{"id":96250,"date":"2025-02-06T10:50:58","date_gmt":"2025-02-06T07:20:58","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87-%d8%a8%d9%86%d8%af%db%8c-%d8%a7%d8%b3%d9%86%d8%a7%d8%af-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88\/"},"modified":"2025-02-06T10:50:58","modified_gmt":"2025-02-06T07:20:58","slug":"%d8%a8%d8%b1%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87-%d8%a8%d9%86%d8%af%db%8c-%d8%a7%d8%b3%d9%86%d8%a7%d8%af-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87-%d8%a8%d9%86%d8%af%db%8c-%d8%a7%d8%b3%d9%86%d8%a7%d8%af-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88\/","title":{"rendered":"\u0628\u0631\u0627\u06cc \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0627\u0633\u0646\u0627\u062f \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0633\u0627\u0632\u06cc\u062f: \u06cc\u06a9 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645"},"content":{"rendered":"<div data-article-id=\"2261745\" id=\"article-body\">\n<p><em>\u0627\u06cc\u0646 \u0642\u0633\u0645\u062a 2 \u0627\u0632 \u0633\u0631\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 AI \u0627\u0633\u062a \u06a9\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0646\u062d\u0648\u0647 \u0633\u0627\u062e\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u06cc \u06a9\u0647 \u0627\u0632 LLMS \u0628\u0631\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0627\u0633\u0646\u0627\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. 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\u0647\u0632\u06cc\u0646\u0647 \u0647\u0627 \u0634\u0648\u062f.<\/p>\n<p>\u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0627\u0633\u0646\u0627\u062f \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f \u0631\u0627 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0628\u0647 \u0633\u0627\u0632\u0645\u0627\u0646 \u0647\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u062d\u062c\u0645 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u0627\u0633\u0646\u0627\u062f \u0631\u0627 \u0628\u0647 \u0633\u0631\u0639\u062a \u0648 \u062f\u0642\u06cc\u0642 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u0646\u062f.<\/p>\n<p>\u0627\u06cc\u0646 \u0648\u0628\u0644\u0627\u06af \u0646\u062d\u0648\u0647 \u0633\u0627\u062e\u062a \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0627\u0633\u0646\u0627\u062f \u0634\u0645\u0627 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0627\u062f\u06cc orkes \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_86 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=\"\u062a\u063a\u06cc\u06cc\u0631 \u0648\u0636\u0639\u06cc\u062a \u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87-%d8%a8%d9%86%d8%af%db%8c-%d8%a7%d8%b3%d9%86%d8%a7%d8%af-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88\/#%D8%B3%D8%A7%D8%AE%D8%AA_%D8%AC%D8%B1%DB%8C%D8%A7%D9%86_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87_%D8%B7%D8%A8%D9%82%D9%87_%D8%A8%D9%86%D8%AF%DB%8C_%DA%A9%D9%86%D9%86%D8%AF%D9%87_%D8%B3%D9%86%D8%AF\" >\u0633\u0627\u062e\u062a \u062c\u0631\u06cc\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u0646\u062f\u0647 \u0633\u0646\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\/%d8%a8%d8%b1%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87-%d8%a8%d9%86%d8%af%db%8c-%d8%a7%d8%b3%d9%86%d8%a7%d8%af-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_1_%DB%8C%DA%A9_%DA%AF%D8%B1%D8%AF%D8%B4_%DA%A9%D8%A7%D8%B1_%D8%B7%D8%A8%D9%82%D9%87_%D8%A8%D9%86%D8%AF%DB%8C_%DA%A9%D9%86%D9%86%D8%AF%D9%87_%D8%B3%D9%86%D8%AF_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 1: \u06cc\u06a9 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u0646\u062f\u0647 \u0633\u0646\u062f \u0627\u06cc\u062c\u0627\u062f \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-3\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87-%d8%a8%d9%86%d8%af%db%8c-%d8%a7%d8%b3%d9%86%d8%a7%d8%af-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_2_%DA%A9%D8%A7%D8%B1%DA%AF%D8%B1_OCR_%D8%B1%D8%A7_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 2: \u06a9\u0627\u0631\u06af\u0631 OCR \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \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-4\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87-%d8%a8%d9%86%d8%af%db%8c-%d8%a7%d8%b3%d9%86%d8%a7%d8%af-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_3_%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_LLM_%D9%85%D9%88%D8%B1%D8%AF_%D9%86%D8%B8%D8%B1_%D8%AE%D9%88%D8%AF_%D8%B1%D8%A7_%D8%A7%D8%B6%D8%A7%D9%81%D9%87_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 3: \u0627\u062f\u063a\u0627\u0645 LLM \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u062e\u0648\u062f \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \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-5\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87-%d8%a8%d9%86%d8%af%db%8c-%d8%a7%d8%b3%d9%86%d8%a7%d8%af-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_4_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%B3%D8%A7%D8%B2%D9%86%D8%AF%D9%87_%D8%B3%D8%B1%DB%8C%D8%B9_AI_Orkes_%D8%8C_%DB%8C%DA%A9_%D8%A7%D9%84%DA%AF%D9%88%DB%8C_%D8%B3%D8%B1%DB%8C%D8%B9_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 4: \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0633\u0627\u0632\u0646\u062f\u0647 \u0633\u0631\u06cc\u0639 AI Orkes \u060c \u06cc\u06a9 \u0627\u0644\u06af\u0648\u06cc \u0633\u0631\u06cc\u0639 \u0627\u06cc\u062c\u0627\u062f \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-6\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%b1%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87-%d8%a8%d9%86%d8%af%db%8c-%d8%a7%d8%b3%d9%86%d8%a7%d8%af-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_5_%D9%88%DB%8C%D8%B1%D8%A7%DB%8C%D8%B4_%DA%AF%D8%B1%D8%AF%D8%B4_%DA%A9%D8%A7%D8%B1_%D8%A8%D8%A7_%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_LLM_%D9%88_%D8%B3%D8%B1%DB%8C%D8%B9_AI\" >\u0645\u0631\u062d\u0644\u0647 5: \u0648\u06cc\u0631\u0627\u06cc\u0634 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0628\u0627 \u0627\u062f\u063a\u0627\u0645 LLM \u0648 \u0633\u0631\u06cc\u0639 AI<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D8%B3%D8%A7%D8%AE%D8%AA_%D8%AC%D8%B1%DB%8C%D8%A7%D9%86_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87_%D8%B7%D8%A8%D9%82%D9%87_%D8%A8%D9%86%D8%AF%DB%8C_%DA%A9%D9%86%D9%86%D8%AF%D9%87_%D8%B3%D9%86%D8%AF\"><\/span>\n<p>  \u0633\u0627\u062e\u062a \u062c\u0631\u06cc\u0627\u0646 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\u0634\u062e\u0635\u06cc\u062a \u0646\u0648\u0631\u06cc (OCR) \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u062d\u062a\u0648\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u062f\u0631 PDF \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u06cc\u06a9 \u06a9\u0627\u0631 \u06a9\u0627\u0631\u06af\u0631 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 OCR (\u0633\u0627\u062f\u0647) \u0633\u067e\u0633 \u0645\u062d\u062a\u0648\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0627\u0632 PDF \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u06cc\u06a9 \u06a9\u0627\u0631\u06af\u0631 \u062e\u0627\u0631\u062c\u06cc \u062f\u0627\u0631\u062f \u06a9\u0647 \u062f\u0631 \u062e\u0627\u0631\u062c \u0627\u0632 \u0647\u0627\u062f\u06cc \u062a\u0646\u0638\u06cc\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a \u062a\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0646\u0638\u0631\u0633\u0646\u062c\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u067e\u0633 \u0627\u0632 \u0622\u0646 \u060c \u06cc\u06a9 \u06a9\u0627\u0631 \u062f\u0631\u0648\u0646 \u062e\u0637\u06cc \u0645\u062a\u0646 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0634\u062f\u0647 \u0631\u0627 \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0627\u0633\u0646\u0627\u062f \u0622\u0645\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0645\u0631\u062d\u0644\u0647 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0634\u0627\u0645\u0644 \u06cc\u06a9 \u06a9\u0627\u0631 \u06a9\u0627\u0645\u0644 \u0645\u062a\u0646 LLM \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u06cc\u06a9 \u0633\u0631\u06cc\u0639 \u0628\u0631\u0627\u06cc \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0633\u0646\u062f \u062f\u0631 \u062f\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u0632 \u06cc\u06a9 \u0627\u0644\u06af\u0648\u06cc \u0633\u0631\u06cc\u0639 \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u062f\u0631 \u0647\u0627\u062f\u06cc \u0628\u0631\u0627\u06cc \u062a\u0639\u06cc\u06cc\u0646 \u0646\u0648\u0639 \u067e\u0631\u0648\u0646\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f \u060c<\/p>\n<p>\u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u060c \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0628\u0627 \u06cc\u06a9 \u06a9\u0627\u0631 \u062f\u0631\u0648\u0646 \u062e\u0637\u06cc \u0646\u062a\u06cc\u062c\u0647 \u0645\u06cc \u06af\u06cc\u0631\u062f \u06a9\u0647 \u0646\u062a\u0627\u06cc\u062c \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0631\u0627 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u060c \u0642\u0627\u0644\u0628 \u0647\u0627 \u0648 \u0645\u0646\u062a\u0634\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_1_%DB%8C%DA%A9_%DA%AF%D8%B1%D8%AF%D8%B4_%DA%A9%D8%A7%D8%B1_%D8%B7%D8%A8%D9%82%D9%87_%D8%A8%D9%86%D8%AF%DB%8C_%DA%A9%D9%86%D9%86%D8%AF%D9%87_%D8%B3%D9%86%D8%AF_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 1: \u06cc\u06a9 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u0646\u062f\u0647 \u0633\u0646\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0646 \u0622\u0645\u0648\u0632\u0634 \u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0627\u0632 \u0646\u0633\u062e\u0647 \u0631\u0627\u06cc\u06af\u0627\u0646 Orkes Developer Edition \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u06cc\u06a9 \u062d\u0633\u0627\u0628 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 SDK \u060c API \u06cc\u0627 UI \u0647\u0627\u062f\u06cc \u060c \u062c\u0631\u06cc\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 JSON \u062f\u0631 \u0647\u0627\u062f\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u0622\u0633\u0627\u0646\u062a\u0631 \u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u062f\u0631 UI \u0647\u0627\u062f\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0627\u0648\u0644 \u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0648\u0638\u06cc\u0641\u0647 \u06a9\u0627\u0631\u06af\u0631 \u0631\u0627 \u06a9\u0647 \u0628\u062e\u0634\u06cc \u0627\u0632 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u0645.<\/p>\n<p><strong>\u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0627\u0631:<\/strong><\/p>\n<ol>\n<li>\u0628\u0647 \u0646\u0633\u062e\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u0647 Orkes \u0628\u0631\u0648\u06cc\u062f.<\/li>\n<li>\u062f\u0631 \u0645\u0646\u0648\u06cc \u0646\u0627\u0648\u0628\u0631\u06cc \u0633\u0645\u062a \u0686\u067e \u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f <strong>\u062a\u0639\u0627\u0631\u06cc\u0641<\/strong> > <strong>\u0648\u0638\u06cc\u0641\u0647<\/strong>\u0628\u0634\u0631<\/li>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>+ \u06a9\u0627\u0631 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f<\/strong>\u0628\u0634\u0631<\/li>\n<li>\u062f\u0631 <strong>\u0646\u0627\u0645<\/strong>\u060c \u0648\u0627\u0631\u062f \u0634\u0648\u06cc\u062f <em>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0646\u0646\u062f\u0647<\/em>\u0628\u0634\u0631<\/li>\n<li>\u062f\u0631 <strong>\u0634\u0631\u062d<\/strong>\u060c \u062a\u0648\u0636\u06cc\u062d \u0645\u062e\u062a\u0635\u0631\u06cc \u0627\u0632 \u0647\u062f\u0641 \u06a9\u0627\u0631 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>\u067e\u0633 \u0627\u0646\u062f\u0627\u0632 \u06a9\u0631\u062f\u0646<\/strong> > <strong>SAVE \u0631\u0627 \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f<\/strong>\u0628\u0634\u0631<\/li>\n<\/ol>\n<p>\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f \u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0627\u0634\u062f.<\/p>\n<p><strong>\u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631:<\/strong><\/p>\n<ol>\n<li>\u0631\u0641\u062a\u0646 \u0628\u0647 <strong>\u062a\u0639\u0627\u0631\u06cc\u0641<\/strong> > <strong>\u06af\u0631\u062f\u0634 \u06a9\u0627\u0631<\/strong> \u0627\u0632 \u0645\u0646\u0648\u06cc \u0646\u0627\u0648\u0628\u0631\u06cc \u0633\u0645\u062a \u0686\u067e.<\/li>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>+ \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f<\/strong>\u0628\u0634\u0631<\/li>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f <strong>\u0631\u0645\u0632<\/strong> \u0628\u0631\u06af\u0647 \u062f\u0631 \u0633\u0645\u062a \u0631\u0627\u0633\u062a \u0648 \u0686\u0633\u0628\u0627\u0646\u062f\u0646 \u06a9\u062f JSON \u0632\u06cc\u0631:\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>{\n \"name\": \"document_classifier_workflow\",\n \"description\": \"LLM Powered PDF Document Classification Workflow\",\n \"version\": 1,\n \"tasks\": [\n   {\n     \"name\": \"check_for_pdf\",\n     \"taskReferenceName\": \"check_for_pdf_ref\",\n     \"inputParameters\": {\n       \"url\": \"${workflow.input.document_url}\"\n     },\n     \"type\": \"SWITCH\",\n     \"decisionCases\": {\n       \"PDF\": [\n         {\n           \"name\": \"get_document_task\",\n           \"taskReferenceName\": \"get_document_task_ref\",\n           \"inputParameters\": {\n             \"url\": \"${workflow.input.document_url}\",\n             \"mediaType\": \"application\/pdf\"\n           },\n           \"type\": \"GET_DOCUMENT\"\n         },\n         {\n           \"name\": \"check_for_output\",\n           \"taskReferenceName\": \"check_for_output_ref\",\n           \"inputParameters\": {\n             \"textOutput\": \"${get_document_task_ref.output.result}\"\n           },\n           \"type\": \"SWITCH\",\n           \"decisionCases\": {\n             \"ocr_processing\": [\n               {\n                 \"name\": \"extractTextFromPDF\",\n                 \"taskReferenceName\": \"extractTextFromPDF_ref\",\n                 \"inputParameters\": {\n                   \"pdfUrl\": \"${workflow.input.document_url}\"\n                 },\n                 \"type\": \"SIMPLE\"\n               }\n             ]\n           },\n           \"evaluatorType\": \"graaljs\",\n           \"expression\": \"(function () {\\n   if($.textOutput === \\\"\\\\n\\\"){\\n    return \\\"ocr_processing\\\"\\n   }\\n   return \\\"defaultCase\\\"\\n  }())\"\n         },\n         {\n           \"name\": \"evaluate_text\",\n           \"taskReferenceName\": \"evaluate_text_ref\",\n           \"inputParameters\": {\n             \"expression\": \"(function () {\\n  if($.getDocumentText === \\\"\\\\n\\\"){\\n    const output = $.ocrText.results.map((item) =&gt; \\n    \\\"PageNumber: \\\"+item.page+\\\"\\\\nContent: \\\"+item.text\\n  ).join('\\\\n\\\\n');\\n  \\n    return output\\n  }\\n  return $.getDocumentText;\\n})();\",\n             \"evaluatorType\": \"graaljs\",\n             \"getDocumentText\": \"${get_document_task_ref.output.result}\",\n             \"ocrText\": \"${extractTextFromPDF_ref.output}\"\n           },\n           \"type\": \"INLINE\"\n         },\n         {\n           \"name\": \"classify_using_llm\",\n           \"taskReferenceName\": \"classify_using_llm\",\n           \"inputParameters\": {\n             \"promptName\": \"your-prompt-template\",\n             \"promptVariables\": {\n               \"text\": \"${evaluate_text_ref.output.result}\"\n             },\n             \"llmProvider\": \"your-llm-provider\",\n             \"model\": \"your-llm-model\"\n           },\n           \"type\": \"LLM_TEXT_COMPLETE\"\n         },\n         {\n           \"name\": \"extract_classification\",\n           \"taskReferenceName\": \"extract_classification\",\n           \"inputParameters\": {\n             \"expression\": \"(function(){ \\n  let llmResult = new String($.llmResult).trim();\\n  if(llmResult === 'NO_MATCH') {\\n    return \\\"This document couldn't be classified by the LLM\\\";\\n  }\\n  return \\\"LLM classified this document as: \\\" + llmResult;\\n})();\",\n             \"evaluatorType\": \"graaljs\",\n             \"llmResult\": \"${classify_using_llm.output.result}\"\n           },\n           \"type\": \"INLINE\"\n         }\n       ]\n     },\n     \"defaultCase\": [\n       {\n         \"name\": \"generate_error\",\n         \"taskReferenceName\": \"generate_error_ref\",\n         \"inputParameters\": {\n           \"expression\": \"(function(){ \\n\\n  return \\\"The filename supplied: \\\" + $.filename + \\\" is an unsupported file type. Please try again with a .pdf file\\\";\\n})();\",\n           \"evaluatorType\": \"graaljs\",\n           \"filename\": \"${workflow.input.document_url}\"\n         },\n         \"type\": \"INLINE\"\n       },\n       {\n         \"name\": \"terminate_task\",\n         \"taskReferenceName\": \"terminate_task_ref\",\n         \"inputParameters\": {\n           \"terminationStatus\": \"TERMINATED\",\n           \"terminationReason\": \"Unsupported file type\",\n           \"workflowOutput\": {\n             \"result\": \"${generate_error_ref.output}\"\n           }\n         },\n         \"type\": \"TERMINATE\"\n       }\n     ],\n     \"evaluatorType\": \"graaljs\",\n     \"expression\": \"$.url.toLowerCase().trim().endsWith(\\\"pdf\\\") ? \\\"PDF\\\" : \\\"NOT_SUPPORTED\\\";\"\n   }\n ],\n \"inputParameters\": [\n   \"document_url\"\n ],\n \"schemaVersion\": 2\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<ol>\n<li>\u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f <strong>\u0646\u0627\u0645<\/strong> \u0628\u0647 \u0686\u06cc\u0632\u06cc \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f<\/li>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>\u067e\u0633 \u0627\u0646\u062f\u0627\u0632 \u06a9\u0631\u062f\u0646<\/strong> > <strong>\u062a\u0623\u06cc\u06cc\u062f \u06a9\u0631\u062f\u0646<\/strong>\u0628\u0634\u0631<\/li>\n<\/ol>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u06a9\u0647 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0634\u0645\u0627 \u062a\u0646\u0638\u06cc\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a \u060c \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06cc\u06a9 \u06a9\u0627\u0631\u06af\u0631 OCR \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u062d\u062a\u0648\u0627 \u0627\u0632 PDF \u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062a\u0646 \u0627\u0633\u062a.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_2_%DA%A9%D8%A7%D8%B1%DA%AF%D8%B1_OCR_%D8%B1%D8%A7_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 2: \u06a9\u0627\u0631\u06af\u0631 OCR \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u060c \u0645\u0627 \u067e\u0631\u0648\u0698\u0647 OCR Worker \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 node.js. \u062a\u0646\u0638\u06cc\u0645 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f. <\/p>\n<p><strong>\u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627:<\/strong><\/p>\n<ul>\n<li>node.js \u0646\u0633\u062e\u0647 20.18.2 \u06cc\u0627 \u0628\u0627\u0644\u0627\u062a\u0631.<\/li>\n<\/ul>\n<p>\u0628\u0631\u0627\u06cc \u0627\u062a\u0635\u0627\u0644 \u06a9\u0627\u0631\u06af\u0631 Node.js \u062e\u0648\u062f \u0628\u0627 \u0647\u0627\u062f\u06cc \u060c \u0628\u0647 \u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0627\u0632 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u062f\u0631 Orkes Hadnor \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f.<\/p>\n<p><strong>\u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc:<\/strong><\/p>\n<ol>\n<li>\u0628\u0647 \u0646\u0633\u062e\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u0647 Orkes \u0628\u0631\u0648\u06cc\u062f.<\/li>\n<li>\u062f\u0631 \u0645\u0646\u0648\u06cc \u0646\u0627\u0648\u0628\u0631\u06cc \u0633\u0645\u062a \u0686\u067e \u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f <strong>\u06a9\u0646\u062a\u0631\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc<\/strong> > <strong>\u0628\u0631\u0646\u0627\u0645\u0647<\/strong>\u0628\u0634\u0631<\/li>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>+ \u0627\u06cc\u062c\u0627\u062f \u0628\u0631\u0646\u0627\u0645\u0647<\/strong>\u0628\u0634\u0631<\/li>\n<li>\u0648\u0631\u0648\u062f <strong>\u0646\u0627\u0645<\/strong> \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u060c \u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f <strong>\u067e\u0633 \u0627\u0646\u062f\u0627\u0632 \u06a9\u0631\u062f\u0646<\/strong>\u0628\u0634\u0631<\/li>\n<li>\u062f\u0631 <strong>\u0646\u0642\u0634<\/strong>\u060c \u0641\u0639\u0627\u0644 \u06a9\u0631\u062f\u0646 <strong>\u06a9\u0627\u0631\u06af\u0631<\/strong> \u0646\u0642\u0634<\/li>\n<li>\u062f\u0631 <strong>\u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc<\/strong>\u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f <strong>+ \u0627\u06cc\u062c\u0627\u062f \u06a9\u0644\u06cc\u062f \u062f\u0633\u062a\u0631\u0633\u06cc<\/strong>\u0628\u0634\u0631<\/li>\n<li>\u06a9\u067e\u06cc \u06a9\u0631\u062f\u0646 <strong>\u0634\u0646\u0627\u0633\u0647 \u06a9\u0644\u06cc\u062f\u06cc<\/strong> \u0648\u062a <strong>\u0631\u0627\u0632 \u06a9\u0644\u06cc\u062f\u06cc<\/strong> \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f. <\/li>\n<\/ol>\n<p>\u062a\u0648\u062c\u0647: \u0627\u06af\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0631\u0627 \u0628\u0627 Orkes Developer Edition \u062f\u0646\u0628\u0627\u0644 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u0631\u0627\u062d\u0644 \u0632\u06cc\u0631 \u0631\u0627 \u067e\u0631\u0634 \u06a9\u0646\u06cc\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u060c \u0627\u06af\u0631 \u0627\u0632 \u062e\u0648\u0634\u0647 \u0647\u0627\u062f\u06cc \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u060c \u0628\u0627\u06cc\u062f \u0645\u062c\u0648\u0632\u0647\u0627\u06cc \u0627\u0636\u0627\u0641\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627 \u0648 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0641\u0639\u0627\u0644 \u06a9\u0646\u06cc\u062f:<\/p>\n<ol>\n<li>\u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627 <strong>\u0627\u062c\u0627\u0632\u0647<\/strong> \u0628\u062e\u0634 \u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f <strong>+ \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0627\u062c\u0627\u0632\u0647<\/strong>\u0628\u0634\u0631<\/li>\n<li>\u062f\u0631 <strong>\u06af\u0631\u062f\u0634 \u06a9\u0627\u0631<\/strong> \u0628\u0631\u06af\u0647 \u060c \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u062e\u0648\u062f \u0631\u0627 \u062c\u0633\u062a\u062c\u0648 \u06a9\u0646\u06cc\u062f \u0648 \u0645\u062c\u0648\u0632\u0647\u0627 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f \u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u062f\u0631 <strong>\u0648\u0638\u06cc\u0641\u0647<\/strong> \u0628\u0631\u06af\u0647 \u060c \u06a9\u0627\u0631 \u0631\u0627 \u062c\u0633\u062a\u062c\u0648 \u06a9\u0646\u06cc\u062f <em>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0646\u0646\u062f\u0647<\/em> \u0648 \u0645\u062c\u0648\u0632\u0647\u0627 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f \u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>\u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0645\u062c\u0648\u0632\u0647\u0627<\/strong>\u0628\u0634\u0631<\/li>\n<\/ol>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fy14xrjasqucnclp5o2wo.png\" alt=\"\u0627\u0639\u0637\u0627\u06cc \u0645\u062c\u0648\u0632\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627 \u0648 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631\" loading=\"lazy\" width=\"800\" height=\"518\" title=\"\"><\/p>\n<p><strong>\u0628\u0631\u0627\u06cc \u062a\u0646\u0638\u06cc\u0645 \u06cc\u06a9 \u06a9\u0627\u0631\u06af\u0631 node.js:<\/strong><\/p>\n<ol>\n<li>\u06cc\u06a9 \u067e\u0648\u0634\u0647 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u062e\u0648\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u06cc\u06a9 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0647 \u067e\u0648\u0634\u0647 \u0628\u0631\u0648\u06cc\u062f. \u0633\u067e\u0633 \u060c \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>npm init -y\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<ol>\n<li>\u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>npm install @io-orkes\/conductor-javascript @napi-rs\/canvas pdfjs-dist tesseract.js\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<ol>\n<li>\u06cc\u06a9 \u067e\u0631\u0648\u0646\u062f\u0647 index.js \u0631\u0627 \u062f\u0631 \u0631\u06cc\u0634\u0647 \u067e\u0631\u0648\u0698\u0647 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f \u0648 \u06a9\u062f \u06a9\u0627\u0631\u06af\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0686\u0633\u0628\u0627\u0646\u06cc\u062f:\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>import Tesseract from \"tesseract.js\";\nimport https from \"https\";\nimport { createCanvas } from \"@napi-rs\/canvas\";\nimport { getDocument } from \"pdfjs-dist\/legacy\/build\/pdf.mjs\";\nimport {\n  orkesConductorClient,\n  TaskManager,\n} from \"@io-orkes\/conductor-javascript\";\n\nasync function extractTextFromPDF(pdfUrl) {\n  try {\n    const pdfBuffer = await new Promise((resolve, reject) =&gt; {\n      https\n        .get(pdfUrl, (response) =&gt; {\n          if (response.statusCode !== 200) {\n            reject(new Error(`HTTP ${response.statusCode}`));\n            return;\n          }\n\n          if (!response.headers[\"content-type\"]?.includes(\"application\/pdf\")) {\n            reject(new Error(\"Not a PDF file\"));\n            return;\n          }\n\n          const chunks = [];\n          response.on(\"data\", (chunk) =&gt; chunks.push(chunk));\n          response.on(\"end\", () =&gt; resolve(Buffer.concat(chunks)));\n        })\n        .on(\"error\", reject);\n    });\n\n    const pdfDoc = await getDocument(new Uint8Array(pdfBuffer)).promise;\n    const results = [];\n\n    for (let pageNum = 1; pageNum &lt;= pdfDoc.numPages; pageNum++) {\n      const page = await pdfDoc.getPage(pageNum);\n      const viewport = page.getViewport({ scale: 2.0 });\n      const canvas = createCanvas(viewport.width, viewport.height);\n\n      await page.render({\n        canvasContext: canvas.getContext(\"2d\"),\n        viewport: viewport,\n      }).promise;\n\n      const {\n        data: { text },\n      } = await Tesseract.recognize(canvas.toBuffer(\"image\/png\"), \"eng\");\n\n      results.push({ page: pageNum, text: text.trim() });\n    }\n\n    return results;\n  } catch (error) {\n    throw new Error(`PDF processing failed: ${error.message}`);\n  }\n}\n\n\/\/ Conductor worker configuration\n\nasync function startWorker() {\n  const clientPromise = orkesConductorClient({\n    keyId: \"YOUR-KEY-ID\",\n    keySecret: \"YOUR-KEY-SECRET\",\n    serverUrl: \"YOUR-CONDUCTOR-CLUSTER-URL\/api\",\n  });\n\n  const client = await clientPromise;\n\n  const pdfWorker = {\n    taskDefName: \"extractTextFromPDF\",\n    execute: async ({ inputData: { pdfUrl }, taskId }) =&gt; {\n      try {\n        if (!pdfUrl) {\n          return {\n            status: \"FAILED\",\n            outputData: { error: \"PDF URL is required\" },\n          };\n        }\n\n        const results = await extractTextFromPDF(pdfUrl);\n\n        return {\n          status: \"COMPLETED\",\n          outputData: {\n            results,\n            processedPages: results.length,\n          },\n        };\n      } catch (error) {\n        return {\n          status: \"FAILED\",\n          outputData: { error: error.message },\n        };\n      }\n    },\n  };\n\n  const manager = new TaskManager(client, [pdfWorker], {\n    options: { pollInterval: 100, concurrency: 1 },\n  });\n\n  console.log(\"Starting PDF extraction worker...\");\n  manager.startPolling();\n\n  \/\/ Handle graceful shutdown\n  process.on(\"SIGINT\", () =&gt; {\n    console.log(\"Stopping worker...\");\n    manager.stopPolling();\n    process.exit(0);\n  });\n}\nstartWorker();\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<ol>\n<li>\u062f\u0631 \u06a9\u062f \u06a9\u0627\u0631\u06af\u0631 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f <em>\u0645\u062e\u0641\u06cc \u0634\u0645\u0627-ID<\/em> \u0648 _\u0647\u0647-\u06a9\u06cc\u062a-\u06a9\u0644\u06cc\u062f _ \u0628\u0627 \u0634\u0646\u0627\u0633\u0647 \u06a9\u0644\u06cc\u062f \u0642\u0628\u0644\u06cc \u06a9\u067e\u06cc \u0634\u062f\u0647 \u0648 \u0631\u0627\u0632 \u06a9\u0644\u06cc\u062f.<\/li>\n<li>\u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 &#8220;<em>\u0634\u0645\u0627<\/em>&#8220;\u0628\u0627 URL \u062e\u0648\u0634\u0647 \u0627\u06cc \u0634\u0645\u0627. \u0628\u0631\u0627\u06cc \u0646\u0633\u062e\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u0647 Orkes \u060c \u0627\u0632 https:\/\/developer.orkescloud.com\/api \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. <\/li>\n<li>\u06a9\u0627\u0631\u06af\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>node index.js\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>\u0627\u06a9\u0646\u0648\u0646 \u06a9\u0647 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0648 \u06a9\u0627\u0631\u06af\u0631 \u0634\u0645\u0627 \u0622\u0645\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u060c \u0648\u0642\u062a \u0622\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0627\u062f\u063a\u0627\u0645 LLM \u062e\u0648\u062f \u060c \u0622\u0646 \u0631\u0627 \u0628\u0647 \u06a9\u0627\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_3_%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_LLM_%D9%85%D9%88%D8%B1%D8%AF_%D9%86%D8%B8%D8%B1_%D8%AE%D9%88%D8%AF_%D8%B1%D8%A7_%D8%A7%D8%B6%D8%A7%D9%81%D9%87_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 3: \u0627\u062f\u063a\u0627\u0645 LLM \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u062e\u0648\u062f \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u0627\u062f\u06cc Orkes \u0628\u0627 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 LLM \u0627\u062f\u063a\u0627\u0645 \u0645\u06cc \u06a9\u0646\u062f. \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0627\u062f\u063a\u0627\u0645 \u062f\u0631 \u062e\u0648\u0634\u0647 \u0647\u0627\u062f\u06cc \u0628\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f\u0647 LLM \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u0634\u0645\u0627 \u0627\u0633\u062a.<\/p>\n<p><strong>\u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0648\u062f\u0646 \u0627\u062f\u063a\u0627\u0645:<\/strong><\/p>\n<ol>\n<li>\u0631\u0641\u062a\u0646 \u0628\u0647 <strong>\u0627\u062f\u063a\u0627\u0645<\/strong> \u0627\u0632 \u0645\u0646\u0648\u06cc \u0646\u0627\u0648\u0628\u0631\u06cc \u0633\u0645\u062a \u0686\u067e \u062f\u0631 \u062e\u0648\u0634\u0647 \u0647\u0627\u062f\u06cc \u062e\u0648\u062f.<\/li>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>+ \u0627\u062f\u063a\u0627\u0645 \u062c\u062f\u06cc\u062f<\/strong>\u0628\u0634\u0631<\/li>\n<\/ol>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F9j7pkjxp7e2vmyzgc4up.png\" alt=\"\u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0627\u062f\u063a\u0627\u0645 \u062c\u062f\u06cc\u062f\" loading=\"lazy\" width=\"800\" height=\"452\" title=\"\"><\/p>\n<ol>\n<li>\u062f\u0631 <strong>AI\/LLM<\/strong> \u0628\u062e\u0634 \u060c \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f\u0647 LLM \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u062e\u0648\u062f \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0647 \u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f <strong>+ \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646<\/strong>\u0628\u0634\u0631<\/li>\n<\/ol>\n<p>\u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0628\u0633\u062a\u0647 \u0628\u0647 \u067e\u0644\u062a \u0641\u0631\u0645 AI\/LLM \u062f\u0631 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0633\u0627\u0632\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0628\u0647 \u0631\u0627\u0647\u0646\u0645\u0627\u0647\u0627\u06cc \u0627\u062f\u063a\u0627\u0645 \u0645\u0631\u0628\u0648\u0637\u0647 \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<ol>\n<li>\u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc API \u0648 \u0633\u0627\u06cc\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0634\u062f\u0647 LLM \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>\u067e\u0633 \u0627\u0646\u062f\u0627\u0632 \u06a9\u0631\u062f\u0646<\/strong>\u0628\u0634\u0631<\/li>\n<\/ol>\n<p>\u0627\u062f\u063a\u0627\u0645 LLM \u0627\u0636\u0627\u0641\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u06cc\u06a9 \u0645\u062f\u0644 \u062e\u0627\u0635 \u0627\u0633\u062a. \u0645\u0647\u0645 \u0627\u0633\u062a \u06a9\u0647 \u0645\u062f\u0644\u06cc \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0627 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0645\u0627 \u0647\u0645\u0627\u0647\u0646\u06af \u0628\u0627\u0634\u062f.<\/p>\n<p><strong>\u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0648\u062f\u0646 \u06cc\u06a9 \u0645\u062f\u0644 \u0628\u0647 \u0627\u062f\u063a\u0627\u0645 \u062e\u0648\u062f:<\/strong><\/p>\n<ol>\n<li>\u062f\u0631 <strong>\u0627\u062f\u063a\u0627\u0645<\/strong> \u0635\u0641\u062d\u0647 \u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f <strong>\u0628\u0627<\/strong> \u062f\u06a9\u0645\u0647 \u06a9\u0646\u0627\u0631 \u0627\u062f\u063a\u0627\u0645 \u062a\u0627\u0632\u0647 \u0627\u0636\u0627\u0641\u0647 \u0634\u062f\u0647 \u062e\u0648\u062f.<\/li>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>+ \u0645\u062f\u0644 \u062c\u062f\u06cc\u062f<\/strong>\u0628\u0634\u0631<\/li>\n<li>\u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 <strong>\u0646\u0627\u0645 \u0645\u062f\u0644<\/strong> \u0648\u062a <strong>\u0634\u0631\u062d<\/strong>\u0628\u0634\u0631 <\/li>\n<li>\u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 <strong>\u0641\u0639\u0627\u0644<\/strong> Toggle \u0631\u0648\u0634\u0646 \u0634\u062f\u0647 \u0648 SAVE \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f.<\/li>\n<\/ol>\n<p>\u0647\u0645 \u0627\u06a9\u0646\u0648\u0646 \u0627\u062f\u063a\u0627\u0645 \u0647\u0627 \u062a\u0646\u0638\u06cc\u0645 \u0634\u062f\u0647 \u0648 \u0622\u0645\u0627\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0647\u0633\u062a\u0646\u062f. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u0633\u0631\u06cc\u0639 AI \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u062f\u063a\u0627\u0645 \u0628\u0631\u0627\u06cc \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0627\u0633\u0646\u0627\u062f \u0628\u0647 \u062f\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_4_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%B3%D8%A7%D8%B2%D9%86%D8%AF%D9%87_%D8%B3%D8%B1%DB%8C%D8%B9_AI_Orkes_%D8%8C_%DB%8C%DA%A9_%D8%A7%D9%84%DA%AF%D9%88%DB%8C_%D8%B3%D8%B1%DB%8C%D8%B9_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 4: \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0633\u0627\u0632\u0646\u062f\u0647 \u0633\u0631\u06cc\u0639 AI Orkes \u060c \u06cc\u06a9 \u0627\u0644\u06af\u0648\u06cc \u0633\u0631\u06cc\u0639 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0633\u0631\u06cc\u0639 \u0646\u0642\u0634 \u0645\u0647\u0645\u06cc \u062f\u0631 \u0647\u062f\u0627\u06cc\u062a \u0645\u062f\u0644 LLM \u0628\u0631\u0627\u06cc \u0639\u0645\u0644 \u0628\u0647 \u0631\u0648\u0634\u06cc \u062e\u0627\u0635 \u0627\u06cc\u0641\u0627 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0631\u0627\u06cc \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0627\u0633\u0646\u0627\u062f \u0645\u0627 \u060c \u0633\u0631\u06cc\u0639 \u0628\u0627\u06cc\u062f \u0628\u0627 \u062f\u0642\u062a \u0633\u0627\u062e\u062a\u0647 \u0634\u0648\u062f \u062a\u0627 \u0645\u062f\u0644 \u0628\u062a\u0648\u0627\u0646\u062f \u0633\u0646\u062f \u0631\u0627 \u062f\u0631 \u06af\u0631\u0648\u0647 \u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\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%2F6g7l8qvy7i7cz9uws9th.png\" alt=\"\u0627\u0644\u06af\u0648\u06cc \u0633\u0631\u06cc\u0639 \u0628\u0631\u0627\u06cc \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0627\u0633\u0646\u0627\u062f\" loading=\"lazy\" width=\"800\" height=\"342\" title=\"\"><\/p>\n<p><strong>\u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0633\u0631\u06cc\u0639 AI:<\/strong><\/p>\n<ol>\n<li>\u0631\u0641\u062a\u0646 \u0628\u0647 <strong>\u062a\u0639\u0627\u0631\u06cc\u0641<\/strong> > <strong>AI \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f<\/strong>\u0628\u0634\u0631<\/li>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>+ \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0633\u0631\u06cc\u0639 AI<\/strong>\u0628\u0634\u0631<\/li>\n<li>\u062f\u0631 <strong>\u0646\u0627\u0645 \u0633\u0631\u06cc\u0639<\/strong>\u060c \u06cc\u06a9 \u0646\u0627\u0645 \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0628\u0631\u0627\u06cc \u0633\u0631\u06cc\u0639 \u062e\u0648\u062f \u060c \u0645\u0627\u0646\u0646\u062f &#8220;doc_classifier_prompt_yourname&#8221; \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u062f\u0631 <strong>\u0645\u062f\u0644 (\u0647\u0627)<\/strong>\u0627\u062f\u063a\u0627\u0645 \u0631\u0627 \u06a9\u0647 \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0642\u0628\u0644 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f. \u06a9\u0634\u0648\u06cc\u06cc UI \u0627\u062f\u063a\u0627\u0645 \u0631\u0627 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u0646\u0627\u0645 \u0645\u062f\u0644 \u0644\u06cc\u0633\u062a \u0645\u06cc \u06a9\u0646\u062f. \u062d\u062a\u0645\u0627\u064b \u0645\u0646\u0627\u0633\u0628 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0648\u0631\u0648\u062f <strong>\u0634\u0631\u062d<\/strong> \u0627\u0632 \u0622\u0646\u0686\u0647 \u0633\u0631\u06cc\u0639 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li>\u062f\u0631 <strong>\u0627\u0644\u06af\u0648\u06cc \u0633\u0631\u06cc\u0639<\/strong>\u060c \u0633\u0631\u06cc\u0639 \u062e\u0648\u062f \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f \u060c \u06a9\u0647 \u0633\u0646\u062f \u0631\u0627 \u0628\u0647 \u062f\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644:\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>We have a document that was scanned using OCR. The content is ${text}. You need to classify the document based on the provided OCR content. The document could be one of these: W2, Drivers License, Pay stub, Employment Verification Letter, or Mortgage Application. Suppose the provided content does not match with any of those documents. In that case, you must reply NO_MATCH, and in the following line, you must give a human-understandable message about the result and why that determination was made in under three sentences. If the provided content matches, return the values found, including the document type. If the social security number is part of the values, obfuscate the first five digits.\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062f\u0631 \u0633\u0631\u06cc\u0639 \u060c \u0645\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645 <code>${text}<\/code> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062a\u063a\u06cc\u0631\u06cc \u06a9\u0647 \u0627\u0632 \u062e\u0631\u0648\u062c\u06cc \u06a9\u0627\u0631 \u0642\u0628\u0644\u06cc \u062d\u0627\u0635\u0644 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0645\u0627 \u0627\u06cc\u0646 \u0633\u0631\u06cc\u0639 \u0631\u0627 \u062f\u0631 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u0645 \u060c \u0648\u0627\u0636\u062d \u062a\u0631 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<ol>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>\u067e\u0633 \u0627\u0646\u062f\u0627\u0632 \u06a9\u0631\u062f\u0646<\/strong> > <strong>SAVE \u0631\u0627 \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f<\/strong>\u0628\u0634\u0631<\/li>\n<\/ol>\n<p>\u0627\u06cc\u0646 \u0628\u0627\u0639\u062b \u0635\u0631\u0641\u0647 \u062c\u0648\u06cc\u06cc \u062f\u0631 \u0627\u0644\u06af\u0648\u06cc \u0633\u0631\u06cc\u0639 \u0634\u0645\u0627 \u0645\u06cc \u0634\u0648\u062f. Orkes \u0647\u0627\u062f\u06cc \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u062a\u0633\u062a \u062f\u0627\u062e\u0644\u06cc \u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u0648 \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0633\u0631\u06cc\u0639 \u0634\u0645\u0627 \u0642\u0628\u0644 \u0627\u0632 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0622\u0646 \u0628\u0647 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0645\u062b\u0627\u0644 \u0645\u0627 \u060c \u0645\u0627 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645 <code>${text}<\/code> \u0645\u062a\u063a\u06cc\u0631 \u06a9\u0647 \u0627\u0632 \u062e\u0631\u0648\u062c\u06cc \u06a9\u0627\u0631 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u062a\u0646 \u0642\u0628\u0644\u06cc \u062d\u0627\u0635\u0644 \u0645\u06cc \u0634\u0648\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f \u06a9\u0647 \u06cc\u06a9 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\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%2Fs9dzpl22mqhhnk88maf7.png\" alt=\"\u0646\u062a\u0627\u06cc\u062c \u0622\u0632\u0645\u0648\u0646 \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u0627\u06cc \u0627\u0644\u06af\u0648\u06cc \u0633\u0631\u06cc\u0639\" loading=\"lazy\" width=\"800\" height=\"466\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_5_%D9%88%DB%8C%D8%B1%D8%A7%DB%8C%D8%B4_%DA%AF%D8%B1%D8%AF%D8%B4_%DA%A9%D8%A7%D8%B1_%D8%A8%D8%A7_%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_LLM_%D9%88_%D8%B3%D8%B1%DB%8C%D8%B9_AI\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 5: \u0648\u06cc\u0631\u0627\u06cc\u0634 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0628\u0627 \u0627\u062f\u063a\u0627\u0645 LLM \u0648 \u0633\u0631\u06cc\u0639 AI<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062d\u0627\u0644\u0627 \u06a9\u0647 \u0647\u0645\u0647 \u0686\u06cc\u0632 \u062f\u0631 \u062c\u0627\u06cc \u062e\u0648\u062f \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f \u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0647\u0645\u0647 \u0622\u0646 \u0631\u0627 \u062c\u0645\u0639 \u06a9\u0646\u06cc\u0645 \u0648 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0628\u0631\u06af\u0631\u062f\u06cc\u0645:<\/p>\n<ol>\n<li>\u062f\u0631 \u0646\u0633\u062e\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u0647 Orkes \u060c \u0628\u0647 <strong>\u062a\u0639\u0627\u0631\u06cc\u0641<\/strong> > <strong>\u06af\u0631\u062f\u0634 \u06a9\u0627\u0631<\/strong> \u0648 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0642\u0628\u0644\u0627\u064b \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u062f\u0631 <strong>classify_using_llm<\/strong> \u06a9\u0627\u0631 \u060c \u0645\u0642\u0627\u062f\u06cc\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f:<\/li>\n<\/ol>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fpn92toc8rvkg8sy90fga.png\" alt=\"\u0627\u0635\u0644\u0627\u062d \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0628\u0627 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0627\u062f\u063a\u0627\u0645\" loading=\"lazy\" width=\"800\" height=\"531\" title=\"\"><\/p>\n<ul>\n<li>\u062a\u0639\u0648\u06cc\u0636 \u06a9\u0631\u062f\u0646 <code>your-llm-provider<\/code> \u0628\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f\u0647 LLM \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u062e\u0648\u062f.<\/li>\n<li>\u062a\u0639\u0648\u06cc\u0636 \u06a9\u0631\u062f\u0646 <code>your-llm-model<\/code> \u0628\u0627 \u0645\u062f\u0644 \u0627\u0646\u062a\u062e\u0627\u0628\u06cc \u062e\u0648\u062f<\/li>\n<li>\u062a\u0639\u0648\u06cc\u0636 \u06a9\u0631\u062f\u0646 <code>your-prompt-template<\/code> \u0628\u0627 \u0633\u0631\u06cc\u0639 \u062e\u0648\u062f<\/li>\n<li>\u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0633\u0631\u06cc\u0639 &#8220;\u0645\u062a\u0646&#8221; \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 &#8220;$ {\u0627\u0631\u0632\u06cc\u0627\u0628\u06cc_Text_Ref.Output.Result}&#8221; \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f.<\/li>\n<\/ul>\n<p>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u062f \u06a9\u0647 <code>text<\/code> \u0645\u062a\u063a\u06cc\u0631 \u0631\u0648\u06cc \u062a\u0646\u0638\u06cc\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a<code> ${evaluate_text_ref.output.result}<\/code>\u060c \u06a9\u0647 \u0646\u062a\u06cc\u062c\u0647 \u062e\u0631\u0648\u062c\u06cc \u0627\u0633\u062a <strong>\u0627\u0631\u0632\u06cc\u0627\u0628\u06cc_\u062a<\/strong> \u0648\u0638\u06cc\u0641\u0647 \u0627\u06cc \u06a9\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u0633\u0646\u062f PDF \u0631\u0627 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0645\u06cc \u06a9\u0646\u062f. <\/p>\n<ol>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>\u067e\u0633 \u0627\u0646\u062f\u0627\u0632 \u06a9\u0631\u062f\u0646<\/strong> > <strong>\u062a\u0623\u06cc\u06cc\u062f \u06a9\u0631\u062f\u0646<\/strong>\u0628\u0634\u0631<\/li>\n<\/ol>\n<p>\u062d\u0627\u0644 \u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0627\u0631 \u062e\u0648\u062f \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645:<\/p>\n<ol>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>\u062f\u0648\u06cc\u062f\u0646<\/strong> \u0628\u0631\u06af\u0647 \u0631\u0627 \u062a\u0647\u06cc\u0647 \u06a9\u0646\u06cc\u062f \u0648 URL \u0633\u0646\u062f \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0648\u0631\u0648\u062f\u06cc \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646 <strong>\u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f<\/strong>\u0628\u0634\u0631<\/li>\n<\/ol>\n<p><code\/><code><br \/>\/\/ example input params<br \/>{<br \/>\"document_url\": \"https:\/\/image-processing-orkes.s3.amazonaws.com\/test-w2-form-full-text.pdf\"<br \/>}<br \/><\/code><code\/><\/p>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u062c\u0631\u0627\u06cc \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u060c \u0634\u0645\u0627 \u0628\u0647 \u0635\u0641\u062d\u0647 \u0627\u062c\u0631\u0627\u06cc \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0647\u062f\u0627\u06cc\u062a \u0645\u06cc \u0634\u0648\u06cc\u062f. \u0627\u06af\u0631 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f <strong>\u0648\u0631\u0648\u062f\u06cc\/\u062e\u0631\u0648\u062c\u06cc \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631<\/strong> \u0628\u0631\u06af\u0647 \u060c \u0645\u0642\u0648\u0644\u0647 \u0627\u06cc \u0631\u0627 \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0633\u0646\u062f \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u060c \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0628\u0627 \u06cc\u06a9 \u0633\u0646\u062f W2 \u06a9\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0645\u0646\u062a\u0642\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F10763uxzstotj5l76ghr.png\" alt=\"\u0622\u0632\u0645\u0627\u06cc\u0634 \u0646\u0645\u0648\u0646\u0647 \u0628\u0627 \u06cc\u06a9 \u0633\u0646\u062f W2\" loading=\"lazy\" width=\"800\" height=\"309\" title=\"\"><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0628\u0627 \u06cc\u06a9 \u062e\u0631\u062f \u062e\u0631\u062f \u0634\u062f\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fadyfrl7mmjez9j81hntq.png\" alt=\"\u0646\u0645\u0648\u0646\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0646\u0645\u0648\u0646\u0647 \u0628\u0627 \u06cc\u06a9 \u0633\u0646\u062f \u062e\u0631\u062f \u067e\u0631\u062f\u0627\u062e\u062a\" loading=\"lazy\" width=\"800\" height=\"365\" title=\"\"><\/p>\n<p>ta-da! \u0634\u0645\u0627 \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u06cc\u06a9 \u062c\u0631\u06cc\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u06a9\u0647 \u0627\u0633\u0646\u0627\u062f \u0634\u0645\u0627 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062f\u0642\u06cc\u0642 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u062f. <\/p>\n<p>\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0627\u062f\u06cc \u06cc\u0627 \u0633\u06cc\u0645 \u0628\u0631\u0646\u0627\u0645\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0644\u0627\u0632\u0645 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 SDKS \u06cc\u0627 API \u0647\u0627\u06cc \u0647\u0627\u062f\u06cc \u06cc\u0627 API \u0647\u0627 \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062e\u0648\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0632\u0645\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u0648\u0642\u062a\u06cc \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062a\u0635\u0648\u06cc\u0631\u06cc \u0628\u0627 \u067e\u0633\u0648\u0646\u062f .jpg \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0645\u0646\u062a\u0642\u0644 \u0645\u06cc \u0634\u0648\u062f \u0686\u0647 \u0627\u062a\u0641\u0627\u0642\u06cc \u0645\u06cc \u0627\u0641\u062a\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%2Fpaqz516dfayjcnoi2piv.png\" alt=\"\u0622\u0632\u0645\u0627\u06cc\u0634 \u0646\u0645\u0648\u0646\u0647 \u0628\u0627 \u06cc\u06a9 \u0633\u0646\u062f \u062a\u0635\u0648\u06cc\u0631 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f\" loading=\"lazy\" width=\"800\" height=\"203\" title=\"\"><\/p>\n<p>\u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u062e\u0627\u062a\u0645\u0647 \u0645\u06cc \u06cc\u0627\u0628\u062f \u060c \u0648 \u0634\u0645\u0627 \u06cc\u06a9 \u067e\u06cc\u0627\u0645 \u062e\u0631\u0648\u062c\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f \u06a9\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0646\u0648\u0639 \u067e\u0631\u0648\u0646\u062f\u0647 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0646\u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0627\u06cc\u0646 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 URL \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0628\u0627 \u067e\u0633\u0648\u0646\u062f .pdf \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u0645\u0627 \u0627\u06af\u0631 \u0648\u0631\u0648\u062f\u06cc \u0634\u0645\u0627 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062a\u0635\u0648\u06cc\u0631\u06cc \u0628\u0627\u0634\u062f \u06cc\u0627 \u0633\u0646\u062f \u062f\u0631 \u0645\u0642\u0648\u0644\u0647 \u0627\u06cc \u0642\u0631\u0627\u0631 \u0646\u0645\u06cc \u06af\u06cc\u0631\u062f \u06a9\u0647 \u0630\u06a9\u0631 \u0646\u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0628\u062f\u0648\u0646 \u0627\u06cc\u062c\u0627\u062f \u0627\u062e\u062a\u0644\u0627\u0644 \u062f\u0631 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u060c \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u0623\u06cc\u06cc\u062f \u062f\u0633\u062a\u06cc \u062f\u0627\u0631\u062f\u061f<\/p>\n<p>\u0647\u06cc\u0686 \u0646\u06af\u0631\u0627\u0646\u06cc &#8211; \u0647\u0627\u062f\u06cc \u06af\u0648\u0634\u062a\u062e\u0648\u0627\u0631 \u0634\u0645\u0627 \u0631\u0627 \u062a\u062d\u062a \u067e\u0648\u0634\u0634 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a! \u0645\u0627 \u06cc\u06a9 \u0646\u0633\u062e\u0647 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647 \u0627\u06cc\u0646 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u062a\u0647\u06cc\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645. \u0622\u0645\u0627\u062f\u0647 \u06a9\u0634\u0641 \u0622\u0646 \u0647\u0633\u062a\u06cc\u062f\u061f \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0628\u0627 \u0645\u0627 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627\u0634\u06cc\u062f. <\/p>\n<p>\u062f\u0631 \u0636\u0645\u0646 \u060c \u0627\u06af\u0631 \u0627\u06cc\u062f\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0627\u06cc\u0646 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u067e\u0631\u0648\u0646\u062f\u0647 \u0647\u0627\u06cc \u0627\u0636\u0627\u0641\u06cc \u062f\u0627\u0631\u06cc\u062f \u060c \u0627\u062d\u0633\u0627\u0633 \u0631\u0627\u062d\u062a\u06cc \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0631 Slack \u0628\u0647 \u062c\u0627\u0645\u0639\u0647 \u0645\u0627 \u0628\u067e\u06cc\u0648\u0646\u062f\u06cc\u062f.<\/p>\n<p>\u0628\u0647 \u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647 \u060c <strong><em>\u0647\u0627\u062f\u06cc Orkes \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 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&hellip;<\/p>\n","protected":false},"author":2,"featured_media":96251,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fkgnqutjf6yh84haiepcg.jpg","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-96250","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\/96250","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=96250"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/96250\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/96251"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=96250"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=96250"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=96250"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}