{"id":112164,"date":"2025-12-27T10:43:33","date_gmt":"2025-12-27T07:13:33","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d9%85%d9%86-%d9%87%d8%b1-%d8%b1%d9%88%d8%b2-%d8%a8%d9%87-%d9%85%d8%af%d8%aa-%db%8c%da%a9-%d9%85%d8%a7%d9%87-%d8%a7%d8%b2-%d8%b9%d8%a7%d9%85%d9%84-%d8%aa%d8%ba%d8%b0%db%8c%d9%87-%d9%87%d9%88%d8%b4\/"},"modified":"2025-12-27T10:43:33","modified_gmt":"2025-12-27T07:13:33","slug":"%d9%85%d9%86-%d9%87%d8%b1-%d8%b1%d9%88%d8%b2-%d8%a8%d9%87-%d9%85%d8%af%d8%aa-%db%8c%da%a9-%d9%85%d8%a7%d9%87-%d8%a7%d8%b2-%d8%b9%d8%a7%d9%85%d9%84-%d8%aa%d8%ba%d8%b0%db%8c%d9%87-%d9%87%d9%88%d8%b4","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d9%85%d9%86-%d9%87%d8%b1-%d8%b1%d9%88%d8%b2-%d8%a8%d9%87-%d9%85%d8%af%d8%aa-%db%8c%da%a9-%d9%85%d8%a7%d9%87-%d8%a7%d8%b2-%d8%b9%d8%a7%d9%85%d9%84-%d8%aa%d8%ba%d8%b0%db%8c%d9%87-%d9%87%d9%88%d8%b4\/","title":{"rendered":"\u0645\u0646 \u0647\u0631 \u0631\u0648\u0632 \u0628\u0647 \u0645\u062f\u062a \u06cc\u06a9 \u0645\u0627\u0647 \u0627\u0632 \u0639\u0627\u0645\u0644 \u062a\u063a\u0630\u06cc\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0645. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0686\u06cc\u0632\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u0646 \u062f\u0631 \u0648\u0627\u0642\u0639 \u0628\u0627\u06cc\u062f \u0627\u0635\u0644\u0627\u062d \u0645\u06cc \u06a9\u0631\u062f\u0645"},"content":{"rendered":"<p>\u062e\u0644\u0627\u0635\u0647 \u06f2\u06f0\u06f0 \u06a9\u0644\u0645\u0647\u200c\u0627\u06cc \u0628\u0647 \u0632\u0628\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc:<\/p>\n<p>\u0628\u0627 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0627\u0648\u0644\u06cc\u0647 NutriAgent\u060c \u0645\u0634\u06a9\u0644\u0627\u062a \u0648\u0627\u0642\u0639\u06cc \u0634\u0631\u0648\u0639 \u0634\u062f. \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062a\u063a\u0630\u06cc\u0647\u200c\u0627\u06cc \u0628\u06cc\u0646 \u0631\u0627\u0628\u0637 \u062a\u0644\u06af\u0631\u0627\u0645 \u0648 \u0648\u0628 \u062c\u062f\u0627 \u0645\u06cc\u200c\u0634\u062f\u0646\u062f \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0631\u0648\u0632\u0627\u0646\u0647 \u0631\u0627 \u063a\u06cc\u0631\u0645\u0645\u06a9\u0646 \u0645\u06cc\u200c\u06a9\u0631\u062f\u0646\u062f. \u0628\u0631\u0627\u06cc \u062d\u0644 \u0627\u06cc\u0646 \u062a\u06a9\u0647\u200c\u062a\u06a9\u0647 \u0634\u062f\u0646\u060c \u0633\u06cc\u0633\u062a\u0645 \u0627\u062f\u063a\u0627\u0645 \u062d\u0633\u0627\u0628\u200c\u0647\u0627 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f: \u0627\u0632 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0648\u0628 \u06cc\u06a9 \u06a9\u062f \u06a9\u0648\u062a\u0627\u0647\u200c\u0645\u062f\u062a \u062f\u0631\u06cc\u0627\u0641\u062a\u060c \u0628\u0647 \u062a\u0644\u06af\u0631\u0627\u0645 \u0627\u0631\u0633\u0627\u0644 \u0648 \u0633\u06cc\u0633\u062a\u0645 \u0634\u0646\u0627\u0633\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 (\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 clerk_id) \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u06a9\u0631\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0647\u200c\u062c\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0686\u0646\u062f\u06a9\u0627\u0631\u0628\u0631\u0647\u060c \u0641\u0642\u0637 \u06cc\u06a9 \u0647\u0648\u06cc\u062a \u0648\u0627\u062d\u062f \u0628\u0631\u0627\u06cc \u062a\u0645\u0627\u0645 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f.<\/p>\n<p>\u0645\u0634\u06a9\u0644 \u062f\u0648\u0645\u060c \ucc98\ub9ac \u0686\u0646\u062f \u062a\u0635\u0648\u06cc\u0631 \u062f\u0631 \u062a\u0644\u06af\u0631\u0627\u0645 \u0628\u0648\u062f. \u0647\u0631 \u0639\u06a9\u0633 \u0628\u0647\u200c\u0637\u0648\u0631 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0645\u06cc\u200c\u0634\u062f \u0648 \uacb0\uacfc \u0645\u062a\u0646\u0627\u0642\u0636 \u0645\u06cc\u200c\u062f\u0627\u062f. \u0628\u0627 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 Batch Processing \u062f\u0631 \u0647\u0646\u062f\u0644\u0631 \u062a\u0644\u06af\u0631\u0627\u0645 (\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 MediaGroupHandler\u060c \u062a\u0627\u062e\u06cc\u0631 \u06f1 \u062b\u0627\u0646\u06cc\u0647\u200c\u0627\u06cc \u0648 \u0628\u0648\u0641\u0631\u0633\u0627\u0632\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631)\u060c \u0627\u0631\u0633\u0627\u0644 \u06af\u0631\u0648\u0647\u06cc \u0639\u06a9\u0633\u200c\u0647\u0627 \u0641\u0631\u0627\u0647\u0645 \u0634\u062f. \u0627\u06cc\u0646 \u0644\u0627\u06cc\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u0646\u0637\u0642 Telegram \u0627\u0632 \u06a9\u062f \u0627\u0635\u0644\u06cc Agent \u062c\u062f\u0627 \u0646\u06af\u0647 \u062f\u0627\u0634\u062a \u0648 \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u067e\u0644\u062a\u0641\u0631\u0645 \u0631\u0627 \u062a\u0636\u0645\u06cc\u0646 \u06a9\u0631\u062f.<\/p>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u0635\u0644\u0627\u062d\u0627\u062a\u060c \u06a9\u0627\u0631\u0628\u0631\u06cc \u067e\u0627\u06cc\u062f\u062a\u0631 \u0648 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0631\u062e \u062f\u0627\u062f. \u0627\u06cc\u0646 \u062a\u062c\u0631\u0628\u0647 \u06cc\u0627\u062f\u0622\u0648\u0631 \u0627\u06cc\u0646 \u0628\u0648\u062f \u06a9\u0647 \u0633\u0627\u062e\u062a\u0646 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0648\u0627\u0642\u0639\u06cc\u060c \u06a9\u0634\u0641 \u062f\u0631\u062f\u0647\u0627\u06cc UX \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0646\u0645\u0648\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0622\u0634\u06a9\u0627\u0631 \u0646\u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0645\u0648\u0641\u0642\u06cc\u062a \u0646\u0647 \u0641\u0642\u0637 \u062f\u0631 \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u062f\u0647\u060c \u06a9\u0647 \u062f\u0631 \u062d\u0644 \u0645\u0634\u06a9\u0644\u0627\u062a \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0627\u0633\u062a. NutriAgent \u0627\u06a9\u0646\u0648\u0646 \u0628\u0647 \u06cc\u06a9 \u0645\u062d\u0635\u0648\u0644 \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0631\u062a\u0642\u0627 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a.<\/p>\n<div data-article-id=\"3129634\" id=\"article-body\">\n<p>\u06cc\u06a9 \u0645\u0627\u0647 \u067e\u06cc\u0634\u060c \u062f\u0631\u0628\u0627\u0631\u0647 \u0633\u0627\u062e\u062a NutriAgent \u0646\u0648\u0634\u062a\u0645\u060c \u0631\u062f\u06cc\u0627\u0628 \u062a\u063a\u0630\u06cc\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0646 \u06a9\u0647 \u0648\u0639\u062f\u0647\u200c\u0647\u0627\u06cc \u063a\u0630\u0627\u06cc\u06cc \u0631\u0627 \u0627\u0632 \u062a\u0644\u06af\u0631\u0627\u0645 \u0648 \u0648\u0628 \u062f\u0631 \u0628\u0631\u06af\u0647 Google \u0645\u0646 \u062b\u0628\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f (\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u067e\u0633\u062a \u0627\u0635\u0644\u06cc \u0631\u0627 \u0627\u06cc\u0646\u062c\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f). \u0645\u0646 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u06a9\u0627\u0631 \u0627\u0646\u062f\u0627\u062e\u062a\u0645\u060c \u0645\u0642\u0627\u0644\u0647 \u0631\u0627 \u067e\u0633\u062a \u06a9\u0631\u062f\u0645 \u0648 \u0641\u0647\u0645\u06cc\u062f\u0645 \u06a9\u0647 \u0627\u06cc\u0646 \u067e\u0627\u06cc\u0627\u0646 \u062f\u0627\u0633\u062a\u0627\u0646 \u0627\u0633\u062a.<\/p>\n<p>\u0633\u067e\u0633 \u0634\u0631\u0648\u0639 \u06a9\u0631\u062f\u0645 \u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0647\u0631 \u0631\u0648\u0632. \u0648 \u0627\u06cc\u0646 \u0632\u0645\u0627\u0646\u06cc \u0628\u0648\u062f \u06a9\u0647 \u0645\u0634\u06a9\u0644\u0627\u062a \u0648\u0627\u0642\u0639\u06cc \u0634\u0631\u0648\u0639 \u0628\u0647 \u0646\u0645\u0627\u06cc\u0627\u0646 \u0634\u062f\u0646 \u06a9\u0631\u062f\u0646\u062f.<\/p>\n<p>\u0646\u0647 \u0628\u0627\u06af. \u062a\u0635\u0627\u062f\u0641 \u0646\u0645\u06cc \u06a9\u0646\u062f. \u0641\u0642\u0637&#8230; \u0686\u06cc\u0632\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9\u06cc \u06a9\u0647 \u0628\u0627\u0639\u062b \u0634\u062f \u0686\u0646\u062f\u06cc\u0646 \u0628\u0627\u0631 \u062f\u0631 \u0631\u0648\u0632 \u0641\u06a9\u0631 \u06a9\u0646\u0645 &#8220;\u0635\u0628\u0631 \u06a9\u0646\u060c \u0627\u06cc\u0646 \u0622\u0632\u0627\u0631 \u062f\u0647\u0646\u062f\u0647 \u0627\u0633\u062a&#8221;. \u0686\u06cc\u0632\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0641\u0642\u0637 \u0632\u0645\u0627\u0646\u06cc \u0645\u062a\u0648\u062c\u0647 \u0645\u06cc \u0634\u0648\u06cc\u062f \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0648\u0627\u0642\u0639\u06cc \u06cc\u06a9 \u0645\u0634\u06a9\u0644 \u0648\u0627\u0642\u0639\u06cc \u0631\u0627 \u062d\u0644 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0646\u0647 \u0641\u0642\u0637 \u06cc\u06a9 \u0627\u06cc\u062f\u0647 \u062c\u0627\u0644\u0628 \u0631\u0627 \u0646\u0645\u0627\u06cc\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p>\u062f\u0648 \u0645\u0634\u06a9\u0644 \u062a\u062c\u0631\u0628\u0647 \u0631\u0627 \u06a9\u0627\u0645\u0644\u0627\u064b \u0634\u06a9\u0633\u062a.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div 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 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/%d9%85%d9%86-%d9%87%d8%b1-%d8%b1%d9%88%d8%b2-%d8%a8%d9%87-%d9%85%d8%af%d8%aa-%db%8c%da%a9-%d9%85%d8%a7%d9%87-%d8%a7%d8%b2-%d8%b9%d8%a7%d9%85%d9%84-%d8%aa%d8%ba%d8%b0%db%8c%d9%87-%d9%87%d9%88%d8%b4\/#%D9%85%D8%B4%DA%A9%D9%84_%D8%AF%D9%88_%D8%B5%D9%81%D8%AD%D9%87_%DA%AF%D8%B3%D8%AA%D8%B1%D8%AF%D9%87_%DA%86%D8%B1%D8%A7_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D9%85%D9%86_%D8%B4%DA%A9%D8%B3%D8%AA%D9%87_%D8%B4%D8%AF%D9%87_%D8%A7%D9%86%D8%AF\" >\u0645\u0634\u06a9\u0644 \u062f\u0648 \u0635\u0641\u062d\u0647 \u06af\u0633\u062a\u0631\u062f\u0647 (\u0686\u0631\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0646 \u0634\u06a9\u0633\u062a\u0647 \u0634\u062f\u0647 \u0627\u0646\u062f)<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/%d9%85%d9%86-%d9%87%d8%b1-%d8%b1%d9%88%d8%b2-%d8%a8%d9%87-%d9%85%d8%af%d8%aa-%db%8c%da%a9-%d9%85%d8%a7%d9%87-%d8%a7%d8%b2-%d8%b9%d8%a7%d9%85%d9%84-%d8%aa%d8%ba%d8%b0%db%8c%d9%87-%d9%87%d9%88%d8%b4\/#%DA%86%DA%AF%D9%88%D9%86%D9%87_%D9%BE%DB%8C%D9%88%D9%86%D8%AF_%D8%AF%D8%B1_%D9%88%D8%A7%D9%82%D8%B9_%DA%A9%D8%A7%D8%B1_%D9%85%DB%8C_%DA%A9%D9%86%D8%AF\" >\u0686\u06af\u0648\u0646\u0647 \u067e\u06cc\u0648\u0646\u062f \u062f\u0631 \u0648\u0627\u0642\u0639 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" 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\u062a\u063a\u0630\u06cc\u0647\u200c\u0627\u06cc \u0645\u0646 \u062a\u06a9\u0647\u200c\u062a\u06a9\u0647 \u0628\u0648\u062f\u060c \u0648 \u0647\u0631\u06af\u0648\u0646\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0648\u0627\u0642\u0639\u06cc \u0631\u0627 \u063a\u06cc\u0631\u0645\u0645\u06a9\u0646 \u0645\u06cc\u200c\u06a9\u0631\u062f.<\/p>\n<p>\u0645\u062a\u0648\u062c\u0647 \u0634\u062f\u0645 \u06a9\u0647 &#8220;\u0622\u0646 \u0631\u0627 \u0686\u0646\u062f \u06a9\u0627\u0631\u0628\u0631\u0647 \u06a9\u0646\u06cc\u062f&#8221; \u06a9\u0627\u0641\u06cc \u0646\u06cc\u0633\u062a. \u0645\u0646 \u0628\u0647 \u06cc\u06a9 \u0647\u0648\u06cc\u062a \u062f\u0631 \u0647\u0631 \u062f\u0648 \u06a9\u0627\u0646\u0627\u0644 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0634\u062a\u0645.<\/p>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0647\u0631 \u062f\u0648 \u06a9\u0627\u0646\u0627\u0644 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0641\u06cc\u062f \u06cc\u0627\u0641\u062a\u0645\u060c \u062a\u0635\u0645\u06cc\u0645 \u06af\u0631\u0641\u062a\u0645 \u0631\u0627\u0647\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646\u0647\u0627 \u0628\u06cc\u0627\u0628\u0645 \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u0645 \u0631\u0627 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0646\u06af\u0647 \u0645\u06cc\u200c\u062f\u0627\u0631\u0645 \u0648 \u0628\u0631\u0627\u06cc \u062a\u062c\u0633\u0645 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0622\u0633\u0627\u0646 \u0646\u06af\u0647 \u062f\u0627\u0631\u0645.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DA%86%DA%AF%D9%88%D9%86%D9%87_%D9%BE%DB%8C%D9%88%D9%86%D8%AF_%D8%AF%D8%B1_%D9%88%D8%A7%D9%82%D8%B9_%DA%A9%D8%A7%D8%B1_%D9%85%DB%8C_%DA%A9%D9%86%D8%AF\"><\/span>\n<p>  \u0686\u06af\u0648\u0646\u0647 \u067e\u06cc\u0648\u0646\u062f \u062f\u0631 \u0648\u0627\u0642\u0639 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0641\u06a9\u0631 \u06a9\u0631\u062f\u0645 \u06a9\u0647 \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0631\u0627 \u062f\u0631 \u0639\u0627\u0645\u0644 \u0627\u0635\u0644\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u0645: &#8220;\u0627\u06cc\u0645\u06cc\u0644 \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0648\u0646\u062f \u062f\u0627\u062f\u0646 \u062d\u0633\u0627\u0628 \u062e\u0648\u062f \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f.&#8221; \u0627\u0645\u0627 \u062a\u0627\u06cc\u067e \u0627\u06cc\u0645\u06cc\u0644\u200c\u0647\u0627 \u062f\u0631 \u0686\u062a \u0633\u062e\u062a \u0628\u0648\u062f. \u0627\u0646\u062a\u0638\u0627\u0631 \u0628\u0631\u0627\u06cc \u06a9\u062f\u0647\u0627\u06cc \u062a\u0627\u06cc\u06cc\u062f \u062f\u0631 \u062a\u0644\u06af\u0631\u0627\u0645 \u06a9\u0646\u062f\u062a\u0631 \u0627\u0632 \u06a9\u0644\u06cc\u06a9 \u06a9\u0631\u062f\u0646 \u0631\u0648\u06cc \u06cc\u06a9 \u062f\u06a9\u0645\u0647 \u0628\u0648\u062f.<\/p>\n<p>\u0628\u0631\u062e\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0641\u0642\u0637 \u062f\u0631 \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u0648\u0628 \u0633\u0631\u06cc\u0639\u062a\u0631 \u0647\u0633\u062a\u0646\u062f. \u067e\u06cc\u0648\u0646\u062f \u062f\u0627\u062f\u0646 \u062d\u0633\u0627\u0628 \u06cc\u06a9\u06cc \u0627\u0632 \u0622\u0646\u0647\u0627\u0633\u062a.<\/p>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0646 \u06cc\u06a9 \u0635\u0641\u062d\u0647 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0645 \u06a9\u0647 \u06cc\u06a9 \u06a9\u062f \u067e\u06cc\u0648\u0646\u062f \u06a9\u0648\u062a\u0627\u0647 \u0645\u062f\u062a \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f. \u0634\u0645\u0627 \u0622\u0646 \u0631\u0627 \u06a9\u067e\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u062f\u060c \u0622\u0646 \u0631\u0627 \u062f\u0631 \u062a\u0644\u06af\u0631\u0627\u0645 \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u06cc\u062f \u0648 \u0631\u0628\u0627\u062a \u062d\u0633\u0627\u0628 \u0647\u0627\u06cc \u0634\u0645\u0627 \u0631\u0627 \u0645\u062a\u0635\u0644 \u0645\u06cc \u06a9\u0646\u062f. \u0647\u0645\u06cc\u0646 \u0627\u0633\u062a.<\/p>\n<p>\u062c\u0631\u06cc\u0627\u0646:<\/p>\n<ol>\n<li>\u06cc\u06a9 \u06a9\u062f \u0627\u0632 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0648\u0628 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0628\u0631\u0627\u06cc \u0631\u0628\u0627\u062a \u062a\u0644\u06af\u0631\u0627\u0645 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f<\/li>\n<li>Backend \u0634\u0645\u0627 \u0631\u0627 \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0648 \u0645\u062a\u0635\u0644 \u0645\u06cc \u06a9\u0646\u062f <code>telegram_user_id<\/code> \u0628\u0647 \u0634\u0645\u0627 <code>clerk_user_id<\/code>\n<\/li>\n<li>\u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0686\u062a \u0648 \u06af\u0632\u0627\u0631\u0634 \u062a\u063a\u0630\u06cc\u0647 \u0631\u0627 \u0627\u062f\u063a\u0627\u0645 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0647\u0645\u0647 \u0686\u06cc\u0632 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u062d\u0633\u0627\u0628 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f<\/li>\n<\/ol>\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%2Faa50pjd22d8itug4m0h3.png\" alt=\"\u0627\u0633\u06a9\u0631\u06cc\u0646 \u0634\u0627\u062a \u0627\u0632 \u0635\u0641\u062d\u0647 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0648\u0628\" loading=\"lazy\" width=\"800\" height=\"730\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%B2%DB%8C%D8%B1_%D8%B3%D8%B1%D9%BE%D9%88%D8%B4_%DB%8C%DA%A9_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%8C_%D8%AF%D9%88_%DA%A9%D8%A7%D9%86%D8%A7%D9%84%D8%8C_%DB%8C%DA%A9_%D9%85%D9%86%D8%A8%D8%B9_%D8%AD%D9%82%DB%8C%D9%82%D8%AA\"><\/span>\n<p>  \u0632\u06cc\u0631 \u0633\u0631\u067e\u0648\u0634: \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631\u060c \u062f\u0648 \u06a9\u0627\u0646\u0627\u0644\u060c \u06cc\u06a9 \u0645\u0646\u0628\u0639 \u062d\u0642\u06cc\u0642\u062a<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062f\u0631 \u0632\u06cc\u0631 \u06a9\u0627\u067e\u0648\u062a\u060c \u062a\u0635\u0645\u06cc\u0645 \u0627\u0635\u0644\u06cc \u0627\u06cc\u0646 \u0628\u0648\u062f \u06a9\u0647 <strong>\u06cc\u06a9 \u0647\u0648\u06cc\u062a \u06a9\u0627\u0631\u0628\u0631 \u0645\u062a\u0639\u0627\u0631\u0641 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f<\/strong> \u0648 \u0647\u0631 \u0686\u06cc\u0632 \u062f\u06cc\u06af\u0631\u06cc \u0631\u0627 \u0645\u062c\u0628\u0648\u0631 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0627 \u0622\u0646 \u0647\u0645\u0627\u0647\u0646\u06af \u0634\u0648\u062f.<\/p>\n<p>\u062f\u0631 \u0633\u0645\u062a \u0648\u0628\u060c \u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a \u062a\u0648\u0633\u0637 Clerk \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0628\u0647 \u0645\u0646 \u06cc\u06a9 \u0627\u0633\u062a\u06cc\u0628\u0644 \u0645\u06cc \u062f\u0647\u062f <code>clerk_user_id<\/code>. \u0628\u0647 \u062c\u0627\u06cc \u0627\u062e\u062a\u0631\u0627\u0639 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u06cc\u062a \u0645\u0648\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u062a\u0644\u06af\u0631\u0627\u0645\u060c \u062a\u0635\u0645\u06cc\u0645 \u06af\u0631\u0641\u062a\u0645 \u0628\u0633\u0627\u0632\u0645 <code>clerk_user_id<\/code> \u06a9\u0644\u06cc\u062f \u0627\u0635\u0644\u06cc \u062f\u0631 \u0647\u0645\u0647 \u062c\u0627<\/p>\n<p>\u062f\u0631 \u0628\u0627\u0637\u0646\u060c \u0645\u062f\u0644 \u06a9\u0627\u0631\u0628\u0631 \u0627\u06a9\u0646\u0648\u0646 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u0627\u0633\u062a:<\/p>\n<ul>\n<li>\n<code>clerk_user_id<\/code>  \u2192 \u0634\u0646\u0627\u0633\u0647 \u0627\u0648\u0644\u06cc\u0647<\/li>\n<li>\n<code>telegram_user_id<\/code>  \u2192 \u0627\u062e\u062a\u06cc\u0627\u0631\u06cc\u060c \u0628\u0627\u0637\u0644<\/li>\n<li>\n<code>email<\/code>  \u2192 \u0627\u0628\u0631\u062f\u0627\u062f\u0647 \u0648 \u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc<\/li>\n<\/ul>\n<p>\u0627\u06cc\u0646 \u06cc\u0639\u0646\u06cc:<\/p>\n<ul>\n<li>\u062a\u0644\u06af\u0631\u0627\u0645 \u062f\u06cc\u06af\u0631 \u06cc\u06a9 \u00ab\u06a9\u0627\u0631\u0628\u0631 \u0645\u062c\u0632\u0627\u00bb \u0646\u06cc\u0633\u062a<\/li>\n<li>\u0627\u06cc\u0646 \u0641\u0642\u0637 \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u062f\u06cc\u06af\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0647\u0645\u0627\u0646 \u062d\u0633\u0627\u0628 \u0645\u062a\u0635\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a<\/li>\n<li>\u0647\u0645\u0647 \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u062a\u063a\u0630\u06cc\u0647\u060c \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0686\u062a \u0648 \u062e\u0644\u0627\u0635\u0647\u200c\u0647\u0627 \u0628\u0627 \u06cc\u06a9 \u0634\u0646\u0627\u0633\u0647 \u06a9\u0644\u06cc\u062f \u0632\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f<\/li>\n<\/ul>\n<p>\u062c\u0631\u06cc\u0627\u0646 \u06a9\u062f \u067e\u06cc\u0648\u0646\u062f \u0639\u0645\u062f\u0627 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<ul>\n<li>\u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u06cc\u06a9 \u06a9\u062f \u06a9\u0648\u062a\u0627\u0647 \u0645\u062f\u062a \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f <code>clerk_user_id<\/code>\n<\/li>\n<li>\u062a\u0644\u06af\u0631\u0627\u0645 \u06a9\u062f \u0631\u0627 \u0628\u0647 \u0628\u0627\u0637\u0646 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<li>\u0627\u06af\u0631 \u0645\u0639\u062a\u0628\u0631 \u0628\u0627\u0634\u062f\u060c Backend \u067e\u06cc\u0648\u0633\u062a \u0645\u06cc \u0634\u0648\u062f <code>telegram_user_id<\/code> \u0628\u0647 \u0631\u06a9\u0648\u0631\u062f \u06a9\u0627\u0631\u0628\u0631 \u0645\u0648\u062c\u0648\u062f<\/li>\n<\/ul>\n<p>\u0628\u062f\u0648\u0646 \u062d\u062f\u0633 \u0632\u062f\u0646 \u0628\u062f\u0648\u0646 \u0627\u06a9\u062a\u0634\u0627\u0641. \u0628\u062f\u0648\u0646 \u062a\u0637\u0628\u06cc\u0642 \u0627\u06cc\u0645\u06cc\u0644<br \/>\u0627\u06af\u0631 \u06a9\u062f \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u06a9\u0627\u0631\u0628\u0631 \u0628\u0647 \u0635\u0631\u0627\u062d\u062a \u0642\u0635\u062f \u062f\u0627\u0631\u062f \u062d\u0633\u0627\u0628 \u0647\u0627 \u0631\u0627 \u067e\u06cc\u0648\u0646\u062f \u062f\u0647\u062f.<\/p>\n<p>\u0627\u06cc\u0646 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u06a9\u0648\u0686\u06a9 \u06a9\u0644 \u062f\u0633\u062a\u0647 \u0627\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u0644\u0628\u0647 \u0631\u0627 \u06a9\u0647 \u0646\u0645\u06cc \u062e\u0648\u0627\u0633\u062a\u0645 \u0628\u0639\u062f\u0627\u064b \u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc \u06a9\u0646\u0645 \u062d\u0630\u0641 \u06a9\u0631\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%B3%D8%B1%D8%AF%D8%B1%D8%AF_%D8%AA%D9%84%DA%AF%D8%B1%D8%A7%D9%85%DB%8C_%E2%80%9C%DB%8C%DA%A9_%D9%88%D8%B9%D8%AF%D9%87_%D8%BA%D8%B0%D8%A7%DB%8C%DB%8C%D8%8C_%D8%B3%D9%87_%D9%BE%DB%8C%D8%A7%D9%85%E2%80%9D\"><\/span>\n<p>  \u0633\u0631\u062f\u0631\u062f \u062a\u0644\u06af\u0631\u0627\u0645\u06cc &#8220;\u06cc\u06a9 \u0648\u0639\u062f\u0647 \u063a\u0630\u0627\u06cc\u06cc\u060c \u0633\u0647 \u067e\u06cc\u0627\u0645&#8221;.<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0647\u0631 \u062f\u0648 \u06a9\u0627\u0646\u0627\u0644 \u0628\u0647 \u0622\u0631\u0627\u0645\u06cc \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f\u060c \u0634\u0631\u0648\u0639 \u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646\u0647\u0627 \u0628\u0647 \u062c\u0627\u06cc \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u06a9\u0631\u062f\u0645. \u0622\u0646 \u0645\u0648\u0642\u0639 \u0628\u0648\u062f \u06a9\u0647 \u0645\u062a\u0648\u062c\u0647 \u0686\u06cc\u0632 \u062f\u06cc\u06af\u0631\u06cc \u0634\u062f\u0645. \u0646\u0633\u062e\u0647 \u0648\u0628 \u0628\u0647 \u0645\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0686\u0646\u062f\u06cc\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u067e\u06cc\u0627\u0645 \u0645\u062a\u0635\u0644 \u06a9\u0646\u0645\u060c \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u0639\u06a9\u0633 \u0627\u0632 \u063a\u0630\u0627\u06cc \u0645\u0646 \u0628\u0647 \u0627\u0636\u0627\u0641\u0647 \u06cc\u06a9 \u0627\u0633\u06a9\u0631\u06cc\u0646 \u0634\u0627\u062a \u0627\u0632 \u0628\u0631\u0686\u0633\u0628 \u062a\u063a\u0630\u06cc\u0647. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u062a\u062e\u0645\u06cc\u0646 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0633\u06cc\u0627\u0631 \u062f\u0642\u06cc\u0642 \u062a\u0631 \u06a9\u0631\u062f.<\/p>\n<p>\u0627\u0645\u0627 \u0648\u0642\u062a\u06cc \u0647\u0645\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u062f\u0631 \u062a\u0644\u06af\u0631\u0627\u0645 \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0631\u062f\u0645\u060c \u0633\u0647 \u067e\u06cc\u0627\u0645 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f \u0648 \u0633\u0647 \u067e\u0627\u0633\u062e \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0628\u0627 \u062a\u0639\u062f\u0627\u062f \u06a9\u0627\u0644\u0631\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0631\u062f\u0645. \u0647\u0631 \u0639\u06a9\u0633 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062c\u0632\u0627 \u0627\u0632 \u0648\u0628 \u0647\u0648\u06a9\u060c \u0628\u062f\u0648\u0646 \u0632\u0645\u06cc\u0646\u0647 \u0639\u06a9\u0633 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u0634\u062f. \u0634\u06a9\u0627\u0641 \u062a\u062c\u0631\u0628\u0647 \u0646\u0627\u0627\u0645\u06cc\u062f \u06a9\u0646\u0646\u062f\u0647 \u0628\u0648\u062f. \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u062f\u0631 \u0648\u0628 \u0627\u062d\u0633\u0627\u0633 \u0647\u0648\u0634\u0645\u0646\u062f\u06cc \u06a9\u0631\u062f\u060c \u062f\u0631 \u062a\u0644\u06af\u0631\u0627\u0645 \u0634\u06a9\u0633\u062a.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DA%86%DA%AF%D9%88%D9%86%D9%87_%D9%85%D8%B4%DA%A9%D9%84_%DA%86%D9%86%D8%AF%DB%8C%D9%86_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%D8%B1%D8%A7_%D8%B1%D9%81%D8%B9_%DA%A9%D8%B1%D8%AF%D9%85\"><\/span>\n<p>  \u0686\u06af\u0648\u0646\u0647 \u0645\u0634\u06a9\u0644 \u0686\u0646\u062f\u06cc\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0631\u0641\u0639 \u06a9\u0631\u062f\u0645<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062a\u0644\u06af\u0631\u0627\u0645 \u0631\u0627\u0647\u06cc \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06af\u0631\u0648\u0647\u200c\u0647\u0627\u06cc \u0631\u0633\u0627\u0646\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u060c \u062f\u0627\u0631\u062f <code>MediaGroupHandler<\/code> \u062f\u0631 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0646\u0646\u062f\u0647 \u0648\u0628 \u0647\u0648\u06a9 \u0628\u0631\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0686\u0646\u062f\u06cc\u0646 \u0639\u06a9\u0633 \u0631\u0627 \u0647\u0645\u0632\u0645\u0627\u0646 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u06a9\u0646\u06cc\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0646 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u0633\u0627\u062f\u0647 \u0633\u0627\u062e\u062a\u0645:<\/p>\n<ul>\n<li>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0631\u0628\u0627\u062a \u062a\u0635\u0648\u06cc\u0631\u06cc \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0628\u062e\u0634\u06cc \u0627\u0632 \u06cc\u06a9 \u06af\u0631\u0648\u0647 \u0631\u0633\u0627\u0646\u0647 \u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u062f\u060c 1 \u062b\u0627\u0646\u06cc\u0647 \u0635\u0628\u0631 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0631\u0627 \u0622\u063a\u0627\u0632 \u06a9\u0646\u062f<\/li>\n<li>\u0627\u06af\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u06cc\u0634\u062a\u0631\u06cc \u062f\u0631 \u0622\u0646 \u0686\u062a \u062f\u0631 \u067e\u0646\u062c\u0631\u0647 \u0648\u0627\u0631\u062f \u0634\u0648\u062f\u060c \u0622\u0646\u0647\u0627 \u0631\u0627 \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u062f \u0648 \u062a\u0627\u062e\u06cc\u0631 \u0631\u0627 \u0628\u0627\u0632\u0646\u0634\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<li>\u0647\u0645\u0647 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f <code>list[bytes]<\/code> \u0628\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u062f\u0631 \u06cc\u06a9 \u062a\u0645\u0627\u0633<\/li>\n<\/ul>\n<p>\u0645\u0627\u0644 \u0639\u0627\u0645\u0644 <code>analyze()<\/code> \u0631\u0648\u0634 \u0642\u0628\u0644\u0627\u064b \u067e\u0630\u06cc\u0631\u0641\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a <code>list[bytes]<\/code>\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0647\u06cc\u0686 \u062a\u063a\u06cc\u06cc\u0631\u06cc \u062f\u0631 \u0622\u0646\u062c\u0627 \u0644\u0627\u0632\u0645 \u0646\u06cc\u0633\u062a. \u0631\u0641\u0639 \u0645\u0634\u06a9\u0644 \u0635\u0631\u0641\u0627\u064b \u062f\u0631 \u0647\u0646\u062f\u0644\u0631 \u062a\u0644\u06af\u0631\u0627\u0645 \u0628\u0648\u062f.<\/p>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0645 \u0633\u0647 \u0632\u0627\u0648\u06cc\u0647 \u0627\u0632 \u0628\u0634\u0642\u0627\u0628 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0627\u0636\u0627\u0641\u0647 \u06cc\u06a9 \u0628\u0631\u0686\u0633\u0628 \u062a\u063a\u0630\u06cc\u0647 \u0628\u0641\u0631\u0633\u062a\u0645 \u0648 \u06cc\u06a9 \u067e\u0627\u0633\u062e \u0647\u0648\u0634\u0645\u0646\u062f \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u0645.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DA%86%D8%B1%D8%A7_%D8%A7%DB%8C%D9%86_%D8%A7%D8%B5%D9%84%D8%A7%D8%AD_%D8%AF%D8%B1_%D9%84%D8%A7%DB%8C%D9%87_%D8%AA%D9%84%DA%AF%D8%B1%D8%A7%D9%85_%D9%86%D9%87_Agent_%D9%88%D8%AC%D9%88%D8%AF_%D8%AF%D8%A7%D8%B1%D8%AF\"><\/span>\n<p>  \u0686\u0631\u0627 \u0627\u06cc\u0646 \u0627\u0635\u0644\u0627\u062d \u062f\u0631 \u0644\u0627\u06cc\u0647 \u062a\u0644\u06af\u0631\u0627\u0645 (\u0646\u0647 Agent) \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u06cc\u06a9 \u062c\u0632\u0626\u06cc\u0627\u062a \u0645\u0647\u0645: <strong>\u0645\u0646 \u0627\u0635\u0644\u0627 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0631\u0648 \u0639\u0648\u0636 \u0646\u06a9\u0631\u062f\u0645<\/strong> \u0628\u0631\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u062a\u0635\u0648\u06cc\u0631<\/p>\n<p>\u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0642\u0628\u0644\u0627 \u0642\u0628\u0648\u0644 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a <code>list[bytes]<\/code> \u0628\u0631\u0627\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0634\u06a9\u0627\u0644 \u0648\u0627\u0642\u0639\u06cc \u0642\u0627\u0628\u0644\u06cc\u062a \u0645\u062f\u0644 \u0646\u0628\u0648\u062f &#8211; \u0627\u06cc\u0646 \u0628\u0648\u062f <strong>\u0627\u0631\u06a9\u0633\u062a\u0631\u0627\u0633\u06cc\u0648\u0646 \u067e\u06cc\u0627\u0645<\/strong>.<\/p>\n<p>\u062a\u0644\u06af\u0631\u0627\u0645 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<ul>\n<li>\u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627\u06cc \u0648\u0628 \u0647\u0648\u06a9 \u062c\u062f\u0627\u06af\u0627\u0646\u0647<\/li>\n<li>\u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u0628\u0627 a \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u0634\u0648\u062f <code>media_group_id<\/code>\n<\/li>\n<li>\u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u0628\u0627 \u0641\u0627\u0635\u0644\u0647 \u0645\u06cc\u0644\u06cc \u062b\u0627\u0646\u06cc\u0647 \u0627\u0632 \u0647\u0645 \u0645\u06cc \u0631\u0633\u0646\u062f\u060c \u0628\u062f\u0648\u0646 \u0646\u0638\u0645<\/li>\n<\/ul>\n<p>\u062f\u0631 \u0627\u0635\u0644\u060c \u0647\u0631 \u0648\u0628 \u0647\u0648\u06a9 \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u06cc\u06a9 \u062a\u0645\u0627\u0633 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0631\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0631\u062f. \u06cc\u0639\u0646\u06cc:<\/p>\n<ul>\n<li>\u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 = \u06cc\u06a9 \u062a\u062d\u0644\u06cc\u0644<\/li>\n<li>\u0632\u0645\u06cc\u0646\u0647 \u0645\u0634\u062a\u0631\u06a9 \u0635\u0641\u0631<\/li>\n<li>\u062a\u062e\u0645\u06cc\u0646 \u0647\u0627\u06cc \u06a9\u0627\u0644\u0631\u06cc \u0645\u062a\u0646\u0627\u0642\u0636<\/li>\n<\/ul>\n<p>\u0631\u0627\u0647 \u062d\u0644 \u0627\u06cc\u0646 \u0628\u0648\u062f \u06a9\u0647 \u067e\u06cc\u0627\u0645 \u0647\u0627\u06cc \u062a\u0644\u06af\u0631\u0627\u0645 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062a\u0644\u0642\u06cc \u06a9\u0646\u06cc\u0645 <strong>\u0633\u06cc\u06af\u0646\u0627\u0644 \u0647\u0627<\/strong>\u060c \u0646\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627<\/p>\n<p>\u0645\u0646 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0628\u0686\u06cc\u0646\u06af \u0633\u0628\u06a9 \u062f\u0631 \u0647\u0646\u062f\u0644\u0631 \u062a\u0644\u06af\u0631\u0627\u0645 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u0645:<\/p>\n<ul>\n<li>\u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0627 \u0647\u0645\u0627\u0646 <code>media_group_id<\/code> \u0628\u0627\u0641\u0631 \u0634\u062f\u0647 \u0627\u0646\u062f<\/li>\n<li>\u06cc\u06a9 \u067e\u0646\u062c\u0631\u0647 \u06a9\u0648\u062a\u0627\u0647 (1 \u062b\u0627\u0646\u06cc\u0647) \u0645\u0646\u062a\u0638\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0633\u062a<\/li>\n<li>\u0647\u0631 \u062a\u0635\u0648\u06cc\u0631 \u062c\u062f\u06cc\u062f \u062a\u0627\u06cc\u0645\u0631 \u0631\u0627 \u0628\u0627\u0632\u0646\u0634\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<li>\u0648\u0642\u062a\u06cc \u067e\u0646\u062c\u0631\u0647 \u0628\u0633\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f\u060c \u0647\u0645\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0627 \u0647\u0645 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u0634\u0648\u0646\u062f<\/li>\n<\/ul>\n<p>\u0627\u0632 \u0646\u0638\u0631 \u0645\u0641\u0647\u0648\u0645\u06cc \u0627\u06cc\u0646 \u0627\u0633\u062a:<\/p>\n<blockquote>\n<p>&#8220;\u0635\u0628\u0631 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0635\u062d\u0628\u062a \u06a9\u0627\u0631\u0628\u0631 \u062a\u0645\u0627\u0645 \u0634\u0648\u062f\u060c \u0633\u067e\u0633 \u0641\u06a9\u0631 \u06a9\u0646\u06cc\u062f.&#8221;<\/p>\n<\/blockquote>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">media_groups<\/span><span class=\"p\">:<\/span> <span class=\"nb\">dict<\/span><span class=\"p\">[<\/span><span class=\"nb\">str<\/span><span class=\"p\">,<\/span> <span class=\"nb\">list<\/span><span class=\"p\">[<\/span><span class=\"nb\">bytes<\/span><span class=\"p\">]]<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{}<\/span>\n<span class=\"n\">tasks<\/span><span class=\"p\">:<\/span> <span class=\"nb\">dict<\/span><span class=\"p\">[<\/span><span class=\"nb\">str<\/span><span class=\"p\">,<\/span> <span class=\"n\">asyncio<\/span><span class=\"p\">.<\/span><span class=\"n\">Task<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{}<\/span>\n<span class=\"n\">lock<\/span> <span class=\"o\">=<\/span> <span class=\"n\">asyncio<\/span><span class=\"p\">.<\/span><span class=\"nc\">Lock<\/span><span class=\"p\">()<\/span>\n\n<span class=\"k\">async<\/span> <span class=\"k\">def<\/span> <span class=\"nf\">handle_image<\/span><span class=\"p\">(<\/span><span class=\"n\">chat_id<\/span><span class=\"p\">,<\/span> <span class=\"n\">media_group_id<\/span><span class=\"p\">,<\/span> <span class=\"n\">image_bytes<\/span><span class=\"p\">):<\/span>\n    <span class=\"k\">async<\/span> <span class=\"k\">with<\/span> <span class=\"n\">lock<\/span><span class=\"p\">:<\/span>\n        <span class=\"n\">media_groups<\/span><span class=\"p\">.<\/span><span class=\"nf\">setdefault<\/span><span class=\"p\">(<\/span><span class=\"n\">media_group_id<\/span><span class=\"p\">,<\/span> <span class=\"p\">[]).<\/span><span class=\"nf\">append<\/span><span class=\"p\">(<\/span><span class=\"n\">image_bytes<\/span><span class=\"p\">)<\/span>\n\n        <span class=\"k\">if<\/span> <span class=\"n\">media_group_id<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">tasks<\/span><span class=\"p\">:<\/span>\n            <span class=\"n\">tasks<\/span><span class=\"p\">[<\/span><span class=\"n\">media_group_id<\/span><span class=\"p\">].<\/span><span class=\"nf\">cancel<\/span><span class=\"p\">()<\/span>\n\n        <span class=\"n\">tasks<\/span><span class=\"p\">[<\/span><span class=\"n\">media_group_id<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"n\">asyncio<\/span><span class=\"p\">.<\/span><span class=\"nf\">create_task<\/span><span class=\"p\">(<\/span>\n            <span class=\"nf\">process_after_delay<\/span><span class=\"p\">(<\/span><span class=\"n\">media_group_id<\/span><span class=\"p\">,<\/span> <span class=\"n\">chat_id<\/span><span class=\"p\">)<\/span>\n        <span class=\"p\">)<\/span>\n\n<span class=\"k\">async<\/span> <span class=\"k\">def<\/span> <span class=\"nf\">process_after_delay<\/span><span class=\"p\">(<\/span><span class=\"n\">media_group_id<\/span><span class=\"p\">,<\/span> <span class=\"n\">chat_id<\/span><span class=\"p\">):<\/span>\n    <span class=\"k\">await<\/span> <span class=\"n\">asyncio<\/span><span class=\"p\">.<\/span><span class=\"nf\">sleep<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">images<\/span> <span class=\"o\">=<\/span> <span class=\"n\">media_groups<\/span><span class=\"p\">.<\/span><span class=\"nf\">pop<\/span><span class=\"p\">(<\/span><span class=\"n\">media_group_id<\/span><span class=\"p\">,<\/span> <span class=\"p\">[])<\/span>\n    <span class=\"k\">await<\/span> <span class=\"n\">agent<\/span><span class=\"p\">.<\/span><span class=\"nf\">analyze<\/span><span class=\"p\">(<\/span><span class=\"n\">images<\/span><span class=\"o\">=<\/span><span class=\"n\">images<\/span><span class=\"p\">,<\/span> <span class=\"n\">chat_id<\/span><span class=\"o\">=<\/span><span class=\"n\">chat_id<\/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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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\u0627 \u0646\u06af\u0647 \u062f\u0627\u0634\u062a\u0646 \u0627\u06cc\u0646 \u0645\u0646\u0637\u0642 \u062f\u0631 \u062f\u0627\u062e\u0644 \u0622\u062f\u0627\u067e\u062a\u0648\u0631 \u062a\u0644\u06af\u0631\u0627\u0645:<\/p>\n<ul>\n<li>\u0639\u0627\u0645\u0644 \u0633\u06a9\u0648\u06cc-\u0622\u06af\u0646\u0648\u0633\u062a\u06cc\u06a9 \u0628\u0627\u0642\u06cc \u0645\u06cc \u0645\u0627\u0646\u062f<\/li>\n<li>\u0647\u0645\u06cc\u0646 \u062e\u0637 \u0644\u0648\u0644\u0647 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0631\u0627\u06cc \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0647\u0627\u06cc \u0648\u0628\u060c \u0622\u0644\u0628\u0648\u0645 \u0647\u0627\u06cc \u062a\u0644\u06af\u0631\u0627\u0645 \u06cc\u0627 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0622\u06cc\u0646\u062f\u0647 \u062a\u0644\u0641\u0646 \u0647\u0645\u0631\u0627\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<li>\u0627\u0628\u0647\u0627\u0645\u0627\u062a \u062a\u0644\u06af\u0631\u0627\u0645 \u0628\u0647 \u0645\u0646\u0637\u0642 \u0627\u0635\u0644\u06cc \u06a9\u0633\u0628 \u0648 \u06a9\u0627\u0631 \u0646\u0641\u0648\u0630 \u0646\u0645\u06cc \u06a9\u0646\u062f<\/li>\n<\/ul>\n<p>\u0627\u06cc\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0622\u0646 \u0627\u0635\u0644\u0627\u062d\u0627\u062a\u06cc \u0628\u0648\u062f \u06a9\u0647 \u0647\u0645\u0647 \u0686\u06cc\u0632 \u0631\u0627 \u0633\u0627\u062e\u062a <em>\u0627\u062d\u0633\u0627\u0633 \u06a9\u0646\u06cc\u062f<\/em> \u0647\u0648\u0634\u0645\u0646\u062f\u062a\u0631 \u0628\u062f\u0648\u0646 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631 \u06a9\u0631\u062f\u0646 \u0633\u06cc\u0633\u062a\u0645<\/p>\n<p>\u06cc\u06a9\u06cc \u062f\u06cc\u06af\u0631 \u0627\u0632 \u0639\u0648\u0627\u0631\u0636 \u062c\u0627\u0646\u0628\u06cc \u0627\u06cc\u0646 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0627\u06cc\u0646 \u0628\u0648\u062f \u06a9\u0647 \u0645\u0646 \u0631\u0627 \u0645\u062c\u0628\u0648\u0631 \u06a9\u0631\u062f \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0646\u0627\u0647\u0645\u0632\u0645\u0627\u0646 \u0628\u0627 FastAPI \u0648 Uvicorn \u0639\u0645\u06cc\u0642 \u062a\u0631 \u0628\u0631\u0648\u0645. \u0645\u0646 \u0642\u0628\u0644\u0627\u064b \u062f\u0631 \u0645\u0639\u0631\u0636 asyncio \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0628\u0648\u062f\u0645\u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0627\u0648\u0644\u06cc\u0646 \u0628\u0627\u0631\u06cc \u0628\u0648\u062f \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0635\u0631\u0627\u062d\u062a \u062f\u0631 \u0645\u0648\u0631\u062f \u0632\u0645\u0627\u0646\u200c\u0628\u0646\u062f\u06cc\u060c \u0644\u063a\u0648\u060c \u0648 \u0648\u0636\u0639\u06cc\u062a \u0627\u0634\u062a\u0631\u0627\u06a9\u200c\u06af\u0630\u0627\u0631\u06cc \u062f\u0631 \u062c\u0631\u06cc\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0631\u062f\u0645.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0633\u0627\u062f\u0647 \u0646\u06af\u0647 \u062f\u0627\u0634\u062a\u0646 \u0631\u0627\u0647 \u062d\u0644\u060c \u0645\u0646 \u0627\u0632 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u062a\u0631\u06a9\u06cc\u0628 \u0634\u062f\u0647 \u0628\u0627 asyncio.Lock() \u0648 asyncio.Tasks \u0642\u0627\u0628\u0644 \u0644\u063a\u0648 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u0646\u0637\u0642 \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u0648 debounce \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0645. \u0627\u06cc\u0646 \u0628\u0647 \u062e\u0648\u0628\u06cc \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f \u0632\u06cc\u0631\u0627 \u0631\u0628\u0627\u062a \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u0628\u0627 \u06cc\u06a9 \u06a9\u0627\u0631\u06af\u0631 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0646 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u0647\u0645\u0627\u0647\u0646\u06af\u06cc \u06cc\u0627 \u0627\u0635\u0631\u0627\u0631 \u062e\u0627\u0631\u062c\u06cc \u0646\u062f\u0627\u0631\u0645.<\/p>\n<p>\u0628\u062e\u0634 \u0645\u0647\u0645 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u06cc\u06a9 \u0645\u06cc\u0627\u0646\u0628\u0631 \u0646\u0628\u0648\u062f &#8211; \u06cc\u06a9 \u0645\u0639\u0627\u0648\u0636\u0647 \u0622\u06af\u0627\u0647\u0627\u0646\u0647 \u0628\u0648\u062f. \u0627\u06af\u0631 \u0645\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0645\u0642\u06cc\u0627\u0633 \u0627\u0641\u0642\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0645\u060c \u0647\u0645\u06cc\u0646 \u0627\u0644\u06af\u0648 \u0628\u0647 \u0648\u0636\u0648\u062d \u0628\u0647 Redis\u060c \u06cc\u06a9 \u0635\u0641 \u06cc\u0627 \u06cc\u06a9 \u06a9\u0627\u0631\u06af\u0631 \u067e\u0633 \u0632\u0645\u06cc\u0646\u0647 \u062a\u0631\u062c\u0645\u0647 \u0645\u06cc \u0634\u0648\u062f. \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631\u060c \u0631\u0627\u0647\u200c\u062d\u0644 \u0633\u0627\u062f\u0647\u200c\u062a\u0631\u060c \u0633\u06cc\u0633\u062a\u0645 \u0631\u0627 \u0622\u0633\u0627\u0646\u200c\u062a\u0631 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0622\u0632\u0645\u0627\u06cc\u0634 \u0648 \u062a\u06a9\u0627\u0645\u0644 \u0646\u06af\u0647 \u0645\u06cc\u200c\u062f\u0627\u0631\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%84%D8%AD%D8%B8%D9%87_%E2%80%9C%D8%A7%D9%88%D9%87%D8%8C_%D8%A7%DB%8C%D9%86_%D9%88%D8%A7%D9%82%D8%B9%D8%A7%D9%8B_%D8%A2%D8%B1%D8%A7%D9%85_%D8%A7%D8%B3%D8%AA%E2%80%9D_%D9%84%D8%AD%D8%B8%D9%87\"><\/span>\n<p>  \u0644\u062d\u0638\u0647 &#8220;\u0627\u0648\u0647\u060c \u0627\u06cc\u0646 \u0648\u0627\u0642\u0639\u0627\u064b \u0622\u0631\u0627\u0645 \u0627\u0633\u062a&#8221; \u0644\u062d\u0638\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u067e\u0633 \u0627\u0632 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a\u060c \u062f\u0631 \u06cc\u06a9 \u0627\u0633\u062a\u0631\u0627\u062d\u062a \u0646\u0627\u0647\u0627\u0631 \u0631\u0627 \u062f\u0631 \u062a\u0644\u06af\u0631\u0627\u0645 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0645\u060c \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u067e\u0634\u062a \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0628\u0648\u062f\u0645 \u0627\u0632 \u0686\u062a \u0627\u06cc\u0646\u062a\u0631\u0646\u062a\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0645 \u0648 \u0622\u0646 \u0634\u0628\u060c \u0635\u0641\u062d\u0647 \u06af\u0633\u062a\u0631\u062f\u0647 \u0631\u0627 \u0628\u0627 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0627\u0645\u0644 \u0631\u0648\u0632\u0645 \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0628\u0642\u06cc\u0647 \u0647\u0641\u062a\u0647 \u0628\u0627\u0632 \u06a9\u0631\u062f\u0645.<\/p>\n<p>\u0645\u0646 \u0633\u0647 \u0639\u06a9\u0633 \u0627\u0632 \u0634\u0627\u0645 \u0641\u0631\u0633\u062a\u0627\u062f\u0645 &#8211; \u0628\u062f\u0648\u0646 \u0647\u0631\u0632\u0646\u0627\u0645\u0647\u060c \u0641\u0642\u0637 \u06cc\u06a9 \u067e\u0627\u0633\u062e \u062a\u0645\u06cc\u0632. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u062c\u0627\u06cc \u0686\u0633\u0628\u0627\u0646\u062f\u0646 \u0686\u0633\u0628 \u0628\u0647 \u0647\u0645\u060c \u0639\u0645\u062f\u06cc \u0627\u062d\u0633\u0627\u0633 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A2%D9%86%DA%86%D9%87_%D8%A2%D8%B2%D9%85%D8%A7%DB%8C%D8%B4_%D8%A2%D8%B2%D9%85%D8%A7%DB%8C%D8%B4%DB%8C_%D8%AF%D8%B1_%D9%88%D8%A7%D9%82%D8%B9_%D8%A8%D9%87_%D8%B4%D9%85%D8%A7_%D9%85%DB%8C_%D8%A2%D9%85%D9%88%D8%B2%D8%AF\"><\/span>\n<p>  \u0622\u0646\u0686\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u062f\u0631 \u0648\u0627\u0642\u0639 \u0628\u0647 \u0634\u0645\u0627 \u0645\u06cc \u0622\u0645\u0648\u0632\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0633\u0627\u062e\u062a\u0646 \u0628\u0631\u0627\u06cc \u062e\u0648\u062f\u062a\u0627\u0646 \u0628\u0627 \u0633\u0627\u062e\u062a\u0646 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u0641\u0631\u0636\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a. \u0634\u0645\u0627 \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u062f\u0631\u062f \u0631\u0627 \u0627\u062d\u0633\u0627\u0633 \u0645\u06cc \u06a9\u0646\u06cc\u062f. \u0634\u0645\u0627 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f UX \u0628\u062f \u0631\u0627 \u0646\u0627\u062f\u06cc\u062f\u0647 \u0628\u06af\u06cc\u0631\u06cc\u062f \u0632\u06cc\u0631\u0627 \u0627\u06cc\u0646 \u0634\u0645\u0627 \u0647\u0633\u062a\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u0631\u0646\u062c \u0647\u0633\u062a\u06cc\u062f.<\/p>\n<p>\u0634\u06a9\u0627\u0641 \u0628\u06cc\u0646 \u00ab\u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f\u00bb \u0648 \u00ab\u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u06a9\u0627\u0641\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0631\u0648\u0632\u0627\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f\u00bb \u0628\u0633\u06cc\u0627\u0631 \u0632\u06cc\u0627\u062f \u0627\u0633\u062a \u2013 \u0648 \u0641\u0642\u0637 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0647\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0622\u0646 \u0631\u0627 \u0622\u0634\u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0645\u0646 \u06cc\u0627\u062f \u06af\u0631\u0641\u062a\u0645 \u06a9\u0647 \u0645\u0647\u0646\u062f\u0633\u06cc \u0632\u0645\u06cc\u0646\u0647 \u0645\u0647\u0645\u062a\u0631 \u0627\u0632 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0627\u0633\u062a. \u0645\u0646 \u06cc\u0627\u062f \u06af\u0631\u0641\u062a\u0645 \u06a9\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0645\u062a\u0639\u0644\u0642 \u0628\u0647 \u0631\u0627\u0628\u0637\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u06cc \u0648\u0628 \u0647\u0633\u062a\u0646\u062f\u060c \u0646\u0647 \u0686\u062a. \u0648 \u06cc\u0627\u062f \u06af\u0631\u0641\u062a\u0645 \u06a9\u0647 \u0634\u0631\u0648\u0639 \u0628\u0627 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0628\u062f\u0648\u0646 \u06a9\u062f \u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u0639\u0627\u0644\u06cc \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0648\u0627\u0642\u0639\u06cc \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u0648\u0627\u0642\u0639\u06cc \u062f\u0627\u0631\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%DA%A9%D9%86%D9%88%D9%86_%DB%8C%DA%A9_%D9%85%D8%AD%D8%B5%D9%88%D9%84_%D9%88%D8%A7%D9%82%D8%B9%DB%8C_%D8%A7%D8%B3%D8%AA\"><\/span>\n<p>  \u0627\u06a9\u0646\u0648\u0646 \u06cc\u06a9 \u0645\u062d\u0635\u0648\u0644 \u0648\u0627\u0642\u0639\u06cc \u0627\u0633\u062a<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>NutriAgent \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u0646\u06cc\u0627\u0632 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0645 \u062f\u06cc\u06af\u0631 \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0627\u0633\u0628\u0627\u0628 \u0628\u0627\u0632\u06cc \u0646\u0628\u0648\u062f. \u0627\u06cc\u0646 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0641\u0642\u0637 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u0646\u06a9\u0631\u062f\u0646\u062f\u060c \u0628\u0644\u06a9\u0647 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0686\u06cc\u0632\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0646\u062f \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u0645 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u0645 \u0648 \u0645\u0642\u06cc\u0627\u0633\u200c\u0628\u0646\u062f\u06cc \u06a9\u0646\u0645.<\/p>\n<p>\u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u0646\u062f\u0647 \u062f\u0631 https:\/\/nutriagent.juandago.dev \u0627\u0633\u062a. \u06a9\u062f \u0628\u0631\u0627\u06cc Agent \u0648 Web UI \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0627\u0633\u062a.<\/p>\n<p>\u0627\u06cc\u0646 \u0633\u0641\u0631 \u0645\u0646 \u0628\u0648\u062f\u060c \u0627\u0645\u0627 \u062f\u0648\u0633\u062a \u062f\u0627\u0631\u0645 \u0646\u0638\u0631\u0627\u062a \u0634\u0645\u0627 \u0631\u0627 \u0628\u0634\u0646\u0648\u0645. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06af\u0641\u062a\u06af\u0648 \u0631\u0627 \u062f\u0631 X \u06cc\u0627 LinkedIn \u0627\u062f\u0627\u0645\u0647 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