\u0644\u0642\u062f \u062a\u0637\u0648\u0631 \u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0645\u0646 \u0645\u062c\u0631\u062f \u0643\u0644\u0645\u0629 \u0637\u0646\u0627\u0646\u0629 \u0625\u0644\u0649 \u0636\u0631\u0648\u0631\u0629 \u062a\u062c\u0627\u0631\u064a\u0629. \u0645\u0639 \u062a\u0642\u062f\u0645\u0646\u0627 \u0641\u064a \u0639\u0627\u0645 2025\u060c \u062a\u062a\u0641\u0648\u0642 \u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0628\u0646\u0649 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a \u0639\u0644\u0649 \u0645\u0646\u0627\u0641\u0633\u064a\u0647\u0627 \u0628\u0645\u0639\u062f\u0644\u0627\u062a \u063a\u064a\u0631 \u0645\u0633\u0628\u0648\u0642\u0629. \u0625\u0644\u064a\u0643\u0645 \u062e\u0645\u0633\u0629 \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u062d\u0627\u0633\u0645\u0629 \u062a\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0631\u0642\u0645\u064a\u0629. <\/p>\n
1. \u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong><\/p>\n \u0644\u0645 \u064a\u0639\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u062a\u0639\u0644\u0642 \u0641\u0642\u0637 \u0628\u0627\u0644\u0623\u062a\u0645\u062a\u0629\u060c \u0628\u0644 \u064a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u062a\u0639\u0632\u064a\u0632. \u062a\u0633\u062a\u0641\u064a\u062f \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u0624\u0649 \u0623\u0639\u0645\u0642 \u062d\u0648\u0644 \u0633\u0644\u0648\u0643 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0633\u0648\u0642 \u0648\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a. \u062a\u062a\u0646\u0628\u0623 \u0623\u062f\u0648\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0627\u0644\u0622\u0646 \u0628\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0628\u062f\u0642\u0629 \u062a\u0635\u0644 \u0625\u0644\u0649 85\u066a\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0646 \u0645\u0646 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0633\u062a\u0628\u0627\u0642\u064a\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629. <\/p>\n 2. \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0641\u0627\u0626\u0642\u0629<\/strong><\/p>\n \u0625\u0646 \u062f\u0645\u062c \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u064a\u0629 (RPA) \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u0643\u0648\u062f \u064a\u062e\u0644\u0642 \u0623\u0646\u0638\u0645\u0629 \u0623\u062a\u0645\u062a\u0629 \u0641\u0627\u0626\u0642\u0629. \u062a\u0642\u0648\u0645 \u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0628\u0623\u062a\u0645\u062a\u0629 \u0644\u064a\u0633 \u0641\u0642\u0637 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629 \u0648\u0644\u0643\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0628\u0623\u0643\u0645\u0644\u0647\u0627. \u062a\u0638\u0647\u0631 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0623\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0646\u0641\u0630 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0641\u0627\u0626\u0642\u0629 \u062a\u0642\u0644\u0644 \u0645\u0646 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0628\u0646\u0633\u0628\u0629 30-40\u066a \u0645\u0639 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0633\u0631\u0639\u0629. <\/p>\n 3. \u062a\u0628\u0646\u064a \u0628\u0646\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0623\u0635\u0644\u064a\u0629<\/strong><\/p>\n \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0642\u062f\u064a\u0645\u0629 \u0628\u0633\u0631\u0639\u0629 \u0639\u0641\u0627 \u0639\u0644\u064a\u0647\u0627 \u0627\u0644\u0632\u0645\u0646. \u062a\u0648\u0641\u0631 \u0627\u0644\u0628\u0646\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u0623\u0635\u0644\u064a\u0629 \u0627\u0644\u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0635\u063a\u0631\u0629 \u0648\u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0628\u062f\u0648\u0646 \u062e\u0627\u062f\u0645 \u0627\u0644\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628\u0647\u0627 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062d\u062f\u064a\u062b\u0629. \u062a\u0634\u064a\u0631 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0625\u0644\u0649 \u0623\u0646 \u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u0623\u0635\u0644\u064a\u0629 \u062a\u062d\u0642\u0642 \u0623\u0648\u0642\u0627\u062a \u0646\u0634\u0631 \u0623\u0633\u0631\u0639 \u0628\u0646\u0633\u0628\u0629 50\u066a \u0648\u062a\u062e\u0641\u064a\u0636\u064b\u0627 \u0641\u064a \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0628\u0646\u0633\u0628\u0629 60\u066a. <\/p>\n 4. \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0643\u0639\u0627\u0645\u0644 \u062a\u0645\u0643\u064a\u0646 \u0644\u0644\u0623\u0639\u0645\u0627\u0644<\/strong><\/p>\n \u0644\u0645 \u064a\u0639\u062f \u0627\u0644\u0623\u0645\u0646 \u0645\u062c\u0631\u062f \u0641\u0643\u0631\u0629 \u0644\u0627\u062d\u0642\u0629\u060c \u0628\u0644 \u0647\u0648 \u0645\u064a\u0632\u0629 \u062a\u0646\u0627\u0641\u0633\u064a\u0629. \u062a\u0639\u0645\u0644 \u0628\u0646\u064a\u0629 \u0627\u0644\u062b\u0642\u0629 \u0627\u0644\u0635\u0641\u0631\u064a\u0629 \u0648\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0647\u0648\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u0644\u0648\u0643 \u062a\u0634\u064a\u0646 \u0639\u0644\u0649 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0645\u0646 \u0636\u0631\u0648\u0631\u0629 \u062f\u0641\u0627\u0639\u064a\u0629 \u0625\u0644\u0649 \u0639\u0627\u0645\u0644 \u062a\u0645\u0643\u064a\u0646 \u0644\u0644\u0623\u0639\u0645\u0627\u0644. \u062a\u0631\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u0644\u062f\u064a\u0647\u0627 \u0623\u0637\u0631 \u0623\u0645\u0646\u064a\u0629 \u0642\u0648\u064a\u0629 \u0632\u064a\u0627\u062f\u0629 \u0628\u0646\u0633\u0628\u0629 40\u066a \u0641\u064a \u062a\u0642\u064a\u064a\u0645\u0627\u062a \u062b\u0642\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. <\/p>\n 5. \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/strong><\/p>\n \u0641\u064a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u0645\u062a\u0631\u0627\u0628\u0637 \u0627\u0644\u064a\u0648\u0645\u060c \u062a\u0639\u062f \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0647\u064a \u0627\u0644\u0631\u0627\u0628\u0637 \u0627\u0644\u0630\u064a \u064a\u0631\u0628\u0637 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0639\u064b\u0627. \u064a\u062a\u064a\u062d \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0633\u0644\u0633 \u0628\u064a\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a\u060c \u0648\u064a\u0633\u0647\u0644 \u0627\u0644\u0646\u0638\u0645 \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u0621\u060c \u0648\u064a\u0633\u0631\u0639 \u0627\u0644\u0648\u0642\u062a \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0633\u0648\u0642 \u0644\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629. \u062a\u0637\u0644\u0642 \u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u0644\u062f\u064a\u0647\u0627 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