{"id":90478,"date":"2024-12-30T06:45:51","date_gmt":"2024-12-30T03:15:51","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/"},"modified":"2024-12-30T06:45:51","modified_gmt":"2024-12-30T03:15:51","slug":"trend-chat-19p2","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/","title":{"rendered":"Trend Chat &#8211; \u0627\u0646\u062c\u0645\u0646 DEV"},"content":{"rendered":"<div data-article-id=\"2180984\" id=\"article-body\">\n<p><em>\u0627\u06cc\u0646 \u0627\u0631\u0633\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u0686\u0627\u0644\u0634 \u062e\u0631\u0627\u0634 \u0648\u0628 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0631\u0648\u0634\u0646: \u062e\u0644\u0627\u0642\u0627\u0646\u0647\u200c\u062a\u0631\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0628 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a.<\/em><\/p>\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 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\" 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href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#Trend_Chat_%D8%B1%D8%AF%DB%8C%D8%A7%D8%A8%DB%8C%D8%8C_%D8%AA%D8%AC%D8%B2%DB%8C%D9%87_%D9%88_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D9%88_%DA%AF%D9%BE_%D8%A8%D8%A7_%D8%B1%D9%88%D9%86%D8%AF%D9%87%D8%A7_%D8%A7%D8%B2_%D8%AC%D9%88%D8%A7%D9%85%D8%B9_%D8%A2%D9%86%D9%84%D8%A7%DB%8C%D9%86_%D8%B7%D8%A7%D9%82%DA%86%D9%87_%D8%A8%DB%8C%D9%86%D8%B4_%D8%B9%D9%85%D9%84%DB%8C_%D8%B1%D8%A7_%DA%A9%D9%87_%D8%AA%D9%88%D8%B3%D8%B7_BrightData_%D9%88_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%A7%D8%B1%D8%A7%D8%A6%D9%87_%D8%B4%D8%AF%D9%87_%D8%A7%D8%B3%D8%AA%D8%8C_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%DA%A9%D9%86%DB%8C%D8%AF\" >Trend Chat: \u0631\u062f\u06cc\u0627\u0628\u06cc\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u06af\u067e \u0628\u0627 \u0631\u0648\u0646\u062f\u0647\u0627 \u0627\u0632 \u062c\u0648\u0627\u0645\u0639 \u0622\u0646\u0644\u0627\u06cc\u0646 \u0637\u0627\u0642\u0686\u0647. \u0628\u06cc\u0646\u0634 \u0639\u0645\u0644\u06cc \u0631\u0627 \u06a9\u0647 \u062a\u0648\u0633\u0637 BrightData \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f.<\/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\/trend-chat-19p2\/#%DA%86%DB%8C%D8%B2%DB%8C_%DA%A9%D9%87_%D9%85%D9%86_%D8%B3%D8%A7%D8%AE%D8%AA%D9%85\" >\u0686\u06cc\u0632\u06cc \u06a9\u0647 \u0645\u0646 \u0633\u0627\u062e\u062a\u0645<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%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\" >\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc 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href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%DA%86%DA%AF%D9%88%D9%86%D9%87_%D8%A7%D8%B2_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%B1%D9%88%D8%B4%D9%86_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%DA%A9%D8%B1%D8%AF%D9%85\" >\u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0631\u0648\u0634\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0645<\/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\/trend-chat-19p2\/#%DA%A9%D8%AF_%D9%86%D9%85%D9%88%D9%86%D9%87_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AE%D8%B1%D8%A7%D8%B4_%D8%AF%D8%A7%D8%AF%D9%86_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_Reddit_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_Bright_Data_API_Typescript\" >\u06a9\u062f \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u0627\u06cc \u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc Reddit \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Bright Data API (Typescript)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%A7%D8%B3%D8%AA%D8%AE%D8%B1%D8%A7%D8%AC_%D9%85%D9%88%D8%AC%D9%88%D8%AF%DB%8C%D8%AA_%D9%86%D8%A7%D9%85%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_%D8%B4%D8%AF%D9%87\" >\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%DA%A9%D8%AF_%D9%86%D9%85%D9%88%D9%86%D9%87_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%B4%D9%86%D8%A7%D8%B3%D8%A7%DB%8C%DB%8C_%D9%85%D9%88%D8%AC%D9%88%D8%AF%DB%8C%D8%AA_%D9%86%D8%A7%D9%85%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_%D8%B4%D8%AF%D9%87_NER_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%AA%D8%B1%D8%A7%D9%86%D8%B3%D9%81%D9%88%D8%B1%D9%85%D8%A7%D8%AA%D9%88%D8%B1%D9%87%D8%A7_Typescript\" >\u06a9\u062f \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 (NER) \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631\u0647\u0627 (Typescript)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%D8%AA%D8%B1%DA%A9%DB%8C%D8%A8_%D8%A7%DB%8C%D9%86_%D8%AF%D9%88\" >\u062a\u0631\u06a9\u06cc\u0628 \u0627\u06cc\u0646 \u062f\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%D8%A7%D8%B3%D8%AA%D8%AE%D8%B1%D8%A7%D8%AC_%D9%85%D9%88%D8%AC%D9%88%D8%AF%DB%8C%D8%AA_%D9%86%D8%A7%D9%85%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_%D8%B4%D8%AF%D9%87_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%BE%D8%B3%D8%AA%D9%87%D8%A7\" >\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u067e\u0633\u062a\u0647\u0627<\/a><\/li><\/ul><\/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\/trend-chat-19p2\/#%D9%BE%D8%B4%D8%AA%D9%87_%D9%81%D9%86%D8%A7%D9%88%D8%B1%DB%8C\" >\u067e\u0634\u062a\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#Frontend\" >Frontend:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#Backend\" >Backend:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%D8%AE%D8%B1%D8%A7%D8%B4_%D8%AF%D8%A7%D8%AF%D9%86\" >\u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%D8%A7%D8%AD%D8%B1%D8%A7%D8%B2_%D9%87%D9%88%DB%8C%D8%AA\" >\u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%DA%86%DA%AF%D9%88%D9%86%D9%87_%DA%A9%D8%A7%D8%B1_%D9%85%DB%8C_%DA%A9%D9%86%D8%AF\" >\u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%DA%86%D8%B1%D8%A7_Trend_Chat%D8%9F\" >\u0686\u0631\u0627 Trend Chat\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%D8%A8%D9%87%D8%A8%D9%88%D8%AF%D9%87%D8%A7%DB%8C_%D8%A2%DB%8C%D9%86%D8%AF%D9%87\" >\u0628\u0647\u0628\u0648\u062f\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-20\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%DA%86%D8%B1%D8%A7_%D9%85%D9%86_%D9%88%D8%A7%D8%AC%D8%AF_%D8%B4%D8%B1%D8%A7%DB%8C%D8%B7_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%A7%D8%B9%D8%AA%D8%A8%D8%A7%D8%B1%D8%A7%D8%AA_%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1_%D9%87%D8%B3%D8%AA%D9%85\" >\u0686\u0631\u0627 \u0645\u0646 \u0648\u0627\u062c\u062f \u0634\u0631\u0627\u06cc\u0637 \u0628\u0631\u0627\u06cc \u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u0647\u0633\u062a\u0645<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%D9%86%D8%AA%DB%8C%D8%AC%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C\" >\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%D8%A8%D8%A7_%D8%AA%D8%B4%DA%A9%D8%B1_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AE%D9%88%D8%A7%D9%86%D8%AF%D9%86\" >\u0628\u0627 \u062a\u0634\u06a9\u0631 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646!<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/nabfollower.com\/blog\/trend-chat-19p2\/#%D9%BE%DB%8C%D9%88%D9%86%D8%AF%D9%87%D8%A7\" >\u067e\u06cc\u0648\u0646\u062f\u0647\u0627:<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Trend_Chat_%D8%B1%D8%AF%DB%8C%D8%A7%D8%A8%DB%8C%D8%8C_%D8%AA%D8%AC%D8%B2%DB%8C%D9%87_%D9%88_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D9%88_%DA%AF%D9%BE_%D8%A8%D8%A7_%D8%B1%D9%88%D9%86%D8%AF%D9%87%D8%A7_%D8%A7%D8%B2_%D8%AC%D9%88%D8%A7%D9%85%D8%B9_%D8%A2%D9%86%D9%84%D8%A7%DB%8C%D9%86_%D8%B7%D8%A7%D9%82%DA%86%D9%87_%D8%A8%DB%8C%D9%86%D8%B4_%D8%B9%D9%85%D9%84%DB%8C_%D8%B1%D8%A7_%DA%A9%D9%87_%D8%AA%D9%88%D8%B3%D8%B7_BrightData_%D9%88_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%A7%D8%B1%D8%A7%D8%A6%D9%87_%D8%B4%D8%AF%D9%87_%D8%A7%D8%B3%D8%AA%D8%8C_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  <strong>Trend Chat: \u0631\u062f\u06cc\u0627\u0628\u06cc\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u06af\u067e \u0628\u0627 \u0631\u0648\u0646\u062f\u0647\u0627 \u0627\u0632 \u062c\u0648\u0627\u0645\u0639 \u0622\u0646\u0644\u0627\u06cc\u0646 \u0637\u0627\u0642\u0686\u0647. \u0628\u06cc\u0646\u0634 \u0639\u0645\u0644\u06cc \u0631\u0627 \u06a9\u0647 \u062a\u0648\u0633\u0637 BrightData \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f.<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u0686\u062a \u0631\u0648\u0646\u062f<\/strong> \u0627\u0628\u0632\u0627\u0631 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u06cc \u0627\u0633\u062a \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc \u0633\u0627\u0632\u062f \u062a\u0627 \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u062c\u0648\u0627\u0645\u0639 \u0622\u0646\u0644\u0627\u06cc\u0646 \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0631\u062f\u06cc\u0627\u0628\u06cc\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u062a\u0639\u0627\u0645\u0644 \u06a9\u0646\u0646\u062f. \u0686\u0647 \u0635\u0627\u062d\u0628 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u060c \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628 \u06cc\u0627 \u0639\u0644\u0627\u0642\u0647\u200c\u0645\u0646\u062f\u06cc \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0627\u06cc\u0646 \u0647\u0633\u062a\u06cc\u062f \u06a9\u0647 \u0627\u0632 \u0645\u0646\u062d\u0646\u06cc\u200c\u0647\u0627 \u062c\u0644\u0648\u062a\u0631 \u0628\u0645\u0627\u0646\u06cc\u062f\u060c Trend Chat \u0628\u06cc\u0646\u0634\u200c\u0647\u0627\u06cc \u0628\u06cc\u200c\u062f\u0631\u0646\u06af \u062f\u0631\u0628\u0627\u0631\u0647 \u0645\u06a9\u0627\u0644\u0645\u0627\u062a\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0635\u0646\u0639\u062a \u0634\u0645\u0627 \u0645\u0647\u0645 \u0627\u0633\u062a\u060c \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<p>\u0628\u0627 \u0627\u0639\u0645\u0627\u0644 \u0627\u0647\u0631\u0645 <strong>BrightData<\/strong> \u0628\u0631\u0627\u06cc \u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646 \u0648\u0628 \u0648 <strong>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u062f\u060c Trend Chat \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0631\u0627 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u06a9\u0646\u0646\u062f\u060c \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u0646\u062f\u060c \u0648 \u0628\u0627 \u0627\u06cc\u0646 \u0631\u0648\u0646\u062f\u0647\u0627 \u06af\u067e \u0628\u0632\u0646\u0646\u062f \u062a\u0627 \u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0622\u06af\u0627\u0647\u0627\u0646\u0647 \u0628\u06af\u06cc\u0631\u0646\u062f.<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%DA%86%DB%8C%D8%B2%DB%8C_%DA%A9%D9%87_%D9%85%D9%86_%D8%B3%D8%A7%D8%AE%D8%AA%D9%85\"><\/span>\n<p>  <strong>\u0686\u06cc\u0632\u06cc \u06a9\u0647 \u0645\u0646 \u0633\u0627\u062e\u062a\u0645<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u0686\u062a \u0631\u0648\u0646\u062f<\/strong> \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0634\u06a9\u0644 \u0627\u0636\u0627\u0641\u0647 \u0628\u0627\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u067e\u0631\u0634\u062a\u0627\u0628 \u0627\u0645\u0631\u0648\u0632\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0631\u0648\u0646\u062f\u0647\u0627 \u0631\u0627 \u062f\u0631 \u062c\u0648\u0627\u0645\u0639 \u0622\u0646\u0644\u0627\u06cc\u0646 \u0648\u06cc\u0698\u0647 \u0631\u062f\u06cc\u0627\u0628\u06cc \u06a9\u0646\u0646\u062f\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0627\u0632 \u0648\u0628\u200c\u0633\u0627\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u06a9\u0646\u0646\u062f\u060c \u0622\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0634\u0641 \u0628\u06cc\u0646\u0634\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u0646\u062f\u060c \u0648 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u0686\u062a \u0633\u0627\u062f\u0647 \u0628\u0627 \u0622\u0646 \u0628\u06cc\u0646\u0634\u200c\u0647\u0627 \u062a\u0639\u0627\u0645\u0644 \u06a9\u0646\u0646\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%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>  <strong>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646 \u0648\u0628<\/strong>: \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0627\u0632 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0645\u06cc \u06a9\u0646\u062f <strong>Reddit<\/strong>\u060c \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u060c \u0627\u0647\u0631\u0645 <strong>BrightData Web Scraping Browser \u0628\u0631\u0627\u06cc \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627\u06cc \u067e\u0648\u06cc\u0627 \u0628\u0632\u0631\u06af \u0645\u0627\u0646\u0646\u062f reddit<\/strong>.<\/li>\n<li>\n<strong>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627<\/strong>: \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0631\u0627\u0634\u06cc\u062f\u0647 \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0634\u0641 \u0627\u0644\u06af\u0648\u0647\u0627\u060c \u0631\u0648\u0646\u062f\u0647\u0627\u060c \u0648 \u0628\u06cc\u0646\u0634 \u0639\u0645\u0644\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u0627\u0634\u062a\u0631\u0627\u06a9\u0627\u062a \u062f\u0631 \u06cc\u06a9 \u0641\u0635\u0644<\/li>\n<li>\n<strong>\u0631\u0627\u0628\u0637 \u0686\u062a<\/strong>: \u0628\u0627 \u0628\u06cc\u0646\u0634\u200c\u0647\u0627\u06cc \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc\u200c\u0634\u062f\u0647 \u06af\u067e \u0628\u0632\u0646\u06cc\u062f\u060c \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0633\u0624\u0627\u0644 \u0628\u067e\u0631\u0633\u0646\u062f \u0648 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u067e\u0627\u0633\u062e \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u0646\u062f.<\/li>\n<li>\n<strong>\u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong>: \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f <strong>\u0645\u062f\u0644 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644\u060c \u062a\u0648\u0635\u06cc\u0647 \u0647\u0627 \u0648 \u0628\u06cc\u0646\u0634 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0627\u0632 \u0631\u0648\u0646\u062f\u0647\u0627.<\/li>\n<li>\n<strong>\u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a \u06a9\u0627\u0631\u0628\u0631<\/strong>: \u0648\u0631\u0648\u062f \u0627\u06cc\u0645\u0646 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 <strong>\u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a Supabase<\/strong>.<\/li>\n<\/ul>\n<p>\u0628\u0627 <strong>\u0686\u062a \u0631\u0648\u0646\u062f<\/strong>\u060c \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u062f\u0631 \u0635\u062f\u0631 \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u0646\u0648\u0638\u0647\u0648\u0631 \u0628\u0627\u0642\u06cc \u0628\u0645\u0627\u0646\u0646\u062f\u060c \u0641\u0631\u0635\u062a \u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0628\u0627\u0644\u0642\u0648\u0647 \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u0646\u062f \u0648 \u0628\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0627\u062a\u062e\u0627\u0630 \u06a9\u0646\u0646\u062f.<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%B3%D8%AE%D9%87_%DB%8C_%D9%86%D9%85%D8%A7%DB%8C%D8%B4%DB%8C\"><\/span>\n<p>  <strong>\u0646\u0633\u062e\u0647 \u06cc \u0646\u0645\u0627\u06cc\u0634\u06cc<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0646\u0633\u062e\u0647 \u06cc \u0646\u0645\u0627\u06cc\u0634\u06cc \u0632\u0646\u062f\u0647 \u0631\u0627 \u06a9\u0627\u0648\u0634 \u06a9\u0646\u06cc\u062f <strong>\u0686\u062a \u0631\u0648\u0646\u062f<\/strong> \u062f\u0631:<\/p>\n<p>\u0646\u0633\u062e\u0647 \u0646\u0645\u0627\u06cc\u0634\u06cc \u0686\u062a Trend<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%B3%DA%A9%D8%B1%DB%8C%D9%86_%D8%B4%D8%A7%D8%AA_%D9%87%D8%A7\"><\/span>\n<p>  <strong>\u0627\u0633\u06a9\u0631\u06cc\u0646 \u0634\u0627\u062a \u0647\u0627:<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\n<p><strong>\u0646\u0645\u0627\u06cc\u0634 \u0628\u062e\u0634 \u0642\u0647\u0631\u0645\u0627\u0646<\/strong>:<\/p>\n<p><\/p>\n<\/li>\n<li>\n<p><strong>\u0646\u0645\u0627\u06cc \u062f\u0627\u0634\u0628\u0648\u0631\u062f<\/strong>:<\/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%2F30qox7aejxil9qq4adzv.jpeg\" alt=\"\u0646\u0645\u0627\u06cc \u062f\u0627\u0634\u0628\u0648\u0631\u062f\" loading=\"lazy\" width=\"800\" height=\"409\" title=\"\"><\/p>\n<\/li>\n<li>\n<p><strong>\u0631\u0627\u0628\u0637 \u0686\u062a<\/strong>:<\/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%2F0pk2w1sya1rbgwqe9cpl.jpeg\" alt=\"\u0631\u0627\u0628\u0637 \u0686\u062a\" loading=\"lazy\" width=\"800\" height=\"481\" title=\"\"><\/p>\n<\/li>\n<\/ol>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%DA%86%DA%AF%D9%88%D9%86%D9%87_%D8%A7%D8%B2_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%B1%D9%88%D8%B4%D9%86_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%DA%A9%D8%B1%D8%AF%D9%85\"><\/span>\n<p>  <strong>\u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0631\u0648\u0634\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0645<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Bright Data \u0646\u0642\u0634 \u0645\u0647\u0645\u06cc \u062f\u0631 <strong>\u0686\u062a \u0631\u0648\u0646\u062f<\/strong> \u0628\u0627 \u0627\u0631\u0627\u0626\u0647 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u062e\u0631\u0627\u0634 \u0648\u0628 \u06a9\u0647 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0627\u0632 <strong>Reddit<\/strong>. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <strong>\u0645\u0631\u0648\u0631\u06af\u0631 Bright Scraping Data<\/strong>\u060c \u0645\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0645:<\/p>\n<ol>\n<li>\n<strong>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0631\u0627 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u06a9\u0646\u06cc\u062f<\/strong>: Bright Data \u0628\u0647 \u0645\u0646 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc Reddit \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627\u06cc \u062e\u0627\u0635 \u06a9\u0627\u0631\u0628\u0631 \u062e\u0631\u0627\u0634 \u062f\u0647\u0645 \u0648 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u0645 \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0647\u0645\u06cc\u0634\u0647 \u0628\u0647 \u0631\u0648\u0632 \u0647\u0633\u062a\u0646\u062f.<\/li>\n<li>\n<strong>\u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639<\/strong>: \u0628\u0631 \u0627\u0633\u0627\u0633 \u0637\u06cc\u0641 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0648 \u06a9\u0644\u0645\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc\u060c \u0645\u062d\u062a\u0648\u0627 \u0631\u0627 \u0627\u0632 subreddit \u0647\u0627\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u067e\u0633\u062a \u0647\u0627\u06cc \u0627\u0646\u062c\u0645\u0646\u060c \u0646\u0638\u0631\u0627\u062a \u0648 \u0645\u0642\u0627\u0644\u0627\u062a \u062d\u0630\u0641 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\n<strong>Scraping \u0631\u0627 \u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0646\u06cc\u062f<\/strong>: \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc Bright Data \u0628\u0647 \u0645\u0646 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646 \u0631\u0627 \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062e\u0627\u0635\u060c \u0645\u0627\u0646\u0646\u062f \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u067e\u0633\u062a \u0647\u0627 \u0648 \u0628\u062d\u062b \u0647\u0627 \u0627\u0632 \u0632\u06cc\u0631\u0645\u062c\u0645\u0648\u0639\u0647 \u0647\u0627\u06cc \u062e\u0627\u0635 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u0646\u0648\u0638\u0647\u0648\u0631\u060c \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u0645.<\/li>\n<\/ol>\n<p>\u0627\u06cc\u0646 \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 Bright Data \u0647\u0645\u0627\u0646 \u0686\u06cc\u0632\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f <strong>\u0686\u062a \u0631\u0648\u0646\u062f<\/strong> \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u067e\u0648\u06cc\u0627 \u0648 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0627\u0632 \u062c\u0648\u0627\u0645\u0639 \u0622\u0646\u0644\u0627\u06cc\u0646 \u062e\u0627\u0635.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DA%A9%D8%AF_%D9%86%D9%85%D9%88%D9%86%D9%87_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AE%D8%B1%D8%A7%D8%B4_%D8%AF%D8%A7%D8%AF%D9%86_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_Reddit_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_Bright_Data_API_Typescript\"><\/span>\n<p>  <strong>\u06a9\u062f \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u0627\u06cc \u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc Reddit \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Bright Data API (Typescript)<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight typescript\"><code><span class=\"c1\">\/\/ Function to generate the Reddit search URL based on the keyword<\/span>\n<span class=\"kd\">function<\/span> <span class=\"nf\">generateRedditSearchUrl<\/span><span class=\"p\">(<\/span><span class=\"nx\">keyword<\/span><span class=\"p\">:<\/span> <span class=\"kr\">string<\/span><span class=\"p\">):<\/span> <span class=\"kr\">string<\/span> <span class=\"p\">{<\/span>\n    <span class=\"kd\">const<\/span> <span class=\"nx\">encodedKeyword<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">encodeURIComponent<\/span><span class=\"p\">(<\/span><span class=\"nx\">keyword<\/span><span class=\"p\">);<\/span>\n    <span class=\"k\">return<\/span> <span class=\"s2\">`https:\/\/www.reddit.com\/search\/?q=<\/span><span class=\"p\">${<\/span><span class=\"nx\">encodedKeyword<\/span><span class=\"p\">}<\/span><span class=\"s2\">`<\/span><span class=\"p\">;<\/span>\n<span class=\"p\">}<\/span>\n\n<span class=\"c1\">\/\/ Function to scrape Reddit posts based on a search URL<\/span>\n<span class=\"k\">async<\/span> <span class=\"kd\">function<\/span> <span class=\"nf\">scrapeRedditPosts<\/span><span class=\"p\">(<\/span><span class=\"nx\">searchUrl<\/span><span class=\"p\">:<\/span> <span class=\"kr\">string<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\n    <span class=\"kd\">const<\/span> <span class=\"nx\">browser<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nx\">puppeteer<\/span><span class=\"p\">.<\/span><span class=\"nf\">connect<\/span><span class=\"p\">({<\/span>\n        <span class=\"na\">browserWSEndpoint<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">puppeteer ndpoint from your scraping browser<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\n    <span class=\"p\">});<\/span>\n\n    <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">log<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Connected to browser...<\/span><span class=\"dl\">\"<\/span><span class=\"p\">);<\/span>\n    <span class=\"kd\">const<\/span> <span class=\"nx\">page<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nx\">browser<\/span><span class=\"p\">.<\/span><span class=\"nf\">newPage<\/span><span class=\"p\">();<\/span>\n    <span class=\"k\">await<\/span> <span class=\"nx\">page<\/span><span class=\"p\">.<\/span><span class=\"nf\">goto<\/span><span class=\"p\">(<\/span><span class=\"nx\">searchUrl<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span> <span class=\"na\">waitUntil<\/span><span class=\"p\">:<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">domcontentloaded<\/span><span class=\"dl\">'<\/span> <span class=\"p\">});<\/span>\n    <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">log<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Navigated to Reddit search page<\/span><span class=\"dl\">\"<\/span><span class=\"p\">);<\/span>\n\n    <span class=\"k\">await<\/span> <span class=\"nx\">page<\/span><span class=\"p\">.<\/span><span class=\"nf\">waitForSelector<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">div[data-testid=\"post-container\"]<\/span><span class=\"dl\">'<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span> <span class=\"na\">timeout<\/span><span class=\"p\">:<\/span> <span class=\"mi\">30000<\/span> <span class=\"p\">});<\/span>\n    <span class=\"kd\">const<\/span> <span class=\"nx\">posts<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nf\">extractPostData<\/span><span class=\"p\">(<\/span><span class=\"nx\">page<\/span><span class=\"p\">);<\/span>\n\n    <span class=\"k\">await<\/span> <span class=\"nx\">browser<\/span><span class=\"p\">.<\/span><span class=\"nf\">close<\/span><span class=\"p\">();<\/span>\n\n    <span class=\"k\">return<\/span> <span class=\"nx\">posts<\/span><span class=\"p\">;<\/span>\n<span class=\"p\">}<\/span>\n\n<span class=\"c1\">\/\/ Function to extract post data from the Reddit search results page<\/span>\n<span class=\"k\">async<\/span> <span class=\"kd\">function<\/span> <span class=\"nf\">extractPostData<\/span><span class=\"p\">(<\/span><span class=\"nx\">page<\/span><span class=\"p\">:<\/span> <span class=\"nx\">puppeteer<\/span><span class=\"p\">.<\/span><span class=\"nx\">Page<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\n    <span class=\"k\">return<\/span> <span class=\"k\">await<\/span> <span class=\"nx\">page<\/span><span class=\"p\">.<\/span><span class=\"nf\">evaluate<\/span><span class=\"p\">(()<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n        <span class=\"kd\">const<\/span> <span class=\"nx\">postElements<\/span> <span class=\"o\">=<\/span> <span class=\"nb\">document<\/span><span class=\"p\">.<\/span><span class=\"nf\">querySelectorAll<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">div[data-testid=\"post-container\"]<\/span><span class=\"dl\">'<\/span><span class=\"p\">);<\/span>\n        <span class=\"kd\">const<\/span> <span class=\"nx\">posts<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[];<\/span>\n\n        <span class=\"nx\">postElements<\/span><span class=\"p\">.<\/span><span class=\"nf\">forEach<\/span><span class=\"p\">((<\/span><span class=\"na\">postElement<\/span><span class=\"p\">:<\/span> <span class=\"nx\">Element<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n            <span class=\"kd\">const<\/span> <span class=\"nx\">title<\/span> <span class=\"o\">=<\/span> <span class=\"nx\">postElement<\/span><span class=\"p\">.<\/span><span class=\"nf\">querySelector<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">h3<\/span><span class=\"dl\">'<\/span><span class=\"p\">)?.<\/span><span class=\"nx\">innerText<\/span><span class=\"p\">;<\/span>\n            <span class=\"kd\">const<\/span> <span class=\"nx\">author<\/span> <span class=\"o\">=<\/span> <span class=\"nx\">postElement<\/span><span class=\"p\">.<\/span><span class=\"nf\">querySelector<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">[data-testid=\"post_author_link\"]<\/span><span class=\"dl\">'<\/span><span class=\"p\">)?.<\/span><span class=\"nx\">innerText<\/span><span class=\"p\">;<\/span>\n            <span class=\"kd\">const<\/span> <span class=\"nx\">upvotes<\/span> <span class=\"o\">=<\/span> <span class=\"nx\">postElement<\/span><span class=\"p\">.<\/span><span class=\"nf\">querySelector<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">[data-click-id=\"upvote\"]<\/span><span class=\"dl\">'<\/span><span class=\"p\">)?.<\/span><span class=\"nx\">textContent<\/span><span class=\"p\">;<\/span>\n            <span class=\"kd\">const<\/span> <span class=\"nx\">comments<\/span> <span class=\"o\">=<\/span> <span class=\"nx\">postElement<\/span><span class=\"p\">.<\/span><span class=\"nf\">querySelector<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">[data-click-id=\"comments\"]<\/span><span class=\"dl\">'<\/span><span class=\"p\">)?.<\/span><span class=\"nx\">textContent<\/span><span class=\"p\">;<\/span>\n\n            <span class=\"nx\">posts<\/span><span class=\"p\">.<\/span><span class=\"nf\">push<\/span><span class=\"p\">({<\/span> <span class=\"nx\">title<\/span><span class=\"p\">,<\/span> <span class=\"nx\">author<\/span><span class=\"p\">,<\/span> <span class=\"nx\">upvotes<\/span><span class=\"p\">,<\/span> <span class=\"nx\">comments<\/span> <span class=\"p\">});<\/span>\n        <span class=\"p\">});<\/span>\n\n        <span class=\"k\">return<\/span> <span class=\"nx\">posts<\/span><span class=\"p\">;<\/span>\n    <span class=\"p\">});<\/span>\n<span class=\"p\">}<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\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<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%A7%D8%B3%D8%AA%D8%AE%D8%B1%D8%A7%D8%AC_%D9%85%D9%88%D8%AC%D9%88%D8%AF%DB%8C%D8%AA_%D9%86%D8%A7%D9%85%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_%D8%B4%D8%AF%D9%87\"><\/span>\n<p>  <strong>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0627\u0632 \u067e\u0633\u062a \u0647\u0627\u06cc \u062e\u0631\u0627\u0634\u06cc\u062f\u0647 \u0634\u062f\u0647\u060c <strong>\u0686\u062a \u0631\u0648\u0646\u062f<\/strong> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f <strong>\u0645\u062f\u0644 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 <strong>\u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631\u0647\u0627<\/strong> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc <strong>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0646\u0647\u0627\u062f \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 (NER)<\/strong>. \u0627\u06cc\u0646 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u0641\u0631\u0627\u062f\u060c \u0645\u06a9\u0627\u0646 \u0647\u0627\u060c \u0633\u0627\u0632\u0645\u0627\u0646 \u0647\u0627 \u06cc\u0627 \u0647\u0631 \u06a9\u0644\u0645\u0647 \u06a9\u0644\u06cc\u062f\u06cc \u0645\u0631\u062a\u0628\u0637 \u062f\u06cc\u06af\u0631\u06cc \u0631\u0627 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0645\u0627 \u0627\u0632 \u06cc\u06a9 \u0627\u0632 \u0642\u0628\u0644 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <strong>\u0645\u062f\u0644 NER<\/strong> \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Hugging Face Transformers \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u067e\u0633\u062a\u200c\u0647\u0627\u06cc Reddit \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0646\u0647\u0627\u062f\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644\u0627\u062a\u060c \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u067e\u0631\u0637\u0631\u0641\u062f\u0627\u0631 \u0648 \u0645\u0648\u0627\u0631\u062f \u062f\u06cc\u06af\u0631.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DA%A9%D8%AF_%D9%86%D9%85%D9%88%D9%86%D9%87_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%B4%D9%86%D8%A7%D8%B3%D8%A7%DB%8C%DB%8C_%D9%85%D9%88%D8%AC%D9%88%D8%AF%DB%8C%D8%AA_%D9%86%D8%A7%D9%85%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_%D8%B4%D8%AF%D9%87_NER_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%AA%D8%B1%D8%A7%D9%86%D8%B3%D9%81%D9%88%D8%B1%D9%85%D8%A7%D8%AA%D9%88%D8%B1%D9%87%D8%A7_Typescript\"><\/span>\n<p>  <strong>\u06a9\u062f \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 (NER) \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631\u0647\u0627 (Typescript)<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight typescript\"><code><span class=\"k\">import<\/span> <span class=\"p\">{<\/span> <span class=\"nx\">pipeline<\/span> <span class=\"p\">}<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">transformers<\/span><span class=\"dl\">'<\/span><span class=\"p\">;<\/span>  <span class=\"c1\">\/\/ Importing the HuggingFace pipeline for NER<\/span>\n\n<span class=\"kd\">const<\/span> <span class=\"nx\">nerModel<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">pipeline<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">ner<\/span><span class=\"dl\">'<\/span><span class=\"p\">,<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">dbmdz\/bert-large-cased-finetuned-conll03-english<\/span><span class=\"dl\">'<\/span><span class=\"p\">);<\/span>  <span class=\"c1\">\/\/ Pre-trained NER model<\/span>\n\n<span class=\"kd\">const<\/span> <span class=\"nx\">extractEntities<\/span> <span class=\"o\">=<\/span> <span class=\"k\">async <\/span><span class=\"p\">(<\/span><span class=\"nx\">text<\/span><span class=\"p\">:<\/span> <span class=\"kr\">string<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n  <span class=\"kd\">const<\/span> <span class=\"nx\">entities<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nf\">nerModel<\/span><span class=\"p\">(<\/span><span class=\"nx\">text<\/span><span class=\"p\">);<\/span>\n  <span class=\"k\">return<\/span> <span class=\"nx\">entities<\/span><span class=\"p\">;<\/span>\n<span class=\"p\">};<\/span>\n\n<span class=\"kd\">const<\/span> <span class=\"nx\">sampleText<\/span> <span class=\"o\">=<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">I love programming in Python and recently explored Next.js for building dynamic web apps!<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\n<span class=\"nf\">extractEntities<\/span><span class=\"p\">(<\/span><span class=\"nx\">sampleText<\/span><span class=\"p\">).<\/span><span class=\"nf\">then<\/span><span class=\"p\">(<\/span><span class=\"nx\">entities<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n  <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">log<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">Extracted Entities:<\/span><span class=\"dl\">'<\/span><span class=\"p\">,<\/span> <span class=\"nx\">entities<\/span><span class=\"p\">);<\/span>\n<span class=\"p\">}).<\/span><span class=\"k\">catch<\/span><span class=\"p\">(<\/span><span class=\"nx\">error<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">error<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">Error extracting entities:<\/span><span class=\"dl\">'<\/span><span class=\"p\">,<\/span> <span class=\"nx\">error<\/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>\u0645\u0648\u062c\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c\u200c\u0634\u062f\u0647 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u06af\u0631\u0627\u06cc\u0634\u200c\u0647\u0627 \u06cc\u0627 \u0628\u06cc\u0646\u0634\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0630\u06a9\u0631 \u0645\u06a9\u0631\u0631 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u062e\u0627\u0635\u060c \u0646\u0627\u0645\u200c\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u06cc\u0627 \u062d\u062a\u06cc \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0622\u062a\u06cc \u0628\u06cc\u0634\u062a\u0631 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0631\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%AA%D8%B1%DA%A9%DB%8C%D8%A8_%D8%A7%DB%8C%D9%86_%D8%AF%D9%88\"><\/span>\n<p>  \u062a\u0631\u06a9\u06cc\u0628 \u0627\u06cc\u0646 \u062f\u0648<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight typescript\"><code><span class=\"k\">async<\/span> <span class=\"kd\">function<\/span> <span class=\"nf\">main<\/span><span class=\"p\">()<\/span> <span class=\"p\">{<\/span>\n    <span class=\"kd\">const<\/span> <span class=\"nx\">prompt<\/span> <span class=\"o\">=<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">Tell me about recent discussions on code editors and their features, especially AI-powered editors<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>  <span class=\"c1\">\/\/ Example prompt<\/span>\n\n    <span class=\"c1\">\/\/ Step 1: Extract keywords<\/span>\n    <span class=\"kd\">const<\/span> <span class=\"nx\">keywords<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nf\">extractEntities<\/span><span class=\"p\">(<\/span><span class=\"nx\">prompt<\/span><span class=\"p\">);<\/span>\n    <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">log<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Extracted Keywords: <\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"nx\">keywords<\/span><span class=\"p\">);<\/span>\n\n    <span class=\"c1\">\/\/ Step 2: Search Reddit for the extracted keyword(s)<\/span>\n    <span class=\"k\">for <\/span><span class=\"p\">(<\/span><span class=\"kd\">const<\/span> <span class=\"nx\">keyword<\/span> <span class=\"k\">of<\/span> <span class=\"nx\">keywords<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\n        <span class=\"kd\">const<\/span> <span class=\"nx\">searchUrl<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">generateRedditSearchUrl<\/span><span class=\"p\">(<\/span><span class=\"nx\">keyword<\/span><span class=\"p\">);<\/span>\n        <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">log<\/span><span class=\"p\">(<\/span><span class=\"s2\">`Searching for \"<\/span><span class=\"p\">${<\/span><span class=\"nx\">keyword<\/span><span class=\"p\">}<\/span><span class=\"s2\">\" on Reddit...`<\/span><span class=\"p\">);<\/span>\n\n        <span class=\"c1\">\/\/ Step 3: Scrape the posts for the keyword<\/span>\n        <span class=\"kd\">const<\/span> <span class=\"nx\">posts<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nf\">scrapeRedditPosts<\/span><span class=\"p\">(<\/span><span class=\"nx\">searchUrl<\/span><span class=\"p\">);<\/span>\n        <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">log<\/span><span class=\"p\">(<\/span><span class=\"s2\">`Found <\/span><span class=\"p\">${<\/span><span class=\"nx\">posts<\/span><span class=\"p\">.<\/span><span class=\"nx\">length<\/span><span class=\"p\">}<\/span><span class=\"s2\"> posts related to \"<\/span><span class=\"p\">${<\/span><span class=\"nx\">keyword<\/span><span class=\"p\">}<\/span><span class=\"s2\">\":`<\/span><span class=\"p\">);<\/span>\n        <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">log<\/span><span class=\"p\">(<\/span><span class=\"nx\">posts<\/span><span class=\"p\">);<\/span>\n    <span class=\"p\">}<\/span>\n<span class=\"p\">}<\/span>\n\n<span class=\"c1\">\/\/ Run the main function<\/span>\n<span class=\"nf\">main<\/span><span class=\"p\">().<\/span><span class=\"k\">catch<\/span><span class=\"p\">(<\/span><span class=\"nx\">error<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n    <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">error<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Error running the pipeline:<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"nx\">error<\/span><span class=\"p\">);<\/span>\n<span class=\"p\">});<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\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<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%B3%D8%AA%D8%AE%D8%B1%D8%A7%D8%AC_%D9%85%D9%88%D8%AC%D9%88%D8%AF%DB%8C%D8%AA_%D9%86%D8%A7%D9%85%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_%D8%B4%D8%AF%D9%87_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%BE%D8%B3%D8%AA%D9%87%D8%A7\"><\/span>\n<p>  \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u067e\u0633\u062a\u0647\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight typescript\"><code><span class=\"k\">import<\/span> <span class=\"p\">{<\/span> <span class=\"nx\">pipeline<\/span> <span class=\"p\">}<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">@huggingface\/transformers<\/span><span class=\"dl\">'<\/span><span class=\"p\">;<\/span>\n\n<span class=\"c1\">\/\/ Example of Reddit post data (this would be scraped using BrightData)<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">redditPosts<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span>\n  <span class=\"dl\">\"<\/span><span class=\"s2\">Tesla's stock price surged after the announcement of their new electric car model in Berlin.<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\n  <span class=\"dl\">\"<\/span><span class=\"s2\">Apple released new MacBook Pro models with improved performance and battery life.<\/span><span class=\"dl\">\"<\/span>\n<span class=\"p\">];<\/span>\n\n<span class=\"c1\">\/\/ Initialize the NER pipeline<\/span>\n<span class=\"k\">async<\/span> <span class=\"kd\">function<\/span> <span class=\"nf\">performNamedEntityRecognition<\/span><span class=\"p\">(<\/span><span class=\"nx\">posts<\/span><span class=\"p\">:<\/span> <span class=\"kr\">string<\/span><span class=\"p\">[])<\/span> <span class=\"p\">{<\/span>\n  <span class=\"k\">try<\/span> <span class=\"p\">{<\/span>\n    <span class=\"c1\">\/\/ Use Hugging Face's NER pipeline with a pre-trained model<\/span>\n    <span class=\"kd\">const<\/span> <span class=\"nx\">nlp<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nf\">pipeline<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">ner<\/span><span class=\"dl\">'<\/span><span class=\"p\">,<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">dbmdz\/bert-large-cased-finetuned-conll03-english<\/span><span class=\"dl\">'<\/span><span class=\"p\">);<\/span>\n\n    <span class=\"c1\">\/\/ Loop through each Reddit post and extract named entities<\/span>\n    <span class=\"kd\">const<\/span> <span class=\"nx\">results<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nb\">Promise<\/span><span class=\"p\">.<\/span><span class=\"nf\">all<\/span><span class=\"p\">(<\/span>\n      <span class=\"nx\">posts<\/span><span class=\"p\">.<\/span><span class=\"nf\">map<\/span><span class=\"p\">(<\/span><span class=\"k\">async <\/span><span class=\"p\">(<\/span><span class=\"nx\">post<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n        <span class=\"kd\">const<\/span> <span class=\"nx\">entities<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nf\">nlp<\/span><span class=\"p\">(<\/span><span class=\"nx\">post<\/span><span class=\"p\">);<\/span>\n        <span class=\"k\">return<\/span> <span class=\"p\">{<\/span> <span class=\"nx\">post<\/span><span class=\"p\">,<\/span> <span class=\"nx\">entities<\/span> <span class=\"p\">};<\/span>\n      <span class=\"p\">})<\/span>\n    <span class=\"p\">);<\/span>\n\n    <span class=\"c1\">\/\/ Log the results<\/span>\n    <span class=\"nx\">results<\/span><span class=\"p\">.<\/span><span class=\"nf\">forEach<\/span><span class=\"p\">((<\/span><span class=\"nx\">result<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n      <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">log<\/span><span class=\"p\">(<\/span><span class=\"s2\">`Post: <\/span><span class=\"p\">${<\/span><span class=\"nx\">result<\/span><span class=\"p\">.<\/span><span class=\"nx\">post<\/span><span class=\"p\">}<\/span><span class=\"s2\">`<\/span><span class=\"p\">);<\/span>\n      <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">log<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Entities:<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"nx\">result<\/span><span class=\"p\">.<\/span><span class=\"nx\">entities<\/span><span class=\"p\">);<\/span>\n      <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">log<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">-------------<\/span><span class=\"dl\">\"<\/span><span class=\"p\">);<\/span>\n    <span class=\"p\">});<\/span>\n\n  <span class=\"p\">}<\/span> <span class=\"k\">catch <\/span><span class=\"p\">(<\/span><span class=\"nx\">error<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\n    <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">error<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Error during NER:<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"nx\">error<\/span><span class=\"p\">);<\/span>\n  <span class=\"p\">}<\/span>\n<span class=\"p\">}<\/span>\n\n<span class=\"c1\">\/\/ Run NER on Reddit posts<\/span>\n<span class=\"nf\">performNamedEntityRecognition<\/span><span class=\"p\">(<\/span><span class=\"nx\">redditPosts<\/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<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%D8%B4%D8%AA%D9%87_%D9%81%D9%86%D8%A7%D9%88%D8%B1%DB%8C\"><\/span>\n<p>  <strong>\u067e\u0634\u062a\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Frontend\"><\/span>\n<p>  <strong>Frontend<\/strong>:<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>Next.js<\/strong>: \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0646\u0645\u0627\u06cc \u0638\u0627\u0647\u0631\u06cc \u067e\u0648\u06cc\u0627 \u0648 \u067e\u0627\u0633\u062e\u06af\u0648 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u0628\u06cc\u0646\u0634 \u0647\u0627 \u0648 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0631\u0648\u0646\u062f\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\n<strong>\u0648\u0627\u06a9\u0646\u0634 \u0646\u0634\u0627\u0646 \u062f\u0647\u06cc\u062f<\/strong>: \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u062c\u0632\u0627\u06cc \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u0639\u0627\u0645\u0644\u0627\u062a \u06a9\u0627\u0631\u0628\u0631 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<li>\n<strong>Tailwind CSS<\/strong>: \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0638\u0627\u0647\u0631 \u0637\u0631\u0627\u062d\u06cc \u0633\u0631\u06cc\u0639 \u0648 \u067e\u0627\u0633\u062e\u06af\u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Backend\"><\/span>\n<p>  <strong>Backend<\/strong>:<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u0633\u0648\u067e\u0627 \u0628\u06cc\u0633<\/strong>: \u0628\u0631\u0627\u06cc \u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a \u06a9\u0627\u0631\u0628\u0631 \u0648 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. Supabase \u0641\u0631\u0622\u06cc\u0646\u062f \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0648 \u0630\u062e\u06cc\u0631\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0633\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li>\n<strong>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 API \u0648 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631\u0647\u0627\u06cc Gemini)<\/strong>: \u0628\u0631\u0627\u06cc \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f\u060c \u06a9\u0645\u06a9 \u0628\u0647 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0631\u0627\u0634\u06cc\u062f\u0647 \u0634\u062f\u0647 \u0648 \u0627\u06cc\u062c\u0627\u062f \u0628\u06cc\u0646\u0634 \u06cc\u0627 \u062a\u0648\u0635\u06cc\u0647 \u0647\u0627\u06cc\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u0631\u0648\u0646\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\n<strong>\u062a\u0627\u06cc\u067e \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a<\/strong>: \u06a9\u0644 \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Typescript \u0628\u0631\u0627\u06cc \u0627\u06cc\u0645\u0646\u06cc \u0646\u0648\u0639 \u0628\u0647\u062a\u0631 \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u06a9\u062f \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%D8%AE%D8%B1%D8%A7%D8%B4_%D8%AF%D8%A7%D8%AF%D9%86\"><\/span>\n<p>  <strong>\u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646<\/strong>:<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>BrightData Web Scraping API<\/strong>: \u0628\u0627 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0641\u0631\u0622\u06cc\u0646\u062f \u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646 \u0648\u0628 \u0631\u0627 \u062a\u0642\u0648\u06cc\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f <strong>Reddit<\/strong> \u0648 \u0633\u0627\u06cc\u0631 \u0645\u0646\u0627\u0628\u0639 \u0622\u0646\u0644\u0627\u06cc\u0646<\/li>\n<li>\n<strong>Reddit<\/strong>: \u067e\u0644\u062a\u0641\u0631\u0645 \u0627\u0648\u0644\u06cc\u0647 \u0628\u0631\u0627\u06cc \u067e\u0633\u062a\u200c\u0647\u0627\u060c \u0646\u0638\u0631\u0627\u062a \u0648 \u0628\u062d\u062b\u200c\u0647\u0627\u06cc \u067e\u06cc\u0631\u0627\u0645\u0648\u0646 \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u0646\u0648\u0638\u0647\u0648\u0631 \u062e\u0631\u0627\u0634\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AD%D8%B1%D8%A7%D8%B2_%D9%87%D9%88%DB%8C%D8%AA\"><\/span>\n<p>  <strong>\u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a<\/strong>:<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a Supabase<\/strong>: \u0648\u0631\u0648\u062f \u0627\u06cc\u0645\u0646 \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0627\u0631\u0628\u0631 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a \u0634\u062f\u0647 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062c\u0645\u0639 \u0634\u062f\u0647.<\/li>\n<\/ul>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%DA%86%DA%AF%D9%88%D9%86%D9%87_%DA%A9%D8%A7%D8%B1_%D9%85%DB%8C_%DA%A9%D9%86%D8%AF\"><\/span>\n<p>  <strong>\u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li>\n<p><strong>\u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a \u06a9\u0627\u0631\u0628\u0631<\/strong>:<\/p>\n<p>\u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 <strong>\u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a Supabase<\/strong>. \u067e\u0633 \u0627\u0632 \u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u067e\u0644\u062a\u0641\u0631\u0645\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u0628\u0631\u062f\u0627\u0634\u062a\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0631\u0648\u0646\u062f\u0647\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627<\/strong>:<\/p>\n<p>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <strong>BrightData Web Scraping API<\/strong>Trend Chat \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0627\u0632 <strong>Reddit<\/strong> \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0627\u0631\u0628\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0631\u0627\u0634\u200c\u0634\u062f\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0634\u0627\u0645\u0644 \u067e\u0633\u062a\u200c\u0647\u0627\u060c \u0646\u0638\u0631\u0627\u062a \u0648 \u0628\u062d\u062b\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631\u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0627\u0634\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627<\/strong>:<\/p>\n<p>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0631\u0627\u0634\u06cc\u062f\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0622\u0646 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u0634\u0648\u062f <strong>\u0633\u0648\u067e\u0627 \u0628\u06cc\u0633<\/strong> (\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 Supabase \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f)\u060c \u0627\u0645\u06a9\u0627\u0646 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0622\u0646 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f. <strong>\u0645\u062f\u0644 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> \u0633\u067e\u0633 \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0631\u0648\u0646\u062f\u0647\u0627\u060c \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0648 \u0628\u06cc\u0646\u0634\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627 \u062f\u0631 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u06a9\u0645\u06a9 \u06a9\u0646\u0646\u062f\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0686\u062a \u0628\u0627 Insights<\/strong>:<\/p>\n<p>\u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u0686\u062a \u0628\u0627 \u067e\u0644\u062a\u0641\u0631\u0645 \u062a\u0639\u0627\u0645\u0644 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f \u0648 \u062f\u0631 \u0645\u0648\u0631\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0631\u0627\u0634\u06cc\u062f\u0647 \u0634\u062f\u0647 \u0633\u0624\u0627\u0644 \u0628\u067e\u0631\u0633\u0646\u062f. \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Gemini API \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc\u200c\u0634\u062f\u0647 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0631\u0648\u0646\u062f\u0647\u0627 \u0648 \u0628\u06cc\u0646\u0634\u200c\u0647\u0627 \u0631\u0627 \u0648\u0627\u0636\u062d\u200c\u062a\u0631 \u062f\u0631\u06a9 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0628\u06cc\u0646\u0634 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<\/strong>:<\/p>\n<p>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <strong>\u0645\u062f\u0644 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong>\u060c \u0633\u06cc\u0633\u062a\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0634\u062f\u0647 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a\u060c \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u06a9\u0644\u0645\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc \u06cc\u0627 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0645\u0648\u0631\u062f \u0628\u062d\u062b \u0631\u0627 \u062f\u0631 \u06cc\u06a9 subreddit \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0628\u06cc\u0646\u0634 \u0647\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628\u06cc \u0642\u0627\u0628\u0644 \u062f\u0631\u06a9 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0642\u062f\u0627\u0645 \u06a9\u0646\u06cc\u062f<\/strong>:<\/p>\n<p>\u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0622\u06af\u0627\u0647\u0627\u0646\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f\u060c \u0686\u0647 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0645\u062d\u0635\u0648\u0644\u060c \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0647\u0627\u06cc \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc\u060c \u06cc\u0627 \u0645\u0634\u0627\u0631\u06a9\u062a \u062c\u0627\u0645\u0639\u0647. \u0622\u0646\u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u062c\u0627\u0631\u06cc \u0631\u0627 \u0631\u062f\u06cc\u0627\u0628\u06cc \u06a9\u0646\u0646\u062f \u06cc\u0627 \u0628\u0627 \u0627\u062f\u0627\u0645\u0647 \u0686\u062a \u0628\u0627 \u0633\u06cc\u0633\u062a\u0645\u060c \u0641\u0631\u0635\u062a \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u0631\u0627 \u06a9\u0634\u0641 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%DA%86%D8%B1%D8%A7_Trend_Chat%D8%9F\"><\/span>\n<p>  <strong>\u0686\u0631\u0627 Trend Chat\u061f<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0627\u0645\u0631\u0648\u0632\u06cc\u060c \u062f\u0631\u06a9 \u0648 \u0631\u062f\u06cc\u0627\u0628\u06cc \u0631\u0648\u0646\u062f\u0647\u0627 \u062f\u0631 \u062c\u0648\u0627\u0645\u0639 \u0645\u062e\u062a\u0644\u0641 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0634\u0648\u0627\u0631 \u0648 \u0648\u0642\u062a \u06af\u06cc\u0631 \u0628\u0627\u0634\u062f. <strong>\u0686\u062a \u0631\u0648\u0646\u062f<\/strong> \u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f \u0631\u0627 \u0628\u0627 \u0627\u0631\u0627\u0626\u0647 \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u06cc\u06a9 \u0645\u0631\u062d\u0644\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0633\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. <\/p>\n<ul>\n<li>\n<strong>\u062f\u0631 \u062c\u0631\u06cc\u0627\u0646 \u0628\u0627\u0634\u06cc\u062f<\/strong>: \u0622\u062e\u0631\u06cc\u0646 \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0647\u0627 \u0631\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u0631\u0648\u0646\u062f\u0647\u0627 \u062f\u0631 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0645\u062e\u062a\u0644\u0641 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\n<strong>\u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u062f\u0627\u062f\u0647 \u0645\u062d\u0648\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f<\/strong>: \u0627\u0632 \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc \u0627\u0637\u0644\u0627\u0639 \u0631\u0633\u0627\u0646\u06cc \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0647\u0627\u06cc \u06a9\u0633\u0628 \u0648 \u06a9\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\n<strong>\u0641\u0631\u0622\u06cc\u0646\u062f \u0633\u0627\u062f\u0647<\/strong>: \u0641\u0631\u0622\u06cc\u0646\u062f \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f \u0648 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648 \u062a\u0644\u0627\u0634 \u0634\u0645\u0627 \u0635\u0631\u0641\u0647 \u062c\u0648\u06cc\u06cc \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\n<strong>\u0628\u06cc\u0646\u0634 \u0642\u0627\u0628\u0644 \u062a\u0646\u0638\u06cc\u0645<\/strong>: \u0628\u06cc\u0646\u0634 \u0647\u0627 \u0631\u0627 \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062e\u0627\u0635 \u0648 \u0627\u0647\u062f\u0627\u0641 \u062a\u062c\u0627\u0631\u06cc \u062e\u0648\u062f \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f.<\/li>\n<\/ul>\n<p>Trend Chat \u0627\u0628\u0632\u0627\u0631\u06cc \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u0645\u0634\u0627\u063a\u0644\u060c \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u0627\u0646 \u0648 \u0639\u0644\u0627\u0642\u0647 \u0645\u0646\u062f\u0627\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u062c\u0644\u0648\u062a\u0631 \u0628\u0648\u062f\u0646 \u0627\u0632 \u0631\u0642\u0628\u0627 \u0648 \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0622\u06af\u0627\u0647\u0627\u0646\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A8%D9%87%D8%A8%D9%88%D8%AF%D9%87%D8%A7%DB%8C_%D8%A2%DB%8C%D9%86%D8%AF%D9%87\"><\/span>\n<p>  <strong>\u0628\u0647\u0628\u0648\u062f\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0686\u0646\u062f \u0627\u06cc\u062f\u0647 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0622\u062a\u06cc Trend Chat \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/p>\n<ol>\n<li>\n<strong>\u0645\u0646\u0627\u0628\u0639 \u062f\u0627\u062f\u0647 \u0631\u0627 \u06af\u0633\u062a\u0631\u0634 \u062f\u0647\u06cc\u062f<\/strong>: \u0628\u0631\u0627\u06cc \u06af\u0633\u062a\u0631\u0634 \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f\u060c \u0645\u0646\u0627\u0628\u0639 \u062e\u0631\u0627\u0634 \u062f\u0647\u0646\u062f\u0647 \u0648 API \u0647\u0627\u06cc \u0627\u0636\u0627\u0641\u06cc \u0631\u0627 \u0627\u062f\u063a\u0627\u0645 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\n<strong>\u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong>: \u0628\u0647\u0628\u0648\u062f \u0645\u062f\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0639\u0645\u06cc\u0642 \u062a\u0631\u060c \u0645\u0627\u0646\u0646\u062f \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0648 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0627\u062d\u0633\u0627\u0633\u0627\u062a.<\/li>\n<li>\n<strong>\u0627\u0639\u0644\u0627\u0646 \u0647\u0627\u06cc \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc<\/strong>: \u0627\u0639\u0644\u0627\u0646\u200c\u0647\u0627\u06cc \u0641\u0634\u0627\u0631\u06cc \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062f\u0631\u0628\u0627\u0631\u0647 \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u0646\u0648\u0638\u0647\u0648\u0631 \u06cc\u0627 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc \u0645\u0647\u0645 \u0647\u0634\u062f\u0627\u0631 \u062f\u0647\u06cc\u062f.<\/li>\n<li>\n<strong>\u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u0631\u0633\u0627\u0646\u0647 \u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc<\/strong>: \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u0631\u0633\u0627\u0646\u0647 \u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0631\u0627 \u0631\u0627\u062d\u062a \u062a\u0631 \u0628\u0631\u0631\u0633\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u0646\u062f.<\/li>\n<\/ol>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%DA%86%D8%B1%D8%A7_%D9%85%D9%86_%D9%88%D8%A7%D8%AC%D8%AF_%D8%B4%D8%B1%D8%A7%DB%8C%D8%B7_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%A7%D8%B9%D8%AA%D8%A8%D8%A7%D8%B1%D8%A7%D8%AA_%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1_%D9%87%D8%B3%D8%AA%D9%85\"><\/span>\n<p>  <em>\u0686\u0631\u0627 \u0645\u0646 \u0648\u0627\u062c\u062f \u0634\u0631\u0627\u06cc\u0637 \u0628\u0631\u0627\u06cc \u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u0647\u0633\u062a\u0645<\/em><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li>\n<p><strong>\u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647<\/strong>: \u067e\u0631\u0648\u0698\u0647 \u0645\u0646 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0631\u0627\u06cc \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u067e\u0633\u062a\u200c\u0647\u0627\u06cc \u0631\u062f\u06cc\u062a \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0631\u0648\u06cc\u06a9\u0631\u062f\u06cc \u0645\u0646\u062d\u0635\u0631\u0628\u0647\u200c\u0641\u0631\u062f \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06af\u0631\u0627\u06cc\u0634\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u06cc\u0646\u0634\u200c\u0647\u0627\u06cc \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc \u0631\u0627 \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0622\u0634\u06a9\u0627\u0631 \u0628\u0647 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631<\/strong>: \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062e\u0637\u0648\u0637 \u0644\u0648\u0644\u0647 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0646\u0647\u0627\u062f\u0647\u0627\u06cc \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 (NER) \u062f\u0631 \u062d\u062c\u0645 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u067e\u0633\u062a \u0647\u0627\u06cc Reddit \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0632 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u06cc \u067e\u0631\u0648\u0698\u0647 \u0645\u0646 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u06af\u0633\u062a\u0631\u062f\u0647 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0631 \u062d\u0627\u0644 \u0631\u0634\u062f \u0631\u0627 \u0628\u0631\u062c\u0633\u062a\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0627\u062b\u06cc\u0631 \u0628\u0631 \u06a9\u0633\u0628 \u0648 \u06a9\u0627\u0631\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9<\/strong>: \u067e\u0631\u0648\u0698\u0647 \u0645\u0646 \u0628\u0647 \u06a9\u0633\u0628 \u0648 \u06a9\u0627\u0631\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0627\u0631\u0632\u0634\u0645\u0646\u062f\u06cc \u0627\u0632 \u0628\u0627\u0632\u0627\u0631 \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u0646\u062f \u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0628\u0647 \u062a\u062d\u0648\u0644 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0622\u0646\u0647\u0627 \u06a9\u0645\u06a9 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0628\u0627 \u0645\u0623\u0645\u0648\u0631\u06cc\u062a Bright Data \u0628\u0631\u0627\u06cc \u062d\u0645\u0627\u06cc\u062a \u0627\u0632 \u0631\u0627\u0647 \u062d\u0644\u200c\u0647\u0627\u06cc \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647 \u0648 \u062a\u0627\u062b\u06cc\u0631\u06af\u0630\u0627\u0631 \u0628\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0647\u0645\u0627\u0647\u0646\u06af \u0627\u0633\u062a.<\/p>\n<\/li>\n<\/ol>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%DB%8C%D8%AC%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C\"><\/span>\n<p>  <strong>\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u0686\u062a \u0631\u0648\u0646\u062f<\/strong> \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0627\u0632 \u0627\u0633\u06a9\u0631\u067e\u06cc\u0646\u06af \u0648\u0628\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u0648 \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0628\u0647 \u06a9\u0633\u0628 \u0648 \u06a9\u0627\u0631\u0647\u0627 \u0648 \u0627\u0641\u0631\u0627\u062f \u06a9\u0645\u06a9 \u06a9\u0646\u062f \u062a\u0627 \u062f\u0631 \u0635\u062f\u0631 \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u0646\u0648\u0638\u0647\u0648\u0631 \u0642\u0631\u0627\u0631 \u0628\u06af\u06cc\u0631\u0646\u062f. \u0628\u0627 \u0627\u0639\u0645\u0627\u0644 \u0627\u0647\u0631\u0645 <strong>BrightData<\/strong> \u0628\u0631\u0627\u06cc \u0633\u0648\u0647\u0627\u0646 \u0632\u062f\u0646 \u0648 <strong>\u0645\u062f\u0644 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> \u0628\u0631\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0646\u0634\u060c Trend Chat \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0639\u0645\u0644\u06cc \u0648 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0628\u0647\u062a\u0631 \u0648 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u06af\u06cc\u0631\u0646\u062f. \u062e\u0648\u0627\u0647 \u062f\u0631 \u062d\u0627\u0644 \u067e\u06cc\u06af\u06cc\u0631\u06cc \u0631\u0648\u0646\u062f\u0647\u0627\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u062c\u0627\u0645\u0639\u0647\u060c \u06cc\u0627 \u0627\u06cc\u062c\u0627\u062f \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0628\u0627\u0634\u06cc\u062f\u060c <strong>\u0686\u062a \u0631\u0648\u0646\u062f<\/strong> \u0627\u0628\u0632\u0627\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062c\u0644\u0648\u062a\u0631 \u0627\u0632 \u0645\u0646\u062d\u0646\u06cc \u0628\u0647 \u0622\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f.<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A8%D8%A7_%D8%AA%D8%B4%DA%A9%D8%B1_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AE%D9%88%D8%A7%D9%86%D8%AF%D9%86\"><\/span>\n<p>  <strong>\u0628\u0627 \u062a\u0634\u06a9\u0631 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646!<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0645\u0646\u0648\u0646 \u06a9\u0647 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f\u06cc\u062f <strong>\u0686\u062a \u0631\u0648\u0646\u062f<\/strong>! \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0645 \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0628\u0647 \u0634\u0645\u0627 \u06a9\u0645\u06a9 \u06a9\u0646\u062f \u0631\u0648\u0646\u062f\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0624\u062b\u0631\u062a\u0631\u06cc \u067e\u06cc\u06af\u06cc\u0631\u06cc\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u062a\u0639\u0627\u0645\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<hr\/>\n<h3><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%D9%88%D9%86%D8%AF%D9%87%D8%A7\"><\/span>\n<p>  <strong>\u067e\u06cc\u0648\u0646\u062f\u0647\u0627<\/strong>:<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u06cc\u0646 \u0627\u0631\u0633\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u0686\u0627\u0644\u0634 \u062e\u0631\u0627\u0634 \u0648\u0628 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0631\u0648\u0634\u0646: \u062e\u0644\u0627\u0642\u0627\u0646\u0647\u200c\u062a\u0631\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0628 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a. Trend Chat: \u0631\u062f\u06cc\u0627\u0628\u06cc\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u06af\u067e \u0628\u0627 \u0631\u0648\u0646\u062f\u0647\u0627 \u0627\u0632 \u062c\u0648\u0627\u0645\u0639 \u0622\u0646\u0644\u0627\u06cc\u0646 \u0637\u0627\u0642\u0686\u0647. \u0628\u06cc\u0646\u0634 \u0639\u0645\u0644\u06cc \u0631\u0627 \u06a9\u0647 \u062a\u0648\u0633\u0637 BrightData \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f. \u0686\u062a \u0631\u0648\u0646\u062f \u0627\u0628\u0632\u0627\u0631 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u06cc \u0627\u0633\u062a \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u0642\u0627\u062f\u0631 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":90479,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-90478","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\/90478","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=90478"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/90478\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/90479"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=90478"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=90478"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=90478"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}