{"id":101824,"date":"2025-03-16T20:34:44","date_gmt":"2025-03-16T17:04:44","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/"},"modified":"2025-03-16T20:34:44","modified_gmt":"2025-03-16T17:04:44","slug":"%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/","title":{"rendered":"\u0631\u0627\u0647 \u062d\u0644 \u06a9\u0627\u0631\u062a \u0648\u06cc\u0632\u06cc\u062a \u0628\u0627 Deepseek"},"content":{"rendered":"<div data-article-id=\"2336078\" id=\"article-body\">\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div 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\u0627\u0633\u06a9\u0646\u0631 \u06a9\u0627\u0631\u062a \u0648\u06cc\u0632\u06cc\u062a \u0645\u062f\u0631\u0646 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc: \u0634\u06cc\u0631\u062c\u0647 \u0639\u0645\u06cc\u0642 \u0628\u0647 AWS \u0648 \u0627\u062f\u063a\u0627\u0645 Deepseek<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#%F0%9F%8E%AF_%D9%85%D8%B4%DA%A9%D9%84\" >\ud83c\udfaf \u0645\u0634\u06a9\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#%F0%9F%92%A1_%D8%B1%D8%A7%D9%87_%D8%AD%D9%84\" >\ud83d\udca1 \u0631\u0627\u0647 \u062d\u0644<\/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\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#%F0%9F%8F%97_%D9%85%D8%B9%D9%85%D8%A7%D8%B1%DB%8C_%D9%81%D9%86%DB%8C\" >\ud83c\udfd7 \u0645\u0639\u0645\u0627\u0631\u06cc \u0641\u0646\u06cc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#%D8%A7%D8%AC%D8%B2%D8%A7%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\" >\u0627\u062c\u0632\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#%F0%9F%94%8D_%D9%88%DB%8C%DA%98%DA%AF%DB%8C_%D9%87%D8%A7%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\" >\ud83d\udd0d \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#1_%D8%A7%D8%B3%DA%A9%D9%86_%DA%A9%D8%A7%D8%B1%D8%AA_%D9%87%D9%88%D8%B4%D9%85%D9%86%D8%AF\" >1. \u0627\u0633\u06a9\u0646 \u06a9\u0627\u0631\u062a \u0647\u0648\u0634\u0645\u0646\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\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#2_%D8%AA%D8%AC%D8%B2%DB%8C%D9%87_%D9%88_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D8%B4%D8%A8%DA%A9%D9%87\" >2. \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0634\u0628\u06a9\u0647<\/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\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#3_%D8%B1%D8%A7%D8%A8%D8%B7_%DA%86%D8%AA_%D8%A8%D8%A7_%D9%82%D8%AF%D8%B1%D8%AA_AI\" >3. \u0631\u0627\u0628\u0637 \u0686\u062a \u0628\u0627 \u0642\u062f\u0631\u062a AI<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#%F0%9F%9A%80_%D8%B4%D8%B1%D9%88%D8%B9_%DA%A9%D8%A7%D8%B1\" >\ud83d\ude80 \u0634\u0631\u0648\u0639 \u06a9\u0627\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#%F0%9F%8E%A8_%D8%AA%D8%AC%D8%B1%D8%A8%D9%87_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1\" >\ud83c\udfa8 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#%F0%9F%92%B0_%D8%AA%D8%AE%D9%85%DB%8C%D9%86_%D9%87%D8%B2%DB%8C%D9%86%D9%87\" >\ud83d\udcb0 \u062a\u062e\u0645\u06cc\u0646 \u0647\u0632\u06cc\u0646\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#%F0%9F%94%AE_%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA_%D9%87%D8%A7%DB%8C_%D8%A2%DB%8C%D9%86%D8%AF%D9%87\" >\ud83d\udd2e \u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#learn_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\" >learn \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/a><\/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\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#%F0%9F%8E%81_%D9%85%D9%86%D8%A8%D8%B9_%D8%A8%D8%A7%D8%B2\" >\ud83c\udf81 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87-%d8%ad%d9%84-%da%a9%d8%a7%d8%b1%d8%aa-%d9%88%db%8c%d8%b2%db%8c%d8%aa-%d8%a8%d8%a7-deepseek\/#%F0%9F%94%97_%D9%85%D9%86%D8%A7%D8%A8%D8%B9\" >\ud83d\udd17 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\u0645\u0635\u0646\u0648\u0639\u06cc: \u0634\u06cc\u0631\u062c\u0647 \u0639\u0645\u06cc\u0642 \u0628\u0647 AWS \u0648 \u0627\u062f\u063a\u0627\u0645 Deepseek<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0633\u0644\u0627\u0645 \u060c \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062f\u06cc\u06af\u0631! \ud83d\udc4b \u0627\u0645\u0631\u0648\u0632 \u060c \u0645\u0646 \u0647\u06cc\u062c\u0627\u0646 \u0632\u062f\u0647 \u0627\u0645 \u06a9\u0647 \u0633\u0641\u0631 \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0646 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0633\u06a9\u0646\u0631 \u06a9\u0627\u0631\u062a \u0648\u06cc\u0632\u06cc\u062a \u0645\u062f\u0631\u0646 \u06a9\u0647 \u0627\u0632 AI \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0627\u0631\u062a\u0647\u0627\u06cc \u0648\u06cc\u0632\u06cc\u062a \u0641\u06cc\u0632\u06cc\u06a9\u06cc \u0628\u0647 \u0645\u062e\u0627\u0637\u0628\u06cc\u0646 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0633\u0627\u0632\u0645\u0627\u0646 \u06cc\u0627\u0641\u062a\u0647 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u0645. \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u062e\u062f\u0645\u0627\u062a AWS \u0631\u0627 \u0628\u0627 API Deepseek \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0634\u0628\u06a9\u0647 \u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8E%AF_%D9%85%D8%B4%DA%A9%D9%84\"><\/span>\n<p>  \ud83c\udfaf \u0645\u0634\u06a9\u0644<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0639\u0635\u0631 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0627\u0645\u0631\u0648\u0632 \u060c \u0645\u0627 \u0647\u0646\u0648\u0632 \u06a9\u0627\u0631\u062a \u0648\u06cc\u0632\u06cc\u062a \u0641\u06cc\u0632\u06cc\u06a9\u06cc \u0631\u0627 \u0645\u0628\u0627\u062f\u0644\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u060c \u0627\u0645\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0622\u0646\u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0631\u0622\u0645\u062f \u06cc\u06a9 \u0686\u0627\u0644\u0634 \u0627\u0633\u062a:<\/p>\n<ul>\n<li>\u06a9\u0627\u0631\u062a \u0647\u0627 \u06af\u0645 \u0645\u06cc \u0634\u0648\u0646\u062f \u06cc\u0627 \u0622\u0633\u06cc\u0628 \u0645\u06cc \u0628\u06cc\u0646\u0646\u062f<\/li>\n<li>\u0648\u0631\u0648\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0633\u062a\u06cc \u0648\u0642\u062a \u06af\u06cc\u0631 \u0648 \u0645\u0633\u062a\u0639\u062f \u062e\u0637\u0627 \u0627\u0633\u062a<\/li>\n<li>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0634\u0628\u06a9\u0647 \u062d\u0631\u0641\u0647 \u0627\u06cc \u062e\u0648\u062f \u0628\u0647 \u0637\u0648\u0631 \u0645\u0624\u062b\u0631 \u062f\u0634\u0648\u0627\u0631 \u0627\u0633\u062a<\/li>\n<li>\u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0645\u062e\u0627\u0637\u0628\u06cc\u0646 \u062e\u0627\u0635 \u06cc\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u06cc\u0646 \u0634\u0631\u06a9\u062a \u0647\u0627 \u062f\u0634\u0648\u0627\u0631 \u0627\u0633\u062a<\/li>\n<\/ul>\n<p>\u0631\u0627\u0647 \u062d\u0644 \u0627\u0633\u06a9\u0646 \u06a9\u0627\u0631\u062a \u0648\u06cc\u0632\u06cc\u062a \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u060c \u0627\u0645\u0627 \u0622\u0646\u0647\u0627 \u0627\u063a\u0644\u0628:<\/p>\n<ul>\n<li>\u06af\u0631\u0627\u0646<\/li>\n<li>\u06a9\u0627\u0631\u0628\u0631 \u067e\u0633\u0646\u062f \u0646\u06cc\u0633\u062a<\/li>\n<li>\u0641\u0642\u0637 \u0627\u0632 \u06a9\u062a\u0627\u0628 \u0622\u062f\u0631\u0633 \u062f\u0627\u062e\u0644\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f \u060c \u0628\u062f\u0648\u0646 \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u0645\u062e\u0627\u0637\u0628\u06cc\u0646 \u062f\u0633\u062a\u06af\u0627\u0647<\/li>\n<li>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u062f\u0631 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u060c \u0634\u0645\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0646\u062f\u0627\u0631\u06cc\u062f<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%92%A1_%D8%B1%D8%A7%D9%87_%D8%AD%D9%84\"><\/span>\n<p>  \ud83d\udca1 \u0631\u0627\u0647 \u062d\u0644<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0646 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u0633\u0627\u062e\u062a\u0645 \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644\u0627\u062a \u0631\u0627 \u062d\u0644 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<ul>\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u06a9\u0627\u0631\u062a \u0648\u06cc\u0632\u06cc\u062a<\/li>\n<li>\u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u062a\u0645\u0627\u0633 \u0628\u0627 \u0627\u0628\u0631\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u063a\u0646\u06cc<\/li>\n<li>\u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0645\u062e\u0627\u0637\u0628\u06cc\u0646 \u0631\u0627 \u0628\u0647 \u0645\u062e\u0627\u0637\u0628\u06cc\u0646 \u062a\u0644\u0641\u0646 \u062e\u0648\u062f \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0633\u062a\u0647 \u0627\u06cc \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f!<\/li>\n<li>\u0631\u0627\u0647 \u062d\u0644 \u062e\u0648\u062f \u0645\u0633\u062a\u0642\u0631 \u060c \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u06a9\u0647 \u0634\u0645\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u062f\u0627\u0631\u06cc\u062f \u0648 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u06a9\u0646\u062a\u0631\u0644 \u0645\u06cc \u06a9\u0646\u06cc\u062f!<\/li>\n<li>\u0627\u0631\u0627\u0626\u0647 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u062a\u062c\u0633\u0645 \u0634\u0628\u06a9\u0647<\/li>\n<li>\u0627\u0631\u0627\u0626\u0647 \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u0686\u062a \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0627\u0632 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u062a\u0645\u0627\u0633 \u0634\u0645\u0627<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8F%97_%D9%85%D8%B9%D9%85%D8%A7%D8%B1%DB%8C_%D9%81%D9%86%DB%8C\"><\/span>\n<p>  \ud83c\udfd7 \u0645\u0639\u0645\u0627\u0631\u06cc \u0641\u0646\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0631 \u0631\u0648\u06cc \u06cc\u06a9 \u067e\u0634\u062a\u0647 \u0628\u062f\u0648\u0646 \u0633\u0631\u0648\u0631 \u0645\u062f\u0631\u0646 \u0633\u0627\u062e\u062a\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%2Fwn7ow12ak5r706trwmsd.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"761\" height=\"631\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AC%D8%B2%D8%A7%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\"><\/span>\n<p>  \u0627\u062c\u0632\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\n<p><strong>\u062c\u0628\u0647\u0647<\/strong>: <\/p>\n<ul>\n<li>\u0628\u0631\u0646\u0627\u0645\u0647 \u062a\u06a9 \u0635\u0641\u062d\u0647 \u0627\u06cc \u06a9\u0647 \u062f\u0631 S3 \u0645\u06cc\u0632\u0628\u0627\u0646\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a<\/li>\n<li>\u062a\u062c\u0633\u0645 \u0634\u0628\u06a9\u0647 \u062a\u0639\u0627\u0645\u0644\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 d3.js<\/li>\n<li>\u0631\u0627\u0628\u0637 \u0686\u062a \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc<\/li>\n<li>\u0637\u0631\u0627\u062d\u06cc \u067e\u0627\u0633\u062e\u06af\u0648 \u0628\u0627 Tailwind CSS<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u067e\u0634\u062a<\/strong>:<\/p>\n<ul>\n<li>AWS Lambda \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0628\u062f\u0648\u0646 \u0633\u0631\u0648\u0631<\/li>\n<li>Amazon Textract \u0628\u0631\u0627\u06cc OCR<\/li>\n<li>API Deepseek \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f<\/li>\n<li>DynamoDB \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062a\u0645\u0627\u0633<\/li>\n<li>S3 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062a\u0635\u0648\u06cc\u0631<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a<\/strong>:<\/p>\n<ul>\n<li>AWS Cognito \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0627\u0631\u0628\u0631<\/li>\n<li>\u062f\u0633\u062a\u0631\u0633\u06cc API \u0631\u0627 \u0628\u0627 \u0646\u0642\u0634 \u0647\u0627\u06cc IAM \u0627\u06cc\u0645\u0646 \u06a9\u0646\u06cc\u062f<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%94%8D_%D9%88%DB%8C%DA%98%DA%AF%DB%8C_%D9%87%D8%A7%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\"><\/span>\n<p>  \ud83d\udd0d \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"1_%D8%A7%D8%B3%DA%A9%D9%86_%DA%A9%D8%A7%D8%B1%D8%AA_%D9%87%D9%88%D8%B4%D9%85%D9%86%D8%AF\"><\/span>\n<p>  1. \u0627\u0633\u06a9\u0646 \u06a9\u0627\u0631\u062a \u0647\u0648\u0634\u0645\u0646\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"k\">def<\/span> <span class=\"nf\">parse_with_deepseek<\/span><span class=\"p\">(<\/span><span class=\"n\">raw_text<\/span><span class=\"p\">):<\/span>\n    <span class=\"n\">prompt<\/span> <span class=\"o\">=<\/span> <span class=\"p\">(<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">Extract the following information from the provided business card text: <\/span><span class=\"sh\">\"<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">name, company, department, title, email, phone, address, website. <\/span><span class=\"sh\">\"<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">Additionally, categorize the company<\/span><span class=\"sh\">'<\/span><span class=\"s\">s industry...<\/span><span class=\"sh\">\"<\/span>\n    <span class=\"p\">)<\/span>\n    <span class=\"c1\"># DeepSeek API integration for smart data extraction\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<h3><span class=\"ez-toc-section\" id=\"2_%D8%AA%D8%AC%D8%B2%DB%8C%D9%87_%D9%88_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D8%B4%D8%A8%DA%A9%D9%87\"><\/span>\n<p>  2. \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0634\u0628\u06a9\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight javascript\"><code><span class=\"kd\">function<\/span> <span class=\"nf\">updateNetworkVisualization<\/span><span class=\"p\">()<\/span> <span class=\"p\">{<\/span>\n    <span class=\"c1\">\/\/ D3.js force-directed graph<\/span>\n    <span class=\"kd\">const<\/span> <span class=\"nx\">simulation<\/span> <span class=\"o\">=<\/span> <span class=\"nx\">d3<\/span><span class=\"p\">.<\/span><span class=\"nf\">forceSimulation<\/span><span class=\"p\">(<\/span><span class=\"nx\">nodes<\/span><span class=\"p\">)<\/span>\n        <span class=\"p\">.<\/span><span class=\"nf\">force<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">link<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"nx\">d3<\/span><span class=\"p\">.<\/span><span class=\"nf\">forceLink<\/span><span class=\"p\">(<\/span><span class=\"nx\">links<\/span><span class=\"p\">).<\/span><span class=\"nf\">id<\/span><span class=\"p\">(<\/span><span class=\"nx\">d<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"nx\">d<\/span><span class=\"p\">.<\/span><span class=\"nx\">id<\/span><span class=\"p\">))<\/span>\n        <span class=\"p\">.<\/span><span class=\"nf\">force<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">charge<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"nx\">d3<\/span><span class=\"p\">.<\/span><span class=\"nf\">forceManyBody<\/span><span class=\"p\">())<\/span>\n        <span class=\"p\">.<\/span><span class=\"nf\">force<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">center<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"nx\">d3<\/span><span class=\"p\">.<\/span><span class=\"nf\">forceCenter<\/span><span class=\"p\">(<\/span><span class=\"nx\">width<\/span> <span class=\"o\">\/<\/span> <span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"nx\">height<\/span> <span class=\"o\">\/<\/span> <span class=\"mi\">2<\/span><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<h3><span class=\"ez-toc-section\" id=\"3_%D8%B1%D8%A7%D8%A8%D8%B7_%DA%86%D8%AA_%D8%A8%D8%A7_%D9%82%D8%AF%D8%B1%D8%AA_AI\"><\/span>\n<p>  3. \u0631\u0627\u0628\u0637 \u0686\u062a \u0628\u0627 \u0642\u062f\u0631\u062a AI<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"k\">def<\/span> <span class=\"nf\">handle_chat_message<\/span><span class=\"p\">(<\/span><span class=\"n\">event<\/span><span class=\"p\">,<\/span> <span class=\"n\">cors_headers<\/span><span class=\"p\">):<\/span>\n    <span class=\"sh\">\"\"\"<\/span><span class=\"s\">Handle chat messages using DeepSeek.<\/span><span class=\"sh\">\"\"\"<\/span>\n    <span class=\"c1\"># Process natural language queries about your contacts\n<\/span>    <span class=\"c1\"># Generate insights and recommendations\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<h2><span class=\"ez-toc-section\" id=\"%F0%9F%9A%80_%D8%B4%D8%B1%D9%88%D8%B9_%DA%A9%D8%A7%D8%B1\"><\/span>\n<p>  \ud83d\ude80 \u0634\u0631\u0648\u0639 \u06a9\u0627\u0631<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0622\u06cc\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u062e\u0648\u062f\u062a\u0627\u0646 \u0622\u0646 \u0631\u0627 \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0646\u06cc\u062f\u061f \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0686\u06af\u0648\u0646\u0647:<\/p>\n<ol>\n<li>\u06a9\u0644\u0648\u0646 \u0645\u062e\u0632\u0646:\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>git clone <repository-url>\n<span class=\"nb\">cd <\/span>business-card-scanner\n<\/repository-url><\/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>\u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f:\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code><span class=\"nb\">cd <\/span>application\npip <span class=\"nb\">install<\/span> <span class=\"nt\">-r<\/span> requirements.txt\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\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc AWS \u0648 Deepseek:\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight yaml\"><code><span class=\"na\">Environment<\/span><span class=\"pi\">:<\/span>\n  <span class=\"na\">Variables<\/span><span class=\"pi\">:<\/span>\n    <span class=\"na\">DEEPSEEK_API_KEY<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">YOUR_API_KEY'<\/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<ol>\n<li>\u0627\u0633\u062a\u0642\u0631\u0627\u0631:\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>.\/deploy.sh\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=\"%F0%9F%8E%A8_%D8%AA%D8%AC%D8%B1%D8%A8%D9%87_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1\"><\/span>\n<p>  \ud83c\udfa8 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0646\u0627\u0645\u0647 \u06cc\u06a9 \u062a\u062c\u0631\u0628\u0647 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<ol>\n<li>\u0622\u067e\u0644\u0648\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u06a9\u0627\u0631\u062a \u0648\u06cc\u0632\u06cc\u062a (\u062a\u06a9 \u06cc\u0627 \u062f\u0633\u062a\u0647 \u0627\u06cc)<\/li>\n<li>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<li>\u0645\u062e\u0627\u0637\u0628\u06cc\u0646 \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u0645\u062f\u0631\u0646 \u0648 \u0642\u0627\u0628\u0644 \u0641\u06cc\u0644\u062a\u0631 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0634\u0628\u06a9\u0647 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062a\u062c\u0633\u0645 \u062a\u0639\u0627\u0645\u0644\u06cc \u06a9\u0627\u0648\u0634 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0634\u0628\u06a9\u0647 \u062d\u0631\u0641\u0647 \u0627\u06cc \u062e\u0648\u062f \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06af\u067e \u0628\u0632\u0646\u06cc\u062f<\/li>\n<li>\u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0645\u062e\u0627\u0637\u0628\u06cc\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u0631\u0648\u0646\u062f\u0647 \u0647\u0627\u06cc VCARD \u0628\u0631\u0627\u06cc \u0645\u062e\u0627\u0637\u0628\u06cc\u0646 \u062a\u0644\u0641\u0646 \u062e\u0648\u062f \u0635\u0627\u062f\u0631 \u06a9\u0646\u06cc\u062f<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%92%B0_%D8%AA%D8%AE%D9%85%DB%8C%D9%86_%D9%87%D8%B2%DB%8C%D9%86%D9%87\"><\/span>\n<p>  \ud83d\udcb0 \u062a\u062e\u0645\u06cc\u0646 \u0647\u0632\u06cc\u0646\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AWS: \u06a9\u0644 12 \u0645\u0627\u0647 \u0647\u0632\u06cc\u0646\u0647 = 15.00 USD AWS \u0645\u0627\u0634\u06cc\u0646 \u062d\u0633\u0627\u0628 \u0642\u06cc\u0645\u062a \u06af\u0630\u0627\u0631\u06cc<\/p>\n<p>Deepseek API: \u062d\u062f\u0627\u0642\u0644 \u0647\u0632\u06cc\u0646\u0647 = 10RMB = 1.38 USD (1USD = 7.24 RMB)<\/p>\n<p>\u06a9\u0644 \u0647\u0632\u06cc\u0646\u0647 \u0633\u0627\u0644\u0627\u0646\u0647 = AWS+\u06a9\u0644\u06cc\u062f Deepseek = 15+1.38 = 16.38 = \u062d\u062f\u0648\u062f 16.5 \u062f\u0644\u0627\u0631<\/p>\n<p>\u0641\u0631\u0636\u06cc\u0627\u062a \u0627\u0635\u0644\u06cc:<\/p>\n<p>\u062a\u0639\u062f\u0627\u062f \u062f\u0631\u062e\u0648\u0627\u0633\u062a API 1000 \u062f\u0631\u062e\u0648\u0627\u0633\u062a API \u0647\u0631 \u0631\u0648\u0632 x 20 \u0631\u0648\u0632 \u06a9\u0627\u0631\u06cc = 20000 \u062f\u0631\u062e\u0648\u0627\u0633\u062a API \u062f\u0631 \u0647\u0631 \u0645\u0627\u0647<br \/>\u062a\u0639\u062f\u0627\u062f \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0627\u0631\u062a \u0627\u0633\u06a9\u0646: 1 \u06a9\u0627\u0631\u062a \u0647\u0631 \u0631\u0648\u0632 x 30 \u0631\u0648\u0632 = 30 \u062f\u0631\u062e\u0648\u0627\u0633\u062a<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%94%AE_%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA_%D9%87%D8%A7%DB%8C_%D8%A2%DB%8C%D9%86%D8%AF%D9%87\"><\/span>\n<p>  \ud83d\udd2e \u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0646 \u0642\u0635\u062f \u062f\u0627\u0631\u0645 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u0645:<\/p>\n<ol>\n<li>\u0634\u0627\u06cc\u062f \u0628\u0627 HTTPS \u0628\u0647 \u06af\u0648\u0646\u0647 \u0627\u06cc \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u062f \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0628\u0627 \u062f\u0633\u062a\u06af\u0627\u0647 \u062a\u0644\u0641\u0646 \u0647\u0645\u0631\u0627\u0647 \u0627\u0633\u06a9\u0646 \u0634\u0648\u062f<\/li>\n<li>UI\/UX \u0628\u0647\u062a\u0631 \u0648 \u0628\u0647\u0628\u0648\u062f \u062a\u0623\u062e\u06cc\u0631 \u0628\u0627 AI Chatbot.<\/li>\n<li>\u0645\u0639\u0645\u0627\u0631\u06cc \u0641\u0639\u0644\u06cc \u0633\u0631\u0648\u0631 \u06cc\u06a9 &#8220;Lambdalith&#8221; \u0627\u0633\u062a \u060c \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0633\u0631\u06cc\u0639 \u0628\u0631\u0627\u06cc POC \u0628\u0633\u06cc\u0627\u0631 \u0639\u0627\u0644\u06cc \u0627\u0633\u062a \u0627\u0645\u0627 \u0628\u0627 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0647 \u062e\u0648\u0628\u06cc \u0648\u0627\u0631\u062f \u0646\u0645\u06cc \u0634\u0648\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0631 \u0622\u06cc\u0646\u062f\u0647 \u0628\u0647 \u062f\u06a9\u0648\u0631\u0627\u0633\u06cc\u0648\u0646 \u0627\u06cc\u0646 \u0642\u0633\u0645\u062a \u0646\u06cc\u0627\u0632 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"learn_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\"><\/span>\n<p>  learn \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u06a9\u0644\u06cc\u062f\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0633\u0627\u062e\u062a \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0686\u0646\u062f\u06cc\u0646 \u062f\u0631\u0633 \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0631\u0627 \u0628\u0647 \u0645\u0646 \u0622\u0645\u0648\u062e\u062a:<\/p>\n<ol>\n<li>\u0645\u0639\u0645\u0627\u0631\u06cc \u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0633\u0631\u0648\u0631 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0645\u062a\u0641\u06a9\u0631\u0627\u0646\u0647 \u0632\u0645\u0627\u0646 \u062f\u0627\u0631\u0646\u062f<\/li>\n<li>\u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u062f\u0627\u0631\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8E%81_%D9%85%D9%86%D8%A8%D8%B9_%D8%A8%D8%A7%D8%B2\"><\/span>\n<p>  \ud83c\udf81 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0627\u0633\u062a! \u0628\u0627 \u062e\u06cc\u0627\u0644 \u0631\u0627\u062d\u062a \u0628\u0647:<\/p>\n<ul>\n<li>\u0645\u062e\u0632\u0646 \u0631\u0627 \u0633\u062a\u0627\u0631\u0647 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0645\u0648\u0627\u0631\u062f \u06cc\u0627 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627\u06cc \u0648\u06cc\u0698\u06af\u06cc \u0631\u0627 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0627<\/li>\n<li>\u0686\u0646\u06af\u0627\u0644 \u0648 \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062e\u0648\u062f<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%94%97_%D9%85%D9%86%D8%A7%D8%A8%D8%B9\"><\/span>\n<p>  \ud83d\udd17 \u0645\u0646\u0627\u0628\u0639<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%91%8B_%D8%A7%D8%AA%D8%B5%D8%A7%D9%84\"><\/span>\n<p>  \ud83d\udc4b \u0627\u062a\u0635\u0627\u0644<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0646 \u062f\u0648\u0633\u062a \u062f\u0627\u0631\u0645 \u0627\u0641\u06a9\u0627\u0631 \u0648 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u0627\u062a \u0634\u0645\u0627 \u0631\u0627 \u0628\u0634\u0646\u0648\u0645! \u0628\u0627 \u0645\u0646 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0631\u0642\u0631\u0627\u0631 \u06a9\u0646\u06cc\u062f:<\/p>\n<p>\u0627\u06af\u0631 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u067e\u0633\u062a \u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u062a\u0631\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u062c\u0646\u0628\u0647 \u0647\u0627\u06cc \u062e\u0627\u0635 \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f \u060c \u062f\u0631 \u0646\u0638\u0631\u0627\u062a \u0628\u0647 \u0645\u0646 \u0627\u0637\u0644\u0627\u0639 \u062f\u0647\u06cc\u062f!<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0633\u0627\u062e\u062a\u0646 \u06cc\u06a9 \u0627\u0633\u06a9\u0646\u0631 \u06a9\u0627\u0631\u062a \u0648\u06cc\u0632\u06cc\u062a \u0645\u062f\u0631\u0646 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc: \u0634\u06cc\u0631\u062c\u0647 \u0639\u0645\u06cc\u0642 \u0628\u0647 AWS \u0648 \u0627\u062f\u063a\u0627\u0645 Deepseek \u0633\u0644\u0627\u0645 \u060c \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062f\u06cc\u06af\u0631! \ud83d\udc4b \u0627\u0645\u0631\u0648\u0632 \u060c \u0645\u0646 \u0647\u06cc\u062c\u0627\u0646 \u0632\u062f\u0647 \u0627\u0645 \u06a9\u0647 \u0633\u0641\u0631 \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0646 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0633\u06a9\u0646\u0631 \u06a9\u0627\u0631\u062a \u0648\u06cc\u0632\u06cc\u062a \u0645\u062f\u0631\u0646 \u06a9\u0647 \u0627\u0632 AI \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0627\u0631\u062a\u0647\u0627\u06cc \u0648\u06cc\u0632\u06cc\u062a \u0641\u06cc\u0632\u06cc\u06a9\u06cc \u0628\u0647 \u0645\u062e\u0627\u0637\u0628\u06cc\u0646 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0633\u0627\u0632\u0645\u0627\u0646 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":101825,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fsqjy8kajjovzi3mc00xp.png","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-101824","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/101824","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=101824"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/101824\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/101825"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=101824"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=101824"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=101824"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}