1. \u0627\u0644\u0645\u0642\u062f\u0651\u0645\u0629<\/strong><\/h1>\n\u0628\u0627\u062a \u0627\u0644\u062a\u0651\u0637\u0648\u0651\u0631 \u0627\u0644\u062a\u0651\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u060c \u0648\u0627\u0644\u062a\u0651\u062d\u0648\u0651\u0644 \u0627\u0644\u0631\u0651\u0642\u0645\u064a\u060c \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u062a\u0651\u0634\u063a\u064a\u0644\u064a\u0651\u0629\u060c \u0648\u0627\u0644\u062b\u0651\u0648\u0631\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u064a\u0651\u0629 \u0648\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u062a\u0651\u0642\u0646\u064a \u0627\u0644\u0631\u0651\u064a\u0627\u062f\u064a \u0648\u063a\u064a\u0631\u0647\u0627 \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0635\u0637\u0644\u062d\u0627\u062a\u060c \u062a\u064f\u0634\u0643\u0651\u0650\u0644\u064f \u062f\u0641\u0651\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0627\u0644\u0645\u062d\u0648\u0631\u0651\u064a\u0651\u0629 \u0641\u064a \u062d\u064a\u0627\u062a\u0646\u0627 \u0648\u0623\u0633\u0627\u0633 \u0623\u064a\u0651 \u062a\u0648\u062c\u064a\u0647\u064d \u0648\u062a\u0639\u0632\u064a\u0632\u064d \u0644\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a \u0648\u062f\u0639\u0645 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0627\u0644\u0645\u0631\u0646 \u0646\u062d\u0648 \u0628\u064a\u0626\u0629 \u0623\u0643\u062b\u0631 \u0645\u0647\u0646\u064a\u0651\u0629 \u0648\u0627\u0633\u062a\u0642\u0644\u0627\u0644\u064a\u0651\u0629 \u0645\u0639 \u0627\u0644\u062a\u0651\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0631\u0641\u0639 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u062a\u0643\u0644\u0641\u0629\u064d \u0645\u0627\u0644\u064a\u0651\u0629\u064d \u0648\u0632\u0645\u0646\u064a\u0651\u0629\u064d \u0623\u0642\u0644\u060c \u0648\u0644\u0643\u0646\u060c \u0625\u0646 \u0627\u0633\u062a\u0648\u0642\u0641\u0646\u0627 \u0627\u0644\u0641\u0636\u0648\u0644 \u0625\u0632\u0627\u0621 \u0643\u0644\u0651 \u0645\u062c\u0631\u064a\u0627\u062a \u0639\u0627\u0644\u0645 \u0627\u0644\u062a\u0651\u0637\u0648\u0651\u0631 \u0647\u0630\u0627 \u0648\u062a\u0641\u0627\u0635\u064a\u0644\u0647\u060c \u0641\u0633\u0646\u0631\u0649 \u0623\u0646\u0651\u0647 \u0625\u0645\u0651\u0627 \u0646\u062a\u0627\u062c\u064c \u0644\u0645\u062d\u0627\u0643\u0627\u0629\u064d \u0648\u0627\u0642\u0639\u064a\u0651\u0629\u064d \u0648\u0645\u0641\u0627\u0647\u064a\u0645\u064a\u0651\u0629 \u0636\u0645\u0646 \u0625\u0637\u0627\u0631 \u062a\u062e\u0635\u064a\u0635\u064d \u062c\u062f\u064a\u062f \u0648\u0625\u0645\u0651\u064e\u0627 \u0627\u0646\u063a\u0645\u0627\u0633\u064c \u062c\u0632\u0626\u064a\u0651\u064c \/ \u0643\u0644\u0651\u064a\u0651\u064c \u0644\u0645\u0628\u0627\u062f\u0626 \u0648\u0623\u0633\u0627\u0644\u064a\u0628 \u0645\u0646 \u062c\u0647\u062a\u064a\u0646 \u0623\u0648 \u0623\u0643\u062b\u0631 \u062a\u062a\u0634\u0627\u0631\u0643\u0627\u0646 \u0627\u0644\u0631\u0651\u0624\u0649 \u0646\u0641\u0633\u0647\u0627.<\/p>\n
\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 \u0644\u0627 \u0627\u0644\u062d\u0635\u0631\u060c \u0645\u0627\u0630\u0627 \u0644\u0648 \u062a\u0628\u0646\u0651\u064a\u0646\u0627 \u0645\u0628\u062f\u0623 “\u0641\u064a \u0627\u0644\u062a\u0651\u0639\u0627\u0648\u0646 \u0642\u0648\u0651\u0629<\/b>“\u061f<\/p>\n
\u0623\u0644\u064a\u0633 \u062d\u0642\u0651\u064b\u0627 \u0623\u0646\u0651 \u0647\u0630\u0627 \u0627\u0644\u0645\u0628\u062f\u0623 \u062f\u0639\u0645 \u0627\u0644\u062a\u0651\u0637\u0648\u0651\u0631 \u0627\u0644\u062a\u0651\u0646\u0638\u064a\u0645\u064a \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0627\u0644\u0641\u0631\u062f \u0648\u0635\u0648\u0644\u064b\u0627 \u0644\u0647\u064a\u0643\u0644\u064d \u062a\u0646\u0638\u064a\u0645\u064a\u0651\u064d \u0634\u0627\u0645\u0644\u064d \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0638\u0651\u0645\u0627\u062a \u0648\u0627\u0644\u0634\u0651\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u0624\u0633\u0651\u0633\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0651\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u0645\u0627 \u0641\u064a\u0647\u0627 \u0627\u0644\u0645\u062f\u064a\u0631\u064a\u0651\u0627\u062a \u0627\u0644\u062a\u0651\u0627\u0628\u0639\u0629 \u0644\u0647\u0627 \u0623\u0635\u0648\u0644\u064b\u0627\u060c \u0645\u062c\u0633\u0651\u062f\u064b\u0627 \u0628\u0627\u0644\u0641\u0639\u0644 \u0631\u0648\u062d \u0627\u0644\u062a\u0651\u0646\u0627\u063a\u0645 \u0648\u0627\u0644\u062a\u0651\u0646\u0633\u064a\u0642 \u0627\u0644\u0639\u0627\u0644\u064a \u0648\u0627\u0644\u062a\u0651\u0646\u0638\u064a\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0628\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u062a\u0651\u0639\u0627\u0648\u0646\u064a\u0651\u0629\u060c \u0648\u0645\u062d\u0642\u0651\u0642\u064b\u0627 \u0642\u0648\u0651\u0629\u064b \u062a\u0646\u0641\u064a\u0630\u064a\u0651\u0629\u064b \u0648\u0625\u0646\u062a\u0627\u062c\u064a\u0651\u0629\u064b \u0623\u0639\u0644\u0649 \u0645\u062a\u0641\u0648\u0651\u0642\u064b\u0627 \u0628\u0630\u0644\u0643 \u0639\u0644\u0649 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0641\u0631\u062f\u064a\u061f!!<\/p>\n
\u0647\u0630\u0627 \u062a\u0645\u0627\u0645\u064b\u0627 \u0645\u0627 \u062a\u0637\u0645\u062d \u0625\u0644\u064a\u0647 “\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621” (multi-agent systems)<\/b> \u0628\u0648\u0635\u0641\u0647\u0627 “\u063a\u0632\u0648\u064b\u0627” \u0645\u0639\u0631\u0641\u064a\u0651\u064b\u0627 \u062c\u062f\u064a\u062f\u064b\u0627 \u0641\u064a \u0627\u0644\u0623\u0648\u0633\u0627\u0637 \u0627\u0644\u0628\u062d\u062b\u064a\u0651\u0629 \u0648\u0627\u0644\u062a\u0651\u0642\u0646\u064a\u0651\u0629\u061b \u0644\u064a\u0633 \u0628\u0635\u0641\u0629 \u0648\u0643\u064a\u0644\u064b\u0627 (\u0641\u0631\u062f) \u0648\u0627\u062d\u062f \u0648\u0625\u0646\u0645\u0651\u0627 \u0645\u0646\u0638\u0648\u0645\u0627\u062a \u0645\u062a\u062e\u0635\u0651\u0635\u0629 \u0645\u0633\u062a\u0642\u0644\u0651\u0629 \u0648\u0634\u0628\u0643\u0629 \u0645\u0646 \u0627\u0644\u0639\u0642\u0648\u0644 \u0627\u0644\u0631\u0651\u0642\u0645\u064a\u0651\u0629 \u0627\u0644\u062a\u0651\u0639\u0627\u0648\u0646\u064a\u0651\u0629 \u0623\u0643\u062b\u0631 \u0641\u0627\u0639\u0644\u064a\u0651\u0629 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0648\u0627\u0644\u062a\u0651\u062d\u062f\u0651\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0641\u064a \u0639\u0635\u0631\u0646\u0627 \u0627\u0644\u0631\u0651\u0627\u0647\u0646.<\/p>\n2. \u0645\u0627 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0625\u0630\u0646\u061f<\/b><\/h1>\n
\u064a\u0645\u0643\u0646 \u0627\u0644\u0646\u0651\u0638\u0631 \u0625\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 -\u0643\u0645\u0627 \u0623\u0634\u0631\u0646\u0627 \u0633\u0627\u0628\u0642\u064b\u0627- \u0628\u0623\u0646\u0651\u0647\u0627 \u062a\u062c\u0633\u064a\u062f\u0651 \u0639\u0645\u0644\u064a\u0651\u064c \u0644\u0642\u0627\u0644\u0628\u064d \u062a\u0646\u0638\u064a\u0645\u064a\u0651\u064d \u0645\u0648\u062d\u0651\u062f\u064d \u0628\u0643\u0644\u0651 \u0645\u0627 \u064a\u064f\u0628\u0646\u0649 \u0639\u0644\u064a\u0647 \u0645\u0646 \u0625\u062f\u0627\u0631\u0629 \u0639\u0644\u064a\u0627\u060c \u0648\u0623\u0642\u0633\u0627\u0645\u064d \u062a\u0646\u0641\u064a\u0630\u064a\u0651\u0629\u060c \u0648\u0633\u064a\u0627\u0633\u0629 \u0639\u0645\u0644\u060c \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0651\u0627\u062a\u064d \u062a\u0633\u0648\u064a\u0642\u064a\u0651\u0629 \u0648\u062e\u0637\u0637\u064d \u062a\u0639\u0627\u0648\u0646\u064a\u0651\u0629 \u0648\u0622\u0644\u064a\u0651\u0627\u062a \u062a\u0648\u0627\u0635\u0644 \u0648\u0645\u0631\u0627\u062c\u0639\u0629\u060c \u0648\u062d\u062a\u0651\u0649 \u0623\u064a\u0636\u064b\u0627 \u0645\u0627 \u064a\u0646\u062a\u062c \u0639\u0646\u0647 \u0645\u0646 \u0635\u064a\u0627\u063a\u0629 \u0627\u0644\u0639\u0642\u0648\u062f\u060c \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0651\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062f\u0651\u0648\u0631\u064a\u0651\u0629\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0642\u062a\u0631\u0627\u062d \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u062a\u0651\u0637\u0648\u064a\u0631\u064a\u0651\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0628\u0639\u064a\u062f\u061b \u0623\u064a \u0628\u0643\u0644\u0645\u0627\u062a\u064d \u0623\u062e\u0631\u0649: \u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0629\u064c \u0645\u0646 \u0627\u0644\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0648\u0643\u064a\u0644\u064a\u0651\u0629 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0651\u0629<\/b> (agents) \u0623\u064a \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a (entities) \u0627\u0644\u0651\u062a\u064a \u062a\u062a\u0641\u0627\u0639\u0644 \u0628\u064a\u0646 \u0628\u0639\u0636\u0647\u0627 \u0627\u0644\u0628\u0639\u0636 \u0636\u0645\u0646 \u0628\u064a\u0626\u0629 \u0639\u0645\u0644 \u0645\u062d\u062f\u0651\u062f\u0629\u061b \u0645\u0646 \u0623\u062c\u0644 \u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u062a\u0623\u062f\u064a\u0629 \u0623\u062f\u0648\u0627\u0631\u0647\u0627 \u0627\u0644\u062a\u0651\u062e\u0635\u0651\u0635\u064a\u0651\u0629 \u0648\u0641\u0642 \u0625\u0645\u0643\u0627\u0646\u064a\u0651\u0627\u062a \u0648\u0645\u0647\u0627\u0631\u0627\u062a \u0643\u0644\u0651\u064d \u0645\u0646\u0647\u0627\u060c \u0641\u064a \u0633\u0628\u064a\u0644 \u062a\u062d\u0642\u064a\u0642 \u0647\u062f\u0641\u064d \u0645\u0634\u062a\u0631\u0643\u064d \u0623\u0648 \u062d\u0644\u0651 \u0645\u0634\u0643\u0644\u0629\u064d \u0645\u0627 \u0628\u0627\u0644\u062a\u0651\u0648\u0632\u064a\u0639.<\/b><\/p>\n3. \u0646\u0638\u0631\u0629\u064c \u0634\u0645\u0648\u0644\u064a\u0651\u0629\u064c \u062d\u0648\u0644 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621<\/b><\/h1>\n
\u0628\u0639\u062f \u0627\u0644\u0627\u0637\u0651\u0644\u0627\u0639 \u0639\u0644\u0649 \u0645\u0641\u0647\u0648\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0638\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u0651\u0639\u0627\u0648\u0646\u064a\u0651\u0629 \u0648\u0642\u0628\u0644 \u0627\u0644\u062e\u0648\u0636 \u0641\u064a \u0622\u0644\u064a\u0651\u0629 \u0639\u0645\u0644\u0647\u0627\u060c \u0644\u0627\u0628\u062f\u0651 \u0644\u0646\u0627 \u0645\u0646 \u0627\u0644\u062a\u0651\u0637\u0631\u0651\u0642 \u0628\u062f\u0627\u064a\u0629\u064b \u0644\u0644\u062d\u062f\u064a\u062b \u0639\u0646 \u0627\u0644\u0625\u0637\u0627\u0631 \u0627\u0644\u0639\u0627\u0645 \u0644\u0647\u0627 \u0645\u0646 \u0647\u064a\u0643\u0644\u064d \u0648\u0628\u0646\u064a\u0629\u064d \u0645\u0639\u0645\u0627\u0631\u064a\u0651\u0629\u064d\u060c \u0648\u0645\u0643\u0648\u0651\u0646\u0627\u062a\u064d \u0628\u0623\u062f\u0648\u0627\u0631 \u062a\u062e\u0635\u0651\u0635\u064a\u0651\u0629\u060c \u062a\u062e\u062f\u0645 \u0637\u0628\u064a\u0639\u0629 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0647\u064a\u0643\u0644\u064a\u0651\u0629 \u0639\u0644\u0649 \u0627\u062e\u062a\u0644\u0627\u0641\u0647\u0627\u060c \u0648\u062a\u0633\u0627\u0639\u062f\u0646\u0627 \u0641\u064a \u0628\u0646\u0627\u0621 \u0635\u0648\u0631\u0629\u064d \u0634\u0627\u0645\u0644\u0629 \u0627\u0644\u0623\u0631\u0643\u0627\u0646 \u062d\u0648\u0644\u0647\u0627.<\/b><\/p>\n1.3 \u0623\u0646\u0648\u0627\u0639 \u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0639\u0645\u0644 \u0644\u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629<\/b><\/h2>\n
\u0625\u0646\u0651 \u0627\u0644\u0623\u062f\u0648\u0627\u0631 \u0648\u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0651\u0627\u062a \u0648\u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0651\u0629 \u0627\u0644\u0645\u0648\u0643\u0644\u0629 \u0644\u0643\u0644\u0651 \u0648\u0643\u064a\u0644\u064d \u0636\u0645\u0646 \u0627\u0644\u0634\u0651\u0628\u0643\u0629 \u0648\u062a\u0641\u0627\u0639\u0644\u0627\u062a\u0647 \u0627\u0644\u0645\u062d\u062f\u0651\u062f\u0629\u061b \u062a\u0633\u062a\u062f\u0639\u064a \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0625\u0644\u0649 \u0623\u0646\u0648\u0627\u0639\u064d \u0639\u062f\u0651\u0629 \u0645\u062e\u062a\u0644\u0641\u0629\u064d \u062a\u064f\u0644\u062e\u0651\u0635\u0651 \u0648\u0641\u0642 \u0627\u0644\u0634\u0651\u0643\u0644 \u0627\u0644\u0622\u062a\u064a:<\/p>\n
\u0627\u0644\u0634\u0651\u0643\u0644 (1): \u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 (MAS).<\/b><\/p>\n<\/div><\/div><\/div><\/div><\/div>![](\"https:\/\/syssr.org\/wp-content\/uploads\/2026\/08\/image-1.png\" "\\"image")
<\/span><\/div><\/div><\/div><\/div><\/div>\n- \u0627\u0644\u0647\u064a\u0643\u0644 \u0645\u062a\u0633\u0627\u0648\u064a \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a (<\/strong>Equi-Level Structure<\/strong>): <\/strong>\u0647\u0646\u0627 \u064a\u0643\u0648\u0646 \u0644\u0643\u0644\u0651 \u0648\u0643\u064a\u0644\u064d \u062f\u0648\u0631\u0647 \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u062a\u0647 \u0627\u0644\u062e\u0627\u0635\u0651\u0629 \u0648\u0644\u0643\u0646 \u0645\u0646 \u062f\u0648\u0646 \u0623\u064a\u0651 \u0645\u064a\u0632\u0629\u064d \u0647\u0631\u0645\u064a\u0651\u0629\u064d \u062a\u064f\u0644\u062d\u0642 \u0628\u0623\u064a\u0651\u064d \u0645\u0646\u0647\u0627\u060c \u0645\u062b\u0644 \u0627\u0644\u0646\u0651\u0638\u0627\u0645 \u0627\u0644\u0645\u0648\u0632\u0651\u0639 \u0627\u0644\u0644\u0651\u0627\u0645\u0631\u0643\u0632\u064a. \u0648\u0645\u0646 \u062b\u0645\u0651\u064e \u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u062f\u0649 \u0648\u0643\u0644\u0627\u0621 \u0647\u0630\u0627 \u0627\u0644\u0646\u0651\u0645\u0637 \u0623\u0647\u062f\u0627\u0641\u064c \u0645\u062a\u0634\u0627\u0628\u0647\u0629\u064c<\/strong>\u060c \u0641\u0645\u0646 \u0627\u0644\u0637\u0651\u0628\u064a\u0639\u064a \u0623\u0646 \u064a\u062a\u0645\u0651 \u0627\u0644\u062a\u0651\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u062a\u0651\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a\u064d \u062c\u0645\u0627\u0639\u064a\u0651\u0629\u064d \u0648\u062a\u0642\u0627\u0633\u0645 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0651\u0627\u062a \u0628\u063a\u064a\u0629 \u062a\u062d\u0642\u064a\u0642 \u0647\u062f\u0641\u064d \u0645\u0634\u062a\u0631\u0643\u064d \u062f\u0648\u0646 \u0642\u064a\u0627\u062f\u0629\u064d \u0645\u0631\u0643\u0632\u064a\u0651\u0629\u064d\u060c \u0648\u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0628\u0644 \u0625\u0646 \u0643\u0627\u0646 \u0644\u062f\u064a\u0647\u0645 \u0623\u0647\u062f\u0627\u0641\u064c \u0645\u062a\u0639\u0627\u0631\u0636\u0629\u064c<\/strong> \u0639\u0646\u062f\u0647\u0627 \u0633\u064a\u062a\u0645\u0651 \u0641\u062a\u062d \u0637\u0627\u0648\u0644\u0629 \u0627\u0644\u062a\u0651\u0641\u0627\u0648\u0636 \u0648\u0627\u0644\u0646\u0651\u0642\u0627\u0634 \u0628\u064a\u0646\u0647\u0645 \u0641\u064a \u0633\u0628\u064a\u0644 \u0627\u0644\u062a\u0651\u0648\u0635\u0651\u0644 \u0625\u0644\u0649 \u062d\u0644\u0648\u0644\u064d \u0646\u0647\u0627\u0626\u064a\u0651\u0629\u064d \u0644\u0644\u0645\u0634\u0643\u0644\u0629.<\/li>\n
- \u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u0647\u0631\u0645\u064a (<\/strong>Hierarchical Structure):<\/strong> \u0647\u0646\u0627 \u0644\u0643\u0644\u0651 \u0648\u0643\u064a\u0644\u064d \u062f\u0648\u0631\u064c \u0645\u0637\u0627\u0628\u0642\u064c \u0644\u0645\u0633\u062a\u0648\u0649 \u062a\u0648\u0627\u062c\u062f\u0647 \u0627\u0644\u0647\u0631\u0645\u064a\u0651 \u0623\u064a \u0633\u064a\u0643\u0648\u0646 \u0644\u062f\u064a\u0646\u0627 <\/span>\u0642\u0627\u0626\u062f\u064c <\/strong>(leader) \u0644\u0644\u062a\u0651\u0648\u062c\u064a\u0647 \u0648\u0627\u0644\u062a\u0651\u062e\u0637\u064a\u0637\u060c \u0648\u0648\u0627\u062d\u062f\u064c \u0623\u0648 \u0623\u0643\u062b\u0631 \u0645\u0646 <\/span>\u0627\u0644\u0623\u062a\u0628\u0627\u0639 <\/strong>(followers) \u0627\u0644\u0651\u0630\u064a\u0646 \u064a\u0646\u0641\u0630\u0648\u0646 \u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u062f (\u0627\u0644\u0633\u0651\u0644\u0637\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0651\u0629). \u0648\u0645\u0646 \u062b\u0645\u0651\u064e \u0639\u0645\u0644\u064a\u0651\u0629 \u0635\u0646\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0636\u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u0647\u064a\u0643\u0644 \u0633\u062a\u0623\u062e\u0630 \u0637\u0627\u0628\u0639\u064b\u0627 \u0648\u062a\u0631\u062a\u064a\u0628\u064b\u0627 \u062a\u0633\u0644\u0633\u0644\u064a\u0651\u064b\u0627 \u0628\u0641\u0636\u0644 \u0627\u0644\u0648\u0643\u064a\u0644 \u0627\u0644\u0642\u0627\u0626\u062f \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0639\u0646 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0628\u0634\u0643\u0644 \u062a\u0639\u0644\u064a\u0645\u0627\u062a\u064d (instructions) \u0645\u062b\u0644\u064b\u0627\u060c \u0648\u0645\u0627 \u064a\u0646\u062a\u062c \u0639\u0646\u0647\u0627 \u0645\u0646 \u0627\u062a\u0651\u062e\u0627\u0630 \u0625\u062c\u0631\u0627\u0621\u0627\u062a\u064d (actions) \u0645\u0648\u0627\u0641\u0642\u0629 \u0644\u0647\u0627 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0623\u0637\u0631\u0627\u0641 \u0627\u0644\u062a\u0651\u0627\u0628\u0639\u0629.<\/span><\/li>\n
- \u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u0645\u062a\u062f\u0627\u062e\u0644 (<\/strong>Nested Structure<\/strong>): <\/strong>\u0623\u0648 \u0645\u0627 \u064a\u0639\u0631\u0641 \u0628\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0647\u062c\u064a\u0646\u0629 (<\/strong>Hybrid Structure)<\/strong>\u060c \u0648\u0647\u0646\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u0642\u0648\u0644: \u0645\u0627 \u062f\u0627\u0645 \u064a\u0642\u0639 \u0639\u0644\u0649 \u0639\u0627\u062a\u0642 \u0628\u0639\u0636 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u062a\u0651\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u0647\u0627\u0645 \u0645\u0639\u0642\u062f\u0629\u060c \u0641\u0633\u064a\u0643\u0648\u0646 \u0645\u0646 \u0627\u0644\u0623\u062c\u062f\u0631 \u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0625\u0644\u0649 \u0645\u0647\u0627\u0645 \u0623\u0635\u063a\u0631 \u0648\u0625\u0646\u0634\u0627\u0621 \u0646\u0638\u0627\u0645\u064d \u0641\u0631\u0639\u064a\u0651\u064d (sub-system) \u0633\u0648\u0627\u0621 \u0623\u0643\u0627\u0646 \u0628\u0647\u064a\u0643\u0644\u064d \u0645\u062a\u0633\u0627\u0648\u064a \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0623\u0645 \u0647\u064a\u0643\u0644 \u0647\u0631\u0645\u064a\u0651 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u0639\u0627\u0646\u0629 \u0628\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0644\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0625\u0646\u062c\u0627\u0632 \u0647\u0630\u0647 \u0627\u0644\u0645\u0647\u0627\u0645. \u0639\u0646\u062f\u0647\u0627 \u0633\u062a\u0644\u0639\u0628 \u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0651\u062f\u0627\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u0636\u0644\u064b\u0627 \u0639\u0646 \u0639\u0648\u0627\u0645\u0644 \u062a\u0623\u062b\u064a\u0631\u064d \u062e\u0627\u0631\u062c\u064a\u0651\u0629\u064d \u0644\u0647\u0627 \u062f\u0648\u0631\u0647\u0627 \u0641\u064a \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0651\u0639\u0642\u064a\u062f\u064a \u0644\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0651\u0627\u062a \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a.<\/li>\n
- \u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u062f\u0651\u064a\u0646\u0627\u0645\u064a\u0643\u064a: (<\/strong>Dynamic Structure<\/strong>) \u0647\u0646\u0627 \u064a\u0643\u0648\u0646 \u0644\u062f\u064a\u0646\u0627 \u0639\u0648\u0627\u0645\u0644 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0651\u063a\u064a\u0631 \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a \u0648\u0645\u062a\u0639\u0644\u0651\u0642\u0629 \u0628\u062d\u0627\u0644\u0629 \u0627\u0644\u0646\u0651\u0638\u0627\u0645\u060c \u0645\u062b\u0644: \u062f\u0648\u0631 \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0639\u062f\u062f\u0647\u0627 \u0648\u0639\u0644\u0627\u0642\u0627\u062a\u0647\u0627<\/strong>. \u0648\u0645\u0646 \u062b\u0645\u0651\u064e \u064a\u0645\u0643\u0646 \u0644\u0644\u0648\u0643\u0644\u0627\u0621 \u0625\u0639\u0627\u062f\u0629 \u0635\u064a\u0627\u063a\u0629 \u0648\u062a\u0634\u0643\u064a\u0644 \u0623\u062f\u0648\u0627\u0631\u0647\u0627 \u0648\u0639\u0644\u0627\u0642\u0627\u062a\u0647\u0627 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0651\u064b\u0627 \u0641\u064a \u0627\u0633\u062a\u062c\u0627\u0628\u0629\u064d \u0645\u0646\u0647\u0627 \u0644\u0644\u0638\u0651\u0631\u0648\u0641 \u0627\u0644\u0645\u062a\u063a\u064a\u0651\u0631\u0629 \u0648\u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629.<\/li>\n<\/ul>\n
2.3 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0651\u0629 \u0648\u0627\u0644\u0645\u0643\u0648\u0651\u0646\u0627\u062a \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0651\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629<\/b><\/h2>\n
\u062f\u0639\u0648\u0646\u0627 \u0627\u0644\u0622\u0646 \u0646\u0646\u062a\u0642\u0644 \u0644\u0644\u062d\u062f\u064a\u062b \u0639\u0644\u0649 \u0646\u062d\u0648 \u0637\u0641\u064a\u0641\u064d \u0639\u0646 \u0623\u0628\u0631\u0632 \u0645\u0627 \u064a\u0645\u064a\u0651\u0632 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0651\u0629 \u0627\u0644\u062e\u0627\u0635\u0651\u0629 \u0628\u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0646 \u0645\u0643\u0648\u0651\u0646\u0627\u062a\u064d\u060c \u0645\u062a\u0645\u062b\u0651\u0644\u0629 \u0628\u0640\u0640: \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0627\u0644\u0628\u064a\u0626\u0629 \u0648\u0622\u0644\u064a\u0651\u0627\u062a \u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644.<\/p>\n
\n- \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0646\u0651\u0638\u0627\u0645 (agents):<\/b> \u0623\u0648 \u0643\u0645\u0627 \u064a\u064f\u0642\u0627\u0644 \u0644\u0647\u0645 “\u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0651\u0629”<\/b>\u060c \u0647\u064a \u0648\u062d\u062f\u0627\u062a\u064c \u062a\u0646\u0641\u064a\u0630\u064a\u0651\u0629\u064c \u062f\u0627\u062e\u0644 \u0627\u0644\u0646\u0651\u0638\u0627\u0645 \u0645\u0633\u0624\u0648\u0644\u0629\u064c -\u0648\u0641\u0642 \u0623\u062f\u0648\u0627\u0631\u0647\u0627 \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0651\u0627\u062a\u0647\u0627 \u0648\u0645\u0633\u0624\u0648\u0644\u064a\u0651\u0627\u062a\u0647\u0627 \u0648\u0623\u0647\u062f\u0627\u0641\u0647\u0627 \u0648\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0644\u062f\u064a\u0647\u0627- \u0639\u0646 \u0648\u0636\u0639 \u0627\u0644\u0645\u0647\u0627\u0645 \u0648\u0627\u0644\u062a\u0651\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0647\u0629 \u0644\u0647\u0627 \u062d\u064a\u0651\u0632 \u0627\u0644\u062a\u0651\u0646\u0641\u064a\u0630 \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u062a\u0651\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0623\u064a\u0636\u064b\u0627. \u0648\u0628\u0627\u0644\u0637\u0651\u0628\u0639 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0623\u064a\u0651 \u0634\u064a\u0621 \u0628\u062f\u0621\u064b\u0627 \u0628\u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0651\u0629 (software programs) \u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0651\u0631\u062f\u0634\u0629 (bots)\u060c \u0648\u0635\u0648\u0644\u064b\u0627 \u0644\u0644\u0631\u0651\u0648\u0628\u0648\u062a\u0627\u062a (robots)\u060c \u0627\u0644\u0637\u0651\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u064a\u0651\u0631\u0629 (drones) \u0648\u062d\u062a\u0651\u0649 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 (sensors).<\/li>\n<\/ul>\n
\u0648\u0644\u0643\u0646 \u064a\u0628\u0642\u0649 \u0644\u062f\u064a\u0646\u0627 \u0633\u0624\u0627\u0644 \u064a\u0637\u0631\u062d \u0646\u0641\u0633\u0647 \u0644\u062a\u062a\u0651\u0636\u062d \u0645\u0639\u0627\u0644\u0645 \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u0623\u0643\u062b\u0631:<\/u><\/p>\n
\u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0644\u0648\u0643\u064a\u0644 \u0623\u0646 \u064a\u0633\u062a\u0642\u0644\u0651 \u0628\u0630\u0627\u062a\u0647 \u0628\u062d\u064a\u062b \u064a\u062d\u0644\u0651\u0644 \u0648\u064a\u0641\u0647\u0645 \u0637\u0644\u0628\u0627\u062a\u0643 \u0643\u0645\u0633\u062a\u062e\u062f\u0645\u064d \u0644\u0647 \u0648\u064a\u062a\u0641\u0627\u0639\u0644 \u0645\u0639\u0643 \u0645\u0633\u062a\u062f\u0639\u064a\u0651\u064b\u0627 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062a\u0651\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0651\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u0645\u0647\u0645\u0651\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0645\u0639 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0627\u0644\u0643\u0627\u0645\u0644 \u0628\u0633\u064a\u0627\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u064a\u0646\u0643\u0645\u0627\u061f<\/b><\/p>\n
\u0648\u0647\u0646\u0627 \u062a\u062a\u0628\u0644\u0648\u0631 \u0623\u0647\u0645\u064a\u0651\u0629 \u0627\u0644\u0645\u0643\u0648\u0651\u0646\u0627\u062a<\/b> \u0627\u0644\u0622\u062a\u064a\u0629 \u0644\u062a\u0633\u064a\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0636\u0645\u0646 \u0627\u0644\u0648\u0643\u064a\u0644:<\/p>\n
\u0627\u0644\u0634\u0651\u0643\u0644 (2): \u0645\u0643\u0648\u0651\u0646\u0627\u062a \u0648\u0643\u064a\u0644 \u0627\u0644\u0630\u0651\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI agent).<\/b><\/p>\n<\/div><\/div><\/div><\/div><\/div>![](\"https:\/\/syssr.org\/wp-content\/uploads\/2026\/08\/agent-components-1024x518.png\" "\\"agent")
<\/span><\/div><\/div><\/div><\/div><\/div>\n- \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 (<\/strong>chat model<\/strong>): <\/strong>\u0623\u064a \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u0651\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (large language Models = LLMs)\u060c \u0648\u0647\u064a \u0628\u0645\u0646\u0632\u0644\u0629 \u0627\u0644\u0639\u0642\u0644 \u0627\u0644\u0645\u062f\u0628\u0651\u0631 \u0648\u0631\u0643\u0646 \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0648\u0643\u064a\u0644 \u0627\u0644\u0630\u0651\u0643\u0627\u0621\u061b \u0641\u0628\u0641\u0636\u0644 \u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0627\u0644\u0644\u0651\u063a\u0648\u064a\u0651\u0629 \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0648\u0643\u064a\u0644 \u0641\u0647\u0645 \u0627\u0644\u0644\u0651\u063a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0648\u062a\u0648\u0644\u064a\u062f\u0647\u0627\u060c \u0641\u0636\u0644\u064b\u0627 \u0639\u0646 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0648\u0627\u0644\u062a\u0651\u0641\u0643\u064a\u0631 \u0648\u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644 \u0628\u0645\u0627 \u064a\u064f\u0646\u0627\u0633\u0650\u0628 \u0637\u0644\u0628\u0627\u062a\u0643. \u0648\u0645\u0646 \u0623\u0628\u0631\u0632 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0651\u0643\u0627\u0621 \u0627\u0644\u062f\u0651\u062e\u064a\u0644\u0629 \u0639\u0644\u0649 \u062d\u064a\u0627\u062a\u0646\u0627: \u0646\u0645\u0648\u0630\u062c \u062c\u064a \u0628\u064a \u062a\u064a <\/span>(GPT)<\/strong> \u0645\u0646 \u0634\u0631\u0643\u0629 (openAI)\u060c \u0646\u0645\u0648\u0630\u062c \u0643\u0644\u0648\u062f <\/span>(Claude)<\/strong> \u0645\u0646 \u0634\u0631\u0643\u0629 (Anthropic)\u060c \u0646\u0645\u0648\u0630\u062c \u062c\u064a\u0645\u064a\u0646\u0627\u064a <\/span>(Gemini)<\/strong> \u0645\u0646 \u0634\u0631\u0643\u0629 (Google) \u0648\u0646\u0645\u0648\u0630\u062c \u062f\u064a\u0628 \u0633\u064a\u0643 <\/span>(DeepSeek)<\/strong> \u0645\u0646 \u0634\u0631\u0643\u0629 (DeepSeek) \u0648\u062a\u0637\u0648\u0644 \u0627\u0644\u0642\u0627\u0626\u0645\u0629\u2026<\/span><\/li>\n
- \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 (<\/strong>memory<\/strong>): <\/strong>\u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0648\u0643\u064a\u0644 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u0633\u0651\u064a\u0627\u0642\u060c \u0648\u0627\u0644\u062a\u0651\u0639\u0644\u0651\u0645 \u0645\u0646 \u0627\u0644\u062a\u0651\u062c\u0627\u0631\u0650\u0628\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a\u0647\u060c \u0623\u062f\u0627\u0626\u0647\u060c \u0648\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u0647\u060c \u0648\u0627\u062a\u062e\u0627\u0630\u0647 \u0644\u0644\u0642\u0631\u0627\u0631 \u0628\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u062a\u0641\u0627\u0639\u0644\u0627\u062a\u0647 \u0627\u0644\u0633\u0651\u0627\u0628\u0642\u0629 \u0627\u0644\u0645\u062e\u0632\u0651\u0646\u0629 \u0641\u064a \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0648\u0627\u0644\u062a\u0651\u0643\u064a\u0651\u0641 \u0645\u0639 \u0627\u0644\u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u062c\u062f\u064a\u062f\u0629. \u0648\u0647\u0630\u0627 \u0628\u062f\u0648\u0631\u0647 \u064a\u0642\u0648\u062f\u0646\u0627 \u0644\u0644\u062d\u0627\u062c\u0629 \u0644\u0648\u062c\u0648\u062f <\/span>\u0623\u0646\u0648\u0627\u0639\u064d \u0639\u062f\u0629 \u0645\u0646 \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 <\/u><\/strong>\u0628\u0645\u0627 \u0641\u064a\u0647\u0627 \u0627\u0644\u0651\u062a\u064a \u062a\u0636\u0645\u0646 \u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u062a\u0643\u0627\u0645\u0644<\/u>\u0647\u0627<\/u> \u0648\u0625\u062f\u0627\u0631\u062a\u0647\u0627 \u0639\u0628\u0631 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0643\u0627\u0641\u0629\u060c<\/strong> \u0645\u062b\u0644:<\/u><\/li>\n<\/ul>\n
\n- \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0642\u0635\u064a\u0631\u0629 \u0627\u0644\u0645\u062f\u0649 (Short-term memory):<\/b> \u0647\u064a \u0630\u0627\u0643\u0631\u0629\u064c \u0645\u0624\u0642\u062a\u0629 \u0644\u0644\u062a\u0651\u0641\u0627\u0639\u0644\u0627\u062a \u0648\u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0645\u0646 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0644\u0651\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631 (LLM)\u060c \u0648\u0644\u0643\u0646\u0651\u0647\u0627 \u062a\u0646\u062a\u0647\u064a \u0628\u0627\u0646\u062a\u0647\u0627\u0621 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n
- . \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0645\u062f\u0649 (Long-term Memory):<\/b> \u0648\u0647\u064a \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u0629 \u0639\u0646 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a (queries) \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a (responses) \u0627\u0644\u0633\u0651\u0627\u0628\u0642\u0629\u061b \u0623\u064a “\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a” (chat histories) \u0645\u0646 \u0623\u062c\u0644 \u062f\u0639\u0645 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0644\u0644\u062a\u0651\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0651\u0629 \u0648\u062a\u0633\u0647\u064a\u0644\u0647\u0627\u061b \u0623\u064a \u0647\u064a \u0627\u0644\u0623\u0631\u0634\u064a\u0641 \u0627\u0644\u062e\u0627\u0635\u0651 \u0628\u0643.<\/li>\n
- . \u0630\u0627\u0643\u0631\u0629 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0651\u0629 (External data storage) :<\/b> \u0648\u0641\u064a\u0647\u0627 \u062a\u064f\u0643\u0627\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u0651\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0628\u0623\u0646\u0638\u0645\u0629 \u062a\u062e\u0632\u064a\u0646\u064d \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0651\u0629 \u0645\u062b\u0644 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0651\u062c\u0647\u064a\u0651\u0629 (vector databases)\u061b \u0644\u062a\u062b\u0631\u064a \u0647\u0630\u0647 \u0627\u0644\u0646\u0651\u0645\u0627\u0630\u062c \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a\u0647\u0627 \u0628\u0645\u0639\u0631\u0641\u0629\u064d \u0625\u0636\u0627\u0641\u064a\u0651\u0629\u064d \u062a\u062c\u0639\u0644\u0647\u0627 \u0623\u0643\u062b\u0631\u060c \u062f\u0642\u0651\u0629 \u0648\u0630\u0627\u062a \u0635\u0644\u0629\u064d \u0648\u0627\u0631\u062a\u0628\u0627\u0637\u064d \u0648\u062b\u064a\u0642\u064d \u0628\u0633\u064a\u0627\u0642 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0643.<\/li>\n
- \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0623\u062d\u062f\u0627\u062b\/\u0627\u0644\u062e\u0628\u0631\u0627\u062a (Episodic Memory):<\/b> \u062a\u0624\u062f\u0651\u0650\u064a \u0647\u0630\u0647 \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u062f\u0648\u0631\u064b\u0627 \u062c\u0648\u0647\u0631\u064a\u0651\u064b\u0627 \u0641\u064a \u062c\u0639\u0644 \u0622\u0644\u064a\u0651\u0629 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u062a\u0643\u064a\u0651\u0641\u064b\u0627\u060c \u0639\u0628\u0631 \u0645\u0637\u0627\u0628\u0642\u0629 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0643 \u0627\u0644\u062d\u0627\u0644\u064a \u0627\u0644\u062c\u062f\u064a\u062f \u0633\u064a\u0627\u0642\u064a\u0651\u064b\u0627 \u0645\u0639 \u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644\u0627\u062a \u0648\u0627\u0644\u0623\u062d\u062f\u0627\u062b \u0648\u0627\u0644\u062a\u0651\u062c\u0627\u0631\u0628 \u0627\u0644\u0633\u0651\u0627\u0628\u0642\u0629 \u0627\u0644\u0645\u062e\u0632\u0651\u0646\u0629 \u0630\u0627\u062a \u0627\u0644\u062a\u0651\u0633\u0644\u0633\u0644 \u0627\u0644\u0632\u0651\u0645\u0646\u064a.<\/li>\n
- \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u0651\u0648\u0627\u0641\u0642\u064a\u0651\u0629 (Consensus Memory):<\/b> \u0648\u0647\u064a \u0630\u0627\u0643\u0631\u0629\u064c \u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u0651\u0639\u0627\u0648\u0646 \u0627\u0644\u0641\u0639\u0651\u0627\u0644 \u0628\u064a\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0628\u0641\u0636\u0644 \u0639\u0645\u0644\u0647\u0627 \u0645\u0635\u062f\u0631\u064b\u0627 \u0645\u0648\u062d\u062f\u064b\u0627 \u0644\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629\u060c \u0645\u062b\u0644: \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0651\u0635\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u064d \u0645\u0639\u064a\u0651\u0646\u064d.<\/li>\n<\/ol>\n
\n- \n
\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062a\u0651\u0643\u0627\u0645\u0644\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0651\u0629 (external integrations & tools):<\/span>\u0647\u064a \u0645\u0648\u0627\u0631\u062f\u064c \u062e\u0627\u0631\u062c\u064a\u0651\u0629\u064c \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0648\u0643\u064a\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0648\u0627\u0644\u0627\u0633\u062a\u0639\u0627\u0646\u0629 \u0628\u0647\u0627 \u0641\u064a \u0633\u064a\u0627\u0642 \u0625\u0646\u062c\u0627\u0632 \u0645\u0647\u0627\u0645\u064d \u0645\u0639\u0642\u062f\u0629\u064d \u0645\u0646 \u0623\u062c\u0644 \u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644 \u0645\u0639 \u0628\u064a\u0626\u062a\u0647 \u062a\u0641\u0627\u0639\u0644\u064b\u0627 \u0641\u0639\u0651\u0627\u0644\u064b\u0627 \u0648\u062a\u0639\u0632\u064a\u0632 \u0642\u062f\u0631\u0627\u062a\u0647\u061b \u0625\u0630 \u062a\u0648\u0641\u0651\u0631 \u0644\u0647 \u0627\u0644\u0648\u0635\u0648\u0644 \u0644\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 (up-to-date info)\u060c \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0651\u062d\u0643\u0645 \u0623\u064a\u0636\u064b\u0627 \u0641\u064a \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0651\u0629. \u0645\u0646 \u0623\u0645\u062b\u0644\u062a\u0647\u0627: \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (databases) \u0648\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0651\u0637\u0628\u064a\u0642\u0627\u062a (APIs). <\/span><\/p>\n<\/li>\n- \u0627\u0644\u0628\u064a\u0626\u0629 (environment):<\/b> \u0647\u064a \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u0628\u064a\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u061b \u0625\u0630 \u062a\u0624\u0645\u0651\u0646 \u0644\u0647\u0645 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0648\u062a\u0641\u0631\u0636 \u0627\u0644\u0642\u064a\u0648\u062f \u0648\u062a\u0641\u062a\u062d \u062c\u0633\u0648\u0631 \u0627\u0644\u062a\u0651\u0648\u0627\u0635\u0644 \u0628\u064a\u0646\u0647\u0645 \u0627\u0644\u0645\u0642\u0627\u062f\u0629 \u0628\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644. \u0645\u0646 \u0627\u0644\u0645\u0645\u0643\u0646 \u0644\u0647\u0627 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0651\u0629\u060c \u0645\u062b\u0644: \u0627\u0644\u0634\u0651\u0628\u0643\u0629 \u0623\u0648 \u0645\u0627\u062f\u064a\u0651\u0629\u060c \u0645\u062b\u0644: \u0623\u0631\u0636\u064a\u0651\u0629 \u0645\u0635\u0646\u0639 \u0644\u0644\u0648\u0643\u0644\u0627\u0621 (\u0627\u0644\u0631\u0651\u0648\u0628\u0648\u062a\u0627\u062a).<\/li>\n
- \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u062a\u0651\u0648\u0627\u0635\u0644 (Communication protocols):<\/b> \u0644\u0643\u064a \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0627\u0644\u062a\u0651\u0648\u0627\u0635\u0644 \u0627\u0644\u0641\u0639\u0651\u0627\u0644 \u0641\u064a\u0645\u0627 \u0628\u064a\u0646\u0647\u0645 \u0636\u0645\u0646 \u0628\u064a\u0626\u0629\u064d \u0645\u0634\u062a\u0631\u0643\u0629\u064d \u062a\u0639\u0627\u0648\u0646\u064a\u0651\u0629\u064d\u060c \u0641\u0644\u0627\u0628\u062f\u0651 \u0645\u0646 \u0648\u062c\u0648\u062f \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u062a\u0648\u0627\u0635\u0644 \u0623\u0634\u0628\u0647 \u0628\u0642\u0648\u0627\u0639\u062f \u0645\u062a\u0651\u0641\u0642\u064d \u0639\u0644\u064a\u0647\u0627 \u0645\u0633\u0628\u0642\u064b\u0627 \u0628\u064a\u0646 \u0627\u0644\u0623\u0637\u0631\u0627\u0641 \u062a\u0636\u0645\u0646 \u0644\u0647\u0645 \u062a\u062d\u0642\u064a\u0642 \u062b\u0644\u0627\u062b\u0629 \u0645\u0633\u062a\u0648\u064a\u0627\u062a\u064d\u060c \u0648\u0647\u064a:<\/li>\n<\/ul>\n
\n- \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0641\u0647\u0645 \u0627\u0644\u062f\u0651\u0644\u0627\u0644\u064a:<\/b> \u0627\u0644\u0645\u062a\u0645\u062b\u0651\u0644 \u0628\u0627\u0644\u0627\u062a\u0651\u0641\u0627\u0642 \u0639\u0644\u0649 \u0644\u063a\u0629 \u062a\u0648\u0627\u0635\u0644 \u0645\u0634\u062a\u0631\u0643\u0629\u064d (Agent Communication Language = ACL)\u060c \u062a\u062d\u062f\u064a\u062f \u0647\u0648\u064a\u0651\u0629 \u0627\u0644\u0645\u0631\u0633\u0644 (sender)\u060c \u0648\u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0631\u0651\u0633\u0627\u0644\u0629 (receiver)\u060c \u0648\u0627\u0644\u0625\u062c\u0631\u0627\u0621 (action)\u060c \u0648\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0631\u0651\u0633\u0627\u0644\u0629 (message content)\u060c \u0641\u0636\u0644\u064b\u0627 \u0639\u0646 \u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0631\u0651\u0633\u0627\u0644\u0629 \u0648\u0646\u0648\u0639\u0647\u0627.<\/span><\/li>\n
- \n
\u0645\u0633\u062a\u0648\u0649 \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0631\u0651\u0633\u0627\u0644\u0629:<\/b> \u0627\u0644\u0645\u062a\u0639\u0644\u0651\u0642 \u0628\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0635\u064a\u063a\u0629\u064d \u0648\u0627\u0644\u062a\u0646\u0633\u064a\u0642\u064d \u0627\u0644\u0645\u0648\u062d\u0651\u062f\u064d \u0644\u0644\u0631\u0651\u0633\u0627\u0644\u0629 \u0627\u0644\u0645\u0631\u0633\u0644\u0629\u060c \u0645\u062b\u0644: \u0635\u064a\u063a\u0629 JSON \u0623\u0648 XML.<\/p>\n<\/li>\n- <\/b> \u0645\u0633\u062a\u0648\u0649 \u0646\u0642\u0644 \u0627\u0644\u0631\u0651\u0633\u0627\u0644\u0629:<\/b> \u0623\u064a \u0630\u0643\u0631 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644 \u0646\u0642\u0644 \u0648\u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0631\u0651\u0633\u0627\u0626\u0644\u060c \u0645\u062b\u0644: \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644 HTTP \u0623\u0648 MQTT.<\/span><\/li>\n<\/ol>\n
4. \u0645\u0627 \u0647\u064a \u0622\u0644\u064a\u0651\u0629 \u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629\u060c \u0648\u0643\u064a\u0641 \u064a\u062a\u0645\u0651 \u0627\u0644\u062a\u0651\u0639\u0627\u0648\u0646 \u0648\u0627\u0644\u062a\u0651\u0646\u0633\u064a\u0642 \u0628\u064a\u0646 \u0639\u062f\u0651\u0629 \u0648\u0643\u0644\u0627\u0621\u061f<\/b><\/h1>\n
\u0628\u0639\u062f \u0623\u0646 \u0627\u0643\u062a\u0645\u0644\u062a \u0627\u0644\u0635\u0651\u0648\u0631\u0629 \u0627\u0644\u0630\u0651\u0647\u0646\u064a\u0629 \u0644\u062f\u064a\u0646\u0627 \u062d\u0648\u0644 \u0645\u0641\u0647\u0648\u0645 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0648\u062a\u0643\u0627\u0645\u0644 \u0623\u062f\u0648\u0627\u0631 \u0639\u0646\u0627\u0635\u0631\u0647\u0627\u060c \u0648\u0627\u0644\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0628\u0646\u064a\u0651\u0629 \u0639\u0644\u064a\u0647\u0627 \u0641\u064a \u0627\u0644\u0623\u0633\u0627\u0633 \u0627\u0644\u0651\u062a\u064a \u062a\u0645\u0646\u062d\u0647\u0627 \u0635\u0641\u0629 \u0627\u0644\u0627\u0633\u062a\u0642\u0644\u0627\u0644\u064a\u0651\u0629\u060c \u0648\u062a\u0639\u0632\u0651\u0632 \u0642\u062f\u0631\u0627\u062a\u0647\u0627\u060c \u0648\u062a\u0647\u0628\u0647\u0627 \u0645\u0632\u0627\u064a\u0627 \u0645\u0633\u0627\u0646\u062f\u0629 \u0644\u0647\u0627 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0648\u0628\u0639\u0636 \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u062a\u0651\u0646\u0641\u064a\u0630\u064a\u0629 \u062a\u062c\u0627\u0647 \u062d\u0627\u0644\u0627\u062a\u064d \u0645\u062d\u062f\u0651\u062f\u0629\u064d\u060c \u0648\u062d\u0644\u0651 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u0651\u062f\u0629\u060c \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a\u064d \u063a\u0646\u064a\u0651\u0629\u064d \u0628\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0623\u0643\u062b\u0631 \u062f\u0642\u0629\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0631\u0624\u064a\u0629 \u0623\u0646\u0651 \u0643\u0644\u0651 \u0645\u0627 \u064a\u062c\u0631\u064a \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0646 \u0623\u062d\u062f\u0627\u062b\u064d \u0648\u062a\u062f\u0641\u0642\u064d \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u064a\u062a\u0645\u0651 \u062a\u062d\u062a \u0625\u0634\u0631\u0627\u0641 \u0646\u0638\u0627\u0645 \u062a\u0641\u0627\u0639\u0644\u064d \u0648\u0627\u062a\u0635\u0627\u0644 \u0639\u0627\u0644\u064a \u0627\u0644\u062a\u0651\u0646\u0633\u064a\u0642 \u0648\u0627\u0644\u062a\u0651\u0646\u0638\u064a\u0645 \u0648\u0627\u0644\u062a\u0651\u062e\u0637\u064a\u0637 \u0648\u0627\u0644\u0641\u0627\u0639\u0644\u064a\u0651\u0629.<\/p>\n
\u0648\u0647\u0643\u0630\u0627\u060c \u0633\u062a\u062a\u0636\u0645\u0651\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0651\u0629 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0627 \u064a\u0623\u062a\u064a:<\/u><\/p>\n\n- \u0627\u0644\u0625\u062f\u0631\u0627\u0643<\/b>: \u0628\u0645\u0644\u0627\u062d\u0638\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0644\u0644\u062a\u0651\u063a\u064a\u0651\u0631\u0627\u062a \u0627\u0644\u062d\u0627\u0635\u0644\u0629 \u0641\u064a \u0628\u064a\u0626\u0629 \u0639\u0645\u0644\u0647\u0645 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629\u060c \u0648\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n
- \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631:<\/b> \u0628\u0641\u0639\u0644 \u0627\u0644\u0627\u0633\u062a\u0639\u0627\u0646\u0629 \u0628\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0651\u0645\u0648\u0630\u062c \u0627\u0644\u0644\u0651\u063a\u0648\u064a\u0651 \u0627\u0644\u0643\u0628\u064a\u0631 \u0627\u0644\u0645\u062a\u0645\u062b\u0651\u0644\u0629 \u0628\u0627\u0644\u0641\u0647\u0645 \u0627\u0644\u0644\u0651\u063a\u0648\u064a\u0651\u060c \u0648\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0648\u0636\u0639 \u062e\u0637\u0651\u0629 \u0639\u0645\u0644\u064d \u0644\u062a\u062d\u0642\u064a\u0642\u064d \u0647\u062f\u0641\u064d \u0645\u0627\u060c \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0651\u0629 \u0627\u0644\u062a\u0651\u0641\u0643\u064a\u0631 \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062a\u0639\u062f\u0651\u062f \u0627\u0644\u062e\u0637\u0648\u0627\u062a.<\/li>\n
- \u0627\u0644\u0625\u062c\u0631\u0627\u0621:<\/b> \u0628\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0625\u062c\u0631\u0627\u0621\u0627\u062a\u0647\u0645 \u0627\u0644\u0645\u062e\u0637\u0651\u0637 \u0644\u0647\u0627 \u0636\u0645\u0646 \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629.<\/li>\n
- \u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644:<\/b> \u0639\u0628\u0631 \u0627\u0644\u062a\u0651\u0648\u0627\u0635\u0644\u060c \u0648\u0627\u0644\u062a\u0651\u0639\u0627\u0648\u0646\u060c \u0648\u0627\u0644\u062a\u0651\u0646\u0633\u064a\u0642 \u0648\u0627\u0644\u062a\u0651\u0641\u0627\u0648\u0636 \u0628\u064a\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0651\u0630\u064a \u064a\u0634\u0645\u0644 \u062a\u0645\u0631\u064a\u0631 \u0627\u0644\u0631\u0651\u0633\u0627\u0626\u0644 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u0648\u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a.<\/li>\n
- \u0627\u0644\u062a\u0651\u0646\u0633\u064a\u0642:<\/b> \u0639\u0628\u0631 \u0639\u0645\u0644 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0648\u0641\u0642 \u0645\u0628\u062f\u0623 \u0627\u0644\u062a\u0651\u0646\u0633\u064a\u0642\u061b \u0625\u0630 \u062a\u0642\u0633\u0651\u0645 \u0627\u0644\u0645\u0647\u0645\u0651\u0629 \u0625\u0644\u0649 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0645\u0646\u0638\u0651\u0645 \u0648\u0645\u0648\u0632\u0651\u0639 \u0628\u064a\u0646\u0647\u0645\u060c \u0648\u062a\u064f\u0633\u0646\u062f \u0644\u0643\u0644\u0651 \u0648\u0627\u062d\u062f\u064d \u0645\u0646\u0647\u0645 \u0623\u062f\u0648\u0627\u0631\u064c \u0648\u0645\u0633\u0624\u0648\u0644\u064a\u0651\u0627\u062a \u0645\u0648\u062c\u0647\u0629\u064c \u0646\u062d\u0648 \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0647\u062f\u0641\u060c \u0641\u064a\u0645\u0627 \u064a\u062e\u062a\u0635\u0651 \u0627\u0644\u0645\u0646\u0633\u0651\u0642 \u0627\u0644\u0639\u0627\u0645 (orchestrator) \u0628\u0627\u0644\u062a\u0651\u062d\u0642\u0651\u0642 \u0645\u0646 \u0635\u062d\u0651\u0629 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0648\u0641\u0642 \u0627\u0644\u062a\u0651\u0633\u0644\u0633\u0644 \u0627\u0644\u0635\u0651\u062d\u064a\u062d\u060c \u0648\u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0628\u064a\u0646\u0647\u0645\u060c \u0648\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0647\u062f\u0641 \u0627\u0644\u0646\u0651\u0647\u0627\u0626\u064a.<\/li>\n<\/ul>\n
5. \u0623\u0637\u0631 \u0639\u0645\u0644 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621<\/b><\/h1>\n
\u0628\u0627\u0644\u0646\u0651\u0638\u0631 \u0625\u0644\u0649 \u0645\u0627 \u062a\u0642\u062f\u0651\u0645\u0647 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0646 \u062a\u0633\u0647\u064a\u0644\u0627\u062a\u064d\u060c \u0648\u0642\u062f\u0631\u0627\u062a\u064d \u0647\u0627\u0626\u0644\u0629\u064d\u060c \u0645\u0639 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0651\u0629 \u0648\u062f\u0639\u0645 \u0635\u0646\u0627\u0639\u0629 \u0627\u0644\u0642\u0631\u0627\u0631\u060c \u0646\u064f\u0634\u0631 \u0639\u062f\u062f \u0645\u0646 \u0623\u0637\u0631 \u0627\u0644\u0639\u0645\u0644 (frameworks) \u0644\u0644\u0645\u0628\u0631\u0645\u062c\u064a\u0646 \u0648\u0627\u0644\u0645\u0637\u0648\u0651\u0631\u064a\u0646 \u062a\u062f\u0639\u0645 \u0645\u0631\u0627\u062d\u0644 \u0639\u0645\u0644\u0647\u0645\u060c \u0648\u062a\u0633\u0627\u0639\u062f\u0647\u0645 \u0641\u064a \u0639\u0645\u0644\u064a\u0651\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0648\u0625\u062f\u0627\u0631\u062a\u0647\u0627\u060c \u0648\u0630\u0644\u0643 \u0628\u062a\u0648\u0641\u064a\u0631 \u0623\u062f\u0648\u0627\u062a\u064d \u062a\u064f\u0633\u0647\u0645 \u0641\u064a \u0627\u0644\u062a\u0651\u0635\u0645\u064a\u0645 \u0648\u0627\u0644\u062a\u0651\u0646\u0633\u064a\u0642 \u0648\u0646\u0634\u0631 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0651\u064a\u0646.<\/p>\n
\u0648\u0645\u0646 \u0623\u0643\u062b\u0631 \u0623\u0645\u062b\u0644\u062a\u0647\u0627 \u0634\u064a\u0648\u0639\u064b\u0627 \u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0622\u062a\u064a\u0629:<\/u><\/b><\/p>\n\n- JADE (Java Agent Development Framework).<\/li>\n
- Mesa (Python).<\/li>\n
- Ray (Python).<\/li>\n
- AutoGen (Microsoft).<\/li>\n
- CrewAI.<\/li>\n
- LangGraph.<\/li>\n
- LangChain.<\/li>\n<\/ul>\n
\u0623\u0645\u0651\u0627 \u0641\u064a\u0645\u0627 \u064a\u062e\u0635\u0651 \u063a\u064a\u0631 \u0627\u0644\u062a\u0651\u0642\u0646\u064a\u0651\u064a\u0646 \u0627\u0644\u0631\u0651\u0627\u063a\u0628\u064a\u0646 \u0628\u062e\u0648\u0636 \u062a\u062c\u0631\u0628\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0648\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646\u0647\u0627 \u0641\u064a \u062a\u062c\u0633\u064a\u062f \u0623\u0641\u0643\u0627\u0631\u0647\u0645 \u0648\u0646\u0645\u0630\u062c\u0629 \u0645\u0647\u0627\u0645\u0647\u0645\u060c \u0641\u0628\u0627\u0644\u0625\u0645\u0643\u0627\u0646 \u0627\u0644\u0644\u0651\u062c\u0648\u0621 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646\u0635\u0651\u0627\u062a\u064d \u0645\u0631\u0626\u064a\u0651\u0629\u064d \u062a\u0641\u0627\u0639\u0644\u064a\u0651\u0629 \u062a\u064f\u062f\u0645\u062c \u0645\u0639\u0647\u0627 \u0643\u062b\u064a\u0631\u064b\u0627 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062a\u0651\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u062a\u062d\u0642\u064a\u0642 \u0647\u062f\u0641 \u0627\u0644\u0628\u0646\u0627\u0621 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u0643\u062a\u0627\u0628\u0629 \u0634\u064a\u0641\u0631\u0627\u062a\u064d \u0628\u0631\u0645\u062c\u064a\u0651\u0629\u064d \u0645\u0639\u0628\u0651\u0631\u0629\u064d \u0639\u0646 \u0627\u0644\u062f\u0648\u0631 \u0648\u0627\u0644\u0647\u062f\u0641 \u0648\u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0651\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0648\u0627\u0644\u0636\u0648\u0627\u0628\u0637 \u0644\u0639\u0645\u0644 \u0643\u0644\u0651 \u0648\u0643\u064a\u0644\u064d \u062f\u0627\u062e\u0644 \u0627\u0644\u0646\u0651\u0638\u0627\u0645 \u0627\u0644\u0630\u0651\u0643\u064a (no-code platforms)\u060c \u0645\u062b\u0644: \u0645\u0646\u0635\u0651\u0629 (n8n) \u0648 (MindStudio) \u0648 (Microsoft Copilot Studio).<\/p>\n
6. \u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0648\u0627\u0644\u062a\u0651\u062d\u062f\u0651\u064a\u0627\u062a \u0627\u0644\u0651\u062a\u064a \u062a\u0648\u0627\u062c\u0647 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629<\/b><\/h1>\n
\u0639\u0644\u0649 \u0627\u0644\u0631\u0651\u063a\u0645 \u0645\u0646 \u0627\u0644\u0625\u0645\u0643\u0627\u0646\u064a\u0651\u0627\u062a \u0627\u0644\u0643\u0627\u0645\u0646\u0629 \u0644\u062f\u0649 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0648\u062e\u062f\u0645\u0627\u062a\u0647\u0627 \u0627\u0644\u0643\u062b\u064a\u0631\u0629 \u0627\u0644\u0651\u062a\u064a \u062a\u0639\u0648\u062f \u0639\u0644\u064a\u0646\u0627 \u0628\u0627\u0644\u0645\u0646\u0641\u0639\u0629 \u0648\u0627\u0644\u0641\u0627\u0626\u062f\u0629 \u0648\u0631\u0641\u0639 \u0645\u0633\u062a\u0648\u0649 \u062c\u0648\u062f\u0629 \u0625\u0646\u062c\u0627\u0632\u0646\u0627\u060c \u0625\u0644\u0651\u0627 \u0623\u0646\u0651\u0647\u0627 \u062a\u0639\u0627\u0646\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u062a\u0651\u0642\u0646\u064a\u0651\u0629 \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0651\u0629 \u0648\u0627\u0644\u062a\u0651\u0646\u0638\u064a\u0645\u064a\u0651\u0629\u061b \u0645\u0627 \u064a\u062f\u0641\u0639 \u0644\u0636\u0631\u0648\u0631\u0629 \u0625\u064a\u062c\u0627\u062f \u062d\u0644\u0648\u0644\u064d \u0644\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0642\u0628\u0644 \u0645\u062d\u0627\u0648\u0644\u0629 \u0646\u0634\u0631\u0647\u0627 \u0639\u0644\u0649 \u0646\u062d\u0648 \u0645\u0648\u062b\u0648\u0642\u064d.<\/p>\n
\u0648\u0646\u0630\u0643\u0631 \u0641\u064a\u0645\u0627 \u064a\u0623\u062a\u064a \u0628\u0639\u0636\u064b\u0627 \u0645\u0646\u0647\u0627:<\/b><\/u><\/p>\n\n- \u0627\u0644\u062a\u0648\u0627\u0641\u0642\u064a\u0651\u0629 \u0648\u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0651\u0629:<\/b> \u0648\u0647\u0646\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0639\u0631\u0636\u0629\u064b \u0644\u0645\u062c\u0645\u0648\u0639\u0629\u064d \u0645\u0646 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0625\u062e\u0641\u0627\u0642\u060c \u0628\u0645\u0627 \u0641\u064a\u0647\u0627 \u0627\u0644\u0647\u0644\u0648\u0633\u0629 (\u0625\u0646\u062a\u0627\u062c \u0645\u062e\u0631\u062c\u0627\u062a\u064d \u0642\u062f \u062a\u0628\u062f\u0648 \u0635\u062d\u064a\u062d\u0629\u064b \u0638\u0627\u0647\u0631\u064a\u0651\u064b\u0627 \u0648\u0644\u0643\u0646\u0651\u0647\u0627 \u0641\u064a \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0639\u0643\u0633 \u0630\u0644\u0643)\u060c \u0623\u0645\u0651\u0627 \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641 \u0639\u0646 \u0627\u0644\u0647\u062f\u0641 \u0623\u0648 \u0627\u0644\u0633\u0651\u0639\u064a \u0625\u0632\u0627\u0621 \u0623\u0647\u062f\u0627\u0641\u064d \u0641\u0631\u0639\u064a\u0651\u0629\u064d \u0641\u062a\u062a\u0628\u0627\u0639\u062f \u0643\u0644\u0651 \u0627\u0644\u0628\u0639\u062f \u0639\u0646 \u0627\u0644\u0647\u062f\u0641 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0651 \u0627\u0644\u0645\u0646\u0634\u0648\u062f.<\/li>\n
- \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0627\u0644\u0633\u0651\u064a\u0628\u0631\u0627\u0646\u064a\u0651\u0629 \u0648\u0627\u0644\u062a\u0651\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0651\u0629<\/b>: \u0648\u0647\u0630\u0627 \u0628\u0633\u0628\u0628 \u0623\u0646\u0651\u064e \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0648\u0635\u0648\u0644 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0651\u0627\u0633\u0629 \u0648\u062a\u0628\u0627\u062f\u0644\u0647\u0627 \u0648\u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0645\u062a\u0631\u062a\u0651\u0628\u0629 \u0639\u0644\u064a\u0647\u0627\u061b \u0645\u0627 \u064a\u0633\u062a\u062f\u0639\u064a \u0623\u0647\u0645\u064a\u0651\u0629 \u0648\u062c\u0648\u062f \u0636\u0648\u0627\u0628\u0637 \u062a\u0642\u0646\u064a\u0651\u0629 \u0648\u0623\u0645\u0646\u064a\u0651\u0629 \u0642\u0648\u064a\u0651\u0629 \u062a\u0645\u0646\u0639 \u0633\u0631\u0642\u0629 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0633\u0631\u064a\u0628\u0647\u0627 \u0623\u0648 \u062d\u062a\u0651\u0649 \u062a\u062e\u0631\u064a\u0628 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u0651\u062d\u062a\u064a\u0651\u0629 \u0627\u0644\u0631\u0651\u0642\u0645\u064a\u0651\u0629 \u0644\u0647\u0627.<\/li>\n
- \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0651\u0629 \u0648\u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629<\/b>: \u062a\u064f\u0639\u062f\u0651\u064f \u0645\u0646 \u0627\u0644\u0639\u0648\u0627\u0626\u0642 \u0627\u0644\u0645\u0647\u0645\u0651\u0629\u060c \u0648\u0644\u0627 \u0633\u064a\u0645\u0627 \u0641\u064a \u062d\u0627\u0644 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0631\u0651\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u0651\u062d\u064a\u0651\u0629 (healthcare)\u061b \u0625\u0630 \u0625\u0646\u0651\u064e \u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u0639\u062f\u064a\u062f\u0629 \u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644\u0629 \u0623\u0648 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a\u0629 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u0651\u063a\u0629 \u0645\u0646 \u0627\u0644\u0645\u0645\u0643\u0646 \u0623\u0646 \u062a\u062e\u0644\u0642 \u0632\u064a\u0627\u062f\u0629\u064b \u0641\u064a \u0627\u0644\u0643\u0651\u0644\u0641\u0629 \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0651\u0629 \u0648\u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0651\u062a\u064a \u0642\u062f \u064a\u0643\u0648\u0646 \u0644\u0647\u0627 \u062a\u0628\u0639\u064a\u0651\u0627\u062a \u0648\u0639\u0648\u0627\u0642\u0628 \u0633\u0631\u064a\u0631\u064a\u0651\u0629 \u0644\u0648 \u0637\u0628\u0651\u0642\u062a.<\/li>\n
- \u062a\u0635\u0645\u064a\u0645 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0641\u0639\u0651\u0627\u0644:<\/b> \u0648\u0647\u0630\u0627 \u062a\u062d\u062f\u0651\u064d \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0651\u0629 \u0648\u0630\u0644\u0643 \u0644\u0636\u0645\u0627\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0645\u0647\u0627\u0645 \u0643\u0644\u0651 \u0648\u0643\u064a\u0644\u064d \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0651\u0646\u0641\u064a\u0630 \u0628\u062a\u0639\u0638\u064a\u0645 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0641\u0631\u064a\u062f\u0629 \u0627\u0644\u062e\u0627\u0635\u0651\u0629 \u0628\u0643\u0644\u0651\u064d \u0645\u0646\u0647\u0627\u060c \u0648\u0623\u0646 \u062a\u0633\u0647\u0645 \u0645\u0628\u0627\u0634\u0631\u0629 \u0641\u064a \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0647\u062f\u0641 \u0627\u0644\u0639\u0627\u0645\u0651 \u0644\u0644\u0623\u0646\u0638\u0645\u0629.<\/li>\n
- \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0648\u0627\u0644\u062a\u0651\u062e\u0632\u064a\u0646:<\/b> \u062a\u0638\u0647\u0631 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0639\u0646\u062f \u062d\u0627\u062c\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0644\u0637\u0644\u0628 \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0645 \u0627\u0644\u062d\u0633\u0651\u0627\u0633\u0629\u060c \u0648\u0644\u0643\u0646 \u0628\u0639\u064a\u062f\u064b\u0627 \u0639\u0646 \u0648\u0635\u0648\u0644 \u0623\u062c\u0632\u0627\u0621 \u0623\u0648 \u0648\u0643\u0644\u0627\u0621 \u0622\u062e\u0631\u064a\u0646 \u0644\u0647\u0627. \u0648\u0645\u0646 \u062b\u0645\u0651\u064e\u060c \u0641\u0645\u0646 \u0627\u0644\u0645\u0647\u0645\u0651 \u062c\u062f\u0651\u064b\u0627 \u062a\u0637\u0628\u064a\u0642 \u0622\u0644\u064a\u0651\u0627\u062a \u0642\u0648\u064a\u0651\u0629 \u0644\u0644\u062a\u0651\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u062a\u0623\u0643\u064a\u062f\u064b\u0627 \u0644\u0639\u062f\u0645 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0635\u0648\u0644 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0646\u0651\u0638\u0627\u0645 \u0643\u0627\u0641\u0629 \u0644\u0647\u0643\u0630\u0627 \u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0635\u0651\u0629 \u0628\u0623\u064a\u0651 \u0648\u0643\u064a\u0644\u064d.<\/li>\n
- \u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0627\u0644\u062a\u0651\u0642\u064a\u064a\u0645:<\/b> \u0641\u0625\u0646\u0651\u064e \u062a\u062a\u0628\u0651\u0639 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0636\u0645\u0646 \u0633\u0644\u0648\u0643\u064d \u063a\u064a\u0631 \u062d\u062a\u0645\u064a\u0651\u064d \u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0634\u0651\u0628\u0643\u0629 \u0648\u062f\u0627\u062e\u0644 \u0633\u064a\u0631 \u0639\u0645\u0644\u064d \u0645\u062a\u0639\u062f\u0651\u062f \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u064a\u062f\u0639\u0648 \u0625\u0644\u0649 \u0636\u0631\u0648\u0631\u0629 \u0648\u062c\u0648\u062f \u0623\u062f\u0648\u0627\u062a \u062a\u0642\u064a\u064a\u0645\u064d \u0645\u0639\u0642\u0651\u062f\u0629\u064d \u0648\u0645\u062a\u0637\u0648\u0651\u0631\u0629.<\/li>\n<\/ul>\n
7. \u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u0631\u0627\u0626\u062f \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0641\u064a \u0623\u062a\u0645\u062a\u0629 \u0623\u0641\u0643\u0627\u0631\u0647 \u0648\u0625\u0633\u0642\u0627\u0637\u0647\u0627 \u0648\u0627\u0642\u0639\u064b\u0627 \u062a\u0646\u0641\u064a\u0630\u064a\u0651\u064b\u0627 \u0641\u064a \u0627\u0644\u0633\u0651\u064a\u0627\u0642 \u0627\u0644\u0633\u0651\u0648\u0631\u064a\u061f<\/b><\/h1>\n
\u0633\u0624\u0627\u0644\u064c \u0642\u062f \u064a\u062c\u0648\u0628 \u0623\u0630\u0647\u0627\u0646 \u0627\u0644\u062c\u0645\u064a\u0639 \u0644\u0644\u0648\u0647\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0628\u0639\u062f \u0645\u0639\u0631\u0641\u0629 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0651\u0643\u064a\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0648\u0645\u0627 \u064a\u062a\u0628\u0639\u0647\u0627 \u0645\u0646 \u0632\u062e\u0645\u064d \u0645\u0639\u0631\u0641\u064a\u0651\u064d \u062c\u062f\u064a\u062f. \u0648\u0642\u062f \u062a\u0643\u0648\u0646 \u0645\u062d\u0637\u0651\u0629 \u062c\u0630\u0628\u064d \u0644\u0646\u0627 \u062a\u062f\u0639\u0645 \u0625\u0645\u0643\u0627\u0646\u064a\u0651\u062a\u0646\u0627 \u0641\u064a \u062a\u0635\u0645\u064a\u0645\u0647\u0627 \u0623\u0648 \u062d\u062a\u0651\u0649 \u0628\u0646\u0627\u0626\u0647\u0627 \u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0645\u0646\u0635\u0651\u0627\u062a \u0645\u062a\u062e\u0635\u0651\u0635\u0629 \u0648\u0623\u062f\u0648\u0627\u062a \u062c\u0627\u0647\u0632\u0629 \u062d\u064a\u0627\u0644 \u0627\u0644\u0623\u0645\u0631\u060c \u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u0647\u0627 \u0644\u0627\u062d\u0642\u064b\u0627 \u0641\u064a \u0633\u064a\u0627\u0642 \u0627\u0644\u0648\u0627\u0642\u0639 \u0627\u0644\u0651\u0630\u064a \u0646\u0639\u064a\u0634 \u0628\u0647 \u0648\u0645\u062a\u0637\u0644\u0651\u0628\u0627\u062a\u0647 \u0627\u0644\u0645\u0644\u062d\u0651\u0629 \u0627\u0644\u064a\u0648\u0645.<\/p>\n
\u0648\u0648\u0641\u0642\u064b\u0627 \u0644\u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u062a\u0623\u0637\u064a\u0631 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0628\u0623\u0646\u0651:<\/p>\n
\u0623\u064a\u0651 \u0631\u0627\u0626\u062f \u0623\u0639\u0645\u0627\u0644 \/ \u0645\u062f\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 \/ \u0645\u0633\u062a\u062b\u0645\u0631 \/ \u0637\u0628\u064a\u0628 \/ \u0628\u0627\u062d\u062b \/ \u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0639\u0644\u0649 \u062d\u062f\u0651\u064d \u0633\u0648\u0627\u0621 -\u0628\u063a\u0636 \u0627\u0644\u0646\u0651\u0638\u0631 \u0625\u0646 \u0643\u0627\u0646 \u064a\u0645\u0644\u0643 \u062e\u0644\u0641\u064a\u0651\u0629\u064b \u062a\u0642\u0646\u064a\u0651\u0629\u064b \u0645\u0639\u0631\u0641\u064a\u0651\u0629\u064b \u062d\u064a\u0627\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0623\u0648 \u0644\u0627- \u0648\u0644\u062f\u064a\u0647 \u0641\u0643\u0631\u0629\u064c \u0631\u064a\u0627\u062f\u064a\u0651\u0629\u064c \u0645\u0627 \u0641\u0628\u0625\u0645\u0643\u0627\u0646\u0647 \u0627\u0644\u0627\u0633\u062a\u0639\u0627\u0646\u0629 \u0628\u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0644\u062a\u0631\u062c\u0645\u0629 \u0623\u0641\u0643\u0627\u0631\u0647\u060c \u0648\u0623\u062a\u0645\u062a\u0629 \u062e\u0637\u0648\u0627\u062a \u062a\u0646\u0641\u064a\u0630\u0647\u0627 \u0645\u0647\u0645\u0627 \u062a\u0639\u062f\u0651\u062f\u062a\u060c \u0648\u062a\u0643\u064a\u064a\u0641\u0647\u0627 \u0644\u0635\u0627\u0644\u062d\u0646\u0627 \u0633\u0639\u064a\u064b\u0627 \u0646\u062d\u0648 \u0623\u0647\u062f\u0627\u0641\u0646\u0627.<\/b><\/p>\n
\u0648\u0641\u064a\u0645\u0627 \u064a\u0623\u062a\u064a \u0627\u0642\u062a\u0631\u0627\u062d\u064c \u0644\u0628\u0639\u0636 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631\u064a\u0651\u0629 \u0648\u0627\u0644\u0631\u0651\u0624\u0649 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0651\u0629 \u0627\u0644\u0648\u0627\u0639\u062f\u0629 \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0641\u064a \u0627\u0644\u0633\u0651\u064a\u0627\u0642 \u0627\u0644\u0633\u0651\u0648\u0631\u064a:<\/u><\/p>\n\n- \u062f\u0639\u0645 \u0631\u0648\u0651\u0627\u062f \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0641\u064a \u0628\u0646\u0627\u0621 \u0634\u0631\u0643\u0627\u062a\u064d \u0646\u0627\u0634\u0626\u0629\u064d (startup) \u0639\u0628\u0631 \u062a\u0639\u0627\u0648\u0646 \u0641\u0631\u064a\u0642\u064d \u0645\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0641\u0643\u0631\u0629\u060c \u0648\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0633\u0651\u0648\u0642 \u0648\u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641\u060c \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0651\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062f\u0651\u0648\u0631\u064a\u0629 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0651\u0629\u060c \u0648\u0635\u064a\u0627\u063a\u0629 \u0627\u0644\u0639\u0642\u0648\u062f\u060c \u0648\u0627\u0642\u062a\u0631\u0627\u062d \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0651\u0629 \u0627\u0644\u0639\u0645\u0644\u060c \u0648\u0648\u0636\u0639 \u062e\u0637\u0637 \u0625\u0639\u0644\u0627\u0646\u064a\u0651\u0629 \u0648\u062a\u0633\u0648\u064a\u0642\u064a\u0651\u0629.<\/li>\n
- \u0625\u0646\u0634\u0627\u0621 \u0645\u0646\u0635\u0651\u0629\u064d \u0631\u0642\u0645\u064a\u0651\u0629\u064d \u0644\u062f\u0639\u0645 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u0648\u0637\u0646\u064a\u0651\u060c \u062a\u062a\u063a\u0630\u0651\u0649 \u0639\u0644\u0649 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \/ \u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0651\u0629 \u0648\u0645\u0627 \u064a\u0642\u0627\u0628\u0644\u0647\u0627 \u0645\u0646 \u062d\u0644\u0648\u0644\u064d \u0645\u0646\u0627\u0633\u0628\u0629\u064d \u0644\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0645\u0628\u0627\u0634\u0631\u0629 \u0625\u0644\u0649 \u062e\u0637\u0651\u0629 \u0639\u0645\u0644\u064d \u0642\u0627\u0628\u0644\u0629\u064d \u0644\u0644\u062a\u0651\u0646\u0641\u064a\u0630 \u0639\u0644\u0649 \u0623\u0631\u0636 \u0627\u0644\u0648\u0627\u0642\u0639 \u062a\u0643\u0648\u0646 \u0628\u0645\u0646\u0632\u0644\u0629 “\u062d\u0627\u0636\u0646\u0629\u064d \u0630\u0643\u064a\u0651\u0629\u064d \u0644\u0644\u0623\u0639\u0645\u0627\u0644”.<\/li>\n
- \u062f\u0639\u0645 \u0627\u0644\u062a\u0651\u062d\u0648\u0651\u0644 \u0627\u0644\u0631\u0651\u0642\u0645\u064a \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u0651\u062d\u062a\u064a\u0651\u0629 \u0641\u064a \u0633\u0648\u0631\u064a\u0651\u0627 \u0627\u0646\u0637\u0644\u0627\u0642\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0628\u0646\u0627\u0621 \u0645\u0631\u0643\u0632 \u0628\u064a\u0627\u0646\u0627\u062a\u064d \u0648\u0637\u0646\u064a\u0651 \u0644\u064a\u0633 \u0645\u0646 \u0623\u062c\u0644 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0637\u0646\u064a\u0651\u0629 \u0627\u0644\u062d\u0633\u0651\u0627\u0633\u0629 \u0648\u062d\u0641\u0638\u0647\u0627\u060c \u0648\u0645\u0646\u0639 \u0633\u0631\u0642\u062a\u0647\u0627 \u0648\u062a\u0633\u0631\u064a\u0628\u0647\u0627 \u0648\u062a\u062e\u0631\u064a\u0628\u0647\u0627 \u0641\u062d\u0633\u0628\u061b \u0648\u0625\u0646\u0651\u0645\u0627 \u0623\u064a\u0636\u064b\u0627 \u0644\u0631\u0642\u0645\u0646\u0629 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0651\u0629 \u0648\u0623\u062a\u0645\u062a\u062a\u0629 \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621.<\/li>\n<\/ul>\n
8. \u0627\u0644\u062e\u0627\u062a\u0645\u0629<\/b><\/h1>\n
\u0644\u0645 \u062a\u0639\u062f \u062a\u0642\u0646\u064a\u0651\u0627\u062a \u0627\u0644\u0630\u0651\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0651 \u0648\u0627\u0644\u0645\u0646\u0638\u0648\u0645\u0627\u062a \u0627\u0644\u0631\u0651\u0642\u0645\u064a\u0651\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u062d\u0643\u0631\u064b\u0627 \u0639\u0644\u0649 \u062c\u0647\u0629\u064d \u062f\u0648\u0646 \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u062a\u0645\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0623\u0646\u0651\u0647\u0627 \u0644\u0645 \u062a\u0639\u062f \u0645\u062c\u0631\u0651\u062f \u0648\u0627\u062c\u0647\u0629\u064d \u062c\u0630\u0651\u0627\u0628\u0629\u064d \u062a\u0641\u0627\u0639\u0644\u064a\u0651\u0629\u064d \u0648\u0631\u0641\u0627\u0647\u064a\u0651\u0629\u064d \u062d\u062a\u0645\u064a\u0651\u0629\u064d \u0644\u0644\u0641\u0631\u062f\u060c \u0628\u0642\u062f\u0631 \u0645\u0627 \u0623\u0635\u0628\u062d\u062a \u0639\u0644\u064a\u0647 \u0627\u0644\u0622\u0646\u061b \u0636\u0631\u0648\u0631\u0629 \u0644\u0627\u0628\u062f\u0651 \u0645\u0646\u0647\u0627 \u0648\u0644\u0627 \u063a\u0646\u064b\u0649 \u0639\u0646\u0647\u0627. \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u062e\u064a\u0631 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643 \u0628\u0625\u0639\u0627\u062f\u062a\u0647\u0627 \u0635\u064a\u0627\u063a\u0629 \u0648\u062a\u0634\u0643\u064a\u0644 \u0647\u0648\u064a\u0651\u0629 \u0627\u0644\u0630\u0651\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u064a\u0633 \u0628\u062f\u064a\u0644\u064b\u0627 \u0639\u0646\u0651\u0627\u060c \u0628\u0644 \u0643\u0645\u0633\u0627\u0639\u062f\u064b\u0627 \u0644\u0646\u0627 \u064a\u0645\u0643\u0646\u0646\u0627 \u0645\u0646 \u062a\u0648\u0638\u064a\u0641 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0628\u0648\u062d\u062f\u0627\u062a\u0647\u0627 \u0627\u0644\u062a\u0651\u0639\u0627\u0648\u0646\u064a\u0651\u0629 \u0641\u064a \u062e\u062f\u0645\u0629 \u0645\u0634\u0627\u0631\u064a\u0639\u0646\u0627 \u0648\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0646\u0627 \u0627\u0644\u0645\u062d\u0644\u0651\u064a\u0651\u0629\u060c \u0648\u062a\u0633\u0631\u064a\u0639 \u0639\u062c\u0644\u0629 \u0627\u0644\u0625\u0646\u062c\u0627\u0632\u060c \u0648\u062f\u0639\u0645 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u0648\u0637\u0646\u064a\u0651. \u0648\u0647\u0630\u0627 \u0645\u0646 \u0634\u0623\u0646\u0647 \u0623\u0646 \u064a\u062e\u0644\u0642 \u0622\u0641\u0627\u0642\u064b\u0627 \u0648\u0627\u0633\u0639\u0629\u064b \u0641\u064a \u0631\u064a\u0627\u062f\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u0627\u0644\u062a\u0651\u0646\u0645\u064a\u0629 \u0627\u0644\u0648\u0637\u0646\u064a\u0651\u0629 \u0648\u0627\u0644\u062a\u0651\u062d\u0651\u0648\u0644 \u0627\u0644\u0631\u0651\u0642\u0645\u064a \u0648\u0627\u0644\u0631\u0651\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u0651\u062d\u064a\u0651\u0629 \u0648\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a\u0651 \u0648\u063a\u064a\u0631\u0647\u0627 \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0651\u064a \u0628\u0627\u062a\u062a \u062a\u062a\u0637\u0644\u0651\u0628 \u062a\u0639\u0627\u0648\u0646\u064b\u0627 \u0645\u0646\u0633\u0651\u0642\u064b\u0627 \u0628\u064a\u0646 \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0651\u0629 \u0648\u0627\u0644\u0630\u0651\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061b \u0644\u062a\u062d\u0642\u064a\u0642 \u0623\u062b\u0631\u064d \u0645\u0633\u062a\u062f\u0627\u0645 \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a.<\/p>\n
9. \u0627\u0644\u0645\u0631\u0627\u062c\u0639<\/b><\/h1>\n\n- https:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?arnumber=10546975<\/a><\/li>\n
- LLM Multi-Agent Systems: Challenges and Open Problems<\/a><\/li>\n
- What is a multi-agent system in AI? | Google Cloud<\/a><\/li>\n
- Microsoft Agent Framework (Preview): Build AI Agents in .NET | Syncfusion Blogs<\/a><\/li>\n
- What are AI agents? Definition, examples, and types | Google Cloud<\/a><\/li>\n
- https:\/\/www.researchgate.net\/profile\/Regina-Holt\/publication\/404276764_Agentic_AI_Systems_and_Multi-Agent_Orchestration_Architectures_Challenges_and_Emerging_Applications\/links\/<\/a><\/li>\n<\/ol>\n
<\/p>\n
<\/p>\n
\u00a0<\/b><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":17,"featured_media":12040,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"give_campaign_id":0,"footnotes":""},"categories":[54],"tags":[],"class_list":["post-11802","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-users-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/posts\/11802","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/comments?post=11802"}],"version-history":[{"count":15,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/posts\/11802\/revisions"}],"predecessor-version":[{"id":12039,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/posts\/11802\/revisions\/12039"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/media\/12040"}],"wp:attachment":[{"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/media?parent=11802"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/categories?post=11802"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/tags?post=11802"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
2. \u0645\u0627 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0625\u0630\u0646\u061f<\/b><\/h1>\n
3. \u0646\u0638\u0631\u0629\u064c \u0634\u0645\u0648\u0644\u064a\u0651\u0629\u064c \u062d\u0648\u0644 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621<\/b><\/h1>\n
1.3 \u0623\u0646\u0648\u0627\u0639 \u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0639\u0645\u0644 \u0644\u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629<\/b><\/h2>\n
<\/span><\/div><\/div><\/div><\/div><\/div>- \n
- \u0627\u0644\u0647\u064a\u0643\u0644 \u0645\u062a\u0633\u0627\u0648\u064a \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a (<\/strong>Equi-Level Structure<\/strong>): <\/strong>\u0647\u0646\u0627 \u064a\u0643\u0648\u0646 \u0644\u0643\u0644\u0651 \u0648\u0643\u064a\u0644\u064d \u062f\u0648\u0631\u0647 \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u062a\u0647 \u0627\u0644\u062e\u0627\u0635\u0651\u0629 \u0648\u0644\u0643\u0646 \u0645\u0646 \u062f\u0648\u0646 \u0623\u064a\u0651 \u0645\u064a\u0632\u0629\u064d \u0647\u0631\u0645\u064a\u0651\u0629\u064d \u062a\u064f\u0644\u062d\u0642 \u0628\u0623\u064a\u0651\u064d \u0645\u0646\u0647\u0627\u060c \u0645\u062b\u0644 \u0627\u0644\u0646\u0651\u0638\u0627\u0645 \u0627\u0644\u0645\u0648\u0632\u0651\u0639 \u0627\u0644\u0644\u0651\u0627\u0645\u0631\u0643\u0632\u064a. \u0648\u0645\u0646 \u062b\u0645\u0651\u064e \u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u062f\u0649 \u0648\u0643\u0644\u0627\u0621 \u0647\u0630\u0627 \u0627\u0644\u0646\u0651\u0645\u0637 \u0623\u0647\u062f\u0627\u0641\u064c \u0645\u062a\u0634\u0627\u0628\u0647\u0629\u064c<\/strong>\u060c \u0641\u0645\u0646 \u0627\u0644\u0637\u0651\u0628\u064a\u0639\u064a \u0623\u0646 \u064a\u062a\u0645\u0651 \u0627\u0644\u062a\u0651\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u062a\u0651\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a\u064d \u062c\u0645\u0627\u0639\u064a\u0651\u0629\u064d \u0648\u062a\u0642\u0627\u0633\u0645 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0651\u0627\u062a \u0628\u063a\u064a\u0629 \u062a\u062d\u0642\u064a\u0642 \u0647\u062f\u0641\u064d \u0645\u0634\u062a\u0631\u0643\u064d \u062f\u0648\u0646 \u0642\u064a\u0627\u062f\u0629\u064d \u0645\u0631\u0643\u0632\u064a\u0651\u0629\u064d\u060c \u0648\u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0628\u0644 \u0625\u0646 \u0643\u0627\u0646 \u0644\u062f\u064a\u0647\u0645 \u0623\u0647\u062f\u0627\u0641\u064c \u0645\u062a\u0639\u0627\u0631\u0636\u0629\u064c<\/strong> \u0639\u0646\u062f\u0647\u0627 \u0633\u064a\u062a\u0645\u0651 \u0641\u062a\u062d \u0637\u0627\u0648\u0644\u0629 \u0627\u0644\u062a\u0651\u0641\u0627\u0648\u0636 \u0648\u0627\u0644\u0646\u0651\u0642\u0627\u0634 \u0628\u064a\u0646\u0647\u0645 \u0641\u064a \u0633\u0628\u064a\u0644 \u0627\u0644\u062a\u0651\u0648\u0635\u0651\u0644 \u0625\u0644\u0649 \u062d\u0644\u0648\u0644\u064d \u0646\u0647\u0627\u0626\u064a\u0651\u0629\u064d \u0644\u0644\u0645\u0634\u0643\u0644\u0629.<\/li>\n
- \u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u0647\u0631\u0645\u064a (<\/strong>Hierarchical Structure):<\/strong> \u0647\u0646\u0627 \u0644\u0643\u0644\u0651 \u0648\u0643\u064a\u0644\u064d \u062f\u0648\u0631\u064c \u0645\u0637\u0627\u0628\u0642\u064c \u0644\u0645\u0633\u062a\u0648\u0649 \u062a\u0648\u0627\u062c\u062f\u0647 \u0627\u0644\u0647\u0631\u0645\u064a\u0651 \u0623\u064a \u0633\u064a\u0643\u0648\u0646 \u0644\u062f\u064a\u0646\u0627 <\/span>\u0642\u0627\u0626\u062f\u064c <\/strong>(leader) \u0644\u0644\u062a\u0651\u0648\u062c\u064a\u0647 \u0648\u0627\u0644\u062a\u0651\u062e\u0637\u064a\u0637\u060c \u0648\u0648\u0627\u062d\u062f\u064c \u0623\u0648 \u0623\u0643\u062b\u0631 \u0645\u0646 <\/span>\u0627\u0644\u0623\u062a\u0628\u0627\u0639 <\/strong>(followers) \u0627\u0644\u0651\u0630\u064a\u0646 \u064a\u0646\u0641\u0630\u0648\u0646 \u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u062f (\u0627\u0644\u0633\u0651\u0644\u0637\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0651\u0629). \u0648\u0645\u0646 \u062b\u0645\u0651\u064e \u0639\u0645\u0644\u064a\u0651\u0629 \u0635\u0646\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0636\u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u0647\u064a\u0643\u0644 \u0633\u062a\u0623\u062e\u0630 \u0637\u0627\u0628\u0639\u064b\u0627 \u0648\u062a\u0631\u062a\u064a\u0628\u064b\u0627 \u062a\u0633\u0644\u0633\u0644\u064a\u0651\u064b\u0627 \u0628\u0641\u0636\u0644 \u0627\u0644\u0648\u0643\u064a\u0644 \u0627\u0644\u0642\u0627\u0626\u062f \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0639\u0646 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0628\u0634\u0643\u0644 \u062a\u0639\u0644\u064a\u0645\u0627\u062a\u064d (instructions) \u0645\u062b\u0644\u064b\u0627\u060c \u0648\u0645\u0627 \u064a\u0646\u062a\u062c \u0639\u0646\u0647\u0627 \u0645\u0646 \u0627\u062a\u0651\u062e\u0627\u0630 \u0625\u062c\u0631\u0627\u0621\u0627\u062a\u064d (actions) \u0645\u0648\u0627\u0641\u0642\u0629 \u0644\u0647\u0627 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0623\u0637\u0631\u0627\u0641 \u0627\u0644\u062a\u0651\u0627\u0628\u0639\u0629.<\/span><\/li>\n
- \u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u0645\u062a\u062f\u0627\u062e\u0644 (<\/strong>Nested Structure<\/strong>): <\/strong>\u0623\u0648 \u0645\u0627 \u064a\u0639\u0631\u0641 \u0628\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0647\u062c\u064a\u0646\u0629 (<\/strong>Hybrid Structure)<\/strong>\u060c \u0648\u0647\u0646\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u0642\u0648\u0644: \u0645\u0627 \u062f\u0627\u0645 \u064a\u0642\u0639 \u0639\u0644\u0649 \u0639\u0627\u062a\u0642 \u0628\u0639\u0636 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u062a\u0651\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u0647\u0627\u0645 \u0645\u0639\u0642\u062f\u0629\u060c \u0641\u0633\u064a\u0643\u0648\u0646 \u0645\u0646 \u0627\u0644\u0623\u062c\u062f\u0631 \u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0625\u0644\u0649 \u0645\u0647\u0627\u0645 \u0623\u0635\u063a\u0631 \u0648\u0625\u0646\u0634\u0627\u0621 \u0646\u0638\u0627\u0645\u064d \u0641\u0631\u0639\u064a\u0651\u064d (sub-system) \u0633\u0648\u0627\u0621 \u0623\u0643\u0627\u0646 \u0628\u0647\u064a\u0643\u0644\u064d \u0645\u062a\u0633\u0627\u0648\u064a \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0623\u0645 \u0647\u064a\u0643\u0644 \u0647\u0631\u0645\u064a\u0651 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u0639\u0627\u0646\u0629 \u0628\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0644\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0625\u0646\u062c\u0627\u0632 \u0647\u0630\u0647 \u0627\u0644\u0645\u0647\u0627\u0645. \u0639\u0646\u062f\u0647\u0627 \u0633\u062a\u0644\u0639\u0628 \u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0651\u062f\u0627\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u0636\u0644\u064b\u0627 \u0639\u0646 \u0639\u0648\u0627\u0645\u0644 \u062a\u0623\u062b\u064a\u0631\u064d \u062e\u0627\u0631\u062c\u064a\u0651\u0629\u064d \u0644\u0647\u0627 \u062f\u0648\u0631\u0647\u0627 \u0641\u064a \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0651\u0639\u0642\u064a\u062f\u064a \u0644\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0651\u0627\u062a \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a.<\/li>\n
- \u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u062f\u0651\u064a\u0646\u0627\u0645\u064a\u0643\u064a: (<\/strong>Dynamic Structure<\/strong>) \u0647\u0646\u0627 \u064a\u0643\u0648\u0646 \u0644\u062f\u064a\u0646\u0627 \u0639\u0648\u0627\u0645\u0644 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0651\u063a\u064a\u0631 \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a \u0648\u0645\u062a\u0639\u0644\u0651\u0642\u0629 \u0628\u062d\u0627\u0644\u0629 \u0627\u0644\u0646\u0651\u0638\u0627\u0645\u060c \u0645\u062b\u0644: \u062f\u0648\u0631 \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0639\u062f\u062f\u0647\u0627 \u0648\u0639\u0644\u0627\u0642\u0627\u062a\u0647\u0627<\/strong>. \u0648\u0645\u0646 \u062b\u0645\u0651\u064e \u064a\u0645\u0643\u0646 \u0644\u0644\u0648\u0643\u0644\u0627\u0621 \u0625\u0639\u0627\u062f\u0629 \u0635\u064a\u0627\u063a\u0629 \u0648\u062a\u0634\u0643\u064a\u0644 \u0623\u062f\u0648\u0627\u0631\u0647\u0627 \u0648\u0639\u0644\u0627\u0642\u0627\u062a\u0647\u0627 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0651\u064b\u0627 \u0641\u064a \u0627\u0633\u062a\u062c\u0627\u0628\u0629\u064d \u0645\u0646\u0647\u0627 \u0644\u0644\u0638\u0651\u0631\u0648\u0641 \u0627\u0644\u0645\u062a\u063a\u064a\u0651\u0631\u0629 \u0648\u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629.<\/li>\n<\/ul>\n
2.3 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0651\u0629 \u0648\u0627\u0644\u0645\u0643\u0648\u0651\u0646\u0627\u062a \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0651\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629<\/b><\/h2>\n
\u062f\u0639\u0648\u0646\u0627 \u0627\u0644\u0622\u0646 \u0646\u0646\u062a\u0642\u0644 \u0644\u0644\u062d\u062f\u064a\u062b \u0639\u0644\u0649 \u0646\u062d\u0648 \u0637\u0641\u064a\u0641\u064d \u0639\u0646 \u0623\u0628\u0631\u0632 \u0645\u0627 \u064a\u0645\u064a\u0651\u0632 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0651\u0629 \u0627\u0644\u062e\u0627\u0635\u0651\u0629 \u0628\u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0646 \u0645\u0643\u0648\u0651\u0646\u0627\u062a\u064d\u060c \u0645\u062a\u0645\u062b\u0651\u0644\u0629 \u0628\u0640\u0640: \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0627\u0644\u0628\u064a\u0626\u0629 \u0648\u0622\u0644\u064a\u0651\u0627\u062a \u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644.<\/p>\n
- \n
- \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0646\u0651\u0638\u0627\u0645 (agents):<\/b> \u0623\u0648 \u0643\u0645\u0627 \u064a\u064f\u0642\u0627\u0644 \u0644\u0647\u0645 “\u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0651\u0629”<\/b>\u060c \u0647\u064a \u0648\u062d\u062f\u0627\u062a\u064c \u062a\u0646\u0641\u064a\u0630\u064a\u0651\u0629\u064c \u062f\u0627\u062e\u0644 \u0627\u0644\u0646\u0651\u0638\u0627\u0645 \u0645\u0633\u0624\u0648\u0644\u0629\u064c -\u0648\u0641\u0642 \u0623\u062f\u0648\u0627\u0631\u0647\u0627 \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0651\u0627\u062a\u0647\u0627 \u0648\u0645\u0633\u0624\u0648\u0644\u064a\u0651\u0627\u062a\u0647\u0627 \u0648\u0623\u0647\u062f\u0627\u0641\u0647\u0627 \u0648\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0644\u062f\u064a\u0647\u0627- \u0639\u0646 \u0648\u0636\u0639 \u0627\u0644\u0645\u0647\u0627\u0645 \u0648\u0627\u0644\u062a\u0651\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0647\u0629 \u0644\u0647\u0627 \u062d\u064a\u0651\u0632 \u0627\u0644\u062a\u0651\u0646\u0641\u064a\u0630 \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u062a\u0651\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0623\u064a\u0636\u064b\u0627. \u0648\u0628\u0627\u0644\u0637\u0651\u0628\u0639 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0623\u064a\u0651 \u0634\u064a\u0621 \u0628\u062f\u0621\u064b\u0627 \u0628\u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0651\u0629 (software programs) \u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0651\u0631\u062f\u0634\u0629 (bots)\u060c \u0648\u0635\u0648\u0644\u064b\u0627 \u0644\u0644\u0631\u0651\u0648\u0628\u0648\u062a\u0627\u062a (robots)\u060c \u0627\u0644\u0637\u0651\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u064a\u0651\u0631\u0629 (drones) \u0648\u062d\u062a\u0651\u0649 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 (sensors).<\/li>\n<\/ul>\n
\u0648\u0644\u0643\u0646 \u064a\u0628\u0642\u0649 \u0644\u062f\u064a\u0646\u0627 \u0633\u0624\u0627\u0644 \u064a\u0637\u0631\u062d \u0646\u0641\u0633\u0647 \u0644\u062a\u062a\u0651\u0636\u062d \u0645\u0639\u0627\u0644\u0645 \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u0623\u0643\u062b\u0631:<\/u><\/p>\n
\u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0644\u0648\u0643\u064a\u0644 \u0623\u0646 \u064a\u0633\u062a\u0642\u0644\u0651 \u0628\u0630\u0627\u062a\u0647 \u0628\u062d\u064a\u062b \u064a\u062d\u0644\u0651\u0644 \u0648\u064a\u0641\u0647\u0645 \u0637\u0644\u0628\u0627\u062a\u0643 \u0643\u0645\u0633\u062a\u062e\u062f\u0645\u064d \u0644\u0647 \u0648\u064a\u062a\u0641\u0627\u0639\u0644 \u0645\u0639\u0643 \u0645\u0633\u062a\u062f\u0639\u064a\u0651\u064b\u0627 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062a\u0651\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0651\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u0645\u0647\u0645\u0651\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0645\u0639 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0627\u0644\u0643\u0627\u0645\u0644 \u0628\u0633\u064a\u0627\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u064a\u0646\u0643\u0645\u0627\u061f<\/b><\/p>\n
\u0648\u0647\u0646\u0627 \u062a\u062a\u0628\u0644\u0648\u0631 \u0623\u0647\u0645\u064a\u0651\u0629 \u0627\u0644\u0645\u0643\u0648\u0651\u0646\u0627\u062a<\/b> \u0627\u0644\u0622\u062a\u064a\u0629 \u0644\u062a\u0633\u064a\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0636\u0645\u0646 \u0627\u0644\u0648\u0643\u064a\u0644:<\/p>\n
\u0627\u0644\u0634\u0651\u0643\u0644 (2): \u0645\u0643\u0648\u0651\u0646\u0627\u062a \u0648\u0643\u064a\u0644 \u0627\u0644\u0630\u0651\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI agent).<\/b><\/p>\n<\/div><\/div><\/div><\/div><\/div>
<\/span><\/div><\/div><\/div><\/div><\/div>- \n
- \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 (<\/strong>chat model<\/strong>): <\/strong>\u0623\u064a \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u0651\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (large language Models = LLMs)\u060c \u0648\u0647\u064a \u0628\u0645\u0646\u0632\u0644\u0629 \u0627\u0644\u0639\u0642\u0644 \u0627\u0644\u0645\u062f\u0628\u0651\u0631 \u0648\u0631\u0643\u0646 \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0648\u0643\u064a\u0644 \u0627\u0644\u0630\u0651\u0643\u0627\u0621\u061b \u0641\u0628\u0641\u0636\u0644 \u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0627\u0644\u0644\u0651\u063a\u0648\u064a\u0651\u0629 \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0648\u0643\u064a\u0644 \u0641\u0647\u0645 \u0627\u0644\u0644\u0651\u063a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0648\u062a\u0648\u0644\u064a\u062f\u0647\u0627\u060c \u0641\u0636\u0644\u064b\u0627 \u0639\u0646 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0648\u0627\u0644\u062a\u0651\u0641\u0643\u064a\u0631 \u0648\u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644 \u0628\u0645\u0627 \u064a\u064f\u0646\u0627\u0633\u0650\u0628 \u0637\u0644\u0628\u0627\u062a\u0643. \u0648\u0645\u0646 \u0623\u0628\u0631\u0632 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0651\u0643\u0627\u0621 \u0627\u0644\u062f\u0651\u062e\u064a\u0644\u0629 \u0639\u0644\u0649 \u062d\u064a\u0627\u062a\u0646\u0627: \u0646\u0645\u0648\u0630\u062c \u062c\u064a \u0628\u064a \u062a\u064a <\/span>(GPT)<\/strong> \u0645\u0646 \u0634\u0631\u0643\u0629 (openAI)\u060c \u0646\u0645\u0648\u0630\u062c \u0643\u0644\u0648\u062f <\/span>(Claude)<\/strong> \u0645\u0646 \u0634\u0631\u0643\u0629 (Anthropic)\u060c \u0646\u0645\u0648\u0630\u062c \u062c\u064a\u0645\u064a\u0646\u0627\u064a <\/span>(Gemini)<\/strong> \u0645\u0646 \u0634\u0631\u0643\u0629 (Google) \u0648\u0646\u0645\u0648\u0630\u062c \u062f\u064a\u0628 \u0633\u064a\u0643 <\/span>(DeepSeek)<\/strong> \u0645\u0646 \u0634\u0631\u0643\u0629 (DeepSeek) \u0648\u062a\u0637\u0648\u0644 \u0627\u0644\u0642\u0627\u0626\u0645\u0629\u2026<\/span><\/li>\n
- \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 (<\/strong>memory<\/strong>): <\/strong>\u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0648\u0643\u064a\u0644 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u0633\u0651\u064a\u0627\u0642\u060c \u0648\u0627\u0644\u062a\u0651\u0639\u0644\u0651\u0645 \u0645\u0646 \u0627\u0644\u062a\u0651\u062c\u0627\u0631\u0650\u0628\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a\u0647\u060c \u0623\u062f\u0627\u0626\u0647\u060c \u0648\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u0647\u060c \u0648\u0627\u062a\u062e\u0627\u0630\u0647 \u0644\u0644\u0642\u0631\u0627\u0631 \u0628\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u062a\u0641\u0627\u0639\u0644\u0627\u062a\u0647 \u0627\u0644\u0633\u0651\u0627\u0628\u0642\u0629 \u0627\u0644\u0645\u062e\u0632\u0651\u0646\u0629 \u0641\u064a \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0648\u0627\u0644\u062a\u0651\u0643\u064a\u0651\u0641 \u0645\u0639 \u0627\u0644\u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u062c\u062f\u064a\u062f\u0629. \u0648\u0647\u0630\u0627 \u0628\u062f\u0648\u0631\u0647 \u064a\u0642\u0648\u062f\u0646\u0627 \u0644\u0644\u062d\u0627\u062c\u0629 \u0644\u0648\u062c\u0648\u062f <\/span>\u0623\u0646\u0648\u0627\u0639\u064d \u0639\u062f\u0629 \u0645\u0646 \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 <\/u><\/strong>\u0628\u0645\u0627 \u0641\u064a\u0647\u0627 \u0627\u0644\u0651\u062a\u064a \u062a\u0636\u0645\u0646 \u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u062a\u0643\u0627\u0645\u0644<\/u>\u0647\u0627<\/u> \u0648\u0625\u062f\u0627\u0631\u062a\u0647\u0627 \u0639\u0628\u0631 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0643\u0627\u0641\u0629\u060c<\/strong> \u0645\u062b\u0644:<\/u><\/li>\n<\/ul>\n
- \n
- \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0642\u0635\u064a\u0631\u0629 \u0627\u0644\u0645\u062f\u0649 (Short-term memory):<\/b> \u0647\u064a \u0630\u0627\u0643\u0631\u0629\u064c \u0645\u0624\u0642\u062a\u0629 \u0644\u0644\u062a\u0651\u0641\u0627\u0639\u0644\u0627\u062a \u0648\u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0645\u0646 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0644\u0651\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631 (LLM)\u060c \u0648\u0644\u0643\u0646\u0651\u0647\u0627 \u062a\u0646\u062a\u0647\u064a \u0628\u0627\u0646\u062a\u0647\u0627\u0621 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n
- . \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0645\u062f\u0649 (Long-term Memory):<\/b> \u0648\u0647\u064a \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u0629 \u0639\u0646 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a (queries) \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a (responses) \u0627\u0644\u0633\u0651\u0627\u0628\u0642\u0629\u061b \u0623\u064a “\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a” (chat histories) \u0645\u0646 \u0623\u062c\u0644 \u062f\u0639\u0645 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0644\u0644\u062a\u0651\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0651\u0629 \u0648\u062a\u0633\u0647\u064a\u0644\u0647\u0627\u061b \u0623\u064a \u0647\u064a \u0627\u0644\u0623\u0631\u0634\u064a\u0641 \u0627\u0644\u062e\u0627\u0635\u0651 \u0628\u0643.<\/li>\n
- . \u0630\u0627\u0643\u0631\u0629 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0651\u0629 (External data storage) :<\/b> \u0648\u0641\u064a\u0647\u0627 \u062a\u064f\u0643\u0627\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u0651\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0628\u0623\u0646\u0638\u0645\u0629 \u062a\u062e\u0632\u064a\u0646\u064d \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0651\u0629 \u0645\u062b\u0644 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0651\u062c\u0647\u064a\u0651\u0629 (vector databases)\u061b \u0644\u062a\u062b\u0631\u064a \u0647\u0630\u0647 \u0627\u0644\u0646\u0651\u0645\u0627\u0630\u062c \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a\u0647\u0627 \u0628\u0645\u0639\u0631\u0641\u0629\u064d \u0625\u0636\u0627\u0641\u064a\u0651\u0629\u064d \u062a\u062c\u0639\u0644\u0647\u0627 \u0623\u0643\u062b\u0631\u060c \u062f\u0642\u0651\u0629 \u0648\u0630\u0627\u062a \u0635\u0644\u0629\u064d \u0648\u0627\u0631\u062a\u0628\u0627\u0637\u064d \u0648\u062b\u064a\u0642\u064d \u0628\u0633\u064a\u0627\u0642 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0643.<\/li>\n
- \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0623\u062d\u062f\u0627\u062b\/\u0627\u0644\u062e\u0628\u0631\u0627\u062a (Episodic Memory):<\/b> \u062a\u0624\u062f\u0651\u0650\u064a \u0647\u0630\u0647 \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u062f\u0648\u0631\u064b\u0627 \u062c\u0648\u0647\u0631\u064a\u0651\u064b\u0627 \u0641\u064a \u062c\u0639\u0644 \u0622\u0644\u064a\u0651\u0629 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u062a\u0643\u064a\u0651\u0641\u064b\u0627\u060c \u0639\u0628\u0631 \u0645\u0637\u0627\u0628\u0642\u0629 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0643 \u0627\u0644\u062d\u0627\u0644\u064a \u0627\u0644\u062c\u062f\u064a\u062f \u0633\u064a\u0627\u0642\u064a\u0651\u064b\u0627 \u0645\u0639 \u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644\u0627\u062a \u0648\u0627\u0644\u0623\u062d\u062f\u0627\u062b \u0648\u0627\u0644\u062a\u0651\u062c\u0627\u0631\u0628 \u0627\u0644\u0633\u0651\u0627\u0628\u0642\u0629 \u0627\u0644\u0645\u062e\u0632\u0651\u0646\u0629 \u0630\u0627\u062a \u0627\u0644\u062a\u0651\u0633\u0644\u0633\u0644 \u0627\u0644\u0632\u0651\u0645\u0646\u064a.<\/li>\n
- \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u0651\u0648\u0627\u0641\u0642\u064a\u0651\u0629 (Consensus Memory):<\/b> \u0648\u0647\u064a \u0630\u0627\u0643\u0631\u0629\u064c \u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u0651\u0639\u0627\u0648\u0646 \u0627\u0644\u0641\u0639\u0651\u0627\u0644 \u0628\u064a\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0628\u0641\u0636\u0644 \u0639\u0645\u0644\u0647\u0627 \u0645\u0635\u062f\u0631\u064b\u0627 \u0645\u0648\u062d\u062f\u064b\u0627 \u0644\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629\u060c \u0645\u062b\u0644: \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0651\u0635\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u064d \u0645\u0639\u064a\u0651\u0646\u064d.<\/li>\n<\/ol>\n
- \n
- \n
\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062a\u0651\u0643\u0627\u0645\u0644\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0651\u0629 (external integrations & tools):<\/span>\u0647\u064a \u0645\u0648\u0627\u0631\u062f\u064c \u062e\u0627\u0631\u062c\u064a\u0651\u0629\u064c \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0648\u0643\u064a\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0648\u0627\u0644\u0627\u0633\u062a\u0639\u0627\u0646\u0629 \u0628\u0647\u0627 \u0641\u064a \u0633\u064a\u0627\u0642 \u0625\u0646\u062c\u0627\u0632 \u0645\u0647\u0627\u0645\u064d \u0645\u0639\u0642\u062f\u0629\u064d \u0645\u0646 \u0623\u062c\u0644 \u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644 \u0645\u0639 \u0628\u064a\u0626\u062a\u0647 \u062a\u0641\u0627\u0639\u0644\u064b\u0627 \u0641\u0639\u0651\u0627\u0644\u064b\u0627 \u0648\u062a\u0639\u0632\u064a\u0632 \u0642\u062f\u0631\u0627\u062a\u0647\u061b \u0625\u0630 \u062a\u0648\u0641\u0651\u0631 \u0644\u0647 \u0627\u0644\u0648\u0635\u0648\u0644 \u0644\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 (up-to-date info)\u060c \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0651\u062d\u0643\u0645 \u0623\u064a\u0636\u064b\u0627 \u0641\u064a \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0651\u0629. \u0645\u0646 \u0623\u0645\u062b\u0644\u062a\u0647\u0627: \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (databases) \u0648\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0651\u0637\u0628\u064a\u0642\u0627\u062a (APIs). <\/span><\/p>\n<\/li>\n
- \u0627\u0644\u0628\u064a\u0626\u0629 (environment):<\/b> \u0647\u064a \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u0628\u064a\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u061b \u0625\u0630 \u062a\u0624\u0645\u0651\u0646 \u0644\u0647\u0645 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0648\u062a\u0641\u0631\u0636 \u0627\u0644\u0642\u064a\u0648\u062f \u0648\u062a\u0641\u062a\u062d \u062c\u0633\u0648\u0631 \u0627\u0644\u062a\u0651\u0648\u0627\u0635\u0644 \u0628\u064a\u0646\u0647\u0645 \u0627\u0644\u0645\u0642\u0627\u062f\u0629 \u0628\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644. \u0645\u0646 \u0627\u0644\u0645\u0645\u0643\u0646 \u0644\u0647\u0627 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0651\u0629\u060c \u0645\u062b\u0644: \u0627\u0644\u0634\u0651\u0628\u0643\u0629 \u0623\u0648 \u0645\u0627\u062f\u064a\u0651\u0629\u060c \u0645\u062b\u0644: \u0623\u0631\u0636\u064a\u0651\u0629 \u0645\u0635\u0646\u0639 \u0644\u0644\u0648\u0643\u0644\u0627\u0621 (\u0627\u0644\u0631\u0651\u0648\u0628\u0648\u062a\u0627\u062a).<\/li>\n
- \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u062a\u0651\u0648\u0627\u0635\u0644 (Communication protocols):<\/b> \u0644\u0643\u064a \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0627\u0644\u062a\u0651\u0648\u0627\u0635\u0644 \u0627\u0644\u0641\u0639\u0651\u0627\u0644 \u0641\u064a\u0645\u0627 \u0628\u064a\u0646\u0647\u0645 \u0636\u0645\u0646 \u0628\u064a\u0626\u0629\u064d \u0645\u0634\u062a\u0631\u0643\u0629\u064d \u062a\u0639\u0627\u0648\u0646\u064a\u0651\u0629\u064d\u060c \u0641\u0644\u0627\u0628\u062f\u0651 \u0645\u0646 \u0648\u062c\u0648\u062f \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u062a\u0648\u0627\u0635\u0644 \u0623\u0634\u0628\u0647 \u0628\u0642\u0648\u0627\u0639\u062f \u0645\u062a\u0651\u0641\u0642\u064d \u0639\u0644\u064a\u0647\u0627 \u0645\u0633\u0628\u0642\u064b\u0627 \u0628\u064a\u0646 \u0627\u0644\u0623\u0637\u0631\u0627\u0641 \u062a\u0636\u0645\u0646 \u0644\u0647\u0645 \u062a\u062d\u0642\u064a\u0642 \u062b\u0644\u0627\u062b\u0629 \u0645\u0633\u062a\u0648\u064a\u0627\u062a\u064d\u060c \u0648\u0647\u064a:<\/li>\n<\/ul>\n
- \n
- \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0641\u0647\u0645 \u0627\u0644\u062f\u0651\u0644\u0627\u0644\u064a:<\/b> \u0627\u0644\u0645\u062a\u0645\u062b\u0651\u0644 \u0628\u0627\u0644\u0627\u062a\u0651\u0641\u0627\u0642 \u0639\u0644\u0649 \u0644\u063a\u0629 \u062a\u0648\u0627\u0635\u0644 \u0645\u0634\u062a\u0631\u0643\u0629\u064d (Agent Communication Language = ACL)\u060c \u062a\u062d\u062f\u064a\u062f \u0647\u0648\u064a\u0651\u0629 \u0627\u0644\u0645\u0631\u0633\u0644 (sender)\u060c \u0648\u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0631\u0651\u0633\u0627\u0644\u0629 (receiver)\u060c \u0648\u0627\u0644\u0625\u062c\u0631\u0627\u0621 (action)\u060c \u0648\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0631\u0651\u0633\u0627\u0644\u0629 (message content)\u060c \u0641\u0636\u0644\u064b\u0627 \u0639\u0646 \u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0631\u0651\u0633\u0627\u0644\u0629 \u0648\u0646\u0648\u0639\u0647\u0627.<\/span><\/li>\n
- \n
\u0645\u0633\u062a\u0648\u0649 \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0631\u0651\u0633\u0627\u0644\u0629:<\/b> \u0627\u0644\u0645\u062a\u0639\u0644\u0651\u0642 \u0628\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0635\u064a\u063a\u0629\u064d \u0648\u0627\u0644\u062a\u0646\u0633\u064a\u0642\u064d \u0627\u0644\u0645\u0648\u062d\u0651\u062f\u064d \u0644\u0644\u0631\u0651\u0633\u0627\u0644\u0629 \u0627\u0644\u0645\u0631\u0633\u0644\u0629\u060c \u0645\u062b\u0644: \u0635\u064a\u063a\u0629 JSON \u0623\u0648 XML.<\/p>\n<\/li>\n
- <\/b> \u0645\u0633\u062a\u0648\u0649 \u0646\u0642\u0644 \u0627\u0644\u0631\u0651\u0633\u0627\u0644\u0629:<\/b> \u0623\u064a \u0630\u0643\u0631 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644 \u0646\u0642\u0644 \u0648\u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0631\u0651\u0633\u0627\u0626\u0644\u060c \u0645\u062b\u0644: \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644 HTTP \u0623\u0648 MQTT.<\/span><\/li>\n<\/ol>\n
4. \u0645\u0627 \u0647\u064a \u0622\u0644\u064a\u0651\u0629 \u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629\u060c \u0648\u0643\u064a\u0641 \u064a\u062a\u0645\u0651 \u0627\u0644\u062a\u0651\u0639\u0627\u0648\u0646 \u0648\u0627\u0644\u062a\u0651\u0646\u0633\u064a\u0642 \u0628\u064a\u0646 \u0639\u062f\u0651\u0629 \u0648\u0643\u0644\u0627\u0621\u061f<\/b><\/h1>\n
\u0628\u0639\u062f \u0623\u0646 \u0627\u0643\u062a\u0645\u0644\u062a \u0627\u0644\u0635\u0651\u0648\u0631\u0629 \u0627\u0644\u0630\u0651\u0647\u0646\u064a\u0629 \u0644\u062f\u064a\u0646\u0627 \u062d\u0648\u0644 \u0645\u0641\u0647\u0648\u0645 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0648\u062a\u0643\u0627\u0645\u0644 \u0623\u062f\u0648\u0627\u0631 \u0639\u0646\u0627\u0635\u0631\u0647\u0627\u060c \u0648\u0627\u0644\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0628\u0646\u064a\u0651\u0629 \u0639\u0644\u064a\u0647\u0627 \u0641\u064a \u0627\u0644\u0623\u0633\u0627\u0633 \u0627\u0644\u0651\u062a\u064a \u062a\u0645\u0646\u062d\u0647\u0627 \u0635\u0641\u0629 \u0627\u0644\u0627\u0633\u062a\u0642\u0644\u0627\u0644\u064a\u0651\u0629\u060c \u0648\u062a\u0639\u0632\u0651\u0632 \u0642\u062f\u0631\u0627\u062a\u0647\u0627\u060c \u0648\u062a\u0647\u0628\u0647\u0627 \u0645\u0632\u0627\u064a\u0627 \u0645\u0633\u0627\u0646\u062f\u0629 \u0644\u0647\u0627 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0648\u0628\u0639\u0636 \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u062a\u0651\u0646\u0641\u064a\u0630\u064a\u0629 \u062a\u062c\u0627\u0647 \u062d\u0627\u0644\u0627\u062a\u064d \u0645\u062d\u062f\u0651\u062f\u0629\u064d\u060c \u0648\u062d\u0644\u0651 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u0651\u062f\u0629\u060c \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a\u064d \u063a\u0646\u064a\u0651\u0629\u064d \u0628\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0623\u0643\u062b\u0631 \u062f\u0642\u0629\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0631\u0624\u064a\u0629 \u0623\u0646\u0651 \u0643\u0644\u0651 \u0645\u0627 \u064a\u062c\u0631\u064a \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0646 \u0623\u062d\u062f\u0627\u062b\u064d \u0648\u062a\u062f\u0641\u0642\u064d \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u064a\u062a\u0645\u0651 \u062a\u062d\u062a \u0625\u0634\u0631\u0627\u0641 \u0646\u0638\u0627\u0645 \u062a\u0641\u0627\u0639\u0644\u064d \u0648\u0627\u062a\u0635\u0627\u0644 \u0639\u0627\u0644\u064a \u0627\u0644\u062a\u0651\u0646\u0633\u064a\u0642 \u0648\u0627\u0644\u062a\u0651\u0646\u0638\u064a\u0645 \u0648\u0627\u0644\u062a\u0651\u062e\u0637\u064a\u0637 \u0648\u0627\u0644\u0641\u0627\u0639\u0644\u064a\u0651\u0629.<\/p>\n
\u0648\u0647\u0643\u0630\u0627\u060c \u0633\u062a\u062a\u0636\u0645\u0651\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0651\u0629 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0627 \u064a\u0623\u062a\u064a:<\/u><\/p>\n
- \n
- \u0627\u0644\u0625\u062f\u0631\u0627\u0643<\/b>: \u0628\u0645\u0644\u0627\u062d\u0638\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0644\u0644\u062a\u0651\u063a\u064a\u0651\u0631\u0627\u062a \u0627\u0644\u062d\u0627\u0635\u0644\u0629 \u0641\u064a \u0628\u064a\u0626\u0629 \u0639\u0645\u0644\u0647\u0645 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629\u060c \u0648\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n
- \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631:<\/b> \u0628\u0641\u0639\u0644 \u0627\u0644\u0627\u0633\u062a\u0639\u0627\u0646\u0629 \u0628\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0651\u0645\u0648\u0630\u062c \u0627\u0644\u0644\u0651\u063a\u0648\u064a\u0651 \u0627\u0644\u0643\u0628\u064a\u0631 \u0627\u0644\u0645\u062a\u0645\u062b\u0651\u0644\u0629 \u0628\u0627\u0644\u0641\u0647\u0645 \u0627\u0644\u0644\u0651\u063a\u0648\u064a\u0651\u060c \u0648\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0648\u0636\u0639 \u062e\u0637\u0651\u0629 \u0639\u0645\u0644\u064d \u0644\u062a\u062d\u0642\u064a\u0642\u064d \u0647\u062f\u0641\u064d \u0645\u0627\u060c \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0651\u0629 \u0627\u0644\u062a\u0651\u0641\u0643\u064a\u0631 \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062a\u0639\u062f\u0651\u062f \u0627\u0644\u062e\u0637\u0648\u0627\u062a.<\/li>\n
- \u0627\u0644\u0625\u062c\u0631\u0627\u0621:<\/b> \u0628\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0625\u062c\u0631\u0627\u0621\u0627\u062a\u0647\u0645 \u0627\u0644\u0645\u062e\u0637\u0651\u0637 \u0644\u0647\u0627 \u0636\u0645\u0646 \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629.<\/li>\n
- \u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644:<\/b> \u0639\u0628\u0631 \u0627\u0644\u062a\u0651\u0648\u0627\u0635\u0644\u060c \u0648\u0627\u0644\u062a\u0651\u0639\u0627\u0648\u0646\u060c \u0648\u0627\u0644\u062a\u0651\u0646\u0633\u064a\u0642 \u0648\u0627\u0644\u062a\u0651\u0641\u0627\u0648\u0636 \u0628\u064a\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0651\u0630\u064a \u064a\u0634\u0645\u0644 \u062a\u0645\u0631\u064a\u0631 \u0627\u0644\u0631\u0651\u0633\u0627\u0626\u0644 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u0648\u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a.<\/li>\n
- \u0627\u0644\u062a\u0651\u0646\u0633\u064a\u0642:<\/b> \u0639\u0628\u0631 \u0639\u0645\u0644 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0648\u0641\u0642 \u0645\u0628\u062f\u0623 \u0627\u0644\u062a\u0651\u0646\u0633\u064a\u0642\u061b \u0625\u0630 \u062a\u0642\u0633\u0651\u0645 \u0627\u0644\u0645\u0647\u0645\u0651\u0629 \u0625\u0644\u0649 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0645\u0646\u0638\u0651\u0645 \u0648\u0645\u0648\u0632\u0651\u0639 \u0628\u064a\u0646\u0647\u0645\u060c \u0648\u062a\u064f\u0633\u0646\u062f \u0644\u0643\u0644\u0651 \u0648\u0627\u062d\u062f\u064d \u0645\u0646\u0647\u0645 \u0623\u062f\u0648\u0627\u0631\u064c \u0648\u0645\u0633\u0624\u0648\u0644\u064a\u0651\u0627\u062a \u0645\u0648\u062c\u0647\u0629\u064c \u0646\u062d\u0648 \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0647\u062f\u0641\u060c \u0641\u064a\u0645\u0627 \u064a\u062e\u062a\u0635\u0651 \u0627\u0644\u0645\u0646\u0633\u0651\u0642 \u0627\u0644\u0639\u0627\u0645 (orchestrator) \u0628\u0627\u0644\u062a\u0651\u062d\u0642\u0651\u0642 \u0645\u0646 \u0635\u062d\u0651\u0629 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0648\u0641\u0642 \u0627\u0644\u062a\u0651\u0633\u0644\u0633\u0644 \u0627\u0644\u0635\u0651\u062d\u064a\u062d\u060c \u0648\u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0628\u064a\u0646\u0647\u0645\u060c \u0648\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0647\u062f\u0641 \u0627\u0644\u0646\u0651\u0647\u0627\u0626\u064a.<\/li>\n<\/ul>\n
5. \u0623\u0637\u0631 \u0639\u0645\u0644 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621<\/b><\/h1>\n
\u0628\u0627\u0644\u0646\u0651\u0638\u0631 \u0625\u0644\u0649 \u0645\u0627 \u062a\u0642\u062f\u0651\u0645\u0647 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0646 \u062a\u0633\u0647\u064a\u0644\u0627\u062a\u064d\u060c \u0648\u0642\u062f\u0631\u0627\u062a\u064d \u0647\u0627\u0626\u0644\u0629\u064d\u060c \u0645\u0639 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0651\u0629 \u0648\u062f\u0639\u0645 \u0635\u0646\u0627\u0639\u0629 \u0627\u0644\u0642\u0631\u0627\u0631\u060c \u0646\u064f\u0634\u0631 \u0639\u062f\u062f \u0645\u0646 \u0623\u0637\u0631 \u0627\u0644\u0639\u0645\u0644 (frameworks) \u0644\u0644\u0645\u0628\u0631\u0645\u062c\u064a\u0646 \u0648\u0627\u0644\u0645\u0637\u0648\u0651\u0631\u064a\u0646 \u062a\u062f\u0639\u0645 \u0645\u0631\u0627\u062d\u0644 \u0639\u0645\u0644\u0647\u0645\u060c \u0648\u062a\u0633\u0627\u0639\u062f\u0647\u0645 \u0641\u064a \u0639\u0645\u0644\u064a\u0651\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0648\u0625\u062f\u0627\u0631\u062a\u0647\u0627\u060c \u0648\u0630\u0644\u0643 \u0628\u062a\u0648\u0641\u064a\u0631 \u0623\u062f\u0648\u0627\u062a\u064d \u062a\u064f\u0633\u0647\u0645 \u0641\u064a \u0627\u0644\u062a\u0651\u0635\u0645\u064a\u0645 \u0648\u0627\u0644\u062a\u0651\u0646\u0633\u064a\u0642 \u0648\u0646\u0634\u0631 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0651\u064a\u0646.<\/p>\n
\u0648\u0645\u0646 \u0623\u0643\u062b\u0631 \u0623\u0645\u062b\u0644\u062a\u0647\u0627 \u0634\u064a\u0648\u0639\u064b\u0627 \u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0622\u062a\u064a\u0629:<\/u><\/b><\/p>\n
- \n
- JADE (Java Agent Development Framework).<\/li>\n
- Mesa (Python).<\/li>\n
- Ray (Python).<\/li>\n
- AutoGen (Microsoft).<\/li>\n
- CrewAI.<\/li>\n
- LangGraph.<\/li>\n
- LangChain.<\/li>\n<\/ul>\n
\u0623\u0645\u0651\u0627 \u0641\u064a\u0645\u0627 \u064a\u062e\u0635\u0651 \u063a\u064a\u0631 \u0627\u0644\u062a\u0651\u0642\u0646\u064a\u0651\u064a\u0646 \u0627\u0644\u0631\u0651\u0627\u063a\u0628\u064a\u0646 \u0628\u062e\u0648\u0636 \u062a\u062c\u0631\u0628\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0648\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646\u0647\u0627 \u0641\u064a \u062a\u062c\u0633\u064a\u062f \u0623\u0641\u0643\u0627\u0631\u0647\u0645 \u0648\u0646\u0645\u0630\u062c\u0629 \u0645\u0647\u0627\u0645\u0647\u0645\u060c \u0641\u0628\u0627\u0644\u0625\u0645\u0643\u0627\u0646 \u0627\u0644\u0644\u0651\u062c\u0648\u0621 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646\u0635\u0651\u0627\u062a\u064d \u0645\u0631\u0626\u064a\u0651\u0629\u064d \u062a\u0641\u0627\u0639\u0644\u064a\u0651\u0629 \u062a\u064f\u062f\u0645\u062c \u0645\u0639\u0647\u0627 \u0643\u062b\u064a\u0631\u064b\u0627 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062a\u0651\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u062a\u062d\u0642\u064a\u0642 \u0647\u062f\u0641 \u0627\u0644\u0628\u0646\u0627\u0621 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u0643\u062a\u0627\u0628\u0629 \u0634\u064a\u0641\u0631\u0627\u062a\u064d \u0628\u0631\u0645\u062c\u064a\u0651\u0629\u064d \u0645\u0639\u0628\u0651\u0631\u0629\u064d \u0639\u0646 \u0627\u0644\u062f\u0648\u0631 \u0648\u0627\u0644\u0647\u062f\u0641 \u0648\u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0651\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0648\u0627\u0644\u0636\u0648\u0627\u0628\u0637 \u0644\u0639\u0645\u0644 \u0643\u0644\u0651 \u0648\u0643\u064a\u0644\u064d \u062f\u0627\u062e\u0644 \u0627\u0644\u0646\u0651\u0638\u0627\u0645 \u0627\u0644\u0630\u0651\u0643\u064a (no-code platforms)\u060c \u0645\u062b\u0644: \u0645\u0646\u0635\u0651\u0629 (n8n) \u0648 (MindStudio) \u0648 (Microsoft Copilot Studio).<\/p>\n
6. \u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0648\u0627\u0644\u062a\u0651\u062d\u062f\u0651\u064a\u0627\u062a \u0627\u0644\u0651\u062a\u064a \u062a\u0648\u0627\u062c\u0647 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629<\/b><\/h1>\n
\u0639\u0644\u0649 \u0627\u0644\u0631\u0651\u063a\u0645 \u0645\u0646 \u0627\u0644\u0625\u0645\u0643\u0627\u0646\u064a\u0651\u0627\u062a \u0627\u0644\u0643\u0627\u0645\u0646\u0629 \u0644\u062f\u0649 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0648\u062e\u062f\u0645\u0627\u062a\u0647\u0627 \u0627\u0644\u0643\u062b\u064a\u0631\u0629 \u0627\u0644\u0651\u062a\u064a \u062a\u0639\u0648\u062f \u0639\u0644\u064a\u0646\u0627 \u0628\u0627\u0644\u0645\u0646\u0641\u0639\u0629 \u0648\u0627\u0644\u0641\u0627\u0626\u062f\u0629 \u0648\u0631\u0641\u0639 \u0645\u0633\u062a\u0648\u0649 \u062c\u0648\u062f\u0629 \u0625\u0646\u062c\u0627\u0632\u0646\u0627\u060c \u0625\u0644\u0651\u0627 \u0623\u0646\u0651\u0647\u0627 \u062a\u0639\u0627\u0646\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u062a\u0651\u0642\u0646\u064a\u0651\u0629 \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0651\u0629 \u0648\u0627\u0644\u062a\u0651\u0646\u0638\u064a\u0645\u064a\u0651\u0629\u061b \u0645\u0627 \u064a\u062f\u0641\u0639 \u0644\u0636\u0631\u0648\u0631\u0629 \u0625\u064a\u062c\u0627\u062f \u062d\u0644\u0648\u0644\u064d \u0644\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0642\u0628\u0644 \u0645\u062d\u0627\u0648\u0644\u0629 \u0646\u0634\u0631\u0647\u0627 \u0639\u0644\u0649 \u0646\u062d\u0648 \u0645\u0648\u062b\u0648\u0642\u064d.<\/p>\n
\u0648\u0646\u0630\u0643\u0631 \u0641\u064a\u0645\u0627 \u064a\u0623\u062a\u064a \u0628\u0639\u0636\u064b\u0627 \u0645\u0646\u0647\u0627:<\/b><\/u><\/p>\n
- \n
- \u0627\u0644\u062a\u0648\u0627\u0641\u0642\u064a\u0651\u0629 \u0648\u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0651\u0629:<\/b> \u0648\u0647\u0646\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0639\u0631\u0636\u0629\u064b \u0644\u0645\u062c\u0645\u0648\u0639\u0629\u064d \u0645\u0646 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0625\u062e\u0641\u0627\u0642\u060c \u0628\u0645\u0627 \u0641\u064a\u0647\u0627 \u0627\u0644\u0647\u0644\u0648\u0633\u0629 (\u0625\u0646\u062a\u0627\u062c \u0645\u062e\u0631\u062c\u0627\u062a\u064d \u0642\u062f \u062a\u0628\u062f\u0648 \u0635\u062d\u064a\u062d\u0629\u064b \u0638\u0627\u0647\u0631\u064a\u0651\u064b\u0627 \u0648\u0644\u0643\u0646\u0651\u0647\u0627 \u0641\u064a \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0639\u0643\u0633 \u0630\u0644\u0643)\u060c \u0623\u0645\u0651\u0627 \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641 \u0639\u0646 \u0627\u0644\u0647\u062f\u0641 \u0623\u0648 \u0627\u0644\u0633\u0651\u0639\u064a \u0625\u0632\u0627\u0621 \u0623\u0647\u062f\u0627\u0641\u064d \u0641\u0631\u0639\u064a\u0651\u0629\u064d \u0641\u062a\u062a\u0628\u0627\u0639\u062f \u0643\u0644\u0651 \u0627\u0644\u0628\u0639\u062f \u0639\u0646 \u0627\u0644\u0647\u062f\u0641 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0651 \u0627\u0644\u0645\u0646\u0634\u0648\u062f.<\/li>\n
- \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0627\u0644\u0633\u0651\u064a\u0628\u0631\u0627\u0646\u064a\u0651\u0629 \u0648\u0627\u0644\u062a\u0651\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0651\u0629<\/b>: \u0648\u0647\u0630\u0627 \u0628\u0633\u0628\u0628 \u0623\u0646\u0651\u064e \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0648\u0635\u0648\u0644 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0651\u0627\u0633\u0629 \u0648\u062a\u0628\u0627\u062f\u0644\u0647\u0627 \u0648\u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0645\u062a\u0631\u062a\u0651\u0628\u0629 \u0639\u0644\u064a\u0647\u0627\u061b \u0645\u0627 \u064a\u0633\u062a\u062f\u0639\u064a \u0623\u0647\u0645\u064a\u0651\u0629 \u0648\u062c\u0648\u062f \u0636\u0648\u0627\u0628\u0637 \u062a\u0642\u0646\u064a\u0651\u0629 \u0648\u0623\u0645\u0646\u064a\u0651\u0629 \u0642\u0648\u064a\u0651\u0629 \u062a\u0645\u0646\u0639 \u0633\u0631\u0642\u0629 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0633\u0631\u064a\u0628\u0647\u0627 \u0623\u0648 \u062d\u062a\u0651\u0649 \u062a\u062e\u0631\u064a\u0628 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u0651\u062d\u062a\u064a\u0651\u0629 \u0627\u0644\u0631\u0651\u0642\u0645\u064a\u0651\u0629 \u0644\u0647\u0627.<\/li>\n
- \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0651\u0629 \u0648\u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629<\/b>: \u062a\u064f\u0639\u062f\u0651\u064f \u0645\u0646 \u0627\u0644\u0639\u0648\u0627\u0626\u0642 \u0627\u0644\u0645\u0647\u0645\u0651\u0629\u060c \u0648\u0644\u0627 \u0633\u064a\u0645\u0627 \u0641\u064a \u062d\u0627\u0644 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0631\u0651\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u0651\u062d\u064a\u0651\u0629 (healthcare)\u061b \u0625\u0630 \u0625\u0646\u0651\u064e \u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u0639\u062f\u064a\u062f\u0629 \u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644\u0629 \u0623\u0648 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a\u0629 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u0651\u063a\u0629 \u0645\u0646 \u0627\u0644\u0645\u0645\u0643\u0646 \u0623\u0646 \u062a\u062e\u0644\u0642 \u0632\u064a\u0627\u062f\u0629\u064b \u0641\u064a \u0627\u0644\u0643\u0651\u0644\u0641\u0629 \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0651\u0629 \u0648\u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0651\u062a\u064a \u0642\u062f \u064a\u0643\u0648\u0646 \u0644\u0647\u0627 \u062a\u0628\u0639\u064a\u0651\u0627\u062a \u0648\u0639\u0648\u0627\u0642\u0628 \u0633\u0631\u064a\u0631\u064a\u0651\u0629 \u0644\u0648 \u0637\u0628\u0651\u0642\u062a.<\/li>\n
- \u062a\u0635\u0645\u064a\u0645 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0641\u0639\u0651\u0627\u0644:<\/b> \u0648\u0647\u0630\u0627 \u062a\u062d\u062f\u0651\u064d \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0651\u0629 \u0648\u0630\u0644\u0643 \u0644\u0636\u0645\u0627\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0645\u0647\u0627\u0645 \u0643\u0644\u0651 \u0648\u0643\u064a\u0644\u064d \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0651\u0646\u0641\u064a\u0630 \u0628\u062a\u0639\u0638\u064a\u0645 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0641\u0631\u064a\u062f\u0629 \u0627\u0644\u062e\u0627\u0635\u0651\u0629 \u0628\u0643\u0644\u0651\u064d \u0645\u0646\u0647\u0627\u060c \u0648\u0623\u0646 \u062a\u0633\u0647\u0645 \u0645\u0628\u0627\u0634\u0631\u0629 \u0641\u064a \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0647\u062f\u0641 \u0627\u0644\u0639\u0627\u0645\u0651 \u0644\u0644\u0623\u0646\u0638\u0645\u0629.<\/li>\n
- \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0648\u0627\u0644\u062a\u0651\u062e\u0632\u064a\u0646:<\/b> \u062a\u0638\u0647\u0631 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0639\u0646\u062f \u062d\u0627\u062c\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0644\u0637\u0644\u0628 \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0645 \u0627\u0644\u062d\u0633\u0651\u0627\u0633\u0629\u060c \u0648\u0644\u0643\u0646 \u0628\u0639\u064a\u062f\u064b\u0627 \u0639\u0646 \u0648\u0635\u0648\u0644 \u0623\u062c\u0632\u0627\u0621 \u0623\u0648 \u0648\u0643\u0644\u0627\u0621 \u0622\u062e\u0631\u064a\u0646 \u0644\u0647\u0627. \u0648\u0645\u0646 \u062b\u0645\u0651\u064e\u060c \u0641\u0645\u0646 \u0627\u0644\u0645\u0647\u0645\u0651 \u062c\u062f\u0651\u064b\u0627 \u062a\u0637\u0628\u064a\u0642 \u0622\u0644\u064a\u0651\u0627\u062a \u0642\u0648\u064a\u0651\u0629 \u0644\u0644\u062a\u0651\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u062a\u0623\u0643\u064a\u062f\u064b\u0627 \u0644\u0639\u062f\u0645 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0635\u0648\u0644 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0646\u0651\u0638\u0627\u0645 \u0643\u0627\u0641\u0629 \u0644\u0647\u0643\u0630\u0627 \u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0635\u0651\u0629 \u0628\u0623\u064a\u0651 \u0648\u0643\u064a\u0644\u064d.<\/li>\n
- \u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0627\u0644\u062a\u0651\u0642\u064a\u064a\u0645:<\/b> \u0641\u0625\u0646\u0651\u064e \u062a\u062a\u0628\u0651\u0639 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0636\u0645\u0646 \u0633\u0644\u0648\u0643\u064d \u063a\u064a\u0631 \u062d\u062a\u0645\u064a\u0651\u064d \u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0634\u0651\u0628\u0643\u0629 \u0648\u062f\u0627\u062e\u0644 \u0633\u064a\u0631 \u0639\u0645\u0644\u064d \u0645\u062a\u0639\u062f\u0651\u062f \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u064a\u062f\u0639\u0648 \u0625\u0644\u0649 \u0636\u0631\u0648\u0631\u0629 \u0648\u062c\u0648\u062f \u0623\u062f\u0648\u0627\u062a \u062a\u0642\u064a\u064a\u0645\u064d \u0645\u0639\u0642\u0651\u062f\u0629\u064d \u0648\u0645\u062a\u0637\u0648\u0651\u0631\u0629.<\/li>\n<\/ul>\n
7. \u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u0631\u0627\u0626\u062f \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0641\u064a \u0623\u062a\u0645\u062a\u0629 \u0623\u0641\u0643\u0627\u0631\u0647 \u0648\u0625\u0633\u0642\u0627\u0637\u0647\u0627 \u0648\u0627\u0642\u0639\u064b\u0627 \u062a\u0646\u0641\u064a\u0630\u064a\u0651\u064b\u0627 \u0641\u064a \u0627\u0644\u0633\u0651\u064a\u0627\u0642 \u0627\u0644\u0633\u0651\u0648\u0631\u064a\u061f<\/b><\/h1>\n
\u0633\u0624\u0627\u0644\u064c \u0642\u062f \u064a\u062c\u0648\u0628 \u0623\u0630\u0647\u0627\u0646 \u0627\u0644\u062c\u0645\u064a\u0639 \u0644\u0644\u0648\u0647\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0628\u0639\u062f \u0645\u0639\u0631\u0641\u0629 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0651\u0643\u064a\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0648\u0645\u0627 \u064a\u062a\u0628\u0639\u0647\u0627 \u0645\u0646 \u0632\u062e\u0645\u064d \u0645\u0639\u0631\u0641\u064a\u0651\u064d \u062c\u062f\u064a\u062f. \u0648\u0642\u062f \u062a\u0643\u0648\u0646 \u0645\u062d\u0637\u0651\u0629 \u062c\u0630\u0628\u064d \u0644\u0646\u0627 \u062a\u062f\u0639\u0645 \u0625\u0645\u0643\u0627\u0646\u064a\u0651\u062a\u0646\u0627 \u0641\u064a \u062a\u0635\u0645\u064a\u0645\u0647\u0627 \u0623\u0648 \u062d\u062a\u0651\u0649 \u0628\u0646\u0627\u0626\u0647\u0627 \u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0645\u0646\u0635\u0651\u0627\u062a \u0645\u062a\u062e\u0635\u0651\u0635\u0629 \u0648\u0623\u062f\u0648\u0627\u062a \u062c\u0627\u0647\u0632\u0629 \u062d\u064a\u0627\u0644 \u0627\u0644\u0623\u0645\u0631\u060c \u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u0647\u0627 \u0644\u0627\u062d\u0642\u064b\u0627 \u0641\u064a \u0633\u064a\u0627\u0642 \u0627\u0644\u0648\u0627\u0642\u0639 \u0627\u0644\u0651\u0630\u064a \u0646\u0639\u064a\u0634 \u0628\u0647 \u0648\u0645\u062a\u0637\u0644\u0651\u0628\u0627\u062a\u0647 \u0627\u0644\u0645\u0644\u062d\u0651\u0629 \u0627\u0644\u064a\u0648\u0645.<\/p>\n
\u0648\u0648\u0641\u0642\u064b\u0627 \u0644\u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u062a\u0623\u0637\u064a\u0631 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0628\u0623\u0646\u0651:<\/p>\n
\u0623\u064a\u0651 \u0631\u0627\u0626\u062f \u0623\u0639\u0645\u0627\u0644 \/ \u0645\u062f\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 \/ \u0645\u0633\u062a\u062b\u0645\u0631 \/ \u0637\u0628\u064a\u0628 \/ \u0628\u0627\u062d\u062b \/ \u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0639\u0644\u0649 \u062d\u062f\u0651\u064d \u0633\u0648\u0627\u0621 -\u0628\u063a\u0636 \u0627\u0644\u0646\u0651\u0638\u0631 \u0625\u0646 \u0643\u0627\u0646 \u064a\u0645\u0644\u0643 \u062e\u0644\u0641\u064a\u0651\u0629\u064b \u062a\u0642\u0646\u064a\u0651\u0629\u064b \u0645\u0639\u0631\u0641\u064a\u0651\u0629\u064b \u062d\u064a\u0627\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0623\u0648 \u0644\u0627- \u0648\u0644\u062f\u064a\u0647 \u0641\u0643\u0631\u0629\u064c \u0631\u064a\u0627\u062f\u064a\u0651\u0629\u064c \u0645\u0627 \u0641\u0628\u0625\u0645\u0643\u0627\u0646\u0647 \u0627\u0644\u0627\u0633\u062a\u0639\u0627\u0646\u0629 \u0628\u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0644\u062a\u0631\u062c\u0645\u0629 \u0623\u0641\u0643\u0627\u0631\u0647\u060c \u0648\u0623\u062a\u0645\u062a\u0629 \u062e\u0637\u0648\u0627\u062a \u062a\u0646\u0641\u064a\u0630\u0647\u0627 \u0645\u0647\u0645\u0627 \u062a\u0639\u062f\u0651\u062f\u062a\u060c \u0648\u062a\u0643\u064a\u064a\u0641\u0647\u0627 \u0644\u0635\u0627\u0644\u062d\u0646\u0627 \u0633\u0639\u064a\u064b\u0627 \u0646\u062d\u0648 \u0623\u0647\u062f\u0627\u0641\u0646\u0627.<\/b><\/p>\n
\u0648\u0641\u064a\u0645\u0627 \u064a\u0623\u062a\u064a \u0627\u0642\u062a\u0631\u0627\u062d\u064c \u0644\u0628\u0639\u0636 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631\u064a\u0651\u0629 \u0648\u0627\u0644\u0631\u0651\u0624\u0649 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0651\u0629 \u0627\u0644\u0648\u0627\u0639\u062f\u0629 \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0641\u064a \u0627\u0644\u0633\u0651\u064a\u0627\u0642 \u0627\u0644\u0633\u0651\u0648\u0631\u064a:<\/u><\/p>\n
- \n
- \u062f\u0639\u0645 \u0631\u0648\u0651\u0627\u062f \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0641\u064a \u0628\u0646\u0627\u0621 \u0634\u0631\u0643\u0627\u062a\u064d \u0646\u0627\u0634\u0626\u0629\u064d (startup) \u0639\u0628\u0631 \u062a\u0639\u0627\u0648\u0646 \u0641\u0631\u064a\u0642\u064d \u0645\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0641\u0643\u0631\u0629\u060c \u0648\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0633\u0651\u0648\u0642 \u0648\u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641\u060c \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0651\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062f\u0651\u0648\u0631\u064a\u0629 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0651\u0629\u060c \u0648\u0635\u064a\u0627\u063a\u0629 \u0627\u0644\u0639\u0642\u0648\u062f\u060c \u0648\u0627\u0642\u062a\u0631\u0627\u062d \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0651\u0629 \u0627\u0644\u0639\u0645\u0644\u060c \u0648\u0648\u0636\u0639 \u062e\u0637\u0637 \u0625\u0639\u0644\u0627\u0646\u064a\u0651\u0629 \u0648\u062a\u0633\u0648\u064a\u0642\u064a\u0651\u0629.<\/li>\n
- \u0625\u0646\u0634\u0627\u0621 \u0645\u0646\u0635\u0651\u0629\u064d \u0631\u0642\u0645\u064a\u0651\u0629\u064d \u0644\u062f\u0639\u0645 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u0648\u0637\u0646\u064a\u0651\u060c \u062a\u062a\u063a\u0630\u0651\u0649 \u0639\u0644\u0649 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \/ \u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0651\u0629 \u0648\u0645\u0627 \u064a\u0642\u0627\u0628\u0644\u0647\u0627 \u0645\u0646 \u062d\u0644\u0648\u0644\u064d \u0645\u0646\u0627\u0633\u0628\u0629\u064d \u0644\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0645\u0628\u0627\u0634\u0631\u0629 \u0625\u0644\u0649 \u062e\u0637\u0651\u0629 \u0639\u0645\u0644\u064d \u0642\u0627\u0628\u0644\u0629\u064d \u0644\u0644\u062a\u0651\u0646\u0641\u064a\u0630 \u0639\u0644\u0649 \u0623\u0631\u0636 \u0627\u0644\u0648\u0627\u0642\u0639 \u062a\u0643\u0648\u0646 \u0628\u0645\u0646\u0632\u0644\u0629 “\u062d\u0627\u0636\u0646\u0629\u064d \u0630\u0643\u064a\u0651\u0629\u064d \u0644\u0644\u0623\u0639\u0645\u0627\u0644”.<\/li>\n
- \u062f\u0639\u0645 \u0627\u0644\u062a\u0651\u062d\u0648\u0651\u0644 \u0627\u0644\u0631\u0651\u0642\u0645\u064a \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u0651\u062d\u062a\u064a\u0651\u0629 \u0641\u064a \u0633\u0648\u0631\u064a\u0651\u0627 \u0627\u0646\u0637\u0644\u0627\u0642\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0628\u0646\u0627\u0621 \u0645\u0631\u0643\u0632 \u0628\u064a\u0627\u0646\u0627\u062a\u064d \u0648\u0637\u0646\u064a\u0651 \u0644\u064a\u0633 \u0645\u0646 \u0623\u062c\u0644 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0637\u0646\u064a\u0651\u0629 \u0627\u0644\u062d\u0633\u0651\u0627\u0633\u0629 \u0648\u062d\u0641\u0638\u0647\u0627\u060c \u0648\u0645\u0646\u0639 \u0633\u0631\u0642\u062a\u0647\u0627 \u0648\u062a\u0633\u0631\u064a\u0628\u0647\u0627 \u0648\u062a\u062e\u0631\u064a\u0628\u0647\u0627 \u0641\u062d\u0633\u0628\u061b \u0648\u0625\u0646\u0651\u0645\u0627 \u0623\u064a\u0636\u064b\u0627 \u0644\u0631\u0642\u0645\u0646\u0629 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0651\u0629 \u0648\u0623\u062a\u0645\u062a\u062a\u0629 \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621.<\/li>\n<\/ul>\n
8. \u0627\u0644\u062e\u0627\u062a\u0645\u0629<\/b><\/h1>\n
\u0644\u0645 \u062a\u0639\u062f \u062a\u0642\u0646\u064a\u0651\u0627\u062a \u0627\u0644\u0630\u0651\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0651 \u0648\u0627\u0644\u0645\u0646\u0638\u0648\u0645\u0627\u062a \u0627\u0644\u0631\u0651\u0642\u0645\u064a\u0651\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u062d\u0643\u0631\u064b\u0627 \u0639\u0644\u0649 \u062c\u0647\u0629\u064d \u062f\u0648\u0646 \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u062a\u0645\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0623\u0646\u0651\u0647\u0627 \u0644\u0645 \u062a\u0639\u062f \u0645\u062c\u0631\u0651\u062f \u0648\u0627\u062c\u0647\u0629\u064d \u062c\u0630\u0651\u0627\u0628\u0629\u064d \u062a\u0641\u0627\u0639\u0644\u064a\u0651\u0629\u064d \u0648\u0631\u0641\u0627\u0647\u064a\u0651\u0629\u064d \u062d\u062a\u0645\u064a\u0651\u0629\u064d \u0644\u0644\u0641\u0631\u062f\u060c \u0628\u0642\u062f\u0631 \u0645\u0627 \u0623\u0635\u0628\u062d\u062a \u0639\u0644\u064a\u0647 \u0627\u0644\u0622\u0646\u061b \u0636\u0631\u0648\u0631\u0629 \u0644\u0627\u0628\u062f\u0651 \u0645\u0646\u0647\u0627 \u0648\u0644\u0627 \u063a\u0646\u064b\u0649 \u0639\u0646\u0647\u0627. \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u062e\u064a\u0631 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643 \u0628\u0625\u0639\u0627\u062f\u062a\u0647\u0627 \u0635\u064a\u0627\u063a\u0629 \u0648\u062a\u0634\u0643\u064a\u0644 \u0647\u0648\u064a\u0651\u0629 \u0627\u0644\u0630\u0651\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u064a\u0633 \u0628\u062f\u064a\u0644\u064b\u0627 \u0639\u0646\u0651\u0627\u060c \u0628\u0644 \u0643\u0645\u0633\u0627\u0639\u062f\u064b\u0627 \u0644\u0646\u0627 \u064a\u0645\u0643\u0646\u0646\u0627 \u0645\u0646 \u062a\u0648\u0638\u064a\u0641 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0628\u0648\u062d\u062f\u0627\u062a\u0647\u0627 \u0627\u0644\u062a\u0651\u0639\u0627\u0648\u0646\u064a\u0651\u0629 \u0641\u064a \u062e\u062f\u0645\u0629 \u0645\u0634\u0627\u0631\u064a\u0639\u0646\u0627 \u0648\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0646\u0627 \u0627\u0644\u0645\u062d\u0644\u0651\u064a\u0651\u0629\u060c \u0648\u062a\u0633\u0631\u064a\u0639 \u0639\u062c\u0644\u0629 \u0627\u0644\u0625\u0646\u062c\u0627\u0632\u060c \u0648\u062f\u0639\u0645 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u0648\u0637\u0646\u064a\u0651. \u0648\u0647\u0630\u0627 \u0645\u0646 \u0634\u0623\u0646\u0647 \u0623\u0646 \u064a\u062e\u0644\u0642 \u0622\u0641\u0627\u0642\u064b\u0627 \u0648\u0627\u0633\u0639\u0629\u064b \u0641\u064a \u0631\u064a\u0627\u062f\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u0627\u0644\u062a\u0651\u0646\u0645\u064a\u0629 \u0627\u0644\u0648\u0637\u0646\u064a\u0651\u0629 \u0648\u0627\u0644\u062a\u0651\u062d\u0651\u0648\u0644 \u0627\u0644\u0631\u0651\u0642\u0645\u064a \u0648\u0627\u0644\u0631\u0651\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u0651\u062d\u064a\u0651\u0629 \u0648\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a\u0651 \u0648\u063a\u064a\u0631\u0647\u0627 \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0651\u064a \u0628\u0627\u062a\u062a \u062a\u062a\u0637\u0644\u0651\u0628 \u062a\u0639\u0627\u0648\u0646\u064b\u0627 \u0645\u0646\u0633\u0651\u0642\u064b\u0627 \u0628\u064a\u0646 \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0651\u0629 \u0648\u0627\u0644\u0630\u0651\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061b \u0644\u062a\u062d\u0642\u064a\u0642 \u0623\u062b\u0631\u064d \u0645\u0633\u062a\u062f\u0627\u0645 \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a.<\/p>\n
9. \u0627\u0644\u0645\u0631\u0627\u062c\u0639<\/b><\/h1>\n
- \n
- https:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?arnumber=10546975<\/a><\/li>\n
- LLM Multi-Agent Systems: Challenges and Open Problems<\/a><\/li>\n
- What is a multi-agent system in AI? | Google Cloud<\/a><\/li>\n
- Microsoft Agent Framework (Preview): Build AI Agents in .NET | Syncfusion Blogs<\/a><\/li>\n
- What are AI agents? Definition, examples, and types | Google Cloud<\/a><\/li>\n
- https:\/\/www.researchgate.net\/profile\/Regina-Holt\/publication\/404276764_Agentic_AI_Systems_and_Multi-Agent_Orchestration_Architectures_Challenges_and_Emerging_Applications\/links\/<\/a><\/li>\n<\/ol>\n
<\/p>\n
<\/p>\n
\u00a0<\/b><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":17,"featured_media":12040,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"give_campaign_id":0,"footnotes":""},"categories":[54],"tags":[],"class_list":["post-11802","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-users-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/posts\/11802","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/comments?post=11802"}],"version-history":[{"count":15,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/posts\/11802\/revisions"}],"predecessor-version":[{"id":12039,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/posts\/11802\/revisions\/12039"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/media\/12040"}],"wp:attachment":[{"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/media?parent=11802"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/categories?post=11802"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/syssr.org\/en\/wp-json\/wp\/v2\/tags?post=11802"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
- LLM Multi-Agent Systems: Challenges and Open Problems<\/a><\/li>\n
- https:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?arnumber=10546975<\/a><\/li>\n
- \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0627\u0644\u0633\u0651\u064a\u0628\u0631\u0627\u0646\u064a\u0651\u0629 \u0648\u0627\u0644\u062a\u0651\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0651\u0629<\/b>: \u0648\u0647\u0630\u0627 \u0628\u0633\u0628\u0628 \u0623\u0646\u0651\u064e \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0648\u0635\u0648\u0644 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0651\u0627\u0633\u0629 \u0648\u062a\u0628\u0627\u062f\u0644\u0647\u0627 \u0648\u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0645\u062a\u0631\u062a\u0651\u0628\u0629 \u0639\u0644\u064a\u0647\u0627\u061b \u0645\u0627 \u064a\u0633\u062a\u062f\u0639\u064a \u0623\u0647\u0645\u064a\u0651\u0629 \u0648\u062c\u0648\u062f \u0636\u0648\u0627\u0628\u0637 \u062a\u0642\u0646\u064a\u0651\u0629 \u0648\u0623\u0645\u0646\u064a\u0651\u0629 \u0642\u0648\u064a\u0651\u0629 \u062a\u0645\u0646\u0639 \u0633\u0631\u0642\u0629 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0633\u0631\u064a\u0628\u0647\u0627 \u0623\u0648 \u062d\u062a\u0651\u0649 \u062a\u062e\u0631\u064a\u0628 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u0651\u062d\u062a\u064a\u0651\u0629 \u0627\u0644\u0631\u0651\u0642\u0645\u064a\u0651\u0629 \u0644\u0647\u0627.<\/li>\n
- \u0627\u0644\u062a\u0648\u0627\u0641\u0642\u064a\u0651\u0629 \u0648\u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0651\u0629:<\/b> \u0648\u0647\u0646\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0639\u0631\u0636\u0629\u064b \u0644\u0645\u062c\u0645\u0648\u0639\u0629\u064d \u0645\u0646 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0625\u062e\u0641\u0627\u0642\u060c \u0628\u0645\u0627 \u0641\u064a\u0647\u0627 \u0627\u0644\u0647\u0644\u0648\u0633\u0629 (\u0625\u0646\u062a\u0627\u062c \u0645\u062e\u0631\u062c\u0627\u062a\u064d \u0642\u062f \u062a\u0628\u062f\u0648 \u0635\u062d\u064a\u062d\u0629\u064b \u0638\u0627\u0647\u0631\u064a\u0651\u064b\u0627 \u0648\u0644\u0643\u0646\u0651\u0647\u0627 \u0641\u064a \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0639\u0643\u0633 \u0630\u0644\u0643)\u060c \u0623\u0645\u0651\u0627 \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641 \u0639\u0646 \u0627\u0644\u0647\u062f\u0641 \u0623\u0648 \u0627\u0644\u0633\u0651\u0639\u064a \u0625\u0632\u0627\u0621 \u0623\u0647\u062f\u0627\u0641\u064d \u0641\u0631\u0639\u064a\u0651\u0629\u064d \u0641\u062a\u062a\u0628\u0627\u0639\u062f \u0643\u0644\u0651 \u0627\u0644\u0628\u0639\u062f \u0639\u0646 \u0627\u0644\u0647\u062f\u0641 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0651 \u0627\u0644\u0645\u0646\u0634\u0648\u062f.<\/li>\n
- \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631:<\/b> \u0628\u0641\u0639\u0644 \u0627\u0644\u0627\u0633\u062a\u0639\u0627\u0646\u0629 \u0628\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0651\u0645\u0648\u0630\u062c \u0627\u0644\u0644\u0651\u063a\u0648\u064a\u0651 \u0627\u0644\u0643\u0628\u064a\u0631 \u0627\u0644\u0645\u062a\u0645\u062b\u0651\u0644\u0629 \u0628\u0627\u0644\u0641\u0647\u0645 \u0627\u0644\u0644\u0651\u063a\u0648\u064a\u0651\u060c \u0648\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0648\u0636\u0639 \u062e\u0637\u0651\u0629 \u0639\u0645\u0644\u064d \u0644\u062a\u062d\u0642\u064a\u0642\u064d \u0647\u062f\u0641\u064d \u0645\u0627\u060c \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0651\u0629 \u0627\u0644\u062a\u0651\u0641\u0643\u064a\u0631 \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062a\u0639\u062f\u0651\u062f \u0627\u0644\u062e\u0637\u0648\u0627\u062a.<\/li>\n
- \n
- \u0627\u0644\u0628\u064a\u0626\u0629 (environment):<\/b> \u0647\u064a \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u0628\u064a\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u061b \u0625\u0630 \u062a\u0624\u0645\u0651\u0646 \u0644\u0647\u0645 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0648\u062a\u0641\u0631\u0636 \u0627\u0644\u0642\u064a\u0648\u062f \u0648\u062a\u0641\u062a\u062d \u062c\u0633\u0648\u0631 \u0627\u0644\u062a\u0651\u0648\u0627\u0635\u0644 \u0628\u064a\u0646\u0647\u0645 \u0627\u0644\u0645\u0642\u0627\u062f\u0629 \u0628\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644. \u0645\u0646 \u0627\u0644\u0645\u0645\u0643\u0646 \u0644\u0647\u0627 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0651\u0629\u060c \u0645\u062b\u0644: \u0627\u0644\u0634\u0651\u0628\u0643\u0629 \u0623\u0648 \u0645\u0627\u062f\u064a\u0651\u0629\u060c \u0645\u062b\u0644: \u0623\u0631\u0636\u064a\u0651\u0629 \u0645\u0635\u0646\u0639 \u0644\u0644\u0648\u0643\u0644\u0627\u0621 (\u0627\u0644\u0631\u0651\u0648\u0628\u0648\u062a\u0627\u062a).<\/li>\n
- . \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0645\u062f\u0649 (Long-term Memory):<\/b> \u0648\u0647\u064a \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u0629 \u0639\u0646 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a (queries) \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a (responses) \u0627\u0644\u0633\u0651\u0627\u0628\u0642\u0629\u061b \u0623\u064a “\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a” (chat histories) \u0645\u0646 \u0623\u062c\u0644 \u062f\u0639\u0645 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0644\u0644\u062a\u0651\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0651\u0629 \u0648\u062a\u0633\u0647\u064a\u0644\u0647\u0627\u061b \u0623\u064a \u0647\u064a \u0627\u0644\u0623\u0631\u0634\u064a\u0641 \u0627\u0644\u062e\u0627\u0635\u0651 \u0628\u0643.<\/li>\n
- \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 (<\/strong>memory<\/strong>): <\/strong>\u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0648\u0643\u064a\u0644 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u0633\u0651\u064a\u0627\u0642\u060c \u0648\u0627\u0644\u062a\u0651\u0639\u0644\u0651\u0645 \u0645\u0646 \u0627\u0644\u062a\u0651\u062c\u0627\u0631\u0650\u0628\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a\u0647\u060c \u0623\u062f\u0627\u0626\u0647\u060c \u0648\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u0647\u060c \u0648\u0627\u062a\u062e\u0627\u0630\u0647 \u0644\u0644\u0642\u0631\u0627\u0631 \u0628\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u062a\u0641\u0627\u0639\u0644\u0627\u062a\u0647 \u0627\u0644\u0633\u0651\u0627\u0628\u0642\u0629 \u0627\u0644\u0645\u062e\u0632\u0651\u0646\u0629 \u0641\u064a \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 \u0648\u0627\u0644\u062a\u0651\u0643\u064a\u0651\u0641 \u0645\u0639 \u0627\u0644\u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u062c\u062f\u064a\u062f\u0629. \u0648\u0647\u0630\u0627 \u0628\u062f\u0648\u0631\u0647 \u064a\u0642\u0648\u062f\u0646\u0627 \u0644\u0644\u062d\u0627\u062c\u0629 \u0644\u0648\u062c\u0648\u062f <\/span>\u0623\u0646\u0648\u0627\u0639\u064d \u0639\u062f\u0629 \u0645\u0646 \u0627\u0644\u0630\u0651\u0627\u0643\u0631\u0629 <\/u><\/strong>\u0628\u0645\u0627 \u0641\u064a\u0647\u0627 \u0627\u0644\u0651\u062a\u064a \u062a\u0636\u0645\u0646 \u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u062a\u0643\u0627\u0645\u0644<\/u>\u0647\u0627<\/u> \u0648\u0625\u062f\u0627\u0631\u062a\u0647\u0627 \u0639\u0628\u0631 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0643\u0627\u0641\u0629\u060c<\/strong> \u0645\u062b\u0644:<\/u><\/li>\n<\/ul>\n
- \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 (<\/strong>chat model<\/strong>): <\/strong>\u0623\u064a \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u0651\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (large language Models = LLMs)\u060c \u0648\u0647\u064a \u0628\u0645\u0646\u0632\u0644\u0629 \u0627\u0644\u0639\u0642\u0644 \u0627\u0644\u0645\u062f\u0628\u0651\u0631 \u0648\u0631\u0643\u0646 \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0648\u0643\u064a\u0644 \u0627\u0644\u0630\u0651\u0643\u0627\u0621\u061b \u0641\u0628\u0641\u0636\u0644 \u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0627\u0644\u0644\u0651\u063a\u0648\u064a\u0651\u0629 \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0648\u0643\u064a\u0644 \u0641\u0647\u0645 \u0627\u0644\u0644\u0651\u063a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0648\u062a\u0648\u0644\u064a\u062f\u0647\u0627\u060c \u0641\u0636\u0644\u064b\u0627 \u0639\u0646 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0648\u0627\u0644\u062a\u0651\u0641\u0643\u064a\u0631 \u0648\u0627\u0644\u062a\u0651\u0641\u0627\u0639\u0644 \u0628\u0645\u0627 \u064a\u064f\u0646\u0627\u0633\u0650\u0628 \u0637\u0644\u0628\u0627\u062a\u0643. \u0648\u0645\u0646 \u0623\u0628\u0631\u0632 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0651\u0643\u0627\u0621 \u0627\u0644\u062f\u0651\u062e\u064a\u0644\u0629 \u0639\u0644\u0649 \u062d\u064a\u0627\u062a\u0646\u0627: \u0646\u0645\u0648\u0630\u062c \u062c\u064a \u0628\u064a \u062a\u064a <\/span>(GPT)<\/strong> \u0645\u0646 \u0634\u0631\u0643\u0629 (openAI)\u060c \u0646\u0645\u0648\u0630\u062c \u0643\u0644\u0648\u062f <\/span>(Claude)<\/strong> \u0645\u0646 \u0634\u0631\u0643\u0629 (Anthropic)\u060c \u0646\u0645\u0648\u0630\u062c \u062c\u064a\u0645\u064a\u0646\u0627\u064a <\/span>(Gemini)<\/strong> \u0645\u0646 \u0634\u0631\u0643\u0629 (Google) \u0648\u0646\u0645\u0648\u0630\u062c \u062f\u064a\u0628 \u0633\u064a\u0643 <\/span>(DeepSeek)<\/strong> \u0645\u0646 \u0634\u0631\u0643\u0629 (DeepSeek) \u0648\u062a\u0637\u0648\u0644 \u0627\u0644\u0642\u0627\u0626\u0645\u0629\u2026<\/span><\/li>\n
- \u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u0647\u0631\u0645\u064a (<\/strong>Hierarchical Structure):<\/strong> \u0647\u0646\u0627 \u0644\u0643\u0644\u0651 \u0648\u0643\u064a\u0644\u064d \u062f\u0648\u0631\u064c \u0645\u0637\u0627\u0628\u0642\u064c \u0644\u0645\u0633\u062a\u0648\u0649 \u062a\u0648\u0627\u062c\u062f\u0647 \u0627\u0644\u0647\u0631\u0645\u064a\u0651 \u0623\u064a \u0633\u064a\u0643\u0648\u0646 \u0644\u062f\u064a\u0646\u0627 <\/span>\u0642\u0627\u0626\u062f\u064c <\/strong>(leader) \u0644\u0644\u062a\u0651\u0648\u062c\u064a\u0647 \u0648\u0627\u0644\u062a\u0651\u062e\u0637\u064a\u0637\u060c \u0648\u0648\u0627\u062d\u062f\u064c \u0623\u0648 \u0623\u0643\u062b\u0631 \u0645\u0646 <\/span>\u0627\u0644\u0623\u062a\u0628\u0627\u0639 <\/strong>(followers) \u0627\u0644\u0651\u0630\u064a\u0646 \u064a\u0646\u0641\u0630\u0648\u0646 \u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u062f (\u0627\u0644\u0633\u0651\u0644\u0637\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0651\u0629). \u0648\u0645\u0646 \u062b\u0645\u0651\u064e \u0639\u0645\u0644\u064a\u0651\u0629 \u0635\u0646\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0636\u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u0647\u064a\u0643\u0644 \u0633\u062a\u0623\u062e\u0630 \u0637\u0627\u0628\u0639\u064b\u0627 \u0648\u062a\u0631\u062a\u064a\u0628\u064b\u0627 \u062a\u0633\u0644\u0633\u0644\u064a\u0651\u064b\u0627 \u0628\u0641\u0636\u0644 \u0627\u0644\u0648\u0643\u064a\u0644 \u0627\u0644\u0642\u0627\u0626\u062f \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0639\u0646 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0628\u0634\u0643\u0644 \u062a\u0639\u0644\u064a\u0645\u0627\u062a\u064d (instructions) \u0645\u062b\u0644\u064b\u0627\u060c \u0648\u0645\u0627 \u064a\u0646\u062a\u062c \u0639\u0646\u0647\u0627 \u0645\u0646 \u0627\u062a\u0651\u062e\u0627\u0630 \u0625\u062c\u0631\u0627\u0621\u0627\u062a\u064d (actions) \u0645\u0648\u0627\u0641\u0642\u0629 \u0644\u0647\u0627 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0623\u0637\u0631\u0627\u0641 \u0627\u0644\u062a\u0651\u0627\u0628\u0639\u0629.<\/span><\/li>\n