Puntos Clave<\/h2>\n\n- \u0625\u062a\u0642\u0627\u0646 \u0623\u0645\u062b\u0644\u0629 \u062a\u062f\u0641\u0642 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong> \u0636\u0631\u0648\u0631\u064a \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u062a\u0648\u0627\u0635\u0644.<\/li>\n
- \u0641\u0647\u0645 \u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646<\/strong> \u0623\u0633\u0627\u0633\u064a \u0644\u062a\u0635\u0645\u064a\u0645 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0641\u0639\u0627\u0644 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u064a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/li>\n
- \u062a\u0646\u0641\u064a\u0630 \u062d\u0644\u0642\u0629 \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629<\/strong> \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/li>\n
- \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u0648\u0627\u0644\u0628 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong> \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0628\u0633\u0637 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u062d\u0633\u0646 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/li>\n
- \u064a\u0636\u0645\u0646 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0645\u0646\u062a\u0638\u0645 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0639\u0644\u0649 \u062a\u062f\u0641\u0642 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0623\u0646 \u062a\u062a\u0643\u064a\u0641 \u0645\u0639 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0648\u062a\u0641\u0636\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0629.<\/li>\n
- \u062f\u0645\u062c procesamiento de lenguaje natural<\/strong> \u064a\u0639\u0632\u0632 \u0642\u062f\u0631\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0648\u0627\u0644\u0631\u062f \u0639\u0644\u0649 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0641\u0639\u0627\u0644\u064a\u0629.<\/li>\n<\/ul>\n<\/div>\n
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\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0637\u0648\u0627\u0631\u0626<\/h3>\n
\u0642\u0645 \u0628\u062a\u0646\u0641\u064a\u0630 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u062d\u062a\u064a\u0627\u0637\u064a\u0629 \u0644\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u062a\u064a \u0644\u0627 \u064a\u0633\u062a\u0637\u064a\u0639 \u0641\u064a\u0647\u0627 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0641\u0647\u0645 \u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u0637\u0644\u0628 \u0625\u0639\u0627\u062f\u0629 \u0635\u064a\u0627\u063a\u0629 \u0627\u0644\u0633\u0624\u0627\u0644 \u0623\u0648 \u062a\u0648\u062c\u064a\u0647\u0647\u0645 \u0625\u0644\u0649 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0628\u0634\u0631\u064a.<\/p>\n
\u062d\u0644\u0642\u0629 \u062a\u063a\u0630\u064a\u0629 \u0631\u0627\u062c\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646<\/h3>\n
\u0642\u0645 \u0628\u062f\u0645\u062c \u0622\u0644\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u0642\u062f\u064a\u0645 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u062d\u0648\u0644 \u062a\u062c\u0631\u0628\u062a\u0647\u0645. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f \u0630\u0644\u0643 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u062a\u062f\u0641\u0642 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/p>\n
\u0625\u0646\u0647\u0627\u0621 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u0627\u062e\u062a\u062a\u0645 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0628\u0639\u0628\u0627\u0631\u0629 \u062e\u062a\u0627\u0645\u064a\u0629 \u0645\u0647\u0630\u0628\u0629\u060c \u0645\u0639 \u0639\u0631\u0636 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629 \u0625\u0630\u0627 \u0644\u0632\u0645 \u0627\u0644\u0623\u0645\u0631. \u0647\u0630\u0627 \u064a\u062a\u0631\u0643 \u0627\u0646\u0637\u0628\u0627\u0639\u064b\u0627 \u0625\u064a\u062c\u0627\u0628\u064a\u064b\u0627 \u0644\u062f\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u064a\u0634\u062c\u0639 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629.<\/p>\n
\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631<\/h3>\n
\u0642\u0645 \u0628\u062a\u062d\u0644\u064a\u0644 \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646. \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u064a\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0639\u0632\u064a\u0632 \u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a.<\/p>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062a\u0628\u0627\u0639 \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0627\u062a\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0625\u0646\u0634\u0627\u0621 \u062a\u062f\u0641\u0642 \u0634\u0627\u0645\u0644 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0644\u0627 \u064a\u0644\u0628\u064a \u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u064a\u062d\u0633\u0646 \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u0631\u0636\u0627 \u0627\u0644\u0639\u0627\u0645 \u0648\u0627\u0644\u0627\u0646\u062e\u0631\u0627\u0637. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0631\u0624\u0649 \u062d\u0648\u0644 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a\u060c \u0631\u0627\u062c\u0639 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0646 \u0645\u062c\u0644\u0629 Chatbot<\/a> \u0648 \u0627\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0646\u064a\u0644\u0633\u0646 \u0646\u0648\u0631\u0645\u0627\u0646<\/a>\u060c \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0623\u0628\u062d\u0627\u062b\u064b\u0627 \u0648\u0627\u0633\u0639\u0629 \u062d\u0648\u0644 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062a\u0641\u0627\u0639\u0644.<\/p>\n![\"\"](\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/04\/chatbot-flow-examples-304496.png\" "\\"\\"")
<\/img><\/p>\n
\u0645\u0627 \u0647\u0648 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u061f<\/h2>\n
\u064a\u0634\u064a\u0631 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0625\u0644\u0649 \u0627\u0644\u062a\u0633\u0644\u0633\u0644 \u0627\u0644\u0645\u0646\u0638\u0645 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0648\u062c\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0628\u0647\u0645 \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0625\u0644\u0649 \u062a\u062d\u0642\u064a\u0642 \u0623\u0647\u062f\u0627\u0641 \u0645\u062d\u062f\u062f\u0629\u060c \u0645\u062b\u0644 \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a\u060c \u0623\u0648 \u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u0645\u0647\u0627\u0645\u060c \u0623\u0648 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a. \u0641\u0647\u0645 \u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0636\u0645\u0627\u0646 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0641\u0639\u0627\u0644.<\/p>\n
\n- \u0627\u0644\u0628\u062f\u0621<\/strong>: \u064a\u0628\u062f\u0623 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u064a\u0629 \u0623\u0648 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u0645\u062d\u062f\u062f. \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0629 \u062a\u062d\u062f\u062f \u0646\u0628\u0631\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0648\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0636\u0645\u0646 \u0645\u0637\u0627\u0644\u0628\u0627\u062a \u062a\u0634\u062c\u0639 \u0639\u0644\u0649 \u0627\u0646\u062e\u0631\u0627\u0637 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n
- \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/strong>: \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0644\u062a\u062d\u062f\u064a\u062f \u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0627 \u064a\u0628\u062d\u062b \u0639\u0646\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u062f\u0639\u0645\u060c \u0623\u0648 \u0645\u0639\u0627\u0645\u0644\u0629.<\/li>\n
- \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629<\/strong>: \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0646\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627\u060c \u064a\u0648\u0644\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0645\u0646\u0627\u0633\u0628\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u062a\u0642\u062f\u064a\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0637\u0631\u062d \u0623\u0633\u0626\u0644\u0629 \u0645\u062a\u0627\u0628\u0639\u0629\u060c \u0623\u0648 \u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0625\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629.<\/li>\n
- \u0627\u0644\u062a\u0646\u0642\u0644 \u0627\u0644\u0645\u0648\u062c\u0647<\/strong>: \u0642\u062f \u064a\u0642\u062f\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u062e\u064a\u0627\u0631\u0627\u062a \u0623\u0648 \u0623\u0632\u0631\u0627\u0631 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u064a\u0633\u0627\u0639\u062f \u0630\u0644\u0643 \u0641\u064a \u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0646\u062d\u0648 \u0623\u0647\u062f\u0627\u0641\u0647\u0645 \u062f\u0648\u0646 \u0625\u0631\u0628\u0627\u0643\u0647\u0645 \u0628\u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062f\u0641\u0639\u0629 \u0648\u0627\u062d\u062f\u0629.<\/li>\n
- \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0629<\/strong>: \u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u062f\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0634\u0643\u0644\u0629 \u0645\u062d\u062f\u062f\u0629\u060c \u0641\u0633\u064a\u0648\u062c\u0647\u0647\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u062e\u0644\u0627\u0644 \u062e\u0637\u0648\u0627\u062a \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0623\u0648 \u064a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644\u064b\u0627. \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u062d\u0627\u0633\u0645\u0629 \u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u062d\u064a\u062b \u062a\u0643\u0648\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u0627\u0644\u0648\u0636\u0648\u062d \u0623\u0645\u0631\u064a\u0646 \u0628\u0627\u0644\u063a\u064a\u0646 \u0627\u0644\u0623\u0647\u0645\u064a\u0629.<\/li>\n
- \u062d\u0644\u0642\u0629 \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629<\/strong>: \u0628\u0639\u062f \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629\u060c \u0642\u062f \u064a\u0637\u0644\u0628 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644. \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0642\u064a\u0645\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0648\u062a\u0639\u0632\u064a\u0632 \u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a.<\/li>\n
- \u0627\u0644\u0625\u063a\u0644\u0627\u0642<\/strong>: \u062a\u0646\u062a\u0647\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0645\u0644\u062e\u0635 \u0644\u0644\u062a\u0641\u0627\u0639\u0644 \u0623\u0648 \u0637\u0644\u0628 \u0644\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629. \u064a\u0636\u0645\u0646 \u0630\u0644\u0643 \u0623\u0646 \u064a\u0634\u0639\u0631 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0628\u0623\u0646 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0645 \u0642\u062f \u062a\u0645 \u062a\u0644\u0628\u064a\u062a\u0647\u0627 \u0648\u064a\u0634\u062c\u0639\u0647\u0645 \u0639\u0644\u0649 \u0627\u0644\u0639\u0648\u062f\u0629 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0644\u062f\u064a\u0647\u0645 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0623\u0633\u0626\u0644\u0629.<\/li>\n<\/ol>\n
\u0625\u0646 \u062f\u0645\u062c \u0647\u0630\u0647 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0644\u0627 \u064a\u0639\u0632\u0632 \u0641\u0642\u0637 \u0631\u0636\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0628\u0644 \u064a\u062a\u0645\u0627\u0634\u0649 \u0623\u064a\u0636\u064b\u0627 \u0645\u0639 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a. \u0648\u0641\u0642\u064b\u0627 \u0644\u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u062a\u064a \u0623\u062c\u0631\u062a\u0647\u0627 \u0645\u062c\u0645\u0648\u0639\u0629 \u0646\u064a\u0644\u0633\u0646 \u0646\u0648\u0631\u0645\u0627\u0646<\/a>\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062d\u0633\u0646 \u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0644\u0627\u0646\u062e\u0631\u0627\u0637 \u0648\u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0645\u0633\u0627\u0631\u0627\u062a \u0648\u0627\u0636\u062d\u0629 \u0648\u0645\u0646\u0637\u0642\u064a\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0644\u0627 \u062a\u062e\u062f\u0645 \u0641\u0642\u0637 \u063a\u0631\u0636\u0647\u0627 \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u060c \u0628\u0644 \u062a\u0639\u0632\u0632 \u0623\u064a\u0636\u064b\u0627 \u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0629.<\/p>\n\u0642\u0627\u0644\u0628 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629<\/h3>\n
\u064a\u0639\u062f \u0642\u0627\u0644\u0628 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u0646\u0638\u0645 \u062c\u064a\u062f\u064b\u0627 \u0623\u0645\u0631\u064b\u0627 \u0636\u0631\u0648\u0631\u064a\u064b\u0627 \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0641\u0639\u0627\u0644\u0629. \u064a\u0639\u0645\u0644 \u0647\u0630\u0627 \u0627\u0644\u0642\u0627\u0644\u0628 \u0643\u062e\u0637\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0627\u0644\u062d\u0648\u0627\u0631\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u0643\u0644 \u062e\u0637\u0648\u0629 \u062a\u062a\u0645\u0627\u0634\u0649 \u0645\u0639 \u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0639\u0645\u0644. \u0625\u0644\u064a\u0643 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u062a\u0647\u0627 \u0639\u0646\u062f \u062a\u0637\u0648\u064a\u0631 \u0642\u0627\u0644\u0628 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643:<\/p>\n
\n- \u0631\u0633\u0627\u0644\u0629 \u0627\u0644\u062a\u0631\u062d\u064a\u0628<\/strong>: \u0627\u0628\u062f\u0623 \u0628\u062a\u062d\u064a\u0629 \u0648\u062f\u064a\u0629 \u062a\u062d\u062f\u062f \u0646\u0628\u0631\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n
- \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629<\/strong>: \u0642\u062f\u0645 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062e\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u0636\u062d\u0629 \u0644\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0645\u0646 \u0628\u064a\u0646\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f\u0647\u0645 \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0642\u0644 \u0641\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0633\u0647\u0648\u0644\u0629.<\/li>\n
- \u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u062a\u0627\u0628\u0639\u0629<\/strong>: \u0623\u0639\u062f \u0623\u0633\u0626\u0644\u0629 \u0645\u062a\u0627\u0628\u0639\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0631\u062f\u0648\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0633\u0644\u0627\u0633\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n
- \u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a<\/strong>: \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0630\u0643\u064a \u064a\u0645\u0643\u0646\u0647 \u062a\u0642\u062f\u064a\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0632\u064a\u062c \u0645\u0646 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0623\u0648 \u0627\u0644\u0623\u0632\u0631\u0627\u0631.<\/li>\n
- \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0635\u0639\u064a\u062f<\/strong>: \u0642\u0645 \u0628\u062a\u0636\u0645\u064a\u0646 \u062e\u064a\u0627\u0631\u0627\u062a \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u0635\u0639\u064a\u062f \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a\u0647\u0645 \u0625\u0644\u0649 \u0648\u0643\u0644\u0627\u0621 \u0628\u0634\u0631\u064a\u064a\u0646 \u0625\u0630\u0627 \u0644\u0632\u0645 \u0627\u0644\u0623\u0645\u0631\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0627\u0646\u062a\u0642\u0627\u0644\u064b\u0627 \u0633\u0644\u0633\u064b\u0627.<\/li>\n<\/ul>\n
\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629<\/a> \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0648\u0641\u0631 \u0631\u0624\u0649 \u0625\u0636\u0627\u0641\u064a\u0629 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u0647\u064a\u0643\u0644\u0629 \u0642\u0627\u0644\u0628\u0643 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644.<\/p>\n\u0642\u0627\u0644\u0628 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 Excel<\/h3>\n
\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u064a\u062a\u0637\u0644\u0639\u0648\u0646 \u0625\u0644\u0649 \u0625\u0646\u0634\u0627\u0621 \u0642\u0627\u0644\u0628 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0628\u0637\u0631\u064a\u0642\u0629 \u0623\u0643\u062b\u0631 \u062a\u0646\u0638\u064a\u0645\u064b\u0627\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Excel \u0645\u0641\u064a\u062f\u064b\u0627 \u0644\u0644\u063a\u0627\u064a\u0629. \u064a\u062a\u064a\u062d \u0644\u0643 \u0642\u0627\u0644\u0628 Excel \u0631\u0633\u0645 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0635\u0631\u064a\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0627\u062e\u062a\u0646\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0625\u0639\u062f\u0627\u062f \u0642\u0627\u0644\u0628 Excel \u0627\u0644\u062e\u0627\u0635 \u0628\u0643:<\/p>\n
\n- \u0631\u0624\u0648\u0633 \u0627\u0644\u0623\u0639\u0645\u062f\u0629<\/strong>: \u0627\u0633\u062a\u062e\u062f\u0645 \u0631\u0624\u0648\u0633\u064b\u0627 \u0644\u0643\u0644 \u0645\u0631\u062d\u0644\u0629 \u0645\u0646 \u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0645\u062b\u0644 \"\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\"\u060c \"\u0631\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a\"\u060c \u0648\"\u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629\".<\/li>\n
- \u062f\u0645\u062c \u0645\u062e\u0637\u0637 \u0627\u0644\u062a\u062f\u0641\u0642<\/strong>: \u062f\u0645\u062c \u0639\u0646\u0627\u0635\u0631 \u0645\u062e\u0637\u0637 \u0627\u0644\u062a\u062f\u0641\u0642 \u0644\u062a\u0635\u0648\u0631 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u062a\u0648\u0636\u064a\u062d \u0631\u062d\u0644\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n
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- \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631<\/strong>: \u0623\u0636\u0641 \u0642\u0633\u0645\u064b\u0627 \u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0644\u062a\u062a\u0628\u0639 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646.<\/li>\n<\/ul>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0642\u0627\u0644\u0628 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0641\u064a Excel\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u0639\u0632\u064a\u0632 \u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0630\u0643\u064a \u0628\u0634\u0643\u0644 \u0639\u0627\u0645. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f\u060c \u062a\u062d\u0642\u0642 \u0645\u0646 \u0642\u0648\u0627\u0644\u0628 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0646\u0627 \u0644\u0644\u0628\u062f\u0621.<\/a> to get started.<\/p>\n\u0643\u064a\u0641 \u062a\u0646\u0634\u0626 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629\u061f<\/h2>\n
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1. **\u062d\u062f\u062f \u0647\u062f\u0641 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0630\u0643\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643**: \u062d\u062f\u062f \u0628\u0648\u0636\u0648\u062d \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0630\u0643\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0647\u0644 \u0647\u0648 \u0644\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a\u060c \u0623\u0648 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646\u060c \u0623\u0648 \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u061f \u0633\u064a\u0633\u0627\u0639\u062f \u0641\u0647\u0645 \u0647\u062f\u0641\u0647 \u0641\u064a \u062a\u0648\u062c\u064a\u0647 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0628\u0623\u0643\u0645\u0644\u0647\u0627.<\/p>\n
2. **\u0625\u0646\u0634\u0627\u0621 \u0634\u062e\u0635\u064a\u0629**: \u0642\u0645 \u0628\u062a\u0637\u0648\u064a\u0631 \u0634\u062e\u0635\u064a\u0629 \u0645\u0645\u064a\u0632\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u062a\u062a\u0645\u0627\u0634\u0649 \u0645\u0639 \u0639\u0644\u0627\u0645\u062a\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629. \u064a\u0634\u0645\u0644 \u0630\u0644\u0643 \u0627\u0644\u0646\u063a\u0645\u0629\u060c \u0648\u0623\u0633\u0644\u0648\u0628 \u0627\u0644\u0644\u063a\u0629\u060c \u0648\u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0627\u0639\u0644\u0647\u0627 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u062a\u0639\u0632\u0632 \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u062c\u064a\u062f\u064b\u0627 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644.<\/p>\n
3. **\u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629**: \u062a\u0635\u0648\u0631 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062e\u0637\u0637. \u064a\u062c\u0628 \u0623\u0646 \u064a\u0648\u0636\u062d \u0647\u0630\u0627 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0629 \u0645\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 Lucidchart \u0623\u0648 Miro \u0645\u0641\u064a\u062f\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0629.<\/p>\n
4. **\u0643\u062a\u0627\u0628\u0629 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629**: \u0642\u0645 \u0628\u0643\u062a\u0627\u0628\u0629 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0642\u062f \u064a\u0648\u0627\u062c\u0647\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646. \u062a\u0634\u0645\u0644 \u0627\u0644\u062a\u062d\u064a\u0627\u062a\u060c \u0648\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u0648\u0645\u0633\u0627\u0631\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0631\u062f\u0648\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u064a\u0636\u0645\u0646 \u0630\u0644\u0643 \u0623\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u0628\u0641\u0639\u0627\u0644\u064a\u0629.<\/p>\n
5. **\u062f\u0645\u062c \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646**: \u0635\u0645\u0645 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u064a\u0634\u0645\u0644 \u062e\u064a\u0627\u0631\u0627\u062a \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u0642\u062f\u064a\u0645 \u0645\u0644\u0627\u062d\u0638\u0627\u062a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f \u0630\u0644\u0643 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0631\u062f\u0648\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0639\u0627\u0645\u0629.<\/p>\n
6. **\u0627\u062e\u062a\u0628\u0627\u0631 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629**: \u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u0645\u0639 \u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062d\u0642\u064a\u0642\u064a\u064a\u0646 \u0644\u062a\u062d\u062f\u064a\u062f \u0623\u064a \u062b\u063a\u0631\u0627\u062a \u0623\u0648 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0645\u0631\u0628\u0643\u0629. \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u062e\u062a\u0628\u0627\u0631 A\/B \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621.<\/p>\n
7. **\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a**: \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0644\u062a\u062a\u0628\u0639 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0648\u0641\u0631 \u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0642\u0627\u064a\u064a\u0633 \u0645\u062b\u0644 \u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0648\u0646\u0642\u0627\u0637 \u0627\u0644\u0627\u0646\u0633\u062d\u0627\u0628 \u0631\u0624\u0649 \u0644\u062a\u062d\u0633\u064a\u0646 \u0645\u0633\u062a\u0645\u0631.<\/p>\n
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\u2013 **\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621**: \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0628\u0643\u0641\u0627\u0621\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u062a\u0633\u062a\u0641\u064a\u062f \u0639\u0644\u0627\u0645\u0627\u062a \u062a\u062c\u0627\u0631\u064a\u0629 \u0645\u062b\u0644 **\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u0646 IBM Watson** \u0648 **\u0631\u0648\u0628\u0648\u062a\u0627\u062a Salesforce** \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645 \u0644\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0641\u0648\u0631\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0638\u0627\u0631 \u0648\u064a\u062d\u0633\u0646 \u0631\u0636\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/p>\n
\u2013 **\u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629**: \u062a\u0633\u0627\u0639\u062f \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062b\u0644 \u062a\u0644\u0643 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a **\u0623\u0645\u062b\u0644\u0629 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0644\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629** \u0641\u064a \u062a\u0628\u0633\u064a\u0637 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u062a\u0633\u0648\u0642 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u064a \u062a\u0648\u0635\u064a\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0648\u062a\u062a\u0628\u0639 \u0627\u0644\u0637\u0644\u0628\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u0639\u0627\u062f\u0629 \u0627\u0644\u0633\u0644\u0629. \u062a\u0639\u0632\u0632 \u0647\u0630\u0647 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0645\u062e\u0635\u0635\u0629.<\/p>\n
\u2013 **\u0627\u0644\u062f\u0639\u0645 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a**: \u064a\u0645\u0643\u0646 \u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0628\u0639\u062f\u0629 \u0644\u063a\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u062a\u0642\u062f\u0645 **Brain Pod AI** \u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0630\u0643\u064a\u064a\u0646 \u0645\u062a\u0639\u062f\u062f\u064a\u0646 \u0627\u0644\u0644\u063a\u0627\u062a \u062a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u062c\u0645\u0627\u0647\u064a\u0631 \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0641\u0639\u0627\u0644 \u0639\u0628\u0631 \u0645\u0646\u0627\u0637\u0642 \u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n
\u2013 **\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646**: \u064a\u0645\u0643\u0646 \u0623\u064a\u0636\u064b\u0627 \u0628\u0631\u0645\u062c\u0629 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0644\u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0634\u0631\u0627\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u064a \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u062a\u0634\u062c\u0639\u0647\u0645 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u0643\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0645. \u0647\u0630\u0627 \u0641\u0639\u0627\u0644 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0639\u0642\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u062a\u0645\u0648\u064a\u0644\u060c \u062d\u064a\u062b \u062a\u0643\u0648\u0646 \u0627\u0644\u0645\u062a\u0627\u0628\u0639\u0627\u062a \u0627\u0644\u0641\u0648\u0631\u064a\u0629 \u0636\u0631\u0648\u0631\u064a\u0629.<\/p>\n
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1. **\u062d\u062f\u062f \u0627\u0644\u0647\u062f\u0641**: \u062d\u062f\u062f \u0628\u0648\u0636\u0648\u062d \u0647\u062f\u0641 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0645\u0627 \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u062a\u064a \u064a\u062d\u0644\u0647\u0627\u061f \u0633\u064a\u0648\u062c\u0647 \u0630\u0644\u0643 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062e\u0637\u0637.<\/p>\n
2. **\u062a\u062d\u062f\u064a\u062f \u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645**: \u062d\u062f\u062f \u0627\u0644\u0646\u0648\u0627\u064a\u0627 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062a\u0641\u0627\u0639\u0644\u0648\u0646 \u0645\u0639 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u062a\u0634\u0645\u0644 \u0627\u0644\u0646\u0648\u0627\u064a\u0627 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u0648\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0623\u0648 \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062f\u0639\u0645.<\/p>\n
3. **\u0631\u0633\u0645 \u0627\u0644\u062a\u062f\u0641\u0642**: \u0627\u0628\u062f\u0623 \u0628\u0627\u0644\u0642\u0644\u0645 \u0648\u0627\u0644\u0648\u0631\u0642 \u0623\u0648 \u0623\u062f\u0627\u0629 \u0631\u0642\u0645\u064a\u0629. \u0627\u0628\u062f\u0623 \u0628\u0627\u0644\u0645\u062f\u062e\u0644 \u0627\u0644\u0623\u0648\u0644 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0631\u0633\u0645 \u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u0634\u0643\u0627\u0644\u064b\u0627 \u0645\u062b\u0644 \u0627\u0644\u0628\u064a\u0636\u0627\u0648\u064a \u0644\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0628\u062f\u0627\u064a\u0629\/\u0627\u0644\u0646\u0647\u0627\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u0633\u062a\u0637\u064a\u0644\u0627\u062a \u0644\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0639\u064a\u0646\u0627\u062a \u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0631\u0627\u0631.<\/p>\n
4. **\u0627\u0633\u062a\u062e\u062f\u0645 \u0628\u0631\u0627\u0645\u062c \u0628\u0646\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a**: \u0627\u0646\u062a\u0642\u0644 \u0628\u0631\u0633\u0645\u0643 \u0625\u0644\u0649 \u0645\u0646\u0635\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062b\u0644 Chatfuel \u0623\u0648 ManyChat. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062d\u062a\u0648\u064a \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0639\u0644\u0649 \u0645\u064a\u0632\u0627\u062a \u0645\u062e\u0637\u0637 \u062a\u062f\u0641\u0642 \u0645\u062f\u0645\u062c\u0629 \u062a\u0628\u0633\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0629.<\/p>\n
5. **\u0627\u0646\u062a\u0628\u0647 \u0644\u0627\u062a\u062c\u0627\u0647 \u0627\u0644\u062a\u062f\u0641\u0642**: \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0645\u062e\u0637\u0637 \u064a\u0648\u062c\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646\u0637\u0642\u064a\u064b\u0627 \u0645\u0646 \u0646\u0642\u0637\u0629 \u0625\u0644\u0649 \u0623\u062e\u0631\u0649. \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0623\u0633\u0647\u0645 \u0644\u062a\u0648\u0636\u064a\u062d \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0648\u0636\u0648\u062d.<\/p>\n
6. **\u062a\u062c\u0646\u0628 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u064a\u062a\u0629 \u0641\u064a \u0627\u0644\u0645\u062e\u0637\u0637**: \u0635\u0645\u0645 \u0645\u062e\u0637\u0637\u0643 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u064a\u062a\u0629. \u064a\u062c\u0628 \u0623\u0646 \u064a\u0624\u062f\u064a \u0643\u0644 \u0625\u062f\u062e\u0627\u0644 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0625\u0644\u0649 \u0631\u062f \u0623\u0648 \u0633\u0624\u0627\u0644 \u0622\u062e\u0631\u060c \u0645\u0645\u0627 \u064a\u062d\u0627\u0641\u0638 \u0639\u0644\u0649 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/p>\n
7. **\u0627\u062e\u062a\u0628\u0631 \u0627\u0644\u062a\u062f\u0641\u0642**: \u0628\u0645\u062c\u0631\u062f \u0627\u0643\u062a\u0645\u0627\u0644 \u0645\u062e\u0637\u0637\u0643\u060c \u0642\u0645 \u0628\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0644\u062a\u062d\u062f\u064a\u062f \u0623\u064a \u062b\u063a\u0631\u0627\u062a \u0623\u0648 \u0645\u0633\u0627\u0631\u0627\u062a \u0645\u0631\u0628\u0643\u0629. \u0642\u0645 \u0628\u0627\u0644\u062a\u0639\u062f\u064a\u0644 \u062d\u0633\u0628 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/p>\n
8. **\u0643\u0631\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a**: \u0628\u0639\u062f \u0646\u0634\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643\u060c \u0627\u062c\u0645\u0639 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u062e\u0637\u0637. \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0647\u0648 \u0627\u0644\u0645\u0641\u062a\u0627\u062d \u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0641\u0639\u0627\u0644.<\/p>\n
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\u0644\u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u062a\u0646\u0641\u064a\u0630 \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644\u060c \u062f\u0639\u0648\u0646\u0627 \u0646\u0644\u0642\u064a \u0646\u0638\u0631\u0629 \u0639\u0644\u0649 \u0628\u0639\u0636 \u0623\u0645\u062b\u0644\u0629 \u0645\u062e\u0637\u0637\u0627\u062a \u062a\u062f\u0641\u0642 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0641\u0639\u0627\u0644\u0629. \u062a\u0648\u0636\u062d \u0647\u0630\u0647 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u062a\u062f\u0641\u0642\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0644\u0628\u064a\u0629 \u0646\u0648\u0627\u064a\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0645\u062d\u062f\u062f\u0629:<\/p>\n
\u2013 **\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a \u0644\u0644\u0639\u0645\u0644\u0627\u0621**: \u064a\u0628\u062f\u0623 \u0647\u0630\u0627 \u0627\u0644\u062a\u062f\u0641\u0642 \u0639\u0627\u062f\u0629\u064b \u0628\u062a\u062d\u064a\u0629\u060c \u062a\u0644\u064a\u0647\u0627 \u062e\u064a\u0627\u0631\u0627\u062a \u0644\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0645\u062b\u0644 \u062d\u0627\u0644\u0629 \u0627\u0644\u0637\u0644\u0628\u060c \u0648\u0627\u0644\u0645\u0631\u062a\u062c\u0639\u0627\u062a\u060c \u0623\u0648 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a. \u0643\u0644 \u062e\u064a\u0627\u0631 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0631\u062f \u0645\u062e\u0635\u0635\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062d\u0635\u0648\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062d\u062a\u0627\u062c\u0648\u0646\u0647\u0627 \u0628\u0633\u0631\u0639\u0629.<\/p>\n
\u2013 **\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629**: \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u062a\u062f\u0641\u0642\u060c \u0642\u062f \u064a\u0628\u062f\u0623 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0628\u062a\u0635\u0641\u062d \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a. \u064a\u0645\u0643\u0646 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u062a\u0648\u062c\u064a\u0647\u0647\u0645 \u0639\u0628\u0631 \u0627\u0644\u0641\u0626\u0627\u062a\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062f\u0641\u0639. \u064a\u0639\u0632\u0632 \u0647\u0630\u0627 \u0627\u0644\u062a\u062f\u0641\u0642 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u062a\u0633\u0648\u0642 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062c\u0639\u0644\u0647 \u062a\u0641\u0627\u0639\u0644\u064a\u064b\u0627 \u0648\u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/p>\n
\u2013 **\u0631\u0648\u0628\u0648\u062a \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646**: \u064a\u0631\u0643\u0632 \u0647\u0630\u0627 \u0627\u0644\u062a\u062f\u0641\u0642 \u0639\u0644\u0649 \u062c\u0645\u0639 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u064a\u0628\u062f\u0623 \u0628\u0645\u0642\u062f\u0645\u0629 \u0648\u062f\u0648\u062f\u0629\u060c \u062a\u0644\u064a\u0647\u0627 \u0623\u0633\u0626\u0644\u0629 \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u0623\u0647\u064a\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646. \u064a\u0645\u0643\u0646 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u062a\u0642\u062f\u064a\u0645 \u062d\u0648\u0627\u0641\u0632\u060c \u0645\u062b\u0644 \u0627\u0644\u062e\u0635\u0648\u0645\u0627\u062a \u0623\u0648 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0644\u062a\u0634\u062c\u064a\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u0643\u0629 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0645.<\/p>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0644\u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u0627 \u064a\u0644\u0628\u064a \u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u064a\u0639\u0632\u0632 \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0648\u0627\u0644\u0631\u0636\u0627. \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u062a\u062d\u0642\u0642 \u0645\u0646 \u0623\u0645\u062b\u0644\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/a> \u0648 \u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631<\/a>.<\/p>\n![\"\"](\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/04\/chatbot-flow-examples-389539.avif\" "\\"\\"")
<\/img><\/p>\n
\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u062a\u062f\u0641\u0642 \u0627\u0644\u0631\u0648\u0628\u0648\u062a<\/h2>\n
\u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0641\u0639\u0627\u0644\u0629 \u0645\u0639 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0641\u0647\u0645 \u0648\u062a\u0646\u0641\u064a\u0630 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u062a\u062f\u0641\u0642 \u0627\u0644\u0631\u0648\u0628\u0648\u062a. \u062a\u0636\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0623\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u0627 \u064a\u062c\u0630\u0628 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u064a\u0648\u0641\u0631 \u0623\u064a\u0636\u064b\u0627 \u062a\u062c\u0631\u0628\u0629 \u0633\u0644\u0633\u0629 \u062a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0645. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u062a\u0647\u0627:<\/p>\n
1. \u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a<\/h3>\n
\u064a\u0639\u062f \u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0648\u0627\u0636\u062d\u064b\u0627 \u0648\u0628\u062f\u064a\u0647\u064a\u064b\u0627 \u0623\u0645\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0644\u0631\u0636\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u0646\u0638\u0645 \u062c\u064a\u062f\u064b\u0627 \u0641\u064a \u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062e\u0644\u0627\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a\u0647\u0645\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0639\u0644\u064a\u0647\u0645 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062d\u062a\u0627\u062c\u0648\u0646\u0647\u0627. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0646\u0635\u0627\u0626\u062d \u0644\u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0641\u0639\u0627\u0644:<\/strong> is crucial for user satisfaction. A well-structured flow helps guide users through their interactions, making it easier for them to find the information they need. Here are some tips for designing an effective flow:<\/p>\n\n- \u0627\u0628\u062f\u0623 \u0628\u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645:<\/strong> \u062d\u062f\u062f \u0645\u0627 \u064a\u0628\u062d\u062b \u0639\u0646\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0648\u0627\u0635\u0646\u0639 \u0627\u0644\u062a\u062f\u0641\u0642 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0645. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0634\u0645\u0644 \u0630\u0644\u0643 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0623\u0648 \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062f\u0639\u0645.<\/li>\n
- \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629:<\/strong> \u0623\u0646\u0634\u0626 \u0645\u062e\u0637\u0637 \u062a\u062f\u0641\u0642 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u0644\u062a\u0635\u0648\u0631 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u064a\u0633\u0627\u0639\u062f \u0630\u0644\u0643 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0627\u062e\u062a\u0646\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0631\u062d\u0644\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. chatbot flowchart<\/a> to visualize the conversation paths. This helps in identifying potential bottlenecks and optimizing the user journey.<\/li>\n
- \u0642\u0645 \u0628\u0625\u062f\u0631\u0627\u062c \u0631\u062f\u0648\u062f \u0633\u0631\u064a\u0639\u0629:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u0632\u0631\u0627\u0631 \u0627\u0644\u0631\u062f \u0627\u0644\u0633\u0631\u064a\u0639 \u0644\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0631\u062f\u0648\u062f \u0648\u062a\u0642\u0644\u064a\u0644 \u062c\u0647\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u0639\u0632\u0632 \u0630\u0644\u0643 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0648\u064a\u062d\u0627\u0641\u0638 \u0639\u0644\u0649 \u0633\u0644\u0627\u0633\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n
- \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631:<\/strong> \u0627\u062e\u062a\u0628\u0631 \u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0645\u0639 \u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062d\u0642\u064a\u0642\u064a\u064a\u0646 \u0644\u062c\u0645\u0639 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a. \u0627\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u062d\u0633\u064a\u0646 \u0648\u062a\u0639\u062f\u064a\u0644 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n<\/ul>\n
2. \u0631\u0633\u0627\u0626\u0644 \u0631\u062f\u0648\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a<\/h3>\n
\u064a\u0639\u062f \u0635\u064a\u0627\u063a\u0629 \u0631\u0633\u0627\u0626\u0644 \u0631\u062f\u0648\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0623\u0645\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062b\u0631 \u0646\u0628\u0631\u0629 \u0648\u0645\u062d\u062a\u0648\u0649 \u0631\u062f\u0648\u062f\u0643 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0633\u0627\u0626\u0644 \u0631\u062f \u062c\u0630\u0627\u0628\u0629: chatbot reply messages<\/strong> is vital for maintaining user engagement. The tone and content of your replies can significantly impact user experience. Here are some best practices for creating compelling reply messages:<\/p>\n\n- \u0643\u0646 \u0645\u062e\u062a\u0635\u0631\u064b\u0627 \u0648\u0648\u0627\u0636\u062d\u064b\u0627:<\/strong> \u064a\u0642\u062f\u0631 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629. \u0627\u062c\u0639\u0644 \u0627\u0644\u0631\u0633\u0627\u0626\u0644 \u0642\u0635\u064a\u0631\u0629 \u0648\u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u0639 \u0636\u0645\u0627\u0646 \u0627\u0644\u0648\u0636\u0648\u062d.<\/li>\n
- \u062e\u0635\u0635 \u0627\u0644\u0631\u062f\u0648\u062f:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0633\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0642\u0645 \u0628\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0631\u062f\u0648\u062f \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629. \u064a\u062e\u0644\u0642 \u0630\u0644\u0643 \u062a\u062c\u0631\u0628\u0629 \u0623\u0643\u062b\u0631 \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0648\u0634\u062e\u0635\u064a\u0629.<\/li>\n
- \u0627\u0633\u062a\u062e\u062f\u0645 \u0644\u063a\u0629 \u0648\u062f\u064a\u0629:<\/strong> \u0646\u0628\u0631\u0629 \u0645\u062d\u0627\u062f\u062b\u0629 \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u0628\u0646\u0627\u0621 \u0639\u0644\u0627\u0642\u0629 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u062a\u062c\u0646\u0628 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0627\u0644\u0645\u0641\u0631\u0637\u0629 \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0646\u0641\u0631\u0647\u0645.<\/li>\n
- \u062a\u0636\u0645\u064a\u0646 \u062f\u0639\u0648\u0627\u062a \u0644\u0644\u0639\u0645\u0644:<\/strong> \u0634\u062c\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629\u060c \u0633\u0648\u0627\u0621 \u0643\u0627\u0646 \u0630\u0644\u0643 \u0628\u0632\u064a\u0627\u0631\u0629 \u0631\u0627\u0628\u0637\u060c \u0623\u0648 \u0625\u062c\u0631\u0627\u0621 \u0639\u0645\u0644\u064a\u0629 \u0634\u0631\u0627\u0621\u060c \u0623\u0648 \u0637\u0631\u062d \u0633\u0624\u0627\u0644 \u0622\u062e\u0631.<\/li>\n<\/ul>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0646\u0641\u064a\u0630 \u0647\u0630\u0647 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0623\u0641\u0636\u0644 \u0641\u064a \u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0627\u0644\u0631\u0633\u0627\u0626\u0644\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u062d\u0633\u064a\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u062a\u062d\u0642\u0642 \u0645\u0646 \u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629<\/a> \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629.<\/p>\n\u0643\u064a\u0641 \u064a\u0639\u0645\u0644 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629\u061f<\/h2>\n
\u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644. \u062a\u0639\u0645\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0639\u0645\u0644\u064a\u0629 \u0645\u0646\u0638\u0645\u0629 \u062a\u062a\u0636\u0645\u0646 \u0639\u062f\u0629 \u062e\u0637\u0648\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629\u060c \u062d\u064a\u062b \u062a\u062f\u0645\u062c \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0634\u0628\u064a\u0647\u0629 \u0628\u0627\u0644\u0628\u0634\u0631. \u0625\u0644\u064a\u0643 \u062a\u062d\u0644\u064a\u0644 \u0645\u0641\u0635\u0644 \u0644\u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629:<\/p>\n
\n- \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/strong>: \u062a\u0628\u062f\u0623 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0639\u0646\u062f\u0645\u0627 \u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0625\u062f\u062e\u0627\u0644 \u0633\u0624\u0627\u0644 \u0623\u0648 \u0623\u0645\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0646\u0635 \u0623\u0648 \u0627\u0644\u0635\u0648\u062a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0623\u062a\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u0623\u0648 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629\u060c \u0623\u0648 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0635\u0648\u062a\u064a\u0629.<\/li>\n
- \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/strong>: \u064a\u0633\u062a\u062e\u062f\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u062a\u0641\u0633\u064a\u0631 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635 \u0625\u0644\u0649 \u0645\u0643\u0648\u0646\u0627\u062a \u0645\u0641\u0647\u0648\u0645\u0629\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u064a\u0629\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629. \u062a\u062a\u064a\u062d \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0641\u0647\u0645 \u0627\u0644\u0633\u064a\u0627\u0642 \u0648\u0627\u0644\u0641\u0631\u0648\u0642 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0641\u064a \u0627\u0644\u0644\u063a\u0629.<\/li>\n
- \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u064a\u0629<\/strong>: \u064a\u0642\u0648\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0644\u062a\u062d\u062f\u064a\u062f \u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u062a\u0645 \u062a\u062d\u0642\u064a\u0642 \u0630\u0644\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0635\u0646\u0641 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0625\u0644\u0649 \u0641\u0626\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0641\u0647\u0645 \u0645\u0627 \u064a\u0637\u0644\u0628\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n
- \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629<\/strong>: \u0628\u0645\u062c\u0631\u062f \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u064a\u0629\u060c \u064a\u0642\u0648\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0625\u0646\u0634\u0627\u0621 \u0631\u062f. \u064a\u0645\u0643\u0646 \u0627\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644:\n
\n- \u0646\u0635\u0648\u0635 \u0645\u0633\u0628\u0642\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u0629<\/strong>: \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u062a\u0633\u062a\u062e\u062f\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0631\u062f\u0648\u062f\u064b\u0627 \u0645\u0643\u062a\u0648\u0628\u0629 \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0642\u062f\u064a\u0645 \u0625\u062c\u0627\u0628\u0627\u062a \u0633\u0631\u064a\u0639\u0629.<\/li>\n
- \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/strong>: \u0644\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627\u060c \u0642\u062f \u062a\u0633\u062a\u0641\u064a\u062f \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u062f\u0648\u062f \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u0639\u0644\u0645\u0647\u0627 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629.<\/li>\n<\/ul>\n<\/li>\n
- \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629<\/strong>: \u064a\u0642\u0648\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0644\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0628\u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u0642\u0627\u0639\u062f\u0629 \u062b\u0627\u0628\u062a\u0629 (\u0625\u062c\u0627\u0628\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627) \u0623\u0648 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 (\u0645\u062d\u062f\u062b\u0629 \u0628\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062c\u062f\u064a\u062f\u0629).<\/li>\n
- \u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0631\u062f<\/strong>: \u064a\u062a\u0645 \u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0631\u062f \u0627\u0644\u0630\u064a \u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647 \u0645\u0631\u0629 \u0623\u062e\u0631\u0649 \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0634\u0643\u0644 \u0645\u062d\u0627\u062f\u062b\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u0646\u0635\u064b\u0627\u060c \u0623\u0648 \u0635\u0648\u0631\u064b\u0627\u060c \u0623\u0648 \u0631\u0648\u0627\u0628\u0637\u060c \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0635\u0629 \u0648\u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631.<\/li>\n
- \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646<\/strong>: \u0628\u0639\u062f \u0643\u0644 \u062a\u0641\u0627\u0639\u0644\u060c \u064a\u0645\u0643\u0646 \u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0646 \u062a\u062a\u0639\u0644\u0645 \u0645\u0646 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u062a\u0641\u0627\u0639\u0644. \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u062f\u0642\u062a\u0647\u0627 \u0648\u0641\u0639\u0627\u0644\u064a\u062a\u0647\u0627 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/li>\n
- \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062e\u062f\u0645\u0627\u062a \u0623\u062e\u0631\u0649<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062e\u062f\u0645\u0627\u062a \u062e\u0627\u0631\u062c\u064a\u0629 \u0648\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u062a\u0648\u0641\u064a\u0631 \u0648\u0638\u0627\u0626\u0641 \u0645\u062d\u0633\u0646\u0629\u060c \u0645\u062b\u0644 \u062d\u062c\u0632 \u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f \u0623\u0648 \u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a.<\/li>\n<\/ol>\n
\u0644\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u062d\u0648\u0644 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627\u060c \u064a\u0631\u062c\u0649 \u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 \u0645\u0635\u0627\u062f\u0631 \u0645\u062b\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u0646 IBM Watson<\/a> \u0648 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u0646 Microsoft<\/a>.<\/p>\n\u0645\u062e\u0637\u0637 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u0645\u062e\u0637\u0637 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0647\u0648 \u062a\u0645\u062b\u064a\u0644 \u0628\u0635\u0631\u064a \u0644\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062c\u0631\u064a\u0647\u0627 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u064a\u0648\u0636\u062d \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0623\u062e\u0630\u0647\u0627 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0629 \u0645\u0646 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642\u0627\u062a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0641\u0639\u0627\u0644\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629 \u0648\u0628\u062f\u064a\u0647\u064a\u0629.<\/p>\n
\u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n
\n- \u062a\u062d\u062f\u064a\u062f \u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/strong>: \u062d\u062f\u062f \u0627\u0644\u0646\u0648\u0627\u064a\u0627 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u0642\u062f \u064a\u0643\u0648\u0646 \u0644\u062f\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0646\u062f \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u0642\u062f \u062a\u0634\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062f\u0639\u0645\u060c \u0623\u0648 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629.<\/li>\n
- \u0631\u0633\u0645 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a<\/strong>: \u0644\u0643\u0644 \u0646\u064a\u0629 \u0645\u0633\u062a\u062e\u062f\u0645\u060c \u062d\u062f\u062f \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0642\u062f\u0645\u0647\u0627 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u064a\u0634\u0645\u0644 \u0630\u0644\u0643 \u0643\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u0648\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u062a\u0643\u0645\u064a\u0644\u064a\u0629 \u0644\u062a\u0648\u0636\u064a\u062d \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n
- \u062a\u0635\u0648\u0631 \u0627\u0644\u062a\u062f\u0641\u0642<\/strong>: \u0627\u0633\u062a\u062e\u062f\u0645 \u0628\u0631\u0627\u0645\u062c \u0623\u0648 \u0623\u062f\u0648\u0627\u062a \u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u062a\u062f\u0641\u0642 \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u0645\u062b\u064a\u0644 \u0628\u0635\u0631\u064a \u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0631\u0627\u0631 \u062d\u064a\u062b \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u062e\u062a\u064a\u0627\u0631 \u062e\u064a\u0627\u0631\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n
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\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062b\u0644 Chatfuel \u0623\u0648 ManyChat. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062d\u062a\u0648\u064a \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0639\u0644\u0649 \u0645\u064a\u0632\u0627\u062a \u0645\u062e\u0637\u0637 \u062a\u062f\u0641\u0642 \u0645\u062f\u0645\u062c\u0629 \u062a\u0628\u0633\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0629.<\/p>\n 5. **\u0627\u0646\u062a\u0628\u0647 \u0644\u0627\u062a\u062c\u0627\u0647 \u0627\u0644\u062a\u062f\u0641\u0642**: \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0645\u062e\u0637\u0637 \u064a\u0648\u062c\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646\u0637\u0642\u064a\u064b\u0627 \u0645\u0646 \u0646\u0642\u0637\u0629 \u0625\u0644\u0649 \u0623\u062e\u0631\u0649. \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0623\u0633\u0647\u0645 \u0644\u062a\u0648\u0636\u064a\u062d \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0648\u0636\u0648\u062d.<\/p>\n 6. **\u062a\u062c\u0646\u0628 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u064a\u062a\u0629 \u0641\u064a \u0627\u0644\u0645\u062e\u0637\u0637**: \u0635\u0645\u0645 \u0645\u062e\u0637\u0637\u0643 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u064a\u062a\u0629. \u064a\u062c\u0628 \u0623\u0646 \u064a\u0624\u062f\u064a \u0643\u0644 \u0625\u062f\u062e\u0627\u0644 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0625\u0644\u0649 \u0631\u062f \u0623\u0648 \u0633\u0624\u0627\u0644 \u0622\u062e\u0631\u060c \u0645\u0645\u0627 \u064a\u062d\u0627\u0641\u0638 \u0639\u0644\u0649 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/p>\n 7. **\u0627\u062e\u062a\u0628\u0631 \u0627\u0644\u062a\u062f\u0641\u0642**: \u0628\u0645\u062c\u0631\u062f \u0627\u0643\u062a\u0645\u0627\u0644 \u0645\u062e\u0637\u0637\u0643\u060c \u0642\u0645 \u0628\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0644\u062a\u062d\u062f\u064a\u062f \u0623\u064a \u062b\u063a\u0631\u0627\u062a \u0623\u0648 \u0645\u0633\u0627\u0631\u0627\u062a \u0645\u0631\u0628\u0643\u0629. \u0642\u0645 \u0628\u0627\u0644\u062a\u0639\u062f\u064a\u0644 \u062d\u0633\u0628 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/p>\n 8. **\u0643\u0631\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a**: \u0628\u0639\u062f \u0646\u0634\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643\u060c \u0627\u062c\u0645\u0639 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u062e\u0637\u0637. \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0647\u0648 \u0627\u0644\u0645\u0641\u062a\u0627\u062d \u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0641\u0639\u0627\u0644.<\/p>\n \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0623\u0643\u062b\u0631 \u062a\u0641\u0635\u064a\u0644\u0627\u064b\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0625\u062a\u0642\u0627\u0646 \u0645\u0646\u0634\u0626 \u062a\u062f\u0641\u0642 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/a>.<\/p>\n \u0644\u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u062a\u0646\u0641\u064a\u0630 \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644\u060c \u062f\u0639\u0648\u0646\u0627 \u0646\u0644\u0642\u064a \u0646\u0638\u0631\u0629 \u0639\u0644\u0649 \u0628\u0639\u0636 \u0623\u0645\u062b\u0644\u0629 \u0645\u062e\u0637\u0637\u0627\u062a \u062a\u062f\u0641\u0642 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0641\u0639\u0627\u0644\u0629. \u062a\u0648\u0636\u062d \u0647\u0630\u0647 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u062a\u062f\u0641\u0642\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0644\u0628\u064a\u0629 \u0646\u0648\u0627\u064a\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0645\u062d\u062f\u062f\u0629:<\/p>\n \u2013 **\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a \u0644\u0644\u0639\u0645\u0644\u0627\u0621**: \u064a\u0628\u062f\u0623 \u0647\u0630\u0627 \u0627\u0644\u062a\u062f\u0641\u0642 \u0639\u0627\u062f\u0629\u064b \u0628\u062a\u062d\u064a\u0629\u060c \u062a\u0644\u064a\u0647\u0627 \u062e\u064a\u0627\u0631\u0627\u062a \u0644\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0645\u062b\u0644 \u062d\u0627\u0644\u0629 \u0627\u0644\u0637\u0644\u0628\u060c \u0648\u0627\u0644\u0645\u0631\u062a\u062c\u0639\u0627\u062a\u060c \u0623\u0648 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a. \u0643\u0644 \u062e\u064a\u0627\u0631 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0631\u062f \u0645\u062e\u0635\u0635\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062d\u0635\u0648\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062d\u062a\u0627\u062c\u0648\u0646\u0647\u0627 \u0628\u0633\u0631\u0639\u0629.<\/p>\n \u2013 **\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629**: \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u062a\u062f\u0641\u0642\u060c \u0642\u062f \u064a\u0628\u062f\u0623 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0628\u062a\u0635\u0641\u062d \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a. \u064a\u0645\u0643\u0646 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u062a\u0648\u062c\u064a\u0647\u0647\u0645 \u0639\u0628\u0631 \u0627\u0644\u0641\u0626\u0627\u062a\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062f\u0641\u0639. \u064a\u0639\u0632\u0632 \u0647\u0630\u0627 \u0627\u0644\u062a\u062f\u0641\u0642 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u062a\u0633\u0648\u0642 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062c\u0639\u0644\u0647 \u062a\u0641\u0627\u0639\u0644\u064a\u064b\u0627 \u0648\u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/p>\n \u2013 **\u0631\u0648\u0628\u0648\u062a \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646**: \u064a\u0631\u0643\u0632 \u0647\u0630\u0627 \u0627\u0644\u062a\u062f\u0641\u0642 \u0639\u0644\u0649 \u062c\u0645\u0639 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u064a\u0628\u062f\u0623 \u0628\u0645\u0642\u062f\u0645\u0629 \u0648\u062f\u0648\u062f\u0629\u060c \u062a\u0644\u064a\u0647\u0627 \u0623\u0633\u0626\u0644\u0629 \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u0623\u0647\u064a\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646. \u064a\u0645\u0643\u0646 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u062a\u0642\u062f\u064a\u0645 \u062d\u0648\u0627\u0641\u0632\u060c \u0645\u062b\u0644 \u0627\u0644\u062e\u0635\u0648\u0645\u0627\u062a \u0623\u0648 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0644\u062a\u0634\u062c\u064a\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u0643\u0629 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0645.<\/p>\n \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0644\u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u0627 \u064a\u0644\u0628\u064a \u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u064a\u0639\u0632\u0632 \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0648\u0627\u0644\u0631\u0636\u0627. \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u062a\u062d\u0642\u0642 \u0645\u0646 \u0623\u0645\u062b\u0644\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/a> \u0648 \u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631<\/a>.<\/p>\n \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0641\u0639\u0627\u0644\u0629 \u0645\u0639 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0641\u0647\u0645 \u0648\u062a\u0646\u0641\u064a\u0630 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u062a\u062f\u0641\u0642 \u0627\u0644\u0631\u0648\u0628\u0648\u062a. \u062a\u0636\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0623\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u0627 \u064a\u062c\u0630\u0628 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u064a\u0648\u0641\u0631 \u0623\u064a\u0636\u064b\u0627 \u062a\u062c\u0631\u0628\u0629 \u0633\u0644\u0633\u0629 \u062a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0645. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u062a\u0647\u0627:<\/p>\n \u064a\u0639\u062f \u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0648\u0627\u0636\u062d\u064b\u0627 \u0648\u0628\u062f\u064a\u0647\u064a\u064b\u0627 \u0623\u0645\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0644\u0631\u0636\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u0646\u0638\u0645 \u062c\u064a\u062f\u064b\u0627 \u0641\u064a \u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062e\u0644\u0627\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a\u0647\u0645\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0639\u0644\u064a\u0647\u0645 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062d\u062a\u0627\u062c\u0648\u0646\u0647\u0627. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0646\u0635\u0627\u0626\u062d \u0644\u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0641\u0639\u0627\u0644:<\/strong> is crucial for user satisfaction. A well-structured flow helps guide users through their interactions, making it easier for them to find the information they need. Here are some tips for designing an effective flow:<\/p>\n \u064a\u0639\u062f \u0635\u064a\u0627\u063a\u0629 \u0631\u0633\u0627\u0626\u0644 \u0631\u062f\u0648\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0623\u0645\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062b\u0631 \u0646\u0628\u0631\u0629 \u0648\u0645\u062d\u062a\u0648\u0649 \u0631\u062f\u0648\u062f\u0643 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0633\u0627\u0626\u0644 \u0631\u062f \u062c\u0630\u0627\u0628\u0629: chatbot reply messages<\/strong> is vital for maintaining user engagement. The tone and content of your replies can significantly impact user experience. Here are some best practices for creating compelling reply messages:<\/p>\n \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0646\u0641\u064a\u0630 \u0647\u0630\u0647 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0623\u0641\u0636\u0644 \u0641\u064a \u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0627\u0644\u0631\u0633\u0627\u0626\u0644\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u062d\u0633\u064a\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u062a\u062d\u0642\u0642 \u0645\u0646 \u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629<\/a> \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629.<\/p>\n \u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644. \u062a\u0639\u0645\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0639\u0645\u0644\u064a\u0629 \u0645\u0646\u0638\u0645\u0629 \u062a\u062a\u0636\u0645\u0646 \u0639\u062f\u0629 \u062e\u0637\u0648\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629\u060c \u062d\u064a\u062b \u062a\u062f\u0645\u062c \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0634\u0628\u064a\u0647\u0629 \u0628\u0627\u0644\u0628\u0634\u0631. \u0625\u0644\u064a\u0643 \u062a\u062d\u0644\u064a\u0644 \u0645\u0641\u0635\u0644 \u0644\u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629:<\/p>\n \u0644\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u062d\u0648\u0644 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627\u060c \u064a\u0631\u062c\u0649 \u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 \u0645\u0635\u0627\u062f\u0631 \u0645\u062b\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u0646 IBM Watson<\/a> \u0648 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u0646 Microsoft<\/a>.<\/p>\n \u0645\u062e\u0637\u0637 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0647\u0648 \u062a\u0645\u062b\u064a\u0644 \u0628\u0635\u0631\u064a \u0644\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062c\u0631\u064a\u0647\u0627 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u064a\u0648\u0636\u062d \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0623\u062e\u0630\u0647\u0627 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0629 \u0645\u0646 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642\u0627\u062a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0641\u0639\u0627\u0644\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629 \u0648\u0628\u062f\u064a\u0647\u064a\u0629.<\/p>\n \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n\u0645\u0627 \u0647\u0648 \u062a\u062f\u0641\u0642 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u061f<\/h2>\n
\u062a\u062d\u062f\u064a\u062f \u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/h3>\n
\u0627\u0644\u062a\u062d\u064a\u0629 \u0648\u0627\u0644\u062a\u0642\u062f\u064a\u0645<\/h3>\n
\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0623\u0633\u0626\u0644\u0629<\/h3>\n
\u062a\u0646\u0648\u0639 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a<\/h3>\n
\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0637\u0648\u0627\u0631\u0626<\/h3>\n
\u062d\u0644\u0642\u0629 \u062a\u063a\u0630\u064a\u0629 \u0631\u0627\u062c\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646<\/h3>\n
\u0625\u0646\u0647\u0627\u0621 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631<\/h3>\n
<\/img><\/p>\n\u0645\u0627 \u0647\u0648 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u061f<\/h2>\n
\n
\u0642\u0627\u0644\u0628 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629<\/h3>\n
\n
\u0642\u0627\u0644\u0628 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 Excel<\/h3>\n
\n
\u0643\u064a\u0641 \u062a\u0646\u0634\u0626 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629\u061f<\/h2>\n
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\u0643\u064a\u0641 \u062a\u0635\u0646\u0639 \u0645\u062e\u0637\u0637 \u062a\u062f\u0641\u0642 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629\u061f<\/h2>\n
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