{"id":31071,"date":"2025-04-12T09:01:15","date_gmt":"2025-04-12T09:01:15","guid":{"rendered":"https:\/\/aisuperior.com\/?p=31071"},"modified":"2025-04-12T09:01:15","modified_gmt":"2025-04-12T09:01:15","slug":"named-entity-recognition-companies","status":"publish","type":"post","link":"https:\/\/aisuperior.com\/ar\/named-entity-recognition-companies\/","title":{"rendered":"\u0623\u0641\u0636\u0644 \u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 \u0644\u0639\u0627\u0645 2025"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u064a\u064f\u0639\u062f\u0651 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064f\u0633\u0645\u0651\u0627\u0629 (NER) \u062a\u0642\u0646\u064a\u0629\u064b \u0623\u0633\u0627\u0633\u064a\u0629\u064b \u062a\u064f\u0633\u0627\u0639\u062f \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0644\u0649 \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0631\u0624\u0649\u064b \u0642\u064a\u0651\u0645\u0629 \u0645\u0646 \u0643\u0645\u064a\u0627\u062a\u064d \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0646\u0635\u0648\u0635. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0633\u0645\u0627\u0621\u060c \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0648\u0627\u0642\u0639\u060c \u0648\u0627\u0644\u062a\u0648\u0627\u0631\u064a\u062e\u060c \u0648\u063a\u064a\u0631\u0647\u0627\u060c \u064a\u0644\u0639\u0628 NER \u062f\u0648\u0631\u064b\u0627 \u0645\u062d\u0648\u0631\u064a\u064b\u0627 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0623\u0646\u0638\u0645\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP). \u0648\u0647\u0630\u0627 \u064a\u064f\u062a\u064a\u062d \u0623\u062a\u0645\u062a\u0629\u064b \u0623\u0643\u062b\u0631 \u0641\u0639\u0627\u0644\u064a\u0629\u064b \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631\u060c \u0648\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0641\u064a \u062a\u0628\u0646\u064a \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0641\u0625\u0646 \u0627\u062e\u062a\u064a\u0627\u0631 \u062e\u062f\u0645\u0629 NER \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0648\u0641\u0631 \u0645\u0632\u0627\u064a\u0627 \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0633\u0631\u0639\u0629 \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639. \u062a\u0633\u062a\u0643\u0634\u0641 \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u0628\u0639\u0636\u064b\u0627 \u0645\u0646 \u0623\u0641\u0636\u0644 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644 NER \u0648\u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0647\u0627 \u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/span><\/p>\n<p><img decoding=\"async\" class=\"alignnone size-medium wp-image-26755\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-300x81.png\" alt=\"\" width=\"300\" height=\"81\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-300x81.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-1024x275.png 1024w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-768x207.png 768w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-1536x413.png 1536w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-2048x551.png 2048w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-18x5.png 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">1. \u0623\u064a \u0633\u0648\u0628\u0631\u064a\u0648\u0631\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0641\u064a \u0634\u0631\u0643\u0629 AI Superior\u060c \u0646\u062a\u062e\u0635\u0635 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u062d\u0644\u0648\u0644 \u0634\u0627\u0645\u0644\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0645\u0646\u0630 \u062a\u0623\u0633\u064a\u0633 \u0627\u0644\u0634\u0631\u0643\u0629 \u0639\u0627\u0645 \u0662\u0660\u0661\u0669 \u0641\u064a \u062f\u0627\u0631\u0645\u0634\u062a\u0627\u062a\u060c \u0623\u0644\u0645\u0627\u0646\u064a\u0627\u060c \u0631\u0643\u0632\u0646\u0627 \u0639\u0644\u0649 \u062f\u0645\u062c \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0645\u0639 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629. \u064a\u062a\u0643\u0648\u0646 \u0641\u0631\u064a\u0642\u0646\u0627 \u0645\u0646 \u0639\u0644\u0645\u0627\u0621 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0647\u0646\u062f\u0633\u064a\u0646.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u064f\u0639\u062f\u0651 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064f\u0633\u0645\u0651\u0627\u0629 (NER) \u0623\u062d\u062f \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u0646\u0639\u0645\u0644 \u0641\u064a\u0647\u0627 \u0636\u0645\u0646 \u062e\u062f\u0645\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u062f\u064a\u0646\u0627. \u0646\u0637\u0648\u0651\u0631 \u0623\u0646\u0638\u0645\u0629\u064b \u0642\u0627\u062f\u0631\u0629\u064b \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0648\u0627\u0644\u0645\u0648\u0627\u0642\u0639. \u064a\u064f\u0633\u0627\u0639\u062f \u0647\u0630\u0627 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u064f\u0647\u064a\u0643\u0644\u0629 \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0646\u0642\u062f\u0645 \u0623\u064a\u0636\u064b\u0627 \u062e\u062f\u0645\u0627\u062a \u0634\u0631\u062d NER \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645 \u062a\u062f\u0631\u064a\u0628 \u0648\u062a\u0642\u064a\u064a\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062e\u0635\u0635\u0629. \u0647\u062f\u0641\u0646\u0627 \u0647\u0648 \u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0646\u0638\u064a\u0641\u0629\u060c \u0648\u0645\u064f\u0635\u0646\u0651\u0641\u0629 \u062c\u064a\u062f\u064b\u0627\u060c \u0648\u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0644\u0636\u0645\u0627\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u062f\u0642\u0629 \u0648\u062b\u0628\u0627\u062a \u0641\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062a\u062e\u0635\u0635 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644\u0627\u064b \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0642\u062f\u064a\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u062e\u062f\u0645\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062e\u0628\u0631\u0629 \u0641\u064a \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0648\u062a\u062d\u062f\u064a\u062f\u0647\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a:<\/span><a href=\"https:\/\/aisuperior.com\/ar\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\"> aisuperior.com<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: Robert-Bosch-Str. 7, 64293 \u062f\u0627\u0631\u0645\u0634\u062a\u0627\u062a\u060c \u0623\u0644\u0645\u0627\u0646\u064a\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0628\u0631\u064a\u062f \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: <\/span><a href=\"mailto:info@aisuperior.com\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">info@aisuperior.com<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +49 6151 3943489<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: <\/span><a href=\"https:\/\/www.facebook.com\/aisuperior\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">www.facebook.com\/aisuperior<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0646\u0643\u062f\u064a\u0646: <\/span><a href=\"https:\/\/www.linkedin.com\/company\/ai-superior\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">www.linkedin.com\/company\/ai-superior<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u062a\u064a\u0648\u0628: <\/span><a href=\"https:\/\/www.youtube.com\/channel\/UCNq7KZXztu6jODLpgVWpfFg\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">www.youtube.com\/channel\/UCNq7KZXztu6jODLpgVWpfFg<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: <\/span><a href=\"https:\/\/twitter.com\/aisuperior\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">x.com\/aisuperior<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0646\u0633\u062a\u062c\u0631\u0627\u0645: <\/span><a href=\"https:\/\/www.instagram.com\/ai_superior\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">www.instagram.com\/ai_superior<\/span><\/a><\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"alignnone size-medium wp-image-19020\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/06\/AssemblyAI-300x61.jpg\" alt=\"\" width=\"300\" height=\"61\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/06\/AssemblyAI-300x61.jpg 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/06\/AssemblyAI-18x4.jpg 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/06\/AssemblyAI.jpg 500w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">2. \u0627\u0644\u062c\u0645\u0639\u064a\u0629<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">AssemblyAI \u0634\u0631\u0643\u0629 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u0646\u0645\u0627\u0630\u062c \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0643\u0644\u0627\u0645 \u0625\u0644\u0649 \u0646\u0635 \u0648\u0641\u0647\u0645 \u0627\u0644\u0643\u0644\u0627\u0645. \u062a\u0631\u0643\u0632 \u0623\u0628\u062d\u0627\u062b\u0647\u0627 \u0639\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0623\u0646\u0638\u0645\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 \u0627\u0644\u0628\u0634\u0631\u064a \u0628\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0642\u062f\u0645 \u0627\u0644\u0634\u0631\u0643\u0629 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u0648\u062a\u064a\u0629. \u0648\u062a\u0634\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u062e\u062f\u0645\u0627\u062a \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0643\u0644\u0627\u0645 \u0625\u0644\u0649 \u0646\u0635 \u0627\u0644\u062a\u064a \u062a\u064f\u0646\u0633\u062e \u0627\u0644\u0635\u0648\u062a \u0628\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u0648\u0628\u062b \u0627\u0644\u0643\u0644\u0627\u0645 \u0625\u0644\u0649 \u0646\u0635 \u0644\u0644\u0646\u0633\u062e \u0627\u0644\u0641\u0648\u0631\u064a\u060c \u0648\u0646\u0645\u0627\u0630\u062c \u0641\u0647\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u0644\u0635 \u0631\u0624\u0649 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u0648\u062a\u064a\u0629.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0641\u0647\u0645 \u0627\u0644\u0643\u0644\u0627\u0645<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0646\u0633\u062e \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0643\u0644\u0627\u0645<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0643\u0644\u0627\u0645 \u0625\u0644\u0649 \u0646\u0635<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0628\u062b \u0627\u0644\u0643\u0644\u0627\u0645 \u0625\u0644\u0649 \u0646\u0635<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u0647\u0645 \u0627\u0644\u0643\u0644\u0627\u0645<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0648\u0642\u0639 \u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.assemblyai.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: www.x.com\/assemblyai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/assemblyai<\/span><\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"alignnone  wp-image-25166\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/10\/cloud.withgoogle.next_.jpg\" alt=\"\" width=\"193\" height=\"161\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/10\/cloud.withgoogle.next_.jpg 246w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/10\/cloud.withgoogle.next_-14x12.jpg 14w\" sizes=\"(max-width: 193px) 100vw, 193px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">3. \u062c\u0648\u062c\u0644 \u0643\u0644\u0627\u0648\u062f<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0642\u062f\u0645 \u062c\u0648\u062c\u0644 \u0643\u0644\u0627\u0648\u062f \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0646\u0641\u0633\u0647\u0627 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u062c\u0648\u062c\u0644 \u0644\u0645\u0646\u062a\u062c\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u0648\u062c\u0647\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0646\u0647\u0627\u0626\u064a. \u0645\u0646 \u0628\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u062e\u062f\u0645\u0627\u062a\u060c \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0623\u062f\u0648\u0627\u062a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0641\u0647\u0645\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u062a\u064f\u0633\u0647\u0651\u0644 \u0647\u0630\u0647 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0645\u0647\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0646 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u062a\u0641\u0633\u064a\u0631\u0647\u0627 \u0628\u0641\u0639\u0627\u0644\u064a\u0629.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u064a\u062d \u0645\u064a\u0632\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Cloud Natural Language \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627 \u062f\u0627\u062e\u0644 \u0627\u0644\u0646\u0635\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0639\u0644\u0645 \u0648\u0627\u0644\u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u0645\u0639 \u062a\u0648\u0641\u064a\u0631 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0641\u0635\u0644\u0629 \u0639\u0646 \u0643\u0644 \u0643\u064a\u0627\u0646. \u062a\u064f\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0641\u0647\u0645 \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0646\u0635\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0635\u0646\u064a\u0641\u0647 \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0646\u0647.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0644\u064a\u0644 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: cloud.google.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/googlecloud<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-31073\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/TextRazor.png\" alt=\"\" width=\"160\" height=\"160\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/TextRazor.png 224w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/TextRazor-150x150.png 150w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/TextRazor-12x12.png 12w\" sizes=\"(max-width: 160px) 100vw, 160px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">4. \u062a\u064a\u0643\u0633\u062a \u0631\u0627\u0632\u0648\u0631<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u062e\u0635\u0635 TextRazor \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u0648\u062a\u0642\u062f\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062a\u0645\u0643\u0646 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0645\u0646 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u0641\u0647\u0645 \u0639\u0646\u0627\u0635\u0631 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0646\u0635\u060c \u0645\u062b\u0644 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0648\u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a TextRazor \u0648\u0638\u0627\u0626\u0641 \u062a\u0634\u0645\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u063a\u0645\u0648\u0636\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0639\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0648\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639\u060c \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0639\u0628\u0631 19 \u0644\u063a\u0629. \u0648\u062a\u062f\u0645\u062c \u0642\u0627\u0639\u062f\u0629 \u0645\u0639\u0631\u0641\u064a\u0629 \u0634\u0627\u0645\u0644\u0629 \u0645\u0633\u062a\u0645\u062f\u0629 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062b\u0644 \u0648\u064a\u0643\u064a\u0628\u064a\u062f\u064a\u0627\u060c \u0648DBpedia\u060c \u0648\u0648\u064a\u0643\u064a \u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0644\u062a\u0639\u0632\u064a\u0632 \u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062e\u064a\u0627\u0631\u0627\u062a \u062a\u062e\u0635\u064a\u0635\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0625\u0636\u0627\u0641\u0629 \u0643\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u062f\u062f\u0629\u060c \u0648\u0642\u0648\u0627\u0639\u062f \u062a\u0635\u0646\u064a\u0641\u060c \u0648\u0623\u0646\u0645\u0627\u0637 \u0644\u063a\u0648\u064a\u0629 \u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0645.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a NLP \u0645\u0639 \u0648\u0638\u0627\u0626\u0641 \u0645\u062b\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u063a\u0645\u0648\u0636 \u0648\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0636\u0648\u0639\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 SDKs \u0641\u064a Python \u0648Java \u0648PHP\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0648\u062b\u0627\u0626\u0642 API REST \u0627\u0644\u062a\u0641\u0635\u064a\u0644\u064a\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u063a\u0645\u0648\u0636<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0639\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0635\u0646\u064a\u0641 \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0627\u0633\u062a\u0644\u0632\u0627\u0645 \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0631\u0627\u062f\u0641\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0625\u0645\u0644\u0627\u0621<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0648\u0642\u0639 \u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.textrazor.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: hello@textrazor.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: TextRazor Ltd.\u060c 86-90 \u0634\u0627\u0631\u0639 \u0628\u0648\u0644\u060c \u0644\u0646\u062f\u0646\u060c EC2A 4NE<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-31074\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Allganize--300x115.png\" alt=\"\" width=\"240\" height=\"92\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Allganize--300x115.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Allganize--18x7.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Allganize-.png 362w\" sizes=\"(max-width: 240px) 100vw, 240px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">5. \u0623\u0644\u062c\u0627\u0646\u064a\u0632\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0642\u062f\u0645 Allganize \u062d\u0644\u0648\u0644 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u064f\u0631\u0643\u0632 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP). \u062a\u0634\u062a\u0647\u0631 \u0627\u0644\u0634\u0631\u0643\u0629 \u0628\u062a\u0637\u0648\u064a\u0631 \u0623\u062f\u0648\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0642\u064a\u0651\u0645\u0629 \u0645\u0646 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0644\u0627\u0626\u0645\u0629 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER). \u0628\u0645\u0643\u0627\u062a\u0628\u0647\u0627 \u0641\u064a \u0647\u064a\u0648\u0633\u062a\u0646 \u0648\u0633\u064a\u0648\u0644 \u0648\u0637\u0648\u0643\u064a\u0648\u060c \u062a\u064f\u0642\u062f\u0645 Allganize \u062e\u062f\u0645\u0627\u062a\u0647\u0627 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 \u0628\u0641\u0636\u0644 \u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0648\u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0634\u0631\u0643\u0629\u060c \u0645\u062b\u0644 Alli LLM App Builder\u060c \u0645\u0646 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER) \u0644\u062a\u0632\u0648\u064a\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062e\u0628\u0631\u0629 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0631\u0643\u0632 \u062a\u0642\u0646\u064a\u062a\u0647\u0645 \u0639\u0644\u0649 \u062c\u0639\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0643\u064a\u0627\u0646 \u0648\u0641\u0647\u0645 \u0627\u0644\u0646\u0635\u0648\u0635 \u0641\u064a \u0645\u062a\u0646\u0627\u0648\u0644 \u0627\u0644\u062c\u0645\u064a\u0639 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062a\u062e\u0635\u0635 \u0641\u064a \u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER) \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0639\u0645\u0644 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0645\u062b\u0644 Alli LLM App Builder \u0648Alli Answer \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0622\u0644\u064a \u0648\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062e\u062f\u0645 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u0645\u0648\u064a\u0644 \u0648\u0627\u0644\u062a\u0623\u0645\u064a\u0646 \u0648SaaS.<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0646\u0634\u0626 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Alli LLM<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0633\u0648\u0642 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Alli<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0623\u0644\u064a \u0623\u0646\u0633\u0631<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.allganize.ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: en_biz@allganize.ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +1 832 384 5179<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: \u0639\u0646\u0627\u064a\u0629 Allganize\u060c 2700 Post Oak Blvd\u060c \u0627\u0644\u0637\u0627\u0628\u0642 21\u060c \u0647\u064a\u0648\u0633\u062a\u0646\u060c \u062a\u0643\u0633\u0627\u0633 77056<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/allganize<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/allganize<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/allganize<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-31075\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Sematext-300x158.jpg\" alt=\"\" width=\"235\" height=\"124\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Sematext-300x158.jpg 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Sematext-18x9.jpg 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Sematext.jpg 310w\" sizes=\"(max-width: 235px) 100vw, 235px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">6. \u0633\u064a\u0645\u0627\u062a\u0643\u0633\u062a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0642\u062f\u0645 Sematext \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646\u060c \u0648\u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0648\u0641\u0631\u0642 DevOps. \u0628\u062a\u0631\u0643\u064a\u0632\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u0631\u0624\u0649 \u0627\u0644\u0641\u0648\u0631\u064a\u0629 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062a\u064f\u0645\u0643\u0651\u0646 \u062d\u0644\u0648\u0644\u0647\u0627 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0628\u0643\u0641\u0627\u0621\u0629. \u062a\u0642\u062f\u0645 \u0627\u0644\u0634\u0631\u0643\u0629 \u062e\u062f\u0645\u0627\u062a\u0647\u0627 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a\u060c \u0645\u0646 \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0643\u062e\u062f\u0645\u0629 (SaaS).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0628\u0641\u0636\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629\u060c \u062a\u064f\u0628\u0633\u0651\u0637 Sematext \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER)\u060c \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0633\u062c\u0644\u0627\u062a. \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0623\u062a\u0645\u062a\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0647\u0651\u0644 \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0631\u0624\u0649 \u0639\u0645\u0644\u064a\u0629 \u0645\u0646 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0644\u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062a\u062e\u0635\u0635 \u0641\u064a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0627\u0644\u0631\u0624\u0649 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0639\u0644\u0649 \u0623\u062a\u0645\u062a\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0648\u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0633\u062c\u0644\u0627\u062a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sematext Cloud: \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0633\u062c\u0644\u0627\u062a Sematext: \u062d\u0644 \u064a\u0648\u0641\u0631 \u0631\u0624\u064a\u0629 \u0648\u0627\u0636\u062d\u0629 \u0644\u062c\u0645\u064a\u0639 \u0633\u062c\u0644\u0627\u062a\u0643<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0631\u0627\u0642\u0628\u0629 Sematext: \u0623\u062f\u0648\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0644\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0648\u0648\u0642\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0648\u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0638\u0627\u0645<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sematext NER: \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: sematext.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: info@sematext.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +1 347-480-1610<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/sematext-international-llc<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/Sematext<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/sematext<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-18575\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/Fast-Data-Science--300x61.png\" alt=\"\" width=\"300\" height=\"61\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/Fast-Data-Science--300x61.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/Fast-Data-Science-.png 500w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">7. \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0639<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0641\u0627\u0633\u062a \u062f\u0627\u062a\u0627 \u0633\u0627\u064a\u0646\u0633 \u0634\u0631\u0643\u0629 \u0627\u0633\u062a\u0634\u0627\u0631\u064a\u0629 \u062a\u064f\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629\u060c \u0648\u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u062f\u0648\u0627\u0626\u064a\u0629\u060c \u0648\u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0639\u0627\u0645. \u062a\u064f\u0642\u062f\u0645 \u0627\u0644\u0634\u0631\u0643\u0629 \u062d\u0644\u0648\u0644\u0627\u064b \u0641\u064a \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639 \u062a\u0631\u0643\u064a\u0632 \u062e\u0627\u0635 \u0639\u0644\u0649 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u064f\u0647\u064a\u0643\u0644\u0629 \u0625\u0644\u0649 \u0631\u0624\u0649 \u0639\u0645\u0644\u064a\u0629. \u062a\u0634\u0645\u0644 \u062e\u062f\u0645\u0627\u062a\u0647\u0627 \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062b\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0634\u0645\u0644 \u062e\u0628\u0631\u0629 \u0627\u0644\u0634\u0631\u0643\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642. \u0648\u064a\u0634\u0645\u0644 \u0639\u0645\u0644\u0647\u0627 \u062a\u062d\u0644\u064a\u0644 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0633\u0631\u064a\u0631\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629\u060c \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629. \u0643\u0645\u0627 \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0644\u0649 \u0646\u0634\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u062a\u0648\u0641\u0631 \u062a\u062f\u0631\u064a\u0628\u064b\u0627 \u0645\u0633\u062a\u0645\u0631\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062a\u062e\u0635\u0635 \u0641\u064a \u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0627\u0644\u0642\u0648\u064a \u0639\u0644\u0649 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062e\u0628\u0631\u0629 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062e\u0628\u0631\u0629 \u0648\u0627\u0633\u0639\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u0623\u062f\u0648\u064a\u0629 \u0648\u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0639\u0627\u0645<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u064a\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062e\u062f\u0645\u0627\u062a \u0646\u0634\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062d\u0644\u0648\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0646\u0634\u0631 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0648\u0642\u0639 \u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a: fastdatascience.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +44 20 3488 5740<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/fastdatascienc1<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/fastdatascience<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/fastdatascienceltd<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0646\u0633\u062a\u0642\u0631\u0627\u0645: www.instagram.com\/fastdatascience<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-18360\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/LeewayHertz-300x57.png\" alt=\"\" width=\"300\" height=\"57\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/LeewayHertz-300x57.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/LeewayHertz.png 514w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">8. \u0644\u064a\u0648\u0627\u064a \u0647\u064a\u0631\u062a\u0632<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0644\u064a\u0648\u0627\u064a \u0647\u064a\u0631\u062a\u0632 \u0634\u0631\u0643\u0629 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u062d\u0644\u0648\u0644 \u0645\u0628\u062a\u0643\u0631\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a. \u0648\u062a\u0645\u062a\u062f \u062e\u0628\u0631\u0629 \u0644\u064a\u0648\u0627\u064a \u0647\u064a\u0631\u062a\u0632 \u0644\u062a\u0634\u0645\u0644 \u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a\u060c \u0648\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0642\u062f\u0645 LeewayHertz \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER)\u060c \u0648\u0647\u064a \u0639\u0646\u0635\u0631 \u0623\u0633\u0627\u0633\u064a \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u062d\u064a\u062b \u062a\u064f\u062d\u0648\u0651\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646\u0638\u0645\u0629. \u062a\u064f\u062d\u062f\u062f \u062d\u0644\u0648\u0644 NER \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 \u0648\u062a\u064f\u0635\u0646\u0651\u0641 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0648\u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0648\u0627\u0644\u062a\u0648\u0627\u0631\u064a\u062e \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0642\u064a\u0629\u060c \u0636\u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u0645\u0643\u0651\u0646 LeewayHertz \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0631\u0624\u0649 \u0642\u064a\u0651\u0645\u0629 \u0645\u0646 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0646\u0635\u0648\u0635. \u064a\u062f\u0645\u062c \u0646\u0647\u062c\u0647\u0627 \u0627\u0644\u062a\u0631\u0645\u064a\u0632\u060c \u0648\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0623\u062c\u0632\u0627\u0621 \u0627\u0644\u0643\u0644\u0627\u0645\u060c \u0648\u0627\u0644\u062a\u062c\u0632\u0626\u0629\u060c \u0648\u0625\u0632\u0627\u0644\u0629 \u063a\u0645\u0648\u0636 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u062f\u0642\u0629 \u0641\u064a \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0633\u062a\u062e\u062f\u0645 \u0646\u0645\u0627\u0630\u062c \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 CRF \u0648 MEMM \u0644\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u062f\u0642\u064a\u0642 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0639\u0645\u0644 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0648\u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u063a\u0645\u0648\u0636 \u0639\u0646 \u0627\u0644\u0643\u064a\u0627\u0646 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u064a\u0627\u0642\u064a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646 \u0627\u0644\u0645\u0633\u0645\u0649<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0648\u0635\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0648\u0642\u0639 \u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.leewayhertz.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: sales@leewayhertz.com\u00a0\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: \u0627\u0644\u0637\u0627\u0628\u0642 \u0627\u0644\u062e\u0627\u0645\u0633\u060c \u0628\u0631\u062c C\u060c \u064a\u0648\u0646\u064a\u062a\u0643 \u0633\u0627\u064a\u0628\u0631 \u0628\u0627\u0631\u0643\u060c \u0627\u0644\u0642\u0637\u0627\u0639 39\u060c \u062c\u0648\u0631\u0648\u062c\u0631\u0627\u0645\u060c \u0647\u0627\u0631\u064a\u0627\u0646\u0627 122001\u060c \u0627\u0644\u0647\u0646\u062f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/LeewayHertz<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f \u0625\u0646: linkedin.com\/company\/leewayhertz-technologies\u00a0\u00a0\u00a0\u00a0\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/LeewayHertz<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-29563\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/02\/IBM-300x120.png\" alt=\"\" width=\"235\" height=\"94\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/02\/IBM-300x120.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/02\/IBM-18x7.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/02\/IBM.png 355w\" sizes=\"(max-width: 235px) 100vw, 235px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">9. \u0622\u064a \u0628\u064a \u0625\u0645\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0622\u064a \u0628\u064a \u0625\u0645 \u0634\u0631\u0643\u0629 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u062c\u0646\u0633\u064a\u0627\u062a \u062a\u064f\u0642\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0648\u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0648\u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629. \u062a\u064f\u0631\u0643\u0632 \u0627\u0644\u0634\u0631\u0643\u0629 \u0639\u0644\u0649 \u062a\u0648\u0641\u064a\u0631 \u062a\u0642\u0646\u064a\u0627\u062a \u0648\u062e\u062f\u0645\u0627\u062a \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a\u060c \u0645\u062b\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062d\u0644\u0648\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0628\u0644\u0648\u0643 \u062a\u0634\u064a\u0646\u060c \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0634\u0645\u0644 \u0645\u062d\u0641\u0638\u0629 IBM \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0648\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u0623\u062f\u0648\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0643\u0645\u0627 \u062a\u0642\u062f\u0645 \u0627\u0644\u0634\u0631\u0643\u0629 \u062e\u062f\u0645\u0627\u062a \u0627\u0633\u062a\u0634\u0627\u0631\u064a\u0629 \u0648\u0645\u0647\u0646\u064a\u0629 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062d\u062f\u062f\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0639\u0631\u0648\u0641 \u0628\u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0648\u0627\u062a\u0633\u0648\u0646\u060c \u0648\u0647\u0648 \u0646\u0638\u0627\u0645 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639\u0631\u0641\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0648\u062d\u0644\u0648\u0644 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0647\u062c\u064a\u0646\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062d\u0636\u0648\u0631 \u0642\u0648\u064a \u0641\u064a \u062e\u062f\u0645\u0627\u062a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 IBM Cloud \u0648\u062d\u0644\u0648\u0644 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0647\u062c\u064a\u0646\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 IBM Watson<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0645\u062b\u0644 \u062d\u0644\u0648\u0644 \u0627\u0644\u062d\u0627\u0633\u0628 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u0631\u0643\u0632\u064a 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\u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0648\u0642\u0639 \u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.ibm.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 1 \u0637\u0631\u064a\u0642 \u0646\u064a\u0648 \u0623\u0648\u0631\u0643\u0627\u0631\u062f\u060c \u0623\u0631\u0645\u0648\u0646\u0643\u060c \u0646\u064a\u0648\u064a\u0648\u0631\u0643 10504-1722\u060c \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: 1-800-426-4968<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u064a\u062f\u064a\u0646: www.linkedin.com\/company\/ibm<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/ibm<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0646\u0633\u062a\u0642\u0631\u0627\u0645: www.instagram.com\/ibm<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-31076\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Medallia.png\" alt=\"\" width=\"233\" height=\"131\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">10. \u0645\u064a\u062f\u0627\u0644\u064a\u0629<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u062e\u0635\u0635 \u0634\u0631\u0643\u0629 \u0645\u064a\u062f\u0627\u0644\u064a\u0627 \u0641\u064a \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 (XM). \u062a\u0642\u062f\u0645 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style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646 \u0627\u0644\u0645\u0633\u0645\u0649<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062d\u0644\u0648\u0644 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.medallia.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 6220 Stoneridge Mall Rd\u060c \u0627\u0644\u0637\u0627\u0628\u0642 2\u060c \u0628\u0644\u064a\u0632\u0627\u0646\u062a\u0648\u0646\u060c \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627 94588\u060c \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: 877-392-2794\u00a0\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/MedalliaInc<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/medallia<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/medallia-inc.<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-31077\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Cogito-Tech.jpg\" alt=\"\" width=\"159\" height=\"159\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">11. \u0643\u0648\u062c\u064a\u062a\u0648 \u062a\u064a\u0643<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0642\u062f\u0645 \u0634\u0631\u0643\u0629 \u0643\u0648\u062c\u064a\u062a\u0648 \u062a\u0643 \u062e\u062f\u0645\u0627\u062a \u0634\u0631\u062d \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u064a\u0647\u0627\u060c \u0648\u0647\u064a \u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a. \u062a\u0642\u062f\u0645 \u0627\u0644\u0634\u0631\u0643\u0629 \u062e\u062f\u0645\u0627\u062a \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER)\u060c \u062d\u064a\u062b \u062a\u062d\u062f\u062f \u0643\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u062f\u0627\u062e\u0644 \u0627\u0644\u0646\u0635\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0633\u0645\u0627\u0621 \u0648\u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a. \u0648\u064a\u0644\u0639\u0628 \u0647\u0630\u0627 \u062f\u0648\u0631\u064b\u0627 \u062d\u0627\u0633\u0645\u064b\u0627 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a\u060c \u0648\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062f\u0639\u0645 \u0634\u0628\u0643\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u0646 \u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0639\u0645\u0644\u064a\u0627\u062a \u0643\u0648\u062c\u064a\u062a\u0648\u060c \u062d\u064a\u062b \u062a\u0648\u0641\u0631 \u0645\u0639\u0627\u0644\u062c\u0629 \u064a\u062f\u0648\u064a\u0629 \u0648\u0622\u0644\u064a\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u062a\u0645\u062a\u062f \u062e\u062f\u0645\u0627\u062a\u0647\u0627 \u0645\u0646 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0646\u0635\u0648\u0635 \u0625\u0644\u0649 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0636\u0628\u0637\u0647\u0627.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a \u0634\u0631\u062d \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u064a\u0647\u0627 \u0644\u0645\u062e\u062a\u0644\u0641 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062a\u062e\u0635\u0635 \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER) \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062e\u0628\u0631\u0629 \u0641\u064a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062a\u0645\u0648\u064a\u0644<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u0631\u0642 \u0645\u064f\u062f\u0627\u0631\u0629 \u0644\u062e\u0628\u0631\u0629 \u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0635\u0646\u0627\u0639\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u0635\u0648\u062a\u064a \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 (\u062b\u0646\u0627\u0626\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f\u060c \u0648\u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f\u060c \u0648\u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0647\u0648\u064a\u0629 \u0627\u0644\u0639\u0645\u064a\u0644 (KYC) \u0648\u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.cogitotech.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 16 Horseshoe Lane\u060c Levittown\u060c \u0646\u064a\u0648\u064a\u0648\u0631\u0643 11756\u060c \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +1 516-342-5749<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: info@cogitotech.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/cogito-tech-ltd<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/cogitotech<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/CogitoLimited<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-29205\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/01\/appen.png\" alt=\"\" width=\"300\" height=\"95\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/01\/appen.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/01\/appen-18x6.png 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">12. \u062a\u0637\u0628\u064a\u0642<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u062e\u0635\u0635 Appen \u0641\u064a \u062e\u062f\u0645\u0627\u062a \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0634\u0631\u062d \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u062a\u0648\u0641\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u062a\u062f\u0639\u0645 \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u062e\u0627\u0635\u0629\u064b \u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0636\u0628\u0637 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0648\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0623\u062e\u0631\u0649. \u062a\u064f\u0639\u062f \u062e\u062f\u0645\u0627\u062a\u0647\u0627 \u062c\u0632\u0621\u064b\u0627 \u0644\u0627 \u064a\u062a\u062c\u0632\u0623 \u0645\u0646 \u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER)\u060c \u0645\u0645\u0627 \u064a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0631\u0624\u0649 \u0642\u064a\u0651\u0645\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 Appen \u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0644\u0649 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0639\u062f\u0627\u062f\u0647\u0627 \u0648\u0636\u0628\u0637\u0647\u0627 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062e\u0628\u0631\u0629 \u0641\u064a \u062e\u062f\u0645\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0633\u062a\u062e\u062f\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0636\u0628\u0637\u0647 \u0628\u062f\u0642\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062e\u0628\u0631\u0629 \u0641\u064a \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0639\u0644\u064a\u0647\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a \u0628\u0634\u0631\u064a\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0634\u0631\u062d \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u064a\u0647\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0648\u0627\u0644\u0643\u0644\u0627\u0645\u064a\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0648\u0642\u0639 \u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.appen.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: Level 6\/9 Help St Chatswood NSW 2067 Australia<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +61-2-9468-6300<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/appen<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/AppenGlobal<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/appenglobal<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-24302\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/09\/Repustate-300x94.jpeg\" alt=\"\" width=\"300\" height=\"94\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/09\/Repustate-300x94.jpeg 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/09\/Repustate-18x6.jpeg 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/09\/Repustate.jpeg 401w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">13. \u0646\u0641\u064a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0642\u062f\u0645 \u0634\u0631\u0643\u0629 Repustate \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u062a\u0634\u0645\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0648\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER). \u0635\u064f\u0645\u0645 \u062d\u0644 NER \u0627\u0644\u062e\u0627\u0635 \u0628\u0647\u0627 \u0644\u062a\u062d\u062f\u064a\u062f \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u0648\u0627\u0642\u0639\u060c \u0639\u0628\u0631 \u0644\u063a\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0639\u0632\u0632 \u0642\u062f\u0631\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0627\u0644\u0645\u064a\u064b\u0627. \u062a\u064f\u0633\u0647\u0651\u0644 \u0645\u0646\u0635\u0629 Repustate \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u0624\u0649 \u0623\u0633\u0631\u0639 \u0648\u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u0636\u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0623\u062f\u0648\u0627\u062a Repustate \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0648\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u062f\u0644\u0627\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0631\u0624\u0649 \u0639\u0645\u0644\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646. \u062a\u0633\u062a\u0637\u064a\u0639 \u062a\u0642\u0646\u064a\u0629 NER \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u0646\u0635\u060c \u0645\u0645\u0627 \u064a\u064f\u062d\u0633\u0651\u0646 \u062f\u0642\u0629 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u064f\u0637\u0628\u0651\u0642 \u062d\u0644\u0648\u0644 Repustate \u0628\u0623\u0642\u0644 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062f\u0639\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u062f\u0644\u0627\u0644\u064a \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0646\u0635\u0648\u0635<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062f\u0639\u0645 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0648NER<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639 \u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u0648\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0633\u0631\u064a\u0639\u0629 \u0645\u0639 \u062a\u0643\u0627\u0645\u0644\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u062f\u0644\u0627\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0646\u0635\u0648\u0635<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0641\u064a\u062f\u064a\u0648<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.repustate.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: info@repustate.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: www.x.com\/repustate<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/repustate<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: \/www.facebook.com\/Repustat<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-31078\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/OneAi.jpg\" alt=\"\" width=\"159\" height=\"159\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/OneAi.jpg 200w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/OneAi-150x150.jpg 150w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/OneAi-12x12.jpg 12w\" sizes=\"(max-width: 159px) 100vw, 159px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">14. \u0648\u0646 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\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u060c \u0645\u062b\u0644 \u0627\u0644\u0645\u0643\u0627\u0644\u0645\u0627\u062a \u0627\u0644\u0628\u0627\u0631\u062f\u0629\u060c \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0644\u0645\u0627\u062a\u060c \u0648\u062a\u0630\u0643\u064a\u0631 \u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f. \u062a\u0647\u062f\u0641 \u062a\u0642\u0646\u064a\u0629 OneAI \u0625\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0648\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u062a\u064f\u062d\u0627\u0643\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0628\u0634\u0631\u064a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u062f\u0645\u062c \u0627\u0644\u0634\u0631\u0643\u0629 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064f\u0633\u0645\u0651\u0627\u0629 (NER) \u0641\u064a \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064f\u0647\u064a\u0643\u0644\u0629 \u0645\u0646 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0648\u0641\u0647\u0645\u0647\u0627. \u064a\u064f\u0633\u0627\u0639\u062f \u0647\u0630\u0627 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0643\u064a\u0627\u0646\u0627\u062a \u0645\u064f\u062d\u062f\u062f\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0633\u0645\u0627\u0621 \u0648\u0627\u0644\u062a\u0648\u0627\u0631\u064a\u062e 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\u0648\u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0639\u0628\u0631 \u0627\u0644\u0647\u0627\u062a\u0641 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0631\u0635\u0627\u0635 \u0648\u0627\u0644\u062a\u0623\u0647\u064a\u0644<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0623\u062a\u0645\u062a\u0629 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0635\u0648\u062a\u064a \u0644\u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: oneai.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/one-ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/oneailabs<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">\u062e\u0627\u062a\u0645\u0629<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u0623\u0635\u0628\u062d \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 (NER) \u0639\u0646\u0635\u0631\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a\u060c \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0648\u0635\u0648\u0644\u064b\u0627 \u0625\u0644\u0649 \u0627\u0644\u062a\u0633\u0648\u064a\u0642\u060c \u0648\u063a\u064a\u0631\u0647\u0627. \u0648\u062a\u0648\u0641\u0631 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 \u0623\u062f\u0648\u0627\u062a \u0641\u0639\u0651\u0627\u0644\u0629 \u0644\u0623\u062a\u0645\u062a\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0633\u064a\u0646\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u064f\u062d\u0633\u0651\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0648\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u0648\u0645\u0639 \u062a\u0648\u0641\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 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