\u062e\u0635 \u0645\u06cc \u06a9\u0646\u062f \u0645\u0646\u0627\u0628\u0639 AWS \u0628\u0647 \u0622\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u0635\u0644 \u062d\u062f\u0627\u0642\u0644 \u0627\u0645\u062a\u06cc\u0627\u0632 \u0631\u0627 \u0628\u0647 \u0633\u062e\u062a\u06cc \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f &#8211; \u0641\u0642\u0637 \u0628\u0647 \u0645\u062c\u0648\u0632\u0647\u0627\u06cc \u062e\u0627\u0635 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u06a9\u0631\u062f\u0647\u0627\u06cc \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0648 \u0686\u06cc\u0632 \u062f\u06cc\u06af\u0631\u06cc \u0627\u0639\u0637\u0627 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u062b\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0641\u0642\u0637 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u0645\u0627\u0633 \u0628\u0627 \u062f\u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u062e\u0627\u0635 \u0644\u0627\u0645\u0628\u062f\u0627 \u062f\u0627\u0631\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight json\"><code><span class=\"p\">{<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"Version\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"2012-10-17\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"Statement\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">[<\/span><span class=\"w\">\n        <\/span><span class=\"p\">{<\/span><span class=\"w\">\n            <\/span><span class=\"nl\">\"Effect\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"Allow\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n            <\/span><span class=\"nl\">\"Action\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"lambda:InvokeFunction\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n            <\/span><span class=\"nl\">\"Resource\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">[<\/span><span class=\"w\">\n                <\/span><span class=\"s2\">\"arn:aws:lambda:us-east-1:123456789012:function:FlightSearchFunction\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n                <\/span><span class=\"s2\">\"arn:aws:lambda:us-east-1:123456789012:function:HotelSearchFunction\"<\/span><span class=\"w\">\n            <\/span><span class=\"p\">]<\/span><span class=\"w\">\n        <\/span><span class=\"p\">}<\/span><span class=\"w\">\n    <\/span><span class=\"p\">]<\/span><span class=\"w\">\n<\/span><span class=\"p\">}<\/span><span class=\"w\">\n<\/span><\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u060c \u0633\u06cc\u0627\u0633\u062a \u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u0646\u0627\u0628\u0639 \u0631\u0627 \u0628\u0631 \u0631\u0648\u06cc \u062a\u0648\u0627\u0628\u0639 Lambda \u062e\u0648\u062f \u0627\u0639\u0645\u0627\u0644 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0622\u0646\u0647\u0627 \u0641\u0642\u0637 \u062a\u0648\u0633\u0637 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0628\u0633\u062a\u0631 \u0634\u0645\u0627 \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0647\u0633\u062a\u0646\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight json\"><code><span class=\"p\">{<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"Version\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"2012-10-17\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"Statement\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">[<\/span><span class=\"w\">\n        <\/span><span class=\"p\">{<\/span><span class=\"w\">\n            <\/span><span class=\"nl\">\"Effect\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"Allow\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n            <\/span><span class=\"nl\">\"Principal\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n                <\/span><span class=\"nl\">\"Service\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"bedrock.amazonaws.com\"<\/span><span class=\"w\">\n            <\/span><span class=\"p\">},<\/span><span class=\"w\">\n            <\/span><span class=\"nl\">\"Action\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"lambda:InvokeFunction\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n            <\/span><span class=\"nl\">\"Resource\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"arn:aws:lambda:us-east-1:123456789012:function:FlightSearchFunction\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n            <\/span><span class=\"nl\">\"Condition\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n                <\/span><span class=\"nl\">\"StringEquals\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n                    <\/span><span class=\"nl\">\"AWS:SourceAccount\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"123456789012\"<\/span><span class=\"w\">\n                <\/span><span class=\"p\">}<\/span><span class=\"w\">\n            <\/span><span class=\"p\">}<\/span><span class=\"w\">\n        <\/span><span class=\"p\">}<\/span><span class=\"w\">\n    <\/span><span class=\"p\">]<\/span><span class=\"w\">\n<\/span><span class=\"p\">}<\/span><span class=\"w\">\n<\/span><\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0648\u0627\u0628\u0639 \u0644\u0627\u0645\u0628\u062f\u0627 \u06a9\u0647 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u06cc\u0627 \u062e\u062f\u0645\u0627\u062a \u062d\u0633\u0627\u0633 \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u0646\u062f \u060c \u0627\u0639\u062a\u0628\u0627\u0631 \u0633\u0646\u062c\u06cc \u0627\u0636\u0627\u0641\u06cc \u0631\u0627 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f. \u0641\u0631\u0636 \u0646\u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0627\u06cc\u0646\u06a9\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0634\u0645\u0627 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0631\u0641\u062a\u0627\u0631 \u0645\u06cc \u0634\u0648\u062f \u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc \u0634\u0645\u0627 \u0645\u0646\u062a\u0642\u0644 \u0645\u06cc \u0634\u0648\u062f \u0628\u0647 \u062e\u0648\u0628\u06cc \u0634\u06a9\u0644 \u06af\u0631\u0641\u062a\u0647 \u06cc\u0627 \u0627\u06cc\u0645\u0646 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f. \u0647\u0645\u0647 \u0686\u06cc\u0632 \u0631\u0627 \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0627\u06af\u0631 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0634\u0645\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0634\u062e\u0635\u06cc \u06cc\u0627 \u062d\u0633\u0627\u0633 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u06a9\u0646\u062f \u060c \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f:<\/p>\n<ul>\n<li>\n<p>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 GuardRails Bedrock \u0628\u0631\u0627\u06cc \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0645\u062d\u062a\u0648\u0627\u06cc \u0646\u0627\u0645\u0646\u0627\u0633\u0628<\/p>\n<\/li>\n<li>\n<p>\u0627\u062c\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 PII \u0648 \u0645\u0627\u0633\u06a9 \u062f\u0631 \u062a\u0648\u0627\u0628\u0639 \u0644\u0627\u0645\u0628\u062f\u0627 \u0634\u0645\u0627<\/p>\n<\/li>\n<li>\n<p>\u0631\u0645\u0632\u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u062f\u0631 \u062d\u0627\u0644\u062a \u0627\u0633\u062a\u0631\u0627\u062d\u062a \u0648 \u062f\u0631 \u062d\u0627\u0644 \u062d\u0645\u0644 \u0648 \u0646\u0642\u0644<\/p>\n<\/li>\n<li>\n<p>\u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0648\u0631\u0648\u062f \u062c\u0627\u0645\u0639 \u0648 \u062d\u0633\u0627\u0628\u0631\u0633\u06cc<\/p>\n<\/li>\n<\/ul>\n<p>\u0627\u06af\u0631 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0634\u0645\u0627 \u0628\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u06af\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062e\u0627\u0635 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f \u060c \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0647\u0648\u06cc\u062a \u06a9\u0627\u0631\u0628\u0631 \u0648 \u0645\u062c\u0648\u0632\u0647\u0627 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u067e\u062e\u0634 \u0645\u06cc \u0634\u0648\u0646\u062f. \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0646\u0634\u0627\u0646\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062c\u0644\u0633\u0647 \u0639\u0627\u0645\u0644 \u0645\u0646\u062a\u0642\u0644 \u06a9\u0646\u06cc\u062f \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc Lambda \u062e\u0648\u062f \u0631\u0627 \u0642\u0628\u0644 \u0627\u0632 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u062e\u0627\u0635 \u06a9\u0627\u0631\u0628\u0631 \u060c \u0627\u06cc\u0646 \u0646\u0634\u0627\u0646\u0647 \u0647\u0627 \u0631\u0627 \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%DB%8C%D8%AC%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C_%D8%A2%DB%8C%D9%86%D8%AF%D9%87_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87_%D9%87%D8%A7%DB%8C_%D8%B9%D8%A7%D9%85%D9%84_%D8%AF%D8%B1_AWS\"><\/span>\n<p>  \u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc: \u0622\u06cc\u0646\u062f\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0639\u0627\u0645\u0644 \u062f\u0631 AWS<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0639\u0627\u0645\u0644 \u06cc\u06a9 \u06af\u0627\u0645 \u0645\u0647\u0645 \u0628\u0647 \u062c\u0644\u0648 \u062f\u0631 \u0622\u0646\u0686\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627\u0634\u062f. \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627 \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f \u0628\u0627 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u06a9\u0627\u0631\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u06cc \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u0646\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0633\u0646\u062a\u06cc \u063a\u06cc\u0631\u0645\u0645\u06a9\u0646 \u0627\u0633\u062a.<\/p>\n<p>\u0622\u0645\u0627\u0632\u0648\u0646 Bedrock \u0648 \u062e\u0627\u0646\u0648\u0627\u062f\u0647 Nova Model \u06cc\u06a9 \u0628\u0633\u062a\u0631 \u0642\u0648\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 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