{"id":4083,"date":"2026-08-26T11:53:38","date_gmt":"2026-08-26T08:23:38","guid":{"rendered":"https:\/\/expoclicks.com\/?p=4083"},"modified":"2026-08-26T11:53:41","modified_gmt":"2026-08-26T08:23:41","slug":"%d8%a7%d9%86%d9%82%d9%84%d8%a7%d8%a8-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c-%d8%af%d8%b1-%d8%b3%d8%a7%d9%84%d9%86-%d9%87%d8%a7%db%8c-%d9%86%d9%85%d8%a7%db%8c%d8%b4%da%af%d8%a7%d9%87","status":"publish","type":"post","link":"https:\/\/expoclicks.com\/?p=4083","title":{"rendered":"\u0627\u0646\u0642\u0644\u0627\u0628 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0633\u0627\u0644\u0646 \u0647\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634\u06af\u0627\u0647\u06cc: \u0686\u06af\u0648\u0646\u0647 \u063a\u0631\u0641\u0647 \u0647\u0627\u06cc \u0646\u0627\u0634\u0646\u0627\u062e\u062a\u0647 \u0628\u0647 \u0622\u0647\u0646\u0631\u0628\u0627\u06cc \u062c\u0630\u0628 \u0645\u0634\u062a\u0631\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc 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\u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u063a\u0648\u0644\u200c\u0647\u0627\u06cc \u0641\u0646\u0627\u0648\u0631\u06cc \u062a\u0648\u0627\u0646\u0633\u062a\u0647\u200c\u0627\u0646\u062f \u0628\u0627 \u067e\u06cc\u0648\u0646\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f \u0648 \u063a\u0631\u0641\u0647\u200c\u062f\u0627\u0631\u06cc\u060c \u063a\u0631\u0641\u0647\u200c\u0647\u0627\u06cc \u06af\u0645\u0646\u0627\u0645 \u0631\u0627 \u0628\u0647 \u0647\u062f\u0641 \u0627\u0635\u0644\u06cc \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0633\u0627\u0644\u0627\u0646\u0647 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u0646\u062f \u0648 \u062a\u062c\u0631\u0628\u0647 \u062d\u0636\u0648\u0631 \u062f\u0631 \u0646\u0645\u0627\u06cc\u0634\u06af\u0627\u0647 \u0631\u0627 \u0627\u0632 \u06cc\u06a9 \u067e\u06cc\u0627\u062f\u0647\u200c\u0631\u0648\u06cc \u0628\u06cc\u200c\u0647\u062f\u0641\u060c \u0628\u0647 \u06cc\u06a9 \u0634\u0644\u06cc\u06a9 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0647 \u0647\u062f\u0641 \u0628\u062f\u0644 \u0633\u0627\u0632\u0646\u062f.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0648\u0631\u0648\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u062a\u062c\u0631\u0628\u0647 \u0646\u0645\u0627\u06cc\u0634\u06af\u0627\u0647\u06cc: \u0627\u0632 \u0633\u0627\u0644\u0646 \u0647\u0627\u06cc \u0634\u0644\u0648\u063a \u062a\u0627 \u062a\u0639\u0627\u0645\u0644\u0627\u062a \u0641\u0648\u0642 \u0647\u0648\u0634\u0645\u0646\u062f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0641\u0642\u0637 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u062f\u0631 \u06af\u0648\u0634\u0647 \u063a\u0631\u0641\u0647\u200c\u0647\u0627 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\u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 \u0628\u0647 \u062a\u062c\u0631\u0628\u06cc\u0627\u062a \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc\u200c\u0634\u062f\u0647\u060c \u0646\u0645\u0627\u06cc\u0634\u06af\u0627\u0647 \u0631\u0627 \u0627\u0632 \u06cc\u06a9 \u0633\u0627\u0644\u0646 \u0641\u06cc\u0632\u06cc\u06a9\u06cc \u0645\u0646\u0641\u0639\u0644 \u0628\u0647 \u06cc\u06a9 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0632\u0646\u062f\u0647 \u0648 \u067e\u0627\u0633\u062e\u06af\u0648 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0631\u0632\u0634\u200c\u0627\u0641\u0632\u0648\u062f\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0635\u0646\u0639\u062a \u0646\u0645\u0627\u06cc\u0634\u06af\u0627\u0647\u06cc\u060c \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0686\u0647\u0627\u0631 \u0645\u062d\u0648\u0631 \u0627\u0635\u0644\u06cc \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u06f1. \u062f\u0633\u062a\u06cc\u0627\u0631\u0647\u0627\u06cc \u062a\u0637\u0628\u06cc\u0642 \u062f\u0647\u0646\u062f\u0647 \u0647\u0648\u0634\u0645\u0646\u062f (AI Matchmaking)<\/strong>&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0632\u0631\u06af\u200c\u062a\u0631\u06cc\u0646 \u0686\u0627\u0644\u0634 \u0628\u0627\u0632\u062f\u06cc\u062f\u06a9\u0646\u0646\u062f\u06af\u0627\u0646\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0645\u062f\u06cc\u0631\u0627\u0646 \u0627\u0631\u0634\u062f\u060c \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u063a\u0631\u0641\u0647\u200c\u0647\u0627 \u0648 \u0627\u0641\u0631\u0627\u062f \u0645\u0631\u062a\u0628\u0637 \u0627\u0633\u062a. \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc AI \u0628\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f (\u0645\u0627\u0646\u0646\u062f \u0645\u0639\u0645\u0627\u0631\u06cc RAG \u0648 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af)\u060c \u0627\u0647\u062f\u0627\u0641 \u062a\u062c\u0627\u0631\u06cc \u0628\u0627\u0632\u062f\u06cc\u062f\u06a9\u0646\u0646\u062f\u0647 \u0631\u0627 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0648\u0644\u0648\u06cc\u062a\u200c\u0628\u0646\u062f\u06cc\u200c\u0634\u062f\u0647 \u0627\u0632 \u063a\u0631\u0641\u0647\u200c\u062f\u0627\u0631\u0627\u0646 \u0645\u0631\u062a\u0628\u0637 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0635\u0631\u0641\u0627 \u06cc\u06a9 \u0646\u0627\u0645 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0646\u0645\u06cc\u200c\u062f\u0647\u062f\u061b \u0628\u0644\u06a9\u0647 \u0639\u0644\u062a \u062a\u0637\u0627\u0628\u0642 (\u0645\u062b\u0644\u0627\u064b: \u00ab\u0627\u06cc\u0646 \u063a\u0631\u0641\u0647 \u062f\u0642\u06cc\u0642\u0627\u064b \u0641\u0646\u0627\u0648\u0631\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0628\u0639\u062f\u06cc \u0634\u0645\u0627 \u0631\u0627 \u062a\u0627\u0645\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f\u00bb) \u0631\u0627 \u0631\u0648\u0634\u0646 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f \u062a\u0627 \u0627\u0639\u062a\u0645\u0627\u062f \u06a9\u0627\u0631\u0628\u0631 \u062c\u0644\u0628 \u0634\u0648\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u06f2. \u063a\u0631\u0641\u0647 \u062f\u0627\u0631\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0648 \u062a\u062c\u0631\u0628\u06cc\u0627\u062a \u063a\u0631\u0642 \u06a9\u0646\u0646\u062f\u0647 (Immersive &amp; Generative Stalls)<\/strong>&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u063a\u0631\u0641\u0647\u200c\u0647\u0627\u06cc \u0633\u0646\u062a\u06cc \u0628\u0627 \u0628\u0646\u0631 \u0648 \u06a9\u0627\u062a\u0627\u0644\u0648\u06af \u062c\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u0632\u0646\u062f\u0647 \u062f\u0627\u062f\u0647\u200c\u0627\u0646\u062f. \u0628\u0627\u0632\u062f\u06cc\u062f\u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0635\u0648\u062a\u06cc \u06cc\u0627 \u0645\u062a\u0646\u06cc\u060c \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0633\u0646\u06af\u06cc\u0646 \u06cc\u0627 \u0635\u0646\u0639\u062a\u06cc \u0631\u0627 \u062f\u0631 \u0644\u062d\u0638\u0647 \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u06a9\u0627\u0631\u06a9\u0631\u062f \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0646\u0646\u062f.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u06f3. \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0633\u0646\u062c\u0634 \u0646\u0631\u062e \u0628\u0627\u0632\u06af\u0634\u062a \u0633\u0631\u0645\u0627\u06cc\u0647 (ROI)<\/strong>&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u063a\u0631\u0641\u0647\u200c\u062f\u0627\u0631\u0627\u0646\u060c \u0628\u0632\u0631\u06af\u200c\u062a\u0631\u06cc\u0646 \u0686\u0627\u0644\u0634 \u0627\u062b\u0628\u0627\u062a \u0633\u0648\u062f\u0622\u0648\u0631\u06cc \u062d\u0636\u0648\u0631 \u062f\u0631 \u0646\u0645\u0627\u06cc\u0634\u06af\u0627\u0647 \u0627\u0633\u062a. \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0645\u0627\u0634\u06cc\u0646 (Computer Vision) \u0645\u06cc\u0632\u0627\u0646 \u0631\u0641\u062a\u200c\u0648\u0622\u0645\u062f\u060c \u0632\u0645\u0627\u0646 \u062a\u0648\u0642\u0641 \u0645\u062e\u0627\u0637\u0628\u0627\u0646 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u063a\u0631\u0641\u0647 \u0648 \u062d\u062a\u06cc \u062d\u0633 \u0648 \u062d\u0627\u0644 \u0638\u0627\u0647\u0631\u06cc \u0628\u0627\u0632\u062f\u06cc\u062f\u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u0631\u0627 \u0628\u062f\u0648\u0646 \u0646\u0642\u0636 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u0646\u0648\u0639 \u062a\u0639\u0627\u0645\u0644\u0627\u062a \u0645\u062e\u0627\u0637\u0628 \u062f\u0631 \u063a\u0631\u0641\u0647\u060c \u0644\u06cc\u062f\u0647\u0627 \u0631\u0627 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u067e\u0633 \u0627\u0632 \u0631\u0648\u06cc\u062f\u0627\u062f\u060c \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u0647\u0627\u06cc \u06a9\u0627\u0645\u0644\u0627 \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc\u200c\u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0645\u06cc\u0644 \u06cc\u0627 \u067e\u06cc\u0627\u0645\u200c\u0631\u0633\u0627\u0646 \u0622\u0646\u200c\u0647\u0627 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u06f4. \u0645\u062f\u06cc\u0631\u06cc\u062a \u0647\u0648\u0634\u0645\u0646\u062f \u0644\u062c\u0633\u062a\u06cc\u06a9 \u0648 \u0633\u0627\u0644\u0646\u200c\u062f\u0627\u0631\u06cc<\/strong>&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u0628\u0631\u06af\u0632\u0627\u0631\u06a9\u0646\u0646\u062f\u06af\u0627\u0646\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0631\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0633\u0627\u062f\u0647\u200c\u062a\u0631 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. AI \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u062f\u0627\u0645 \u0633\u0627\u0644\u0646\u200c\u0647\u0627 \u06cc\u0627 \u0645\u0633\u06cc\u0631\u0647\u0627 \u062f\u0686\u0627\u0631 \u062a\u0631\u0627\u06a9\u0645 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u0628\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647 \u062c\u062f\u0648\u0644 \u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627 \u06cc\u0627 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u0633\u06cc\u0631\u0647\u0627\u06cc \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0631\u0648\u06cc \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u060c \u062c\u0631\u06cc\u0627\u0646 \u062c\u0645\u0639\u06cc\u062a \u0631\u0627 \u0647\u062f\u0627\u06cc\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0647 \u0627\u06cc\u0646 \u062a\u0631\u062a\u06cc\u0628 \u0633\u0627\u0644\u0646\u200c\u0647\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634\u06af\u0627\u0647\u06cc \u0628\u0627 \u062a\u062d\u0644\u06cc\u0644 \u062d\u0636\u0648\u0631 \u062c\u0645\u0639\u06cc\u062a \u062f\u0631 \u0644\u062d\u0638\u0647\u060c \u0645\u06cc\u0632\u0627\u0646 \u0646\u0648\u0631\u060c \u062a\u0647\u0648\u06cc\u0647 \u0648 \u0633\u0631\u0645\u0627\u06cc\u0634\/\u06af\u0631\u0645\u0627\u06cc\u0634 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u062a\u0627 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0648 \u0627\u062b\u0631\u0627\u062a \u0632\u06cc\u0633\u062a\u200c\u0645\u062d\u06cc\u0637\u06cc \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0628\u0631\u0633\u062f.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"559\" src=\"https:\/\/expoclicks.com\/wp-content\/uploads\/2026\/08\/image-26.png\" alt=\"\" class=\"wp-image-4085\" style=\"aspect-ratio:1.8318042813455657;width:599px;height:auto\" srcset=\"https:\/\/expoclicks.com\/wp-content\/uploads\/2026\/08\/image-26.png 1024w, https:\/\/expoclicks.com\/wp-content\/uploads\/2026\/08\/image-26-300x164.png 300w, https:\/\/expoclicks.com\/wp-content\/uploads\/2026\/08\/image-26-768x419.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0631\u0627\u062d\u0644 \u0627\u062c\u0631\u0627 \u0648 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc \u0641\u0646\u06cc: \u0646\u0642\u0634\u0647 \u0631\u0627\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0646\u0645\u0627\u06cc\u0634\u06af\u0627\u0647<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u06cc\u06a9 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0647\u0648\u0634\u0645\u0646\u062f \u0646\u0645\u0627\u06cc\u0634\u06af\u0627\u0647\u06cc \u062f\u0631 \u0627\u0628\u0639\u0627\u062f \u062c\u0647\u0627\u0646\u06cc\u060c \u0641\u0631\u0627\u06cc\u0646\u062f\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u062a\u0627 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0631\u0627 \u062f\u0631 \u0628\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f. \u0645\u0631\u0627\u062d\u0644 \u06af\u0627\u0645\u200c\u0628\u0647\u200c\u06af\u0627\u0645 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0648 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0622\u0646 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u06f1. \u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627\u061b \u0634\u0627\u0644\u0648\u062f\u0647 \u0627\u0635\u0644\u06cc \u0633\u06cc\u0633\u062a\u0645&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0642\u06cc\u0642 \u0627\u0632 \u063a\u0631\u0641\u0647\u200c\u062f\u0627\u0631\u0627\u0646 (\u0627\u06cc\u0646\u06a9\u0647 \u0686\u0647 \u06a9\u0633\u06cc \u0647\u0633\u062a\u0646\u062f\u060c \u0686\u0647 \u0686\u06cc\u0632\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0648 \u06a9\u062c\u0627 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u0646\u062f) \u06a9\u0644\u06cc\u062f \u0627\u0635\u0644\u06cc \u0628\u0648\u062f. \u0645\u062a\u0627\u0633\u0641\u0627\u0646\u0647 \u0646\u0627\u0647\u0645\u06af\u0648\u0646\u06cc \u0634\u062f\u06cc\u062f\u06cc \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0634\u062a\u061b \u0628\u0631\u062e\u06cc \u063a\u0631\u0641\u0647\u200c\u062f\u0627\u0631\u0627\u0646 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u06a9\u0627\u0645\u0644\u06cc \u062f\u0627\u062f\u0647 \u0628\u0648\u062f\u0646\u062f \u0648 \u0628\u0631\u062e\u06cc \u062f\u06cc\u06af\u0631 \u062a\u0642\u0631\u06cc\u0628\u0627 \u0647\u06cc\u0686. \u0628\u0631\u0627\u06cc \u062d\u0644 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644\u060c \u062a\u06cc\u0645 \u0645\u0627 \u0628\u0627 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0627\u062e\u062a\u0635\u0627\u0635\u06cc\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0646\u0627\u0642\u0635 \u0631\u0627 \u0645\u06a9\u0645\u0644 \u06a9\u0631\u062f \u062a\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644 AI \u0642\u0627\u0628\u0644 \u067e\u0631\u062f\u0627\u0632\u0634 \u0634\u0648\u0646\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u06f2. \u067e\u0634\u062a\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc (Tech Stack)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627<strong>:<\/strong> \u0645\u062a\u0646\u200c\u0647\u0627\u06cc \u06af\u0631\u062f\u0622\u0648\u0631\u06cc\u200c\u0634\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644 <em>Amazon Titan Embeddings<\/em> \u0628\u0647 \u0628\u0631\u062f\u0627\u0631\u0647\u0627\u06cc \u0639\u062f\u062f\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0646\u062f.<\/li>\n\n\n\n<li>\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0631\u062f\u0627\u0631\u06cc<strong>:<\/strong> \u0627\u0632 PostgreSQL \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u0627\u0641\u0632\u0648\u0646\u0647 pgvector \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0633\u0631\u06cc\u0639 \u0648 \u062f\u0642\u06cc\u0642 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u06cc\u0645.<\/li>\n\n\n\n<li>\u0645\u0639\u0645\u0627\u0631\u06cc RAG<strong>:<\/strong> \u062a\u06a9\u0646\u06cc\u06a9 RAG \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0627\u062c\u0627\u0632\u0647 \u062f\u0627\u062f \u062a\u0627 \u0628\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0647\u062f\u0641 \u0628\u0627\u0632\u062f\u06cc\u062f\u06a9\u0646\u0646\u062f\u0647 \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0632\u0645\u06cc\u0646\u0647\u200c\u0627\u06cc\u060c \u062f\u0642\u06cc\u0642\u200c\u062a\u0631\u06cc\u0646 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u0627\u062a \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f.<\/li>\n\n\n\n<li>\u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc<strong>:<\/strong> \u0627\u0632 \u0645\u062f\u0644 \u0642\u062f\u0631\u062a\u0645\u0646\u062f Claude Sonnet 3.5 \u0631\u0648\u06cc \u0628\u0633\u062a\u0631 AWS Bedrock \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0628\u0647\u0631\u0647 \u06af\u0631\u0641\u062a\u06cc\u0645.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u06f3. \u0686\u0627\u0644\u0634 \u0632\u0628\u0627\u0646 \u0648 \u0644\u062d\u0646 \u0628\u0648\u0645\u06cc<\/strong>&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0642\u0631\u0627\u0631 \u0628\u0648\u062f \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u062c\u0647\u0627\u0646\u06cc (\u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u06a9\u0634\u0648\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0641\u0631\u0627\u0646\u0633\u0647 \u0648 \u0698\u0627\u067e\u0646 \u06a9\u0647 \u0632\u0628\u0627\u0646 \u0627\u0635\u0644\u06cc \u0622\u0646\u200c\u0647\u0627 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc \u0646\u06cc\u0633\u062a) \u0627\u062c\u0631\u0627 \u0634\u0648\u062f\u060c \u0628\u0627 \u0686\u0627\u0644\u0634 \u062a\u0631\u062c\u0645\u0647 \u0631\u0648\u0628\u0647\u200c\u0631\u0648 \u0634\u062f\u06cc\u0645.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0635\u0631\u0641\u0627\u064b \u062a\u0631\u062c\u0645\u0647 \u062a\u062d\u062a\u200c\u0627\u0644\u0644\u0641\u0638\u06cc \u06a9\u0627\u0641\u06cc \u0646\u0628\u0648\u062f\u061b \u0628\u0644\u06a9\u0647 \u0645\u062f\u0644 \u0628\u0627\u06cc\u062f \u062f\u0631\u06a9 \u0645\u0639\u0646\u0627\u06cc\u06cc (Semantic Similarity) \u062f\u0631\u0633\u062a \u0648 \u0644\u062d\u0646\u06cc \u0637\u0628\u06cc\u0639\u06cc \u0648 \u062d\u0631\u0641\u0647\u200c\u0627\u06cc \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0641\u0631\u0647\u0646\u06af \u0622\u0646 \u0628\u0627\u0632\u0627\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0627\u062f. \u0628\u0631\u0627\u06cc \u062d\u0644 \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639\u060c \u0627\u0632 \u062a\u0631\u06a9\u06cc\u0628 \u0646\u0638\u0627\u0631\u062a \u0627\u0646\u0633\u0627\u0646\u06cc (\u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0632\u0628\u0627\u0646 \u0648 \u0630\u06cc\u0646\u0641\u0639\u0627\u0646) \u0648 \u0642\u062f\u0631\u062a \u0632\u0628\u0627\u0646\u06cc \u0628\u0627\u0644\u0627\u06cc <em>Claude 3.5 Sonnet<\/em> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u06cc\u0645 \u062a\u0627 \u067e\u0627\u0633\u062e\u200c\u0647\u0627 \u06a9\u0627\u0645\u0644\u0627 \u0628\u0648\u0645\u06cc \u0648 \u062f\u0642\u06cc\u0642 \u0628\u0627\u0634\u0646\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0648 \u0622\u0645\u0648\u0632\u0647 \u0647\u0627<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627\u06cc \u0634\u0627\u062e\u0635 \u0648 \u0622\u0645\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062d\u0627\u0635\u0644 \u0627\u0632 \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0635\u0631\u0641\u0647\u200c\u062c\u0648\u06cc\u06cc \u062f\u0631 \u0632\u0645\u0627\u0646 \u0645\u062f\u06cc\u0631\u0627\u0646 \u0627\u0631\u0634\u062f<strong>:<\/strong> \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u062f\u06cc\u062f\u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u0628\u0627\u0627\u0631\u0632\u0634 (\u0645\u062f\u06cc\u0631\u0627\u0646 \u062f\u0627\u0631\u0627\u06cc \u0642\u062f\u0631\u062a \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0645\u0627\u0644\u06cc) \u0628\u0633\u06cc\u0627\u0631 \u0645\u0641\u06cc\u062f \u0628\u0648\u062f \u0648 \u062f\u0631 \u0648\u0642\u062a \u0622\u0646\u200c\u0647\u0627 \u0635\u0631\u0641\u0647\u200c\u062c\u0648\u06cc\u06cc \u06a9\u0631\u062f.<\/li>\n\n\n\n<li>\u0644\u06cc\u062f\u0647\u0627\u06cc \u0628\u0627\u06a9\u06cc\u0641\u06cc\u062a \u0628\u0631\u0627\u06cc \u063a\u0631\u0641\u0647\u200c\u062f\u0627\u0631\u0627\u0646<strong>:<\/strong> \u0627\u062a\u0635\u0627\u0644 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0627\u0632\u062f\u06cc\u062f\u06a9\u0646\u0646\u062f\u0647 \u0647\u062f\u0641\u0645\u0646\u062f \u0628\u0647 \u063a\u0631\u0641\u0647\u200c\u062f\u0627\u0631\u060c \u06cc\u06a9 \u0645\u0639\u0627\u0645\u0644\u0647 \u0628\u0631\u062f-\u0628\u0631\u062f \u0628\u0631\u0627\u06cc \u0647\u0631 \u062f\u0648 \u0637\u0631\u0641 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f.<\/li>\n\n\n\n<li>\u0634\u0641\u0627\u0641\u06cc\u062a \u062f\u0631 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u0647\u0627<strong>:<\/strong> \u0628\u0627\u0632\u062f\u06cc\u062f\u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u0641\u0642\u0637 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0646\u0645\u06cc\u200c\u062e\u0648\u0627\u0633\u062a\u0646\u062f\u060c \u0628\u0644\u06a9\u0647 \u062f\u0644\u06cc\u0644 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0634\u062f\u0646 \u06cc\u06a9 \u063a\u0631\u0641\u0647 \u0631\u0627 \u0647\u0645 \u0645\u06cc\u200c\u062e\u0648\u0627\u0633\u062a\u0646\u062f! \u0627\u06cc\u062c\u0627\u062f \u0634\u0641\u0627\u0641\u06cc\u062a\u060c \u0627\u0639\u062a\u0645\u0627\u062f \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u0628\u0647\u200c\u0634\u062f\u062a \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0627\u062f.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0633\u062e\u0646 \u067e\u0627\u06cc\u0627\u0646\u06cc&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0646\u0645\u0627\u06cc\u0634\u06af\u0627\u0647\u200c\u0647\u0627 \u0631\u0627 \u0627\u0632 \u062d\u0627\u0644\u062a \u06cc\u06a9 \u0633\u0627\u0644\u0646 \u0641\u06cc\u0632\u06cc\u06a9\u06cc \u0633\u0627\u062f\u0647 \u0628\u0647 \u06cc\u06a9 \u067e\u0644\u062a\u0641\u0631\u0645 \u0632\u0646\u062f\u0647 \u0648 \u0647\u0648\u0634\u0645\u0646\u062f \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0622\u06cc\u0646\u062f\u0647 \u0635\u0646\u0639\u062a \u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0631 \u06a9\u0648\u062a\u0627\u0647\u200c\u062a\u0631\u06cc\u0646 \u0632\u0645\u0627\u0646\u060c \u0627\u0631\u0632\u0634\u0645\u0646\u062f\u062a\u0631\u06cc\u0646 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u062a\u062c\u0627\u0631\u06cc \u0631\u0627 \u0634\u06a9\u0644 \u062f\u0647\u0646\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062a\u0627 \u062d\u0627\u0644\u0627 \u0634\u062f\u0647 \u062f\u0631 \u0645\u06cc\u0627\u0646 \u0635\u062f\u0647\u0627 \u063a\u0631\u0641\u0647 \u0634\u0644\u0648\u063a \u06cc\u06a9 \u0646\u0645\u0627\u06cc\u0634\u06af\u0627\u0647 \u0628\u06cc\u0646\u200c\u0627\u0644\u0645\u0644\u0644\u06cc \u0633\u0631\u062f\u0631\u06af\u0645 \u0634\u0648\u06cc\u062f\u060c \u0633\u0627\u0639\u062a\u200c\u0647\u0627 \u0642\u062f\u0645 \u0628\u0632\u0646\u06cc\u062f \u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0628\u0627&hellip;<\/p>\n","protected":false},"author":1,"featured_media":4084,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[14,15],"tags":[],"class_list":["post-4083","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-exhibition-technology","category-exhibition-design"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u062a\u0627 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