{"id":98893,"date":"2025-02-24T16:31:46","date_gmt":"2025-02-24T13:01:46","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/"},"modified":"2025-02-24T16:31:46","modified_gmt":"2025-02-24T13:01:46","slug":"%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/","title":{"rendered":"\u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc AI \u062f\u0631 \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u062a\u0633\u062a &#8211; \u0632\u0645\u06cc\u0646\u0647 \u060c \u0646\u0633\u062e\u0647 \u06cc \u0646\u0645\u0627\u06cc\u0634\u06cc \u0628\u0627 UI -TARS LLM &#038; Midscene (\u0642\u0633\u0645\u062a 1)"},"content":{"rendered":"<div data-article-id=\"2295330\" id=\"article-body\">\n<p>\u0627\u06cc\u0646 \u0633\u0631\u06cc \u0627\u0632 \u0645\u0642\u0627\u0644\u0627\u062a \u06cc\u06a9 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0648\u0627\u0636\u062d \u0648 \u0639\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc AI \u062f\u0631 \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u062a\u0633\u062a \u067e\u0627\u06cc\u0627\u0646 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f. \u0645\u0646 \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u062a\u0623\u06cc\u06cc\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u067e\u0627\u06cc\u0627\u0646 \u0628\u0647 \u0645\u062d\u0635\u0648\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0645 \u060c \u0648 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u0645\u06cc \u06a9\u0646\u0645 \u06a9\u0647 \u0645\u0634\u062e\u0635\u0627\u062a \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u0628\u0631\u0622\u0648\u0631\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fkpxbg3lc23onq64777s4.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"800\" title=\"\"><\/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\" 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\" 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\u0628\u0647 \u067e\u0627\u06cc\u0627\u0646<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#2_%D8%AF%D8%B1_%D8%B9%D9%85%D9%84_%E2%80%93_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D9%85%D9%88%D8%A7%D8%B1%D8%AF_%D8%A2%D8%B2%D9%85%D9%88%D9%86_%D8%AE%D9%88%D8%AF_%D8%A8%D8%A7_%DB%8C%DA%A9_%D8%B9%D8%A7%D9%85%D9%84_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\" >2. \u062f\u0631 \u0639\u0645\u0644 &#8211; \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0627\u0631\u062f \u0622\u0632\u0645\u0648\u0646 \u062e\u0648\u062f \u0628\u0627 \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/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\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#21_%E2%80%93_%DB%8C%DA%A9_%D8%A2%DA%98%D8%A7%D9%86%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%DA%86%D9%86%D8%AF%DA%AF%D8%A7%D9%86%D9%87_%D9%85%DB%8C_%D8%AA%D9%88%D8%A7%D9%86%D8%AF_%D9%81%D8%B1%D8%A7%DB%8C%D9%86%D8%AF_%D8%A2%D8%B2%D9%85%D9%88%D9%86_%D8%B1%D8%A7_%D8%A8%D9%87%DB%8C%D9%86%D9%87_%DA%A9%D9%86%D8%AF\" >2.1 &#8211; \u06cc\u06a9 \u0622\u0698\u0627\u0646\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u0646\u062f\u06af\u0627\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0641\u0631\u0627\u06cc\u0646\u062f \u0622\u0632\u0645\u0648\u0646 \u0631\u0627 \u0628\u0647\u06cc\u0646\u0647 \u06a9\u0646\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#22_%E2%80%93_%DA%86%D9%87_%D9%85%D8%B4%DA%A9%D9%84%DB%8C_%D8%AA%D9%88%D8%B3%D8%B7_%D8%A7%DB%8C%D9%86_%D8%B9%D8%A7%D9%85%D9%84_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%AD%D9%84_%D8%B4%D8%AF\" >2.2 &#8211; \u0686\u0647 \u0645\u0634\u06a9\u0644\u06cc \u062a\u0648\u0633\u0637 \u0627\u06cc\u0646 \u0639\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062d\u0644 \u0634\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#23_%E2%80%93_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D8%A8%D8%A7_%D9%86%D9%85%D8%A7%DB%8C%D8%B4%D9%86%D8%A7%D9%85%D9%87_%D9%86%D9%88%DB%8C%D8%B3\" >2.3 &#8211; \u0627\u062c\u0631\u0627\u06cc \u0628\u0627 \u0646\u0645\u0627\u06cc\u0634\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#3_%D9%85%D9%82%D8%AF%D9%85%D9%87_Ui-Tars_LLM_%D9%88_Midscene\" >3. \u0645\u0642\u062f\u0645\u0647 Ui-Tars LLM \u0648 Midscene<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#31_ui-tars\" >3.1 ui-tars<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#32_%D9%85%DB%8C%D8%A7%D9%86%DB%8C\" >3.2 \u0645\u06cc\u0627\u0646\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#33_%D8%AA%D9%81%D8%A7%D9%88%D8%AA_%D8%A8%D8%A7_%D8%B3%D8%A7%DB%8C%D8%B1_%D8%B1%D8%A7%D9%87_%D8%AD%D9%84_%D9%87%D8%A7_%DA%86%DB%8C%D8%B3%D8%AA\" >3.3 \u062a\u0641\u0627\u0648\u062a \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627 \u0686\u06cc\u0633\u062a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#4_%D9%85%DA%A9%D8%A7%D9%86%DB%8C%D8%B3%D9%85_%D8%A8%DB%8C%D9%86_ui-tars_%D9%88_midscene\" >4 \u0645\u06a9\u0627\u0646\u06cc\u0633\u0645 \u0628\u06cc\u0646 ui-tars \u0648 midscene<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#41_%D8%A7%D8%B1%DA%A9%D8%B3%D8%AA%D8%B1%D9%87%D8%A7_%D9%88_%D9%85%D9%82%D8%A7%DB%8C%D8%B3%D9%87_%D9%87%D8%A7\" >4.1 \u0627\u0631\u06a9\u0633\u062a\u0631\u0647\u0627 \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#42_%D8%AA%D8%B5%D9%85%DB%8C%D9%85%D8%A7%D8%AA_%D9%88_%D8%A7%D8%B3%D8%AA%D8%AF%D9%84%D8%A7%D9%84_%DA%86%D9%86%D8%AF_%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%A7%DB%8C\" >4.2 \u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647 \u0627\u06cc<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#421_Midscene_%DB%8C%DA%A9_%D9%BE%DB%8C%D8%A7%D9%85_%D8%B3%DB%8C%D8%B3%D8%AA%D9%85_%D8%A8%D9%87_UI-TAR_%D8%A7%D8%B1%D8%B3%D8%A7%D9%84_%D9%85%DB%8C_%DA%A9%D9%86%D8%AF\" >4.2.1 Midscene \u06cc\u06a9 \u067e\u06cc\u0627\u0645 \u0633\u06cc\u0633\u062a\u0645 \u0628\u0647 UI-TAR \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#422_UI-TAR_%D8%A7%D8%B2_%D8%B7%D8%B1%DB%8C%D9%82_%D9%88_%D8%B9%D9%85%D9%84_%D8%A8%D8%A7%D8%B2_%D9%85%DB%8C_%DA%AF%D8%B1%D8%AF%D8%AF\" >4.2.2 UI-TAR \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0648 \u0639\u0645\u0644 \u0628\u0627\u0632 \u0645\u06cc \u06af\u0631\u062f\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#423_UI-TAR_%D8%A7%D8%B3%D8%AA%D8%AF%D9%84%D8%A7%D9%84_%D8%B1%D8%A7_%D8%B4%D8%B1%D9%88%D8%B9_%DA%A9%D9%86%DB%8C%D8%AF_%D9%88_%D8%A7%D9%82%D8%AF%D8%A7%D9%85%D8%A7%D8%AA_%D9%85%D8%B1%D9%88%D8%B1%DA%AF%D8%B1_%D8%A8%D8%B9%D8%AF%DB%8C_%D8%B1%D8%A7_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%87%D9%85%D8%A7%D9%86_%D9%85%D8%B1%D8%AD%D9%84%D9%87_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1_%D8%A8%D9%87_%D8%B7%D9%88%D8%B1_%D8%AA%DA%A9%D8%B1%D8%A7%D8%B1%DB%8C_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87_%D8%B1%DB%8C%D8%B2%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\" >4.2.3 UI-TAR \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0631\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f \u0648 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0645\u0631\u0648\u0631\u06af\u0631 \u0628\u0639\u062f\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0647\u0645\u0627\u0646 \u0645\u0631\u062d\u0644\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0647 \u0637\u0648\u0631 \u062a\u06a9\u0631\u0627\u0631\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u06cc\u0632\u06cc \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#424_UI-TAR_%D8%A8%D9%87_%D8%B7%D9%88%D8%B1_%D9%85%D8%B3%D8%AA%D9%82%D9%84_%D8%A8%D8%B1%D8%B1%D8%B3%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF_%DA%A9%D9%87_%D8%A2%DB%8C%D8%A7_%D9%85%D8%B1%D8%AD%D9%84%D9%87_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1_%D8%AD%D8%A7%D8%B5%D9%84_%D8%B4%D8%AF%D9%87_%D8%A7%D8%B3%D8%AA\" >4.2.4 UI-TAR \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u0644 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0622\u06cc\u0627 \u0645\u0631\u062d\u0644\u0647 \u06a9\u0627\u0631\u0628\u0631 \u062d\u0627\u0635\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a<\/a><\/li><\/ul><\/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\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#5_%D8%AE%D9%84%D8%A7%D8%B5%D9%87\" >5. \u062e\u0644\u0627\u0635\u0647<\/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\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#6_%DA%A9%D8%AF\" >6. \u06a9\u062f<\/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\/%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d8%a7%db%8c-%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c-ai-%d8%af%d8%b1-%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86-%d8%aa%d8%b3%d8%aa-%d8%b2\/#7_%D9%85%D9%86%D8%A7%D8%A8%D8%B9\" >7. \u0645\u0646\u0627\u0628\u0639<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"1_%D9%85%D8%B1%D9%88%D8%B1_%D9%86%D9%82%D8%B4_%D8%A2%D8%B2%D9%85%D8%A7%DB%8C%D8%B4_%D9%BE%D8%A7%DB%8C%D8%A7%D9%86_%D8%A8%D9%87_%D9%BE%D8%A7%DB%8C%D8%A7%D9%86\"><\/span>\n<p>  1. \u0645\u0631\u0648\u0631 \u0646\u0642\u0634 \u0622\u0632\u0645\u0627\u06cc\u0634 \u067e\u0627\u06cc\u0627\u0646 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\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%2F050wh8x3lm77ect9b7dr.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"421\" title=\"\"><\/p>\n<p><strong>\u062a\u0623\u06a9\u06cc\u062f \u0628\u0631 \u0627\u06cc\u0646 \u06a9\u0647 \u0628\u0627\u0631 \u062f\u06cc\u06af\u0631 \u062a\u0623\u06a9\u06cc\u062f \u06a9\u0646\u06cc\u062f \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a:<\/strong> \u0647\u062f\u0641 \u0627\u0635\u0644\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u067e\u0627\u06cc\u0627\u0646 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u060c \u062a\u0623\u06cc\u06cc\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0628\u0627 \u0627\u0644\u0632\u0627\u0645\u0627\u062a \u0648 \u0637\u0631\u0627\u062d\u06cc \u0645\u062d\u0635\u0648\u0644 \u0628\u0627 \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u0631\u0641\u062a\u0627\u0631 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0631\u062f.<\/p>\n<p>\u0622\u0632\u0645\u0627\u06cc\u0634 \u067e\u0627\u06cc\u0627\u0646 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u06cc\u06a9 \u0631\u0648\u0634 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u06af\u0633\u062a\u0631\u062f\u0647 \u062f\u0631 \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0633\u062a\u06cc \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f &#8211; \u0645\u0627\u0646\u0646\u062f \u0646\u0648\u0634\u062a\u0646 \u06cc\u06a9 \u0644\u06cc\u0633\u062a \u0686\u06a9 \u0633\u0644\u0627\u0645\u062a \u0648 \u0627\u062c\u0631\u0627\u06cc \u062a\u0633\u062a \u0647\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0633\u062a\u06cc \u06cc\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0628\u0627 \u0646\u0648\u0634\u062a\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u062a\u0633\u062a \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0646\u0645\u0627\u06cc\u0634\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633 \u06cc\u0627 Appium.<\/p>\n<p>\u0633\u0647 \u062c\u0646\u0628\u0647 \u0627\u0635\u0644\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u067e\u0627\u06cc\u0627\u0646 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u062f\u0631 \u0634\u06a9\u0644 \u0641\u0648\u0642 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<ul>\n<li>\n<strong>\u062f\u0631\u06a9 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u0632 \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0647\u0631\u0647 \u0645\u0646\u062f \u0645\u06cc \u0634\u0648\u0646\u062f<\/strong> &#8211; \u0645\u0642\u062f\u0627\u0631\u06cc \u06a9\u0647 \u0648\u06cc\u0698\u06af\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u0647 \u0627\u0631\u0645\u063a\u0627\u0646 \u0645\u06cc \u0622\u0648\u0631\u062f \u060c \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\n<strong>\u0645\u0648\u0627\u0631\u062f \u062a\u0633\u062a \u0637\u0631\u0627\u062d\u06cc \u0631\u0627 \u0627\u0632 \u062f\u06cc\u062f \u06a9\u0627\u0631\u0628\u0631 \u0637\u0631\u0627\u062d\u06cc \u06a9\u0646\u06cc\u062f<\/strong> &#8211; \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u062a\u0633\u062a \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0627 \u062a\u0639\u0627\u0645\u0644 \u06a9\u0627\u0631\u0628\u0631 \u0648\u0627\u0642\u0639\u06cc \u0647\u0645\u0627\u0647\u0646\u06af \u0628\u0627\u0634\u062f.<\/li>\n<li>\n<strong>\u0627\u062c\u0631\u0627\u06cc \u0622\u0632\u0645\u0648\u0646 \u062f\u0631 \u062d\u06cc\u0646 \u062a\u0648\u0633\u0639\u0647<\/strong> &#8211; \u0628\u0647 \u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u0645\u0648\u0627\u0631\u062f \u062a\u0633\u062a \u0631\u0627 \u062f\u0631 \u0637\u0648\u0644 \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u0648\u0633\u0639\u0647 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u06a9\u062f \u0627\u062c\u0631\u0627 \u0634\u062f\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u0628\u0631\u0622\u0648\u0631\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<\/ul>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"2_%D8%AF%D8%B1_%D8%B9%D9%85%D9%84_%E2%80%93_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D9%85%D9%88%D8%A7%D8%B1%D8%AF_%D8%A2%D8%B2%D9%85%D9%88%D9%86_%D8%AE%D9%88%D8%AF_%D8%A8%D8%A7_%DB%8C%DA%A9_%D8%B9%D8%A7%D9%85%D9%84_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\"><\/span>\n<p>  2. \u062f\u0631 \u0639\u0645\u0644 &#8211; \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0627\u0631\u062f \u0622\u0632\u0645\u0648\u0646 \u062e\u0648\u062f \u0628\u0627 \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u062a\u0633\u062a \u067e\u0627\u06cc\u0627\u0646 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u060c \u0631\u0648\u06cc\u06a9\u0631\u062f \u0645\u0639\u0645\u0648\u0644\u06cc \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n<ul>\n<li>\n<strong>\u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u062f<\/strong> &#8211; \u0648\u06cc\u0698\u06af\u06cc \u0648 \u0631\u0641\u062a\u0627\u0631 \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u0622\u0646 \u0631\u0627 \u062f\u0631\u06a9 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\n<strong>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0645\u0648\u0627\u0631\u062f \u0622\u0632\u0645\u0648\u0646<\/strong> &#8211; \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u062a\u0633\u062a \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062a\u0639\u0627\u0645\u0644 \u0648 \u0627\u0644\u0632\u0627\u0645\u0627\u062a \u06a9\u0627\u0631\u0628\u0631 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\n<strong>\u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0631\u0627 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f<\/strong> &#8211; \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0627\u0631\u062f \u062a\u0633\u062a \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0686\u0627\u0631\u0686\u0648\u0628 \u0647\u0627\u06cc \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646.<\/li>\n<\/ul>\n<p>\u0647\u0646\u06af\u0627\u0645 \u0646\u0648\u0634\u062a\u0646 \u0645\u0648\u0627\u0631\u062f \u062a\u0633\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u060c \u0645\u0627 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u06a9\u0644\u0627\u0633\u0647\u0627\u06cc \u0645\u0627\u0646\u0646\u062f \u0634\u06cc\u0621 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u062f\u0631\u062e\u062a HTML \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0628\u0647 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0622\u0632\u0645\u0648\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u06cc\u0645 \u062a\u0627 \u0639\u0646\u0627\u0635\u0631 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0631\u0622\u0645\u062f \u062f\u0631 \u062a\u0639\u0627\u0645\u0644 \u06cc\u0627 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0642\u0631\u0627\u0631 \u062f\u0647\u062f. <\/p>\n<p>\u062d\u0627\u0644 \u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0639\u0627\u0645\u0644 AI \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u06cc\u0646 \u0631\u0648\u0646\u062f \u0631\u0627 \u0628\u0647\u06cc\u0646\u0647 \u06a9\u0646\u062f. <\/p>\n<h3><span class=\"ez-toc-section\" id=\"21_%E2%80%93_%DB%8C%DA%A9_%D8%A2%DA%98%D8%A7%D9%86%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%DA%86%D9%86%D8%AF%DA%AF%D8%A7%D9%86%D9%87_%D9%85%DB%8C_%D8%AA%D9%88%D8%A7%D9%86%D8%AF_%D9%81%D8%B1%D8%A7%DB%8C%D9%86%D8%AF_%D8%A2%D8%B2%D9%85%D9%88%D9%86_%D8%B1%D8%A7_%D8%A8%D9%87%DB%8C%D9%86%D9%87_%DA%A9%D9%86%D8%AF\"><\/span>\n<p>  2.1 &#8211; \u06cc\u06a9 \u0622\u0698\u0627\u0646\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u0646\u062f\u06af\u0627\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0641\u0631\u0627\u06cc\u0646\u062f \u0622\u0632\u0645\u0648\u0646 \u0631\u0627 \u0628\u0647\u06cc\u0646\u0647 \u06a9\u0646\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u0628\u062a\u062f\u0627 \u06cc\u06a9 \u0646\u0633\u062e\u0647 \u06cc \u0646\u0645\u0627\u06cc\u0634\u06cc \u0631\u0627 \u062a\u0645\u0627\u0634\u0627 \u06a9\u0646\u06cc\u062f &#8211; <strong>\u0628\u0628\u06cc\u0646\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0639\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0632 \u062f\u06cc\u062f\u06af\u0627\u0647 \u062e\u0648\u062f \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\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%2Fkux1oygdxhpt5fpbm49z.gif\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"418\" title=\"\"><br \/>(\u0641\u06cc\u0644\u0645 \u0634\u062a\u0627\u0628 \u0646\u0645\u06cc \u06cc\u0627\u0628\u062f)<\/p>\n<p><strong>\u0648\u06cc\u062f\u0626\u0648\u06cc \u0628\u0627\u0644\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0639\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0648\u0646\u062f \u0631\u0627 \u062f\u0631\u06a9 \u0645\u06cc \u06a9\u0646\u062f &#8211; \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f \u0628\u0627 \u062a\u0641\u0633\u06cc\u0631 \u0645\u0648\u0627\u0631\u062f \u0622\u0632\u0645\u0648\u0646 \u060c \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0648\u0636\u0639\u06cc\u062a \u0641\u0639\u0644\u06cc \u0635\u0641\u062d\u0647 \u0648\u0628 (\u062a\u0635\u0648\u06cc\u0631) \u060c \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0648 \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0648 \u0627\u062c\u0631\u0627\u06cc \u0622\u0632\u0645\u0648\u0646. \u0627\u06cc\u0646 \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u062f\u0631 \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647 \u0627\u06cc \u0627\u0633\u062a \u0648 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0632 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0647\u062f\u0641 \u062e\u0648\u062f \u0627\u0639\u0645\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/strong><\/p>\n<p>\u0627\u06cc\u0646 \u0639\u0627\u0645\u0644 AI \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 UI-TARS LLM (7b-sft) \u0648 \u0645\u06cc\u062f\u0632\u0646 (https:\/\/midscenejs.com\/) \u0627\u0633\u062a. <\/p>\n<blockquote>\n<p>\u0645\u0646 \u0645\u062f\u0644 \u0647\u0627 \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0628\u062e\u0634 \u0628\u0639\u062f\u06cc \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc \u06a9\u0646\u0645<\/p>\n<\/blockquote>\n<p>\u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0639\u0627\u0645\u0644 AI \u062e\u0648\u0627\u0646\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight gherkin\"><code><span class=\"kn\">Scenario<\/span><span class=\"p\">:<\/span> Customer can search and open product detail page from a search result\n\n<span class=\"err\">Go to https<\/span><span class=\"p\">:<\/span><span class=\"err\">\/\/www.vinted.com<\/span>\n<span class=\"err\">The<\/span> <span class=\"err\">country<\/span> <span class=\"err\">selection<\/span> <span class=\"err\">popup<\/span> <span class=\"err\">is<\/span> <span class=\"err\">visible<\/span>\n<span class=\"err\">Select<\/span> <span class=\"err\">France<\/span> <span class=\"err\">as<\/span> <span class=\"err\">the<\/span> <span class=\"err\">country<\/span> <span class=\"err\">that<\/span> <span class=\"err\">I'm<\/span> <span class=\"err\">living<\/span>\n<span class=\"err\">Accept<\/span> <span class=\"err\">all<\/span> <span class=\"err\">privacy<\/span> <span class=\"err\">preferences<\/span>\n<span class=\"err\">Search<\/span> <span class=\"err\">'Chanel',<\/span> <span class=\"err\">and<\/span> <span class=\"err\">press<\/span> <span class=\"err\">the<\/span> <span class=\"err\">Enter<\/span>\n<span class=\"err\">Scroll<\/span> <span class=\"err\">down<\/span> <span class=\"err\">to<\/span> <span class=\"err\">the<\/span> <span class=\"err\">1st<\/span> <span class=\"err\">product<\/span>\n<span class=\"err\">Click<\/span> <span class=\"err\">the<\/span> <span class=\"err\">2nd<\/span> <span class=\"err\">product<\/span> <span class=\"err\">from<\/span> <span class=\"err\">the<\/span> <span class=\"err\">1st<\/span> <span class=\"err\">row<\/span> <span class=\"err\">in<\/span> <span class=\"err\">the<\/span> <span class=\"err\">product<\/span> <span class=\"err\">list<\/span>\n<span class=\"err\">Assert<\/span> <span class=\"err\">Price<\/span> <span class=\"err\">is<\/span> <span class=\"err\">visible<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u062a\u0633\u062a \u060c \u0628\u0647 \u0633\u062e\u062a \u0627\u0641\u0632\u0627\u0631 \u0632\u06cc\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f:<\/p>\n<ul>\n<li>NVIDIA L40S &#8211; 1 X GPU \u060c \u062d\u0627\u0641\u0638\u0647 GPU 48 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc \u060c 7 X VCPU \u060c \u062d\u0627\u0641\u0638\u0647 \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647 40 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"22_%E2%80%93_%DA%86%D9%87_%D9%85%D8%B4%DA%A9%D9%84%DB%8C_%D8%AA%D9%88%D8%B3%D8%B7_%D8%A7%DB%8C%D9%86_%D8%B9%D8%A7%D9%85%D9%84_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%AD%D9%84_%D8%B4%D8%AF\"><\/span>\n<p>  2.2 &#8211; \u0686\u0647 \u0645\u0634\u06a9\u0644\u06cc \u062a\u0648\u0633\u0637 \u0627\u06cc\u0646 \u0639\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062d\u0644 \u0634\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0627 \u062a\u0623\u0645\u0644 \u062f\u0631 \u0645\u0648\u0631\u062f \u0622\u0646\u0686\u0647 \u062f\u0631 \u0628\u062e\u0634 1 \u0630\u06a9\u0631 \u06a9\u0631\u062f\u06cc\u0645 \u060c \u0622\u0632\u0645\u0627\u06cc\u0634 \u067e\u0627\u06cc\u0627\u0646 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u062f\u0648 \u0637\u0631\u06cc\u0642 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f: \u0628\u0627 \u0646\u0648\u0634\u062a\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u062a\u0633\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u06cc\u0627 \u0627\u062c\u0631\u0627\u06cc \u062a\u0633\u062a \u0647\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0633\u062a\u06cc.<\/p>\n<p><strong>\u0628\u0627 \u0645\u0639\u0631\u0641\u06cc \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u060c \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u062c\u062f\u06cc\u062f \u067e\u062f\u06cc\u062f\u0627\u0631 \u0645\u06cc \u0634\u0648\u062f &#8211; \u0628\u0647 \u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647 \u0645\u0648\u0627\u0631\u062f \u0622\u0632\u0645\u0648\u0646 \u062e\u0648\u062f \u0631\u0627 \u0628\u062f\u0648\u0646 \u0646\u0648\u0634\u062a\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0628\u0647 \u0639\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u06cc\u062f. \u0633\u067e\u0633 \u0639\u0627\u0645\u0644 AI \u0628\u0627 \u0627\u0646\u062c\u0627\u0645 \u062e\u0648\u062f\u0645\u062e\u062a\u0627\u0631\u06cc \u0645\u0648\u0627\u0631\u062f \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u060c \u0627\u062c\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc \u0631\u0627 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f.<\/strong><\/p>\n<p>\u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635 \u060c \u0645\u0634\u06a9\u0644\u0627\u062a \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0637\u0631\u0641 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<ul>\n<li>\n<strong>\u0647\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u062f\u0633\u062a\u06cc \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u062f\u0647\u062f<\/strong> &#8211; \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u0648\u0627\u0631\u062f \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0631\u0627 \u06a9\u0647 \u062a\u0648\u0633\u0637 \u0647\u0631 \u06a9\u0633\u06cc \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u060c \u062a\u0641\u0633\u06cc\u0631 \u06a9\u0646\u062f \u0648 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0646\u0648\u0634\u062a\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u0622\u0632\u0645\u0648\u0646 \u0631\u0627 \u0627\u0632 \u0628\u06cc\u0646 \u0628\u0628\u0631\u062f \u0648 \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u062f \u062f\u0631 \u0647\u0631 \u0632\u0645\u0627\u0646 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0647\u0627 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f.<\/li>\n<li>\n<strong>\u062a\u0644\u0627\u0634 \u0628\u0631\u0627\u06cc \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u062f\u0647\u062f<\/strong> &#8211; \u0639\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u0645\u062e\u062a\u0627\u0631 \u0639\u0645\u0644 \u0645\u0631\u0648\u0631\u06af\u0631 \u0628\u0639\u062f\u06cc \u0631\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u063a\u06cc\u06cc\u0631 \u0622\u0632\u0645\u0627\u06cc\u0634\u0627\u062a \u0628\u0631\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062c\u0632\u0626\u06cc UI \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li>\n<strong>\u062f\u0633\u062a\u0631\u0633\u06cc \u0648 \u0645\u0634\u0627\u0631\u06a9\u062a \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc \u062f\u0647\u062f<\/strong> -\u062c\u0627\u0628\u062c\u0627\u06cc\u06cc \u0627\u0632 \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0633\u0646\u062a\u06cc QA \u06a9\u0647 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u062f\u0644 \u063a\u06cc\u0631 \u0645\u062a\u0645\u0631\u06a9\u0632 \u0645\u06cc \u0646\u0648\u06cc\u0633\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0645\u0634\u0627\u0631\u06a9\u062a \u0645\u06cc \u06a9\u0646\u0646\u062f \u060c \u0648 \u0627\u06a9\u0646\u0648\u0646 \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0627\u06cc \u06a9\u0647 \u0647\u0631 \u06a9\u0633\u06cc \u0628\u0647 \u0632\u0628\u0627\u0646 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc \u0645\u0647\u0627\u0631\u062a \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u0648 \u0628\u0627 \u0645\u062d\u0635\u0648\u0644 \u0622\u0634\u0646\u0627 \u0628\u0627\u0634\u062f \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u0648\u0627\u0631\u062f \u0622\u0632\u0645\u0627\u06cc\u0634 \u0646\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0646\u0648\u06cc\u0633\u062f.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"23_%E2%80%93_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D8%A8%D8%A7_%D9%86%D9%85%D8%A7%DB%8C%D8%B4%D9%86%D8%A7%D9%85%D9%87_%D9%86%D9%88%DB%8C%D8%B3\"><\/span>\n<p>  2.3 &#8211; \u0627\u062c\u0631\u0627\u06cc \u0628\u0627 \u0646\u0645\u0627\u06cc\u0634\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight typescript\"><code>\n  <span class=\"nf\">test<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">[UI-Tars - Business]a user can search then view a product<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"k\">async <\/span><span class=\"p\">({<\/span> <span class=\"nx\">page<\/span><span class=\"p\">,<\/span> <span class=\"nx\">ai<\/span><span class=\"p\">,<\/span> <span class=\"nx\">aiAssert<\/span><span class=\"p\">,<\/span> <span class=\"nx\">aiWaitFor<\/span> <span class=\"p\">})<\/span> <span class=\"o\">=&gt;<\/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=\"dl\">\"<\/span><span class=\"s2\">https:\/\/www.vinted.com<\/span><span class=\"dl\">\"<\/span><span class=\"p\">)<\/span>\n\n    <span class=\"k\">await<\/span> <span class=\"nf\">aiWaitFor<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">The country selection popup is visible<\/span><span class=\"dl\">'<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">await<\/span> <span class=\"nf\">ai<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Select France as the country that I'm living<\/span><span class=\"dl\">\"<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">await<\/span> <span class=\"nx\">page<\/span><span class=\"p\">.<\/span><span class=\"nf\">waitForURL<\/span><span class=\"p\">((<\/span><span class=\"na\">url<\/span><span class=\"p\">:<\/span> <span class=\"nx\">URL<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"nx\">url<\/span><span class=\"p\">.<\/span><span class=\"nx\">hostname<\/span><span class=\"p\">.<\/span><span class=\"nf\">indexOf<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">vinted.fr<\/span><span class=\"dl\">'<\/span><span class=\"p\">)<\/span> <span class=\"o\">&gt;=<\/span> <span class=\"mi\">0<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">await<\/span> <span class=\"nf\">ai<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Accept all privacy preferences<\/span><span class=\"dl\">\"<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">await<\/span> <span class=\"nf\">ai<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Click Search bar, then Search 'Chanel', and press the Enter<\/span><span class=\"dl\">\"<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">await<\/span> <span class=\"nf\">ai<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Scroll down to the 1st product<\/span><span class=\"dl\">\"<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">await<\/span> <span class=\"nf\">ai<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Click the 2nd product from the 1st row in the product list<\/span><span class=\"dl\">\"<\/span><span class=\"p\">)<\/span>\n\n    <span class=\"nf\">expect<\/span><span class=\"p\">(<\/span><span class=\"nx\">page<\/span><span class=\"p\">.<\/span><span class=\"nf\">url<\/span><span class=\"p\">()).<\/span><span class=\"nf\">toContain<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">\/items\/<\/span><span class=\"dl\">\"<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">await<\/span> <span class=\"nf\">aiAssert<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Price is visible<\/span><span class=\"dl\">\"<\/span><span class=\"p\">)<\/span>\n  <span class=\"p\">})<\/span>\n\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"3_%D9%85%D9%82%D8%AF%D9%85%D9%87_Ui-Tars_LLM_%D9%88_Midscene\"><\/span>\n<p>  3. \u0645\u0642\u062f\u0645\u0647 Ui-Tars LLM \u0648 Midscene<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"31_ui-tars\"><\/span>\n<p>  3.1 ui-tars<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>UI-TARS \u06cc\u06a9 \u0645\u0648\u0644\u062a\u06cc\u067e\u0627\u06cc GUI \u0628\u0627 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0648 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0628\u0627\u0644\u0627\u06cc QWEN-2.5-VL (2.5 VL) \u062f\u0648\u0628\u0627\u0631\u0647 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0647\u0631 \u062f\u0648 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u062f <strong>\u0645\u062a\u0646<\/strong> \u0648\u062a <strong>\u062a\u0635\u0627\u0648\u06cc\u0631 GUI<\/strong> \u0628\u0647 \u0637\u0648\u0631 \u0647\u0645\u0632\u0645\u0627\u0646 \u060c \u0648 \u0627\u0646\u0648\u0627\u0639 \u0645\u062f\u0644 \u0647\u0627\u06cc STF \u0648 DPO 2 \u0631\u0627 \u0628\u0627 \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 GUI \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f. UI-TAR \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635 \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 GUI \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. <\/p>\n<p>\u0639\u0645\u0644\u06a9\u0631\u062f \u062e\u0648\u0628\u06cc \u062f\u0627\u0631\u062f \u062f\u0631:<\/p>\n<ul>\n<li>\u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u0631\u0648\u0631\u06af\u0631<\/li>\n<li>\u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0633\u06a9 \u062a\u0627\u067e \u0648 \u062f\u0633\u06a9 \u062a\u0627\u067e<\/li>\n<li>\u0628\u0631\u0646\u0627\u0645\u0647 \u062a\u0644\u0641\u0646 \u0647\u0645\u0631\u0627\u0647 \u0648 \u0645\u0648\u0628\u0627\u06cc\u0644<\/li>\n<\/ul>\n<p>\u0627\u06cc\u0646 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 2 \u0632\u0628\u0627\u0646 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<p>\u062c\u0632\u0626\u06cc\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 &#8211; \u0644\u0637\u0641\u0627\u064b \u0622\u0646 \u0631\u0627 \u0627\u0632 \u0645\u0642\u0627\u0644\u0647 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f<\/p>\n<h3><span class=\"ez-toc-section\" id=\"32_%D9%85%DB%8C%D8%A7%D9%86%DB%8C\"><\/span>\n<p>  3.2 \u0645\u06cc\u0627\u0646\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Midscene \u06cc\u06a9 \u062f\u0633\u062a\u06af\u0627\u0647 \u062f\u0648\u0644\u062a\u06cc \u0627\u0633\u062a \u060c \u06cc\u06a9 \u0639\u0627\u0645\u0644 AI-Agent \u0628\u0627 \u0686\u0646\u062f \u0641\u0635\u0644\u06cc \u0628\u0627 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f. <br \/>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<ul>\n<li>UI-TARS (\u0634\u0627\u062e\u0647 \u0627\u0635\u0644\u06cc \u0627\u0632 Aiassert \u060c Aiquery \u0648 Aiwaitfor \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0646\u0645\u06cc \u06a9\u0646\u062f \u060c \u0627\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0634\u0639\u0628\u0647 \u0645\u0646 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f)<\/li>\n<li>QWEN-2.5 VL (Tongyi Qianwen 2.5 \u060c \u0645\u0646 \u0648\u0627\u0642\u0639\u0627\u064b \u0627\u06cc\u0646 \u0646\u0627\u0645 \u0631\u0627 \u062f\u0648\u0633\u062a \u062f\u0627\u0631\u0645 &#8230;)<\/li>\n<li>GPT-4O<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"33_%D8%AA%D9%81%D8%A7%D9%88%D8%AA_%D8%A8%D8%A7_%D8%B3%D8%A7%DB%8C%D8%B1_%D8%B1%D8%A7%D9%87_%D8%AD%D9%84_%D9%87%D8%A7_%DA%86%DB%8C%D8%B3%D8%AA\"><\/span>\n<p>  3.3 \u062a\u0641\u0627\u0648\u062a \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627 \u0686\u06cc\u0633\u062a<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u060c \u0645\u0627 \u0686\u0646\u062f\u06cc\u0646 \u0645\u0648\u0631\u062f \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0645\u0627\u0646\u0646\u062f Kaneai (\u0627\u0632 Lambdatest \u060c \u06a9\u0647 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0646\u06cc\u0633\u062a) \u0648 Auto-PlayWright\/Zero-Step \u062f\u0627\u0634\u062a\u06cc\u0645. <\/p>\n<h2><span class=\"ez-toc-section\" id=\"4_%D9%85%DA%A9%D8%A7%D9%86%DB%8C%D8%B3%D9%85_%D8%A8%DB%8C%D9%86_ui-tars_%D9%88_midscene\"><\/span>\n<p>  4 \u0645\u06a9\u0627\u0646\u06cc\u0633\u0645 \u0628\u06cc\u0646 ui-tars \u0648 midscene<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"41_%D8%A7%D8%B1%DA%A9%D8%B3%D8%AA%D8%B1%D9%87%D8%A7_%D9%88_%D9%85%D9%82%D8%A7%DB%8C%D8%B3%D9%87_%D9%87%D8%A7\"><\/span>\n<p>  4.1 \u0627\u0631\u06a9\u0633\u062a\u0631\u0647\u0627 \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0647\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\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%2F8d6jid8shah8hououbso.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"304\" title=\"\"><\/p>\n<p>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0635\u0644\u06cc \u0622\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u06cc\u0632\u06cc \u060c \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0686\u0646\u062f\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0648\u062f\u0645\u062e\u062a\u0627\u0631 \u060c \u062f\u0631\u0633\u062a \u0645\u0627\u0646\u0646\u062f \u06cc\u06a9 \u0627\u0646\u0633\u0627\u0646 \u060c \u0628\u0631 \u0627\u0633\u0627\u0633 \u0648\u0631\u0648\u062f\u06cc \u0628\u0635\u0631\u06cc \u0648 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627 \u0627\u0633\u062a &#8211; \u062d\u0627\u06a9\u06cc \u0627\u0632 \u0622\u0646 \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0646\u062f \u06a9\u0647 \u06a9\u0627\u0631 \u06a9\u0627\u0645\u0644 \u0627\u0633\u062a.<\/p>\n<p>\u0627\u06cc\u0646 3 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0627\u0631\u062f:<\/p>\n<ul>\n<li>\u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u06cc\u0632\u06cc \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647 \u0627\u06cc \u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0647\u0627-\u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u06cc\u06a9 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0686\u0646\u062f\u06cc\u0646 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0631\u0627 \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631\u0647\u0627\u06cc \u0648\u0628 \u060c \u062f\u0633\u06a9 \u062a\u0627\u067e \u06cc\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u062a\u0644\u0641\u0646 \u0647\u0645\u0631\u0627\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u06cc\u0632\u06cc \u06a9\u0646\u062f.<\/li>\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc &#8211; \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u06cc\u0632\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f.<\/li>\n<li>\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0648 \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062e\u0648\u062f\u0645\u062e\u062a\u0627\u0631 &#8211; \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0646\u062f \u06a9\u0647 \u0622\u06cc\u0627 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u062f\u0631 \u0635\u0648\u0631\u062a \u0644\u0632\u0648\u0645 \u06a9\u0627\u0645\u0644 \u0627\u0633\u062a \u06cc\u0627 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0627\u0636\u0627\u0641\u06cc \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<\/ul>\n<p>\u0645\u0646 \u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u0631\u0627 \u062a\u0627 \u067e\u0627\u06cc\u0627\u0646 2025-02 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0631\u062f\u0645: <\/p>\n<div class=\"table-wrapper-paragraph\">\n<table>\n<thead>\n<tr>\n<th>\u0631\u0627\u0647 \u062d\u0644<\/th>\n<th>\u0622\u06cc\u0627 \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a<\/th>\n<th>\u0647\u0632\u06cc\u0646\u0647<\/th>\n<th>\u0648\u0631\u0648\u062f\u06cc \u0627\u0636\u0627\u0641\u06cc \u0628\u0647 LLM<\/th>\n<th>\u0646\u062d\u0648\u0647 \u062f\u0631\u06cc\u0627\u0641\u062a \u0639\u0646\u0635\u0631 HTML<\/th>\n<th>\u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0686\u0646\u062f \u0642\u062f\u0645 \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062e\u0648\u062f\u0645\u062e\u062a\u0627\u0631<\/th>\n<th>\u0627\u062f\u063a\u0627\u0645 \u0646\u0645\u0627\u06cc\u0634\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633<\/th>\n<th>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u062a\u0644\u0641\u0646 \u0647\u0645\u0631\u0627\u0647<\/th>\n<th>\u0628\u0631\u0646\u0627\u0645\u0647 \u062f\u0633\u06a9 \u062a\u0627\u067e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>ui-tars (\/gpt-4o) + midsene<\/td>\n<td>\u0628\u0644\u0647<\/td>\n<td>1.8 $ \/ \u0633\u0627\u0639\u062a \u0647\u0646\u06af\u0627\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 ui-tars: 7b \u06cc\u0627 0.007 $ \/ \u062a\u0633\u062a \u0647\u0646\u06af\u0627\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 OpenAI GPT-4O<\/td>\n<td>\u062a\u0635\u0648\u06cc\u0631 GUI<\/td>\n<td>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0627\u0648\u06cc\u0631 GUI<\/td>\n<td>\u0628\u0644\u0647<\/td>\n<td>\u0628\u0644\u0647<\/td>\n<td>\u0628\u0644\u0647<\/td>\n<td>\u0628\u0644\u0647<\/td>\n<\/tr>\n<tr>\n<td>Llama 3.2 + \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc Binded + Langgraph<\/td>\n<td>\u0628\u0644\u0647<\/td>\n<td>0.2 $ \/ \u062a\u0633\u062a<\/td>\n<td>HTML<\/td>\n<td>\u067e\u0631\u062f\u0627\u0632\u0634 HTML DOM<\/td>\n<td>\u0647\u06cc\u0686<\/td>\n<td>\u0628\u0644\u0647<\/td>\n<td>\u0647\u0646\u0648\u0632<\/td>\n<td>\u0647\u06cc\u0686<\/td>\n<\/tr>\n<tr>\n<td>Zerostep \/ Auto-PlayWright<\/td>\n<td>\u0646\u0648\u0639<\/td>\n<td>\u0646\u0627\u0634\u0646\u0627\u062e\u062a\u0647<\/td>\n<td>HTML<\/td>\n<td>\u067e\u0631\u062f\u0627\u0632\u0634 HTML DOM<\/td>\n<td>\u0647\u06cc\u0686<\/td>\n<td>\u0628\u0644\u0647<\/td>\n<td>\u0646\u0627\u0634\u0646\u0627\u062e\u062a\u0647<\/td>\n<td>\u0647\u06cc\u0686<\/td>\n<\/tr>\n<tr>\n<td>StageHand (GPT-4O \u06cc\u0627 Clude 3.5)<\/td>\n<td>\u0628\u0644\u0647<\/td>\n<td>\u0646\u0627\u0634\u0646\u0627\u062e\u062a\u0647<\/td>\n<td>\u062a\u0635\u0627\u0648\u06cc\u0631 HTML \u0648 GUI<\/td>\n<td>\u067e\u0631\u062f\u0627\u0632\u0634 HTML DOM<\/td>\n<td>\u0647\u0646\u0648\u0632<\/td>\n<td>\u0628\u0644\u0647<\/td>\n<td>\u0647\u0646\u0648\u0632<\/td>\n<td>\u0647\u06cc\u0686<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u0628\u0647 \u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647-\u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 UI-TARS (\u06cc\u0627 GPT-4O) \u0628\u0627 Midscene \u06a9\u0627\u0631\u0628\u0631\u062f\u062a\u0631\u06cc\u0646 \u0648 \u0627\u0631\u0632\u0627\u0646\u062a\u0631\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0627\u0633\u062a. <\/p>\n<h3><span class=\"ez-toc-section\" id=\"42_%D8%AA%D8%B5%D9%85%DB%8C%D9%85%D8%A7%D8%AA_%D9%88_%D8%A7%D8%B3%D8%AA%D8%AF%D9%84%D8%A7%D9%84_%DA%86%D9%86%D8%AF_%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%A7%DB%8C\"><\/span>\n<p>  4.2 \u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647 \u0627\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u06cc\u06a9 \u0645\u0631\u062d\u0644\u0647 \u0648\u0627\u0642\u0639\u06cc \u0628\u06cc\u0646\u062f\u0627\u0632\u06cc\u0645 &#8211; <code>Search 'Chanel', and press the Enter<\/code> \u0627\u0632 \u0645\u062b\u0627\u0644 \u0628\u0627\u0644\u0627 <\/p>\n<h4><span class=\"ez-toc-section\" id=\"421_Midscene_%DB%8C%DA%A9_%D9%BE%DB%8C%D8%A7%D9%85_%D8%B3%DB%8C%D8%B3%D8%AA%D9%85_%D8%A8%D9%87_UI-TAR_%D8%A7%D8%B1%D8%B3%D8%A7%D9%84_%D9%85%DB%8C_%DA%A9%D9%86%D8%AF\"><\/span>\n<p>  4.2.1 Midscene \u06cc\u06a9 \u067e\u06cc\u0627\u0645 \u0633\u06cc\u0633\u062a\u0645 \u0628\u0647 UI-TAR \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\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%2Feaqpz93b4hmlt6fvfvbu.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"487\" title=\"\"><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fqunt89fz0nm7eim2zw56.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"467\" title=\"\"><\/p>\n<p>Midscene \u0645\u0631\u062d\u0644\u0647 \u062a\u0633\u062a \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0628\u062e\u0634\u06cc \u0627\u0632 \u067e\u06cc\u0627\u0645 \u0633\u06cc\u0633\u062a\u0645 \u0628\u0647 LLM \u060c \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u062a\u0635\u0648\u06cc\u0631 \u0641\u0639\u0644\u06cc \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f. <\/p>\n<h4><span class=\"ez-toc-section\" id=\"422_UI-TAR_%D8%A7%D8%B2_%D8%B7%D8%B1%DB%8C%D9%82_%D9%88_%D8%B9%D9%85%D9%84_%D8%A8%D8%A7%D8%B2_%D9%85%DB%8C_%DA%AF%D8%B1%D8%AF%D8%AF\"><\/span>\n<p>  4.2.2 UI-TAR \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0648 \u0639\u0645\u0644 \u0628\u0627\u0632 \u0645\u06cc \u06af\u0631\u062f\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\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%2F6kkk551qfyrwfmbdzq70.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"156\" title=\"\"><\/p>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0627\u06cc\u0646 &#8220;\u0645\u0631\u062d\u0644\u0647 \u06a9\u0627\u0631\u0628\u0631&#8221; \u0628\u0647 \u0686\u0646\u062f\u06cc\u0646 \u0627\u0642\u062f\u0627\u0645 \u0645\u0631\u0648\u0631\u06af\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f \u060c \u0645\u0627\u0646\u0646\u062f \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0646\u0648\u0627\u0631 \u062c\u0633\u062a\u062c\u0648 \u060c \u0633\u067e\u0633 \u0631\u0648\u06cc \u0646\u0648\u0627\u0631 \u062c\u0633\u062a\u062c\u0648 \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f \u060c \u0633\u067e\u0633 &#8220;\u06a9\u0627\u0646\u0627\u0644&#8221; \u0631\u0627 \u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u062f \u0648 \u062f\u0631 \u067e\u0627\u06cc\u0627\u0646 &#8220;Enter&#8221; \u0631\u0627 \u0641\u0634\u0627\u0631 \u062f\u0647\u06cc\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 UI-TAR \u062a\u0635\u0645\u06cc\u0645 1 \u0631\u0627 \u0628\u0631\u0627\u06cc &#8220;\u06a9\u0644\u06cc\u06a9 \u0628\u0631 \u0631\u0648\u06cc \u0646\u0648\u0627\u0631 \u062c\u0633\u062a\u062c\u0648&#8221; \u0645\u06cc \u06af\u06cc\u0631\u062f.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"423_UI-TAR_%D8%A7%D8%B3%D8%AA%D8%AF%D9%84%D8%A7%D9%84_%D8%B1%D8%A7_%D8%B4%D8%B1%D9%88%D8%B9_%DA%A9%D9%86%DB%8C%D8%AF_%D9%88_%D8%A7%D9%82%D8%AF%D8%A7%D9%85%D8%A7%D8%AA_%D9%85%D8%B1%D9%88%D8%B1%DA%AF%D8%B1_%D8%A8%D8%B9%D8%AF%DB%8C_%D8%B1%D8%A7_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%87%D9%85%D8%A7%D9%86_%D9%85%D8%B1%D8%AD%D9%84%D9%87_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1_%D8%A8%D9%87_%D8%B7%D9%88%D8%B1_%D8%AA%DA%A9%D8%B1%D8%A7%D8%B1%DB%8C_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87_%D8%B1%DB%8C%D8%B2%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  4.2.3 UI-TAR \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0631\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f \u0648 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0645\u0631\u0648\u0631\u06af\u0631 \u0628\u0639\u062f\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0647\u0645\u0627\u0646 \u0645\u0631\u062d\u0644\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0647 \u0637\u0648\u0631 \u062a\u06a9\u0631\u0627\u0631\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u06cc\u0632\u06cc \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\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%2Ffo4zojwhqhogk3enixug.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"151\" title=\"\"><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fu6vc1a432vo6htesdqb4.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"155\" title=\"\"><\/p>\n<p>Midscene \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u0642\u0628\u0644 \u0627\u0632 \u0647\u0631 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0645\u06cc \u06af\u06cc\u0631\u062f \u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 UI-TARS \u0647\u0645\u06cc\u0634\u0647 \u0622\u062e\u0631\u06cc\u0646 \u0648\u0636\u0639\u06cc\u062a \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u0631\u0627 \u0645\u06cc \u062f\u0627\u0646\u062f \u060c \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u060c UI-TARS \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u062a\u0645\u0627\u0645 \u062a\u0627\u0631\u06cc\u062e \u0686\u062a \u0631\u0627 \u0647\u0646\u06af\u0627\u0645 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0628\u0647 UI-TAR \u0645\u06cc \u0641\u0631\u0633\u062a\u062f. <\/p>\n<h4><span class=\"ez-toc-section\" id=\"424_UI-TAR_%D8%A8%D9%87_%D8%B7%D9%88%D8%B1_%D9%85%D8%B3%D8%AA%D9%82%D9%84_%D8%A8%D8%B1%D8%B1%D8%B3%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF_%DA%A9%D9%87_%D8%A2%DB%8C%D8%A7_%D9%85%D8%B1%D8%AD%D9%84%D9%87_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1_%D8%AD%D8%A7%D8%B5%D9%84_%D8%B4%D8%AF%D9%87_%D8%A7%D8%B3%D8%AA\"><\/span>\n<p>  4.2.4 UI-TAR \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u0644 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0622\u06cc\u0627 \u0645\u0631\u062d\u0644\u0647 \u06a9\u0627\u0631\u0628\u0631 \u062d\u0627\u0635\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\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%2Fkmgsjd7eliatcrzdrc2t.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"139\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"5_%D8%AE%D9%84%D8%A7%D8%B5%D9%87\"><\/span>\n<p>  5. \u062e\u0644\u0627\u0635\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\n<p>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 UI-TARS \u0648 Midscene \u060c \u0628\u0627 \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647 \u0627\u06cc \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062e\u0648\u062f\u0645\u062e\u062a\u0627\u0631 \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062a\u0627 \u062d\u062f\u06cc \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u062a\u0633\u062a \u062f\u0633\u062a\u06cc \u0648 \u062a\u0633\u062a \u062f\u0633\u062a\u06cc\/\u0627\u062c\u0631\u0627\u06cc \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627\u06cc \u0645\u0634\u062a\u0631\u06a9 \u062a\u062c\u0627\u0631\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9\u06cc \u0634\u0648\u062f.<\/p>\n<\/li>\n<li>\n<p>\u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 UI-TARS \u0628\u0647\u062a\u0631 \u0627\u0632 \u0645\u062d\u0635\u0648\u0644 \u0634\u0645\u0627 \u060c \u0645\u0627 \u0628\u0627\u06cc\u062f \u067e\u0627\u0631\u0686\u0647 \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0628\u0627\u0644\u0627\u06cc Midscene \u0628\u0633\u0627\u0632\u06cc\u0645 \u0648 \u0627\u0633\u0646\u0627\u062f \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0634\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u0646\u0627\u0628\u0639 \u0628\u0647 UI-TAR \u0645\u0646\u062a\u0642\u0644 \u06a9\u0646\u06cc\u0645.<\/p>\n<\/li>\n<li>\n<p>\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0639\u0648\u0627\u0645\u0644 \u0645\u062e\u062a\u0644\u0641 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0648\u0627\u0632\u06cc \u0645\u0639\u0631\u0641\u06cc \u06a9\u0646\u06cc\u0645 \u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0628\u062f\u0627\u0646 \u0645\u0639\u0646\u06cc \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0645\u0627 \u0628\u0647 \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u0639\u0648\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u062d\u062a\u06cc\u0627\u062c \u062f\u0627\u0631\u06cc\u0645.<\/p>\n<\/li>\n<li>\n<p>\u0628\u0632\u0631\u06af\u062a\u0631\u06cc\u0646 \u062a\u0646\u06af\u0646\u0627 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0646\u0645\u0627\u06cc\u0634\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633 \u060c \u0646\u0633\u0628\u062a\u0627\u064b \u06a9\u0646\u062f \u0627\u0633\u062a. \u062f\u0631 \u0646\u0645\u0648\u0646\u0647 LS40S (1 GPU \u060c \u062d\u0627\u0641\u0638\u0647 GPU 48 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc) \u060c \u06cc\u06a9 \u067e\u0631\u0633 \u0648 \u062c\u0648 LLM \u062a\u0646\u0647\u0627 2-3 \u062b\u0627\u0646\u06cc\u0647 \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f. (\u0628\u0631\u0627\u06cc UI-TARS: 7B) \u060c \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 LLM \u0628\u0647\u062a\u0631 (\u0645\u0627\u0646\u0646\u062f UI-TARS-72B \u060c \u0633\u0631\u0645\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631\u06cc \u06cc\u06a9 \u0633\u0631\u0645\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u0628\u06cc\u062a \u0628\u0627\u0644\u0627\u062a\u0631)<\/p>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fy6vdnf76rekft9x3z10g.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"228\" title=\"\"><br \/>(ui-tars:<strong>7b<\/strong> &#8211; \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 GPU \u0647\u0646\u06af\u0627\u0645 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class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>@software{Midscene.js,\n  author = {Zhou, Xiao and Yu, Tao},\n  title = {Midscene.js: Let AI be your browser operator.},\n  year = {2025},\n  publisher = {GitHub},\n  url = {https:\/\/github.com\/web-infra-dev\/midscene}\n}\n\n@article{qin2025ui,\n  title={UI-TARS: Pioneering Automated GUI Interaction with Native Agents},\n  author={Qin, Yujia and Ye, Yining and Fang, Junjie and Wang, Haoming and Liang, Shihao and Tian, Shizuo and Zhang, Junda and Li, Jiahao and Li, Yunxin and Huang, Shijue and others},\n  journal={arXiv preprint arXiv:2501.12326},\n  year={2025}\n}\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 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