{"id":95264,"date":"2025-01-30T14:54:39","date_gmt":"2025-01-30T11:24:39","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/"},"modified":"2025-01-30T14:54:39","modified_gmt":"2025-01-30T11:24:39","slug":"build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/","title":{"rendered":"\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0645\u0631\u0648\u0631\u06af\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Deepseek: \u06cc\u06a9 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645"},"content":{"rendered":"<div data-article-id=\"2249908\" id=\"article-body\">\n<p>\u062a\u0642\u0627\u0637\u0639 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 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\u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u06a9\u0646\u0646\u062f \u060c \u0627\u0632 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0633\u0627\u062f\u0647 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0627\u062c\u0631\u0627\u06cc \u062a\u0648\u0627\u0644\u06cc \u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u062f\u0631 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0648\u062f\u0645\u062e\u062a\u0627\u0631. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc Deepseek \u060c \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0641\u0636\u0627 \u060c \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0648 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0645\u062d\u06cc\u0637 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\u0641\u0639\u0627\u0644\u06cc\u062a\u0647\u0627\u06cc \u0648\u0628 \u0631\u0648\u0632\u0627\u0646\u0647 \u062e\u0648\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 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href=\"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_1_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%DB%8C%DA%A9_%D8%AD%D8%B3%D8%A7%D8%A8_Nodeshift\" >\u0645\u0631\u062d\u0644\u0647 1: \u062a\u0646\u0638\u06cc\u0645 \u06cc\u06a9 \u062d\u0633\u0627\u0628 Nodeshift<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_2_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DB%8C%DA%A9_%DA%AF%D8%B1%D9%87_%D9%85%D8%AD%D8%A7%D8%B3%D8%A8%D8%A7%D8%AA%DB%8C_%D8%AF%D8%B3%D8%AA%DA%AF%D8%A7%D9%87_%D9%85%D8%AC%D8%A7%D8%B2%DB%8C_CPU\" >\u0645\u0631\u062d\u0644\u0647 2: \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u06af\u0631\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc (\u062f\u0633\u062a\u06af\u0627\u0647 \u0645\u062c\u0627\u0632\u06cc CPU)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_3_%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C_VM_%D8%B1%D8%A7_%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 3: \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc VM \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_4_%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C_%D9%88_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_VM_%D8%B1%D8%A7_%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 4: \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0648 \u062a\u0635\u0648\u06cc\u0631 VM \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_5_%DA%86%D8%B1%D8%AE%D9%87_%D8%B5%D9%88%D8%B1%D8%AA%D8%AD%D8%B3%D8%A7%D8%A8_%D9%88_%D8%B1%D9%88%D8%B4_%D8%A7%D8%AD%D8%B1%D8%A7%D8%B2_%D9%87%D9%88%DB%8C%D8%AA_%D8%B1%D8%A7_%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 5: \u0686\u0631\u062e\u0647 \u0635\u0648\u0631\u062a\u062d\u0633\u0627\u0628 \u0648 \u0631\u0648\u0634 \u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%B4%D8%B4%D9%85_%D8%AC%D8%B2%D8%A6%DB%8C%D8%A7%D8%AA_%D8%B1%D8%A7_%D9%86%D9%87%D8%A7%DB%8C%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF_%D9%88_%D8%A7%D8%B3%D8%AA%D9%82%D8%B1%D8%A7%D8%B1_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 \u0634\u0634\u0645: \u062c\u0632\u0626\u06cc\u0627\u062a \u0631\u0627 \u0646\u0647\u0627\u06cc\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_7_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_SSH_%D8%A8%D9%87_%DA%AF%D8%B1%D9%87_%D9%85%D8%AD%D8%A7%D8%B3%D8%A8%D8%A7%D8%AA_%D9%81%D8%B9%D8%A7%D9%84_%D9%88%D8%B5%D9%84_%D8%B4%D9%88%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 7: \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 SSH \u0628\u0647 \u06af\u0631\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0641\u0639\u0627\u0644 \u0648\u0635\u0644 \u0634\u0648\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_8_Docker_%D8%B1%D8%A7_%D9%86%D8%B5%D8%A8_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 8: Docker \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_9_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%D9%88_%D8%A7%D8%AC%D8%B1%D8%A7_%D9%85%D8%B1%D9%88%D8%B1%DA%AF%D8%B1_%D8%A7%D8%B2_UI_%D9%88%D8%A8_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 9: \u062a\u0646\u0638\u06cc\u0645 \u0648 \u0627\u062c\u0631\u0627 \u0645\u0631\u0648\u0631\u06af\u0631 \u0627\u0632 UI \u0648\u0628 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_10_%D9%86%D9%85%D8%A7%DB%8C%D9%86%D8%AF%D9%87_%D8%B1%D8%A7_%D8%A8%D8%A7_Deepseek_%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 10: \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0631\u0627 \u0628\u0627 Deepseek \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/#%D8%A7%D8%B3%D8%AA%D9%86%D8%AA%D8%A7%D8%AC_%E2%80%93_1\" >\u0627\u0633\u062a\u0646\u062a\u0627\u062c &#8211; 1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/#%D8%A7%D8%B3%D8%AA%D9%86%D8%AA%D8%A7%D8%AC_%E2%80%93_2\" >\u0627\u0633\u062a\u0646\u062a\u0627\u062c &#8211; 2<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/nabfollower.com\/blog\/build-a-browser-use-agent-with-deepseek-a-step-by-step-guide-2n59\/#%D9%BE%D8%A7%DB%8C%D8%A7%D9%86\" >\u067e\u0627\u06cc\u0627\u0646<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%D8%B4_%D9%86%DB%8C%D8%A7%D8%B2%D9%87%D8%A7%DB%8C\"><\/span>\n<p>  \u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<blockquote>\n<p>\u062a\u0648\u062c\u0647: \u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0627\u06cc\u0646 \u0627\u0645\u0631 \u062f\u0631 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0645\u062a\u063a\u06cc\u0631 \u0627\u0633\u062a. \u0627\u0632 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0633\u0637\u062d \u0628\u0627\u0644\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0632\u0631\u06af \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/p>\n<\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"%D9%81%D8%B1%D8%A2%DB%8C%D9%86%D8%AF_%DA%AF%D8%A7%D9%85_%D8%A8%D9%87_%DA%AF%D8%A7%D9%85_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%B3%D8%A7%D8%AE%D8%AA%D9%86_%DB%8C%DA%A9_%D8%B9%D8%A7%D9%85%D9%84_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D9%85%D8%B1%D9%88%D8%B1%DA%AF%D8%B1_%D8%A8%D8%A7_Deepseek\"><\/span>\n<p>  \u0641\u0631\u0622\u06cc\u0646\u062f \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0646 \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0631\u0648\u0631\u06af\u0631 \u0628\u0627 Deepseek<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u060c \u0645\u0627 \u0627\u0632 \u06cc\u06a9 \u0645\u0627\u0634\u06cc\u0646 \u0645\u062c\u0627\u0632\u06cc \u0628\u0627 CPU \u062a\u0648\u0633\u0637 Nodeshift \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f \u060c \u06a9\u0647 \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc \u0645\u062c\u0627\u0632\u06cc \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u0628\u0627\u0644\u0627 \u0631\u0627 \u0628\u0627 \u0647\u0632\u06cc\u0646\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0642\u0631\u0648\u0646 \u0628\u0647 \u0635\u0631\u0641\u0647 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0645\u0637\u0627\u0628\u0642 \u0628\u0627 \u0627\u0644\u0632\u0627\u0645\u0627\u062a GDPR \u060c SOC2 \u0648 ISO27001 \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u0628\u0635\u0631\u06cc \u0648 \u06a9\u0627\u0631\u0628\u0631 \u067e\u0633\u0646\u062f \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u060c \u0648 \u0634\u0631\u0648\u0639 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0628\u062a\u062f\u06cc\u0627\u0646 \u0628\u0627 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0628\u0631 \u0622\u0633\u0627\u0646\u062a\u0631 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u060c \u0627\u062d\u0633\u0627\u0633 \u0631\u0627\u062d\u062a\u06cc \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u0632 \u0647\u0631 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f\u0647 \u0627\u0628\u0631\u06cc \u06a9\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u0648 \u0647\u0645\u0627\u0646 \u0645\u0631\u0627\u062d\u0644 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0642\u06cc\u0647 \u0622\u0645\u0648\u0632\u0634 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_1_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%DB%8C%DA%A9_%D8%AD%D8%B3%D8%A7%D8%A8_Nodeshift\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 1: \u062a\u0646\u0638\u06cc\u0645 \u06cc\u06a9 \u062d\u0633\u0627\u0628 Nodeshift<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0647 App.Nodeshift.com \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0627 \u067e\u0631 \u06a9\u0631\u062f\u0646 \u062c\u0632\u0626\u06cc\u0627\u062a \u0627\u0635\u0644\u06cc \u060c \u06cc\u0627 \u06cc\u06a9 \u062d\u0633\u0627\u0628 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0627\u06cc\u062c\u0627\u062f 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\u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc (\u062f\u0633\u062a\u06af\u0627\u0647 \u0645\u062c\u0627\u0632\u06cc CPU)<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u067e\u0633 \u0627\u0632 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062d\u0633\u0627\u0628 \u062e\u0648\u062f \u060c \u0628\u0627\u06cc\u062f \u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0631\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f (\u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f) \u060c \u0627\u06a9\u0646\u0648\u0646:<\/p>\n<p>1) \u0628\u0647 \u0645\u0646\u0648\u06cc \u0633\u0645\u062a \u0686\u067e \u0628\u0631\u0648\u06cc\u062f.<\/p>\n<p>2) \u0631\u0648\u06cc \u0631\u0648\u06cc \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f <strong>\u06af\u0631\u0647 \u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0647<\/strong> \u06af\u0632\u06cc\u0646\u0647<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fsafj0hs5ekre500yzdkv.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 2-2\" loading=\"lazy\" width=\"800\" height=\"382\" title=\"\"><\/p>\n<p>3) \u0631\u0648\u06cc \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f <strong>\u0634\u0631\u0648\u0639<\/strong> \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0627\u0648\u0644\u06cc\u0646 \u06af\u0631\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u062e\u0648\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Flv390r4ia5ppw8on2q6o.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 2-3\" loading=\"lazy\" width=\"800\" height=\"378\" title=\"\"><\/p>\n<p>\u0627\u06cc\u0646 \u06af\u0631\u0647 \u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627\u06cc \u0645\u062c\u0627\u0632\u06cc \u0628\u0627 CPU \u062a\u0648\u0633\u0637 Nodeshift \u0647\u0633\u062a\u0646\u062f. \u0627\u06cc\u0646 \u06af\u0631\u0647 \u0647\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0642\u0627\u0628\u0644 \u062a\u0646\u0638\u06cc\u0645 \u0647\u0633\u062a\u0646\u062f \u0648 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u0646\u062f \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0645\u062e\u062a\u0644\u0641 \u0645\u062d\u06cc\u0637\u06cc \u0645\u0627\u0646\u0646\u062f VCPU \u060c RAM \u0648 \u0630\u062e\u06cc\u0631\u0647 \u0631\u0627 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062e\u0648\u062f \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_3_%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C_VM_%D8%B1%D8%A7_%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 3: \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc VM \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>1) \u0627\u0648\u0644\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0627\u06cc \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a <strong>\u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0637\u0645\u06cc\u0646\u0627\u0646<\/strong> \u06a9\u0634\u0648\u06cc\u06cc \u0627\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0633\u0637\u062d \u0636\u0645\u0627\u0646\u062a Uptime \u0631\u0627 \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 VM \u062e\u0648\u062f \u0647\u0633\u062a\u06cc\u062f (\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c 99.9 \u066a) \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F9en8a2ncuzof11irorog.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 3-1\" loading=\"lazy\" width=\"712\" height=\"335\" title=\"\"><\/p>\n<p>2) \u0628\u0639\u062f \u060c \u06cc\u06a9 \u0645\u0646\u0637\u0642\u0647 \u062c\u063a\u0631\u0627\u0641\u06cc\u0627\u06cc\u06cc \u0631\u0627 \u0627\u0632 \u0645\u0646\u0637\u0642\u0647 \u06a9\u0634\u0648\u06cc\u06cc \u0645\u0646\u0637\u0642\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f VM \u062e\u0648\u062f \u0631\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f (\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u0627\u06cc\u0627\u0644\u0627\u062a \u0645\u062a\u062d\u062f\u0647).<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Feq63ui2oqxqyto8hhjge.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 3-2\" loading=\"lazy\" width=\"800\" height=\"381\" title=\"\"><\/p>\n<p>3) \u0645\u0647\u0645\u062a\u0631 \u0627\u0632 \u0647\u0645\u0647 \u060c \u0628\u0627 \u06a9\u0634\u0648\u06cc\u06cc \u0645\u06cc\u0644\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0647\u0631 \u06af\u0632\u06cc\u0646\u0647 \u060c \u0645\u0634\u062e\u0635\u0627\u062a \u0635\u062d\u06cc\u062d VM \u062e\u0648\u062f \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F9pq8sip1ea1empkthnt6.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 3-3\" loading=\"lazy\" width=\"800\" height=\"306\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_4_%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C_%D9%88_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_VM_%D8%B1%D8%A7_%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 4: \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0648 \u062a\u0635\u0648\u06cc\u0631 VM \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>1) \u067e\u0633 \u0627\u0632 \u0627\u0646\u062a\u062e\u0627\u0628 \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u062e\u0648\u062f \u060c VM \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0631\u0627 \u062f\u0631 \u0645\u0646\u0637\u0642\u0647 \u062e\u0648\u062f \u0648 \u0645\u0637\u0627\u0628\u0642 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062e\u0648\u062f (\u06cc\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0646\u0632\u062f\u06cc\u06a9) \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f. \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0627 \u060c \u06cc\u06a9 \u06af\u0631\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a &#8220;8VCPUS\/32GB\/200GB SSD&#8221; \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fglvjtmstdkprmw51gkbb.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 4-1\" loading=\"lazy\" width=\"800\" height=\"248\" title=\"\"><\/p>\n<p>2) \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f \u060c \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0645\u062c\u0627\u0632\u06cc \u062e\u0648\u062f \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u062f\u0627\u0645\u0646\u0647 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u060c \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fvq6o1qtcuulo3u1l4jts.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 4-2\" loading=\"lazy\" width=\"800\" height=\"493\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_5_%DA%86%D8%B1%D8%AE%D9%87_%D8%B5%D9%88%D8%B1%D8%AA%D8%AD%D8%B3%D8%A7%D8%A8_%D9%88_%D8%B1%D9%88%D8%B4_%D8%A7%D8%AD%D8%B1%D8%A7%D8%B2_%D9%87%D9%88%DB%8C%D8%AA_%D8%B1%D8%A7_%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 5: \u0686\u0631\u062e\u0647 \u0635\u0648\u0631\u062a\u062d\u0633\u0627\u0628 \u0648 \u0631\u0648\u0634 \u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>1) \u062f\u0648 \u06af\u0632\u06cc\u0646\u0647 \u0686\u0631\u062e\u0647 \u0635\u0648\u0631\u062a\u062d\u0633\u0627\u0628 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a: <strong>\u0647\u0631 \u0633\u0627\u0639\u062a<\/strong>\u060c \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0648\u062a\u0627\u0647 \u0645\u062f\u062a \u060c \u0627\u0631\u0627\u0626\u0647 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc Pay-As-You-Go \u060c \u0648 <strong>\u0645\u0627\u0647\u0627\u0646\u0647<\/strong> \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u0628\u0644\u0646\u062f \u0645\u062f\u062a \u0628\u0627 \u0646\u0631\u062e \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u062f\u0627\u0648\u0645 \u0648 \u0647\u0632\u06cc\u0646\u0647 \u0628\u0627\u0644\u0642\u0648\u0647 \u067e\u0627\u06cc\u06cc\u0646 \u062a\u0631.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F8chn65bjn2dlkcatd56a.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 5-1\" loading=\"lazy\" width=\"683\" height=\"322\" title=\"\"><\/p>\n<p>2) \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f \u060c \u0634\u0645\u0627 \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0631\u0648\u0634 \u062a\u0623\u06cc\u06cc\u062f \u0627\u0639\u062a\u0628\u0627\u0631 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f. \u062f\u0648 \u0631\u0648\u0634 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a: \u0631\u0645\u0632 \u0639\u0628\u0648\u0631 \u0648 \u06a9\u0644\u06cc\u062f SSH. \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0627\u0632 \u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc SSH \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u060c \u0632\u06cc\u0631\u0627 \u0622\u0646\u0647\u0627 \u06af\u0632\u06cc\u0646\u0647 \u0627\u06cc \u0627\u0645\u0646 \u062a\u0631 \u0647\u0633\u062a\u0646\u062f. \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9\u06cc \u060c \u0628\u0647 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0631\u0633\u0645\u06cc \u0645\u0627 \u0628\u0631\u0648\u06cc\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%B4%D8%B4%D9%85_%D8%AC%D8%B2%D8%A6%DB%8C%D8%A7%D8%AA_%D8%B1%D8%A7_%D9%86%D9%87%D8%A7%DB%8C%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF_%D9%88_%D8%A7%D8%B3%D8%AA%D9%82%D8%B1%D8%A7%D8%B1_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 \u0634\u0634\u0645: \u062c\u0632\u0626\u06cc\u0627\u062a \u0631\u0627 \u0646\u0647\u0627\u06cc\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u060c \u0634\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 VPC (\u0627\u0628\u0631 \u062e\u0635\u0648\u0635\u06cc \u0645\u062c\u0627\u0632\u06cc) \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f \u060c \u06a9\u0647 \u06cc\u06a9 \u0628\u062e\u0634 \u062c\u062f\u0627 \u0634\u062f\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u0646\u0627\u0628\u0639 \u0627\u0628\u0631\u06cc (\u0645\u0627\u0634\u06cc\u0646 \u0645\u062c\u0627\u0632\u06cc \u060c \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0648 \u063a\u06cc\u0631\u0647) \u062f\u0631 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0627\u0645\u0646 \u0648 \u062e\u0635\u0648\u0635\u06cc \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f. \u0645\u0627 \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u0627\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u06cc\u0634 \u0641\u0631\u0636 \u0646\u06af\u0647 \u0645\u06cc \u062f\u0627\u0631\u06cc\u0645 \u060c \u0627\u0645\u0627 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062e\u0648\u062f \u060c \u06cc\u06a9 VPC \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0647\u0645\u0686\u0646\u06cc\u0646 \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0686\u0646\u062f\u06cc\u0646 \u06af\u0631\u0647 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0647\u0645\u0632\u0645\u0627\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0645\u0633\u062a\u0642\u0631 \u06a9\u0646\u06cc\u062f <strong>\u0645\u0642\u062f\u0627\u0631<\/strong> \u06af\u0632\u06cc\u0646\u0647<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fdahl243e7diphy7as8ey.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 6-1\" loading=\"lazy\" width=\"800\" height=\"280\" title=\"\"><\/p>\n<p>\u0647\u0645\u06cc\u0646 \u0627\u0633\u062a! \u0634\u0645\u0627 \u0627\u06a9\u0646\u0648\u0646 \u0622\u0645\u0627\u062f\u0647 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u06af\u0631\u0647 \u0647\u0633\u062a\u06cc\u062f. \u062e\u0644\u0627\u0635\u0647 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0631\u0627 \u0646\u0647\u0627\u06cc\u06cc \u06a9\u0646\u06cc\u062f. \u0627\u06af\u0631 \u062e\u0648\u0628 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f \u060c \u067e\u06cc\u0634 \u0628\u0631\u0648\u06cc\u062f \u0648 \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f <strong>\u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0646<\/strong> \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u06af\u0631\u0647.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fuwp3pr6dg64hsl2s4xb8.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631 \u0645\u0631\u062d\u0644\u0647 6-2\" loading=\"lazy\" width=\"800\" height=\"257\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_7_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_SSH_%D8%A8%D9%87_%DA%AF%D8%B1%D9%87_%D9%85%D8%AD%D8%A7%D8%B3%D8%A8%D8%A7%D8%AA_%D9%81%D8%B9%D8%A7%D9%84_%D9%88%D8%B5%D9%84_%D8%B4%D9%88%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 7: \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 SSH \u0628\u0647 \u06af\u0631\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0641\u0639\u0627\u0644 \u0648\u0635\u0644 \u0634\u0648\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0647 \u0645\u062d\u0636 \u0627\u06cc\u062c\u0627\u062f \u06af\u0631\u0647 \u060c \u062f\u0631 \u0686\u0646\u062f \u062b\u0627\u0646\u06cc\u0647 \u06cc\u0627 \u06cc\u06a9 \u062f\u0642\u06cc\u0642\u0647 \u0645\u0633\u062a\u0642\u0631 \u0645\u06cc \u0634\u0648\u062f. \u067e\u0633 \u0627\u0632 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u060c \u0648\u0636\u0639\u06cc\u062a\u06cc \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f <strong>\u062f\u0648\u06cc\u062f\u0646<\/strong> \u0628\u0647 \u0631\u0646\u06af \u0633\u0628\u0632 \u060c \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u06a9\u0647 \u06af\u0631\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0645\u0627 \u0622\u0645\u0627\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0633\u062a!<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fnx6t3mw8un8guom6pofv.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 7-1\" loading=\"lazy\" width=\"800\" height=\"303\" title=\"\"><\/p>\n<p>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u06af\u0631\u0647 \u062e\u0648\u062f \u0627\u06cc\u0646 \u0648\u0636\u0639\u06cc\u062a \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u060c \u0645\u0631\u0627\u062d\u0644 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u062a\u0635\u0627\u0644 \u0628\u0647 VM \u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 SSH \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f:<\/p>\n<p>1) \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u062f\u0633\u062a\u0648\u0631 SSH \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<p>(\u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f <code>root<\/code> \u0628\u0627 \u0646\u0627\u0645 \u06a9\u0627\u0631\u0628\u0631\u06cc \u062e\u0648\u062f \u0648 IP VM \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u062c\u0627\u06cc \u062e\u0648\u062f \u062c\u0627\u06cc\u06af\u0630\u0627\u0631\u06cc \u06a9\u0646\u06cc\u062f <code>ip<\/code> \u067e\u0633 \u0627\u0632 \u06a9\u067e\u06cc \u06a9\u0631\u062f\u0646 \u0622\u0646 \u0627\u0632 \u062f\u0627\u0634\u0628\u0648\u0631\u062f)<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>ssh root@ip\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>2) \u062f\u0631 \u0628\u0639\u0636\u06cc \u0645\u0648\u0627\u0631\u062f \u060c \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0634\u0645\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0642\u0628\u0644 \u0627\u0632 \u0627\u062a\u0635\u0627\u0644 \u0631\u0636\u0627\u06cc\u062a \u0634\u0645\u0627 \u0631\u0627 \u0628\u06af\u06cc\u0631\u062f. &#8220;\u0628\u0644\u0647&#8221; \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n<p>3) \u0633\u0631\u06cc\u0639 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0631\u0645\u0632 \u0639\u0628\u0648\u0631 \u0645\u06cc \u06a9\u0646\u062f. \u0631\u0645\u0632 \u0639\u0628\u0648\u0631 SSH \u0631\u0627 \u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u062f \u060c \u0648 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0647\u0645 \u0648\u0635\u0644 \u0634\u0648\u06cc\u062f.<\/p>\n<p>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fmjsz22uenhgb8xdt7nm5.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 7-2\" loading=\"lazy\" width=\"800\" height=\"430\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_8_Docker_%D8%B1%D8%A7_%D9%86%D8%B5%D8%A8_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 8: Docker \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u0648\u0644 \u060c \u0645\u0627 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0645\u0631\u0648\u0631\u06af\u0631 \u0627\u0632 \u0638\u0631\u0641 Web-UI \u0628\u0647 Docker \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645. \u0645\u0631\u0627\u062d\u0644 \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0647 \u0633\u0631\u0639\u062a Docker \u0631\u0627 \u062f\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>1) \u0628\u0631\u0627\u06cc \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u06a9\u0644\u06cc\u062f GPG \u0628\u0631\u0627\u06cc \u0645\u062e\u0632\u0646 Docker \u0627\u0632 Curl \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>curl -fsSL https:\/\/download.docker.com\/linux\/ubuntu\/gpg | sudo gpg --dearmor -o \/usr\/share\/keyrings\/docker-archive-keyring.gpg\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>2) \u0645\u062e\u0632\u0646 APT Docker \u0631\u0627 \u0628\u0647 \u0644\u06cc\u0633\u062a \u0645\u0646\u0628\u0639 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>echo \"deb [arch=$(dpkg --print-architecture) signed-by=\/usr\/share\/keyrings\/docker-archive-keyring.gpg] https:\/\/download.docker.com\/linux\/ubuntu $(lsb_release -cs) stable\" | sudo tee \/etc\/apt\/sources.list.d\/docker.list &gt; \/dev\/null\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>3) \u0644\u06cc\u0633\u062a \u0645\u0646\u0628\u0639 \u0628\u0633\u062a\u0647 Ubuntu \u0631\u0627 \u0628\u0647 \u0631\u0648\u0632 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>apt update\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>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjt55lafx18l1k636jnf8.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631 \u0645\u0631\u062d\u0644\u0647 8-1\" loading=\"lazy\" width=\"800\" height=\"207\" title=\"\"><\/p>\n<p>4) \u0645\u0648\u062a\u0648\u0631 Docker \u0648 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>sudo apt install docker-ce docker-ce-cli containerd.io -y\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>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F7wenn6jp9tfekqhkxwhw.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631 \u0645\u0631\u062d\u0644\u0647 8-2\" loading=\"lazy\" width=\"800\" height=\"507\" title=\"\"><\/p>\n<p>5) \u0646\u0635\u0628 \u0631\u0627 \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0623\u06cc\u06cc\u062f \u0646\u0635\u0628 \u060c \u0646\u0633\u062e\u0647 Docker \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>docker --version\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>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F7u83zd0bd2f26ci6txm7.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631 \u0645\u0631\u062d\u0644\u0647 8-3\" loading=\"lazy\" width=\"800\" height=\"60\" title=\"\"><\/p>\n<p>6) \u0633\u0631\u0648\u06cc\u0633 \u0633\u06cc\u0633\u062a\u0645 Docket \u0631\u0627 \u0634\u0631\u0648\u0639 \u0648 \u0641\u0639\u0627\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>sudo systemctl start docker\nsudo systemctl enable docker\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>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6cz0vbs3vp2oziazk8nv.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 8-4\" loading=\"lazy\" width=\"800\" height=\"75\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_9_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%D9%88_%D8%A7%D8%AC%D8%B1%D8%A7_%D9%85%D8%B1%D9%88%D8%B1%DA%AF%D8%B1_%D8%A7%D8%B2_UI_%D9%88%D8%A8_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 9: \u062a\u0646\u0638\u06cc\u0645 \u0648 \u0627\u062c\u0631\u0627 \u0645\u0631\u0648\u0631\u06af\u0631 \u0627\u0632 UI \u0648\u0628 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>1) \u06a9\u0644\u0648\u0646 \u0645\u0631\u0648\u0631\u06af\u0631 \u0627\u0632 \u0645\u062e\u0632\u0646 \u0648\u0628 ui github \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>git clone https:\/\/github.com\/browser-use\/web-ui.git\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>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjuz5ufbkgl8bybq031dq.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 9-1\" loading=\"lazy\" width=\"800\" height=\"153\" title=\"\"><\/p>\n<p>2) \u0633\u067e\u0633 \u062f\u0631 \u0641\u0647\u0631\u0633\u062a \u0648\u0628-UI \u062d\u0631\u06a9\u062a \u06a9\u0646\u06cc\u062f \u060c \u0638\u0631\u0641 \u0631\u0627 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0628\u0633\u0627\u0632\u06cc\u062f \u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>docker compose up --build\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>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fz6wiljg3m1ilmy0xrji6.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 9-2\" loading=\"lazy\" width=\"800\" height=\"382\" title=\"\"><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fte70mtjdp18q8xvuca48.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 9-3\" loading=\"lazy\" width=\"800\" height=\"499\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_10_%D9%86%D9%85%D8%A7%DB%8C%D9%86%D8%AF%D9%87_%D8%B1%D8%A7_%D8%A8%D8%A7_Deepseek_%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 10: \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0631\u0627 \u0628\u0627 Deepseek \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u067e\u0633 \u0627\u0632 \u0634\u0631\u0648\u0639 \u0645\u0631\u0648\u0631\u06af\u0631 \u0627\u0632 \u0648\u0628 UI \u0628\u0627 Docker \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u062e\u0648\u062f \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>http:\/\/localhost:7788 #If you're on local server\n\nhttp:\/\/<your_server_ip>:7788 #If you're on remote server\n<\/your_server_ip><\/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\u0646\u0627\u0645\u0647 \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u0628\u0627\u0632 \u0645\u06cc \u0634\u0648\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F44jsw13a8xp7m0o2y4ba.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 10-1\" loading=\"lazy\" width=\"800\" height=\"499\" title=\"\"><\/p>\n<p>1) \u062f\u0631 <strong>\u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0639\u0627\u0645\u0644<\/strong> \u0628\u062e\u0634 \u060c \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u062e\u0648\u062f \u0645\u0627\u0646\u0646\u062f:<\/p>\n<ul>\n<li>\n<p><strong>\u0646\u0648\u0639 \u0639\u0627\u0645\u0644<\/strong>: \u0627\u06af\u0631 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0627\u0632 \u0627\u0635\u0644\u06cc \u06cc\u0627 \u0633\u0641\u0627\u0631\u0634\u06cc \u0628\u0631\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u0633\u0631\u06cc\u0639 \u0648 \u0634\u062e\u0635\u06cc \u0633\u0627\u0632\u06cc \u0633\u06cc\u0633\u062a\u0645 \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u060c org.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u0631\u0627\u062d\u0644 \u0627\u062c\u0631\u0627 \u062d\u062f\u0627\u06a9\u062b\u0631<\/strong>: \u062d\u062f\u0627\u06a9\u062b\u0631 \u062a\u0639\u062f\u0627\u062f \u0645\u0631\u0627\u062d\u0644 \u0634\u0645\u0627 \u0628\u0647 \u0645\u0631\u0648\u0631\u06af\u0631 \u062e\u0648\u062f \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u06cc\u062f \u062a\u0627 \u0631\u0648\u06cc \u0645\u0631\u0648\u0631\u06af\u0631 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062d\u062f\u0627\u06a9\u062b\u0631 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u062f\u0631 \u0647\u0631 \u0645\u0631\u062d\u0644\u0647<\/strong>: \u062d\u062f\u0627\u06a9\u062b\u0631 \u062a\u0639\u062f\u0627\u062f \u0627\u0642\u062f\u0627\u0645\u0627\u062a\u06cc \u06a9\u0647 \u0628\u0647 \u0645\u0631\u0648\u0631\u06af\u0631 \u062e\u0648\u062f \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u06cc\u062f \u062f\u0631 \u0647\u0631 \u0645\u0631\u062d\u0644\u0647 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0632 \u0686\u0634\u0645 \u0627\u0646\u062f\u0627\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/strong>: \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0641\u0639\u0627\u0644 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u062e\u0648\u062f \u062f\u0631 \u0636\u0645\u0646 \u06cc\u0627\u0641\u062a\u0646 \u0646\u062a\u0627\u06cc\u062c \u060c \u0627\u0632 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0628\u0635\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f.<\/p>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F8auz2x6m9alma3dogen2.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 10-2\" loading=\"lazy\" width=\"800\" height=\"499\" title=\"\"><\/p>\n<p>2) <strong>\u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc LLM<\/strong> \u0645\u0647\u0645\u062a\u0631\u06cc\u0646 \u0628\u062e\u0634 \u0628\u0631\u0627\u06cc \u0645\u0627 \u0627\u0633\u062a \u060c \u0632\u06cc\u0631\u0627 \u0627\u06cc\u0646 \u062c\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u0627 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u062f\u0644 \u062e\u0648\u062f \u0633\u0641\u0627\u0631\u0634\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u062f\u0648 \u0631\u0648\u0634 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0627\u0632 Deepseek LLM \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<ul>\n<li>\n<p><strong>\u0633\u0631\u0648\u0631 \u0627\u0648\u0644\u0627\u0645\u0627<\/strong>: \u06cc\u06a9 \u0645\u062f\u0644 DeepSeek-R1 \u0631\u0627 \u0628\u0627 Ollama \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0645\u062d\u0644\u06cc \u062e\u0648\u062f \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f. \u062f\u0631 UI \u0648\u0628 \u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f <code>ollama<\/code> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 <strong>\u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f\u0647 LLM<\/strong>\u060c \u0648 \u062e\u0648\u062f \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f <strong>\u0646\u0627\u0645 \u0645\u062f\u0644<\/strong> (\u06cc\u06a9\u06cc \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u0634\u062f\u0647 \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645).<br \/>\u0628\u06cc\u0627\u0645\u0648\u0632\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f DeepSeek-R1 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Ollama \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u06a9\u0644\u06cc\u062f API<\/strong>: \u062f\u0648\u0645 \u0648 \u0631\u0648\u0634\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0623\u0645\u06cc\u0646 \u0642\u062f\u0631\u062a \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u062e\u0648\u062f \u0628\u0627 Deepseek \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 API \u0631\u0633\u0645\u06cc Deepseek \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0641\u0642\u0637 \u0628\u0627\u06cc\u062f \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f <code>deepseek<\/code> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f\u0647 LLM \u0648 <code>deepseek-reasoner<\/code> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062f\u0644. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u060c \u06a9\u0644\u06cc\u062f API \u062e\u0648\u062f \u0631\u0627 \u0627\u0632 \u062f\u0627\u0634\u0628\u0648\u0631\u062f Deepseek \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0631\u062f\u0647 \u0648 \u0622\u0646 \u0631\u0627 \u0631\u0648\u06cc \u0622\u0646 \u0642\u0631\u0627\u0631 \u062f\u0647\u06cc\u062f <strong>\u06a9\u0644\u06cc\u062f API<\/strong> \u0628\u062e\u0634 \u0648\u0631\u0648\u062f\u06cc<\/p>\n<\/li>\n<\/ul>\n<p>\u0628\u0631\u0627\u06cc \u062f\u0627\u0645\u0646\u0647 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u060c \u0628\u0627 \u06af\u0632\u06cc\u0646\u0647 \u062f\u0648\u0645 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0631\u0641\u062a. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u060c \u062f\u0631 \u0635\u0648\u0631\u062a \u062a\u0645\u0627\u06cc\u0644 \u0627\u0632 \u0647\u0631 \u06af\u0632\u06cc\u0646\u0647 \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0634\u0645\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fcsi6xfihij01qqt837zl.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 10-3\" loading=\"lazy\" width=\"800\" height=\"499\" title=\"\"><\/p>\n<p>3) \u062a\u0645\u0627\u0645 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0645\u0631\u0648\u0631\u06af\u0631 \u0631\u0627 \u0645\u0631\u0648\u0631 \u06a9\u0646\u06cc\u062f \u0648 \u0627\u06af\u0631 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0645\u0631\u0648\u0631\u06af\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u0631\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0648\u0628 \u0648\u0628 \u0628\u0627\u0632 \u06a9\u0646\u062f \u060c \u0628\u0647 \u062c\u0627\u06cc \u0628\u0627\u0632 \u06a9\u0631\u062f\u0646 \u06cc\u06a9 \u0632\u0628\u0627\u0646\u0647 \u0645\u0631\u0648\u0631\u06af\u0631 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u060c \u0645\u0631\u0648\u0631\u06af\u0631 \u0631\u0627 \u062f\u0631 \u062f\u0627\u062e\u0644 \u0627\u06cc\u0646 \u0648\u0628 \u062e\u0648\u062f \u0628\u0627\u0632 \u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fklxb09x5vh5zdnj2lw0z.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0645\u0631\u062d\u0644\u0647 10-4\" loading=\"lazy\" width=\"800\" height=\"499\" title=\"\"><\/p>\n<p>4) \u062f\u0631 \u0622\u062e\u0631 \u060c \u0633\u0631\u06cc\u0639 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f <strong>\u062a\u0648\u0635\u06cc\u0641 \u06a9\u0627\u0631<\/strong>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644:<\/p>\n<p>&#8220;\u0645\u0642\u0627\u0644\u0647 \u0639\u0627\u0645\u0644 \u0627\u0644\u06cc\u0632\u0627 \u0631\u0627 \u062a\u0648\u0633\u0637 Nodeshift \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u060c \u0648 URL \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0645\u0646 \u0628\u062f\u0647\u06cc\u062f&#8221;.<\/p>\n<p>\u0648 \u0628\u0627 \u06a9\u0644\u06cc\u06a9 \u0628\u0631 \u0631\u0648\u06cc \u0622\u0646 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f <strong>\u0639\u0627\u0645\u0644 \u0627\u062c\u0631\u0627<\/strong>\u0628\u0634\u0631<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%B3%D8%AA%D9%86%D8%AA%D8%A7%D8%AC_%E2%80%93_1\"><\/span>\n<p>  \u0627\u0633\u062a\u0646\u062a\u0627\u062c &#8211; 1<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062f\u0631 \u0632\u06cc\u0631 \u0639\u06a9\u0633 \u0647\u0627\u06cc \u0646\u062d\u0648\u0647 \u06a9\u0627\u0631 \u0639\u0627\u0645\u0644 \u0631\u0648\u06cc \u0645\u0631\u0648\u0631\u06af\u0631 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fdyqhkbi1nifdbm9ols3c.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0627\u0633\u062a\u0646\u062a\u0627\u062c 1-1\" loading=\"lazy\" width=\"800\" height=\"404\" title=\"\"><\/p>\n<ul>\n<li>\u0637\u0628\u0642 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u060c \u0646\u0627\u0645 \u0645\u0642\u0627\u0644\u0647 \u0631\u0627 \u062c\u0633\u062a\u062c\u0648 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fiilycyrc8ao0qpxght0n.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0627\u0633\u062a\u0646\u062a\u0627\u062c 1-2\" loading=\"lazy\" width=\"800\" height=\"397\" title=\"\"><\/p>\n<ul>\n<li>\u0644\u06cc\u0633\u062a \u0645\u0642\u0627\u0644\u0627\u062a \u0645\u0631\u0628\u0648\u0637\u0647 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjek38qni94hdz5wpzmj0.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0627\u0633\u062a\u0646\u062a\u0627\u062c 1-3\" loading=\"lazy\" width=\"800\" height=\"398\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%B3%D8%AA%D9%86%D8%AA%D8%A7%D8%AC_%E2%80%93_2\"><\/span>\n<p>  \u0627\u0633\u062a\u0646\u062a\u0627\u062c &#8211; 2<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u0627 \u0622\u0646 \u0631\u0627 \u0628\u0627 \u06cc\u06a9 \u0641\u0648\u0631\u06cc\u062a \u0645\u062a\u0641\u0627\u0648\u062a \u0622\u0632\u0645\u0627\u06cc\u0634 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f. \u0627\u06cc\u0646 \u0628\u0627\u0631 \u060c \u0645\u0627 \u0627\u0632 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0628\u0647\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0641\u0647 \u0647\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647 \u062f\u0631 \u0628\u0631\u0644\u06cc\u0646 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f \u0648 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u0628\u0631\u062a\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0627 \u062a\u0647\u06cc\u0647 \u06a9\u0646\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fzwhh59t382cy77a0ngsp.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0627\u0633\u062a\u0646\u062a\u0627\u062c 2-1\" loading=\"lazy\" width=\"800\" height=\"317\" title=\"\"><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0639\u06a9\u0633\u0647\u0627\u06cc \u0641\u0648\u0631\u06cc \u062f\u0631 \u062d\u0627\u0644 \u06a9\u0627\u0631 \u0627\u0633\u062a:<\/p>\n<ul>\n<li>\u062f\u0631 \u0647\u0645\u0627\u0646 \u0646\u0648\u0627\u0631 \u062c\u0633\u062a\u062c\u0648 \u060c \u0645\u0637\u0627\u0628\u0642 \u0633\u0631\u06cc\u0639 \u062f\u0648\u0645 \u060c \u0628\u0647\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0641\u0647 \u0647\u0627 \u0631\u0627 \u062c\u0633\u062a\u062c\u0648 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ficjgjxkunipwst4kn3dd.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0627\u0633\u062a\u0646\u062a\u0627\u062c 2-2\" loading=\"lazy\" width=\"800\" height=\"403\" title=\"\"><\/p>\n<ul>\n<li>\u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u060c \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u067e\u06cc\u0648\u0646\u062f\u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647 \u067e\u06cc\u0645\u0627\u06cc\u0634 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F5yaczp77dlhmf2s05f3y.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0627\u0633\u062a\u0646\u062a\u0627\u062c 2-3\" loading=\"lazy\" width=\"800\" height=\"410\" title=\"\"><\/p>\n<ul>\n<li>\u0646\u062a\u06cc\u062c\u0647 \u0646\u0647\u0627\u06cc\u06cc &#8220;5 \u06a9\u0627\u0641\u0647 \u0645\u0637\u0627\u0644\u0639\u0647 \u0628\u0631\u062a\u0631 \u062f\u0631 \u0628\u0631\u0644\u06cc\u0646&#8221; \u0631\u0627 \u062f\u0631 \u0645\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u06cc\u062f <strong>\u0646\u062a\u0627\u06cc\u062c<\/strong> \u0628\u062e\u0634 UI \u0648\u0628:<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fx3o1myai46vdc9ad1nl4.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631-\u0627\u0633\u062a\u0646\u062a\u0627\u062c 2-4\" loading=\"lazy\" width=\"800\" height=\"214\" title=\"\"><\/p>\n<p>\u062f\u0631 \u0632\u06cc\u0631 \u0646\u0645\u0627\u06cc \u06a9\u0627\u0645\u0644 \u0644\u06cc\u0633\u062a\u06cc \u06a9\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0646\u062a\u0627\u06cc\u062c \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>Top 5 study cafes in Berlin (based on Yelp):\n\n1. 19grams Alex\n\n2. Bonanza\n\n3. Oslo Kaffebar\n\n4. Cuccuma\n\n5. Einstein Kaffee\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>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0631\u0648\u0646\u062f \u0641\u0631\u0627\u06cc\u0646\u062f \u0641\u06a9\u0631\u06cc \u0645\u062f\u0644 \u062f\u0646\u0628\u0627\u0644 \u0634\u062f\u0647 \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0648\u0638\u06cc\u0641\u0647 \u0645\u0627 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>[CustomAgentBrain(prev_action_evaluation='Success - The page successfully loaded and displays search results for \"best study cafe Berlin\".', important_contents=\"Top 10 Best Study Cafe Near Berlin, Berlin \u00b7 1. 19grams Alex \u00b7 2. Bonanza \u00b7 3. Oslo Kaffebar \u00b7 4. Cuccuma \u00b7 5. Einstein Kaffee \u00b7 6. Maxway Coffee \u00b7 7.\", task_progress=\"1. Searched Google for \"best study cafe Berlin\".\", future_plans=\"1. Extract the names of the top 5 cafes from the search results.\", thought=\"The Google search results page contains several links to articles and forums discussing study cafes in Berlin. The Yelp link provides a top 10 list, which is more than sufficient to fulfill the request for the top 5. I will extract the names from the Yelp listing.\", summary='Extract the names of the top 5 cafes from the Yelp results on the current page.')]\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<h2><span class=\"ez-toc-section\" id=\"%D9%BE%D8%A7%DB%8C%D8%A7%D9%86\"><\/span>\n<p>  \u067e\u0627\u06cc\u0627\u0646<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0647\u0645 \u0627\u0641\u0632\u0627\u06cc\u06cc \u0628\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc Deepseek \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0631\u0648\u0631\u06af\u0631 \u0628\u0631\u0627\u06cc \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u06a9\u0627\u0631\u0647\u0627\u06cc \u0648\u0628 \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u0645. \u0645\u0627 \u06cc\u06a9 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